Combination Psychotherapy
Combination Psychotherapy
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                                                                                     REVIEWS    Further                             Combination Psychotherapy
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          PS65CH11-Craighead                                                 ARI     31 October 2013            12:37
                                                                                       Contents
                                                                                       INTRODUCTION . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                 268
                                                                                       CURRENT TREATMENTS FOR MDD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                               269
                                                                                         Antidepressant Medications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                     269
                                                                                         Psychotherapies for MDD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                      270
                                                                                       TREATMENT OUTCOMES FOR MDD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                                 270
                                                                                         Outcome Definitions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                 270
                                                                                         Efficacy of Single-Modality Treatments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                271
                                                                                         Concerns with Single-Modality Treatments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                     272
                                                                                       COMBINATION TREATMENTS FOR MDD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                                       272
                                                                                         Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   272
                                                                                         Strategies for Combination Treatments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                273
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                                                                                       INTRODUCTION
                                                                                       Major depressive disorder (MDD) is among the most prevalent and debilitating of psychiatric
                                                                                       problems affecting about 1 in 6 women and 1 in 10 men over the life span (Kessler et al. 2005). MDD
                                                                                       negatively impacts an individual’s quality of life and produces impairments in role functioning
                                                                                       (Wells et al. 1989). MDD is a leading cause of family dysfunction and death from suicide (Arató
                                                                                       et al. 1988, Rich et al. 1988), and it contributes to increased risk of morbidity and mortality from
                                                                                       diabetes, cardiovascular disease, and stroke (Barth et al. 2005, Egede 2006, Loeb et al. 2012). MDD
                                                                                       reduces productivity and is a major health expense, thereby becoming a societal and economic
                                                                                       problem. It is the fourth leading cause of disability worldwide, and by 2020 it is projected to be
                                                                                       second only to ischemic heart disease as a cause of disability (Murray & Lopez 1997). By 2030,
                                                                                       MDD is expected to be the largest worldwide contributor to disease burden (World Health Organ.
                                                                                       2004).
                                                                                 Although highly variable across studies, the average age of onset for initial depressive episodes
                                                                             is late adolescence or emerging adulthood; the majority of individuals who will experience MDD
                                                                             will have done so by early adulthood (Hankin & Abramson 1999, Kessler et al. 2005). MDD is
                                                                             also a recurrent disorder, and it frequently becomes a chronic problem. For example, Lewinsohn
                                                                             et al. (1999; see also Fergusson & Woodward 2002) found that ∼45% of adolescents who suffer
                                                                             an episode of MDD experience a recurrence by age 24, and Rohde and colleagues (2012) found
                                                                             that cumulatively among the same group ∼50% had a subsequent depressive episode by age
                                                                             30. Episodes in which full criteria for MDD are present continuously for 2 years or more are
                                                                             considered chronic; about 30% of depressed individuals in the community and 50% of those who
                                                                             are in treatment suffer from chronic depression (Klein & Black 2013, Mueller et al. 1999, Waraich
                                                                             et al. 2004). The duration of MDD episodes is also highly variable; estimates of the average time
                                                                             to spontaneous recovery range from 5 months to 13 months (Angst et al. 2003, Lewinsohn et al.
                                                                             1999). Risk factors for the development of MDD include positive family history for a mood
                                                                             disorder, early life trauma, prior anxiety disorders, and substance abuse (see Ritschel et al. 2013).
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                                                                                 MDD as defined by current nosologies [e.g., Diagnostic and Statistical Manual of Mental Disorders,
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                                                                             5th Edition (DSM-5; APA 2013)] is a heterogeneous syndrome, with multiple likely etiologies
                                                                             and pathological forms. As shall become apparent, this heterogeneity contributes strongly to the
                                                                             variable response to treatment observed in clinical trials of treatments for depression.
                                                                             Antidepressant Medications
                                                                             Although the first antidepressants were identified through serendipitous discovery, more recent
                                                                             developments in pharmacology are driven by current understandings of the biological functions
                                                                             of neurotransmitter systems within the central nervous system. There are several ADM classes,
                                                                             which are categorized by their structural or functional relationships. No antidepressant class or
                                                                             individual medication has consistently proven to be superior to others for the treatment of MDD
                                                                             (APA 2010). Thus, recommendations for first-line ADM treatments for MDD are based primarily
                                                                             on tolerability and safety rather than on efficacy. Selective serotonin reuptake inhibitors (SSRIs),
                                                                             serotonin-norepinephrine reuptake inhibitors (SNRIs), bupropion, or mirtazapine are considered
                                                                             first-line antidepressants (APA 2010). Owing to their greater health risks, tricyclic antidepressants
                                                                             and monoamine oxidase inhibitors are generally used only after first-line agents fail. Treatment
                                                                             with ADM should be sustained for at least 4–8 weeks prior to determining efficacy. The goal
                                                                             of treatment is essentially to eliminate depressive symptoms; dosage is increased every 2–4 weeks
                                                                             (unless side effects prevent further increases) until either that goal is achieved or the FDA maximum
                                                                             recommended dose is reached (APA 2010).
                                                                                 DSM-5 (APA 2013) identifies several clinical subtypes of MDD, including those character-
                                                                             ized by melancholic, atypical, or psychotic features. Standard of care for MDD with psychotic
                                                                             features (i.e., episodes characterized by hallucinations, delusions, or catatonia) includes medica-
                                                                             tion treatment with antipsychotics or electroconvulsive therapy. Beyond depression with psychotic
                                                                                       features, there currently are no reliable clinical or biological measures to match individual patients
                                                                                       to specific treatments to maximize outcomes.
                                                                                       sessions over 12–16 weeks. Although CBT has been more extensively evaluated and is discussed
                                                                                       more thoroughly in this article, there is minimal empirical evidence to support the choice of one
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                                                                                       treatment over another; therefore, the decision of which treatment to use is typically based on
                                                                                       therapist competence, therapist availability, marital status, and patient preference.
                                                                                       Outcome Definitions
                                                                                       The most widely accepted outcome target in the treatment of MDD is remission, in which a
                                                                                       patient has returned to the pre-episode level of functioning and has no or only a few mild and
                                                                                       infrequently experienced residual depressive symptoms. In clinical trials, remission is defined most
                                                                                       often as a rating scale score below a certain threshold, most commonly a Hamilton Depression
                                                                                       Rating Scale (HDRS; Hamilton 1960) 17-item total score of ≤7. Some studies use alternative
                                                                                       rating scales, such as the Montgomery Åsberg Depression Rating Scale (MADRS; Montgomery
                                                                                       & Åsberg 1979), the Quick Inventory of Depressive Symptoms (QIDS; Rush et al. 2003), or the
                                                                                       Beck Depression Inventory-II (BDI-II, or a self-report measure; Beck et al. 1996). One important
                                                                                       caveat regarding the clinical trial definitions of remission is that these cutoffs were arrived at by
                                                                                       consensus (Frank et al. 1991); likewise, subsequent analyses suggest that these thresholds may
                                                                                       not accurately or adequately reflect functional recovery (Dunlop et al. 2012b, Zimmerman et al.
                                                                                       2012).
                                                                                           Another commonly used outcome measure is response, typically defined as a 50% or more
                                                                                       decrease from the baseline score on a rating scale. Response reflects clear improvement with
                                                                                       treatment, but it does not imply that full remission has been achieved. Response short of remission
                                                                                       is generally an unsatisfactory outcome because the presence of ongoing significant symptoms at
                                                                                       the end of treatment is the strongest predictor of future depressive episodes ( Judd et al. 2000,
                                                                                       Paykel et al. 1995). A return to a full depressive episode within two months of the end of an episode
                                                                                       is termed a relapse, whereas such an episode occurring more than two months after remission or
                                                                                       response is considered a recurrence, denoting a new major depressive episode. Consequently,
                                                                                       maintaining remission for at least two months is referred to as recovery (Frank et al. 1991).
                                                                                       The validity of these distinctions has been questioned (Rush et al. 2006), but they are noted
                                                                                       here because they are important concepts for interpreting treatment and relapse-prevention trials
                                                                                       discussed below.
                                                                                 The overwhelming majority of clinical trials for MDD involve strict inclusion and exclusion
                                                                             criteria that may reduce generalizability of the results to clinical practice. Four common exclusions
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                                                                             used in studies of adults with MDD are (a) presence of psychotic symptoms; (b) presence of clinically
                                                                             significant suicidal ideation; (c) mild severity, typically identified as a screening-visit score below a
                                                                             threshold on a depression rating scale; and (d ) a medical illness that may interfere with treatment or
                                                                             impair response to treatment. Many studies also exclude individuals with psychiatric comorbidities,
                                                                             such as concurrent substance abuse, eating disorders, and certain anxiety disorders (e.g., obsessive
                                                                             compulsive disorder). Community, nonresearch protocol patients seeking treatment often fall into
                                                                             one or more of these exclusion categories, which may limit extension of these research findings to
                                                                             treatment selection in routine clinical care. Many measured and unmeasured factors contribute
                                                                             to variability in results between trials, and these are discussed in greater detail below. Although
                                                                             considered in the most sophisticated meta-analyses, these preceding factors severely limit the
                                                                             conclusions that can be reached and the clinical practice implications derived from those reports.
                                                                             The conclusions that investigators do reach are further limited by the small sample sizes in most
                                                                             of the individual clinical trials and the redundant inclusion of those same small trials in extant
                                                                             meta-analytic studies.
                                                                                 More recently, clinical scientists have shown increasing concern about the degree of placebo
                                                                             response in clinical trials, an effect that may lead to an exaggerated expectation of benefit in
                                                                             community clinical settings (Dunlop et al. 2012d). Placebo response identified in clinical trials is
                                                                             a multifaceted phenomenon, capturing elements of expectation, time and attention, spontaneous
                                                                             recovery, and regression to the mean effects (Frank & Frank 1991). Patients in clinical trials,
                                                                             particularly those evaluating ADM versus placebo, are provided substantially more contact with
                                                                             a treatment team than is observed in routine clinical practice; thus patients assigned to placebo
                                                                             in clinical trials may experience substantial benefit. For psychotherapy treatments, competence of
                                                                             treatment delivery may be greater in clinical trials, which employ specifically trained therapists,
                                                                             than the level of clinical competence provided in community settings. Thus, for both ADM
                                                                             and psychotherapeutic treatments there are significant concerns regarding the generalizability of
                                                                             clinical trial results.
                                                                                 In summary, the aggregated data reported in the higher-quality meta-analytic studies and
                                                                             qualitative reviews support a consistent conclusion. Namely, single-modality treatments for MDD
                                                                             produce essentially identical outcomes regardless of the treatment given, though some individuals
                                                                             benefit specifically from one form of treatment and not another (McGrath et al. 2013). Although
                                                                             two-thirds of patients show a clinical response, only about one-third of treated MDD patients
                                                                             achieve remission.
                                                                                       resulting demoralization and may be unlikely to seek further treatment; thus, the MDD continues
                                                                                       and likely worsens. In contrast to the fairly common aphorism, “at least psychotherapy doesn’t
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                                                                                       hurt patients,” the demoralized patient does suffer as a result of ineffective treatment (Craighead
                                                                                       et al. 2013a). Even though a clinical trial may show that a specific treatment (e.g., CBT or IPT) is
                                                                                       efficacious for MDD, these evidence-based therapies are not very well disseminated, thus limiting
                                                                                       the availability of evidence-based treatments in much of the United States. Limited dissemination
                                                                                       also leads many therapists to claims that they conduct evidence-based therapy, but in fact, they may
                                                                                       have had very minimal, if any, formal training in the therapy that is purportedly being delivered.
                                                                                       Consequently, psychotherapy may be incompetently delivered (e.g., CBT; DeRubeis et al. 2005b),
                                                                                       resulting in poorer clinical outcomes than reported in clinical trials. In a recent study, 10–15% of
                                                                                       community psychotherapy providers produced negative outcomes (actual deterioration) among
                                                                                       their patients (Kraus et al. 2011).
                                                                                           Evidence-based therapies need to be disseminated and delivered in a manner functionally
                                                                                       equivalent to those evaluated in the clinical trials that support their effectiveness. For example,
                                                                                       after reviewing the relevant literature, the National Health Service in England adopted CBT as
                                                                                       the first-line treatment for MDD. They have invested more than £400 million to train 6,000
                                                                                       therapists who will be competent in CBT (Cent. Ment. Health et al. 2012).
                                                                                           The greatest concern with all the monotherapies (both ADM and psychotherapies) was pre-
                                                                                       viously summarized; namely, only 30–40% of treated MDD patients remit with a monotherapy
                                                                                       when treatment is offered under ideal conditions with competent professionals. Despite these con-
                                                                                       cerns, each approach to treatment has its positive aspects. For example, ADM generally produce
                                                                                       faster treatment effects (Keller et al. 2000), and psychotherapy (at least CBT) seems to confer
                                                                                       more enduring maintenance of positive outcomes (Craighead et al. 2007, Hollon et al. 2005a).
                                                                                       As we discuss below, the positive effects of the two treatments have influenced researchers and
                                                                                       practitioners to consider treatment combinations in an effort to enhance their overall clinical
                                                                                       effectiveness.
                                                                                       Overview
                                                                                       As noted above, failure to achieve full recovery from MDD is the strongest predictor of a future,
                                                                                       recurrent episode, so improvement in short-term treatment outcomes and prevention of depressive
                                                                                       relapses and recurrences are greatly needed. Over the past 30 years, many studies have examined the
                                                                             efficacy of combined medication and psychotherapy in the acute treatment of MDD and the effect
                                                                             of combination therapy on maintenance of wellness. Outcomes from combination versus single-
                                                                             modality treatment trials are mixed, although the overall weight of evidence supports combination
                                                                             as superior (see Table 1). However, a key clinical challenge that remains to be solved is to identify
                                                                             which individuals require combination treatment to achieve and maintain recovery from MDD.
                                                                                 The remainder of this article summarizes the state of knowledge about the efficacy of combi-
                                                                             nation treatment for MDD, identifies the limitations of the current knowledge base, and suggests
                                                                             directions for future research. The following questions are addressed: Does combination treatment
                                                                             for MDD produce superior short-term outcomes relative to single treatments? Do combination
                                                                             treatments for MDD produce protection against relapse/recurrence? Should combination treat-
                                                                             ment be administered concurrently from the beginning of treatment, sequentially if response to
                                                                             the initial treatment is inadequate, or in combination after a trial of monotherapy? Of the large
                                                                             clinical trials evaluating combination treatments for MDD, which important limitations affect the
                                                                             internal validity and generalizability of results to impact clinical care of depressed patients?
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                                                                             Additive model. At a study level, some individuals remit only with medication, and others remit
                                                                             only with psychotherapy (in addition to those who will remit to neither and those who will
                                                                             remit to either) (Schatzberg et al. 2005). Thus, by simple addition, the proportion of remitters
                                                                             in a combined-therapy condition will be greater than the proportion of those treated with a
                                                                             monotherapy because some of those who will not have remitted to one of the monotherapies will
                                                                             have remitted to the other monotherapy. This effect produces higher rates of remission in the
                                                                             combined treatment. At an individual level, additive effects may be important, particularly for
                                                                             the goal of achieving remission. One of the monotherapies may produce benefit but leave certain
                                                                             symptoms unaddressed (i.e., a response but not a remission). One example of this additive model
            Table 1 Large randomized trials comparing single-modality treatments with combination treatment for acute treatment of major depressive disorder
                                                                                                                                                                   ARI
274
                                                        %
            Author                                 Chronic     Mean                       Duration                                 Remission
            (year)       Design      Patients       MDE        HDRS        Arms (N)       (weeks)       Medication      Dropouts   definition     Remission rate
            Keller      Randomize   Recruited      35          26.9      ADM (220)        12           Nefazodone      ADM: 26%    HDRS ≤8 at    ADM: 29%
Craighead
·
             et al.      from        outpa-                     (24-     CBASP (216)                                   CBASP:       weeks 10     CBASP: 33%
                                                                                                                                                                   31 October 2013
(2000) start tients with item) ADM + 24% and 12 for ADM + CBASP:
Dunlop
                                     MDD;                                CBASP (226)                                   ADM +        completers    48%
                                     depressive                                                                         CBASP:      or at final   p < 0.001 for
                                                                                                                                                                   12:37
                                                       Blom           Randomize       Clinically       n.r.          21.4        ADM (47)             12–16          Nefazodone         ADM:              HDRS ≤8            19.3% overall
                                                        et al.         from            referred                                  IPT (50)                                                36.2%                               Remission OR for
                                                        (2007)         start           outpa-                                    ADM + IPT                                              IPT: 32%                              ADM + IPT
                                                                                       tients with                                (49)                                                  ADM +                                 versus ADM: 3.22
                                                                                       MDD                                       IPT + PBO                                               IPT:                                 (1.02–10.12,
                                                                                                                                                                                                                                                      31 October 2013
275
                                                       Abbreviations: ADM, antidepressant medication; BL, baseline; BP, bipolar disorder; BSP, brief supportive therapy; CBASP, cognitive behavioral analysis system of psychotherapy; CM, clinical
                                                       management; HDRS, Hamilton Depression Rating Scale; IPT, interpersonal therapy; MDD, major depressive disorder; MDE, major depressive episode; n.r., not reported; n.s., not significant;
                                                       OR, odds ratio; PBO, placebo; SPSP, short psychodynamic supportive psychotherapy.
          PS65CH11-Craighead                                                 ARI     31 October 2013        12:37
                                                                                       in an individual is a case in which medication reduces sadness, suicidal ideation, and insomnia but
                                                                                       leaves persisting anhedonia and guilt, which may be resolved through CBT. Through addressing
                                                                                       these residual symptoms, combination treatment may convert a nonremitter to remitter status.
                                                                                       Synergistic model. In synergies, effects that could not be achieved by either individual interven-
                                                                                       tion are possible only when methods are used together. For example, ADM improve hippocampal
                                                                                       function through increased cell survival and dendritic growth (Encinas et al. 2006). Because the
                                                                                       hippocampus is crucial for new learning, patients with severe hippocampal dysfunction from their
                                                                                       depression may require biological enhancement of hippocampal function to be able to utilize
                                                                                       CBT. Similarly, highly anergic patients may require a medication to allow them to “get over the
                                                                                       hump” to engage in rewarding activities that are a key component of BA. In both cases, the two
                                                                                       treatments are required to make synergistic, meaningful gains. Alternatively, based on the partial
                                                                                       or full completion of CBT, patients who need ADM but, for any number of reasons, might refuse
                                                                                       medication initially may, as a result of CBT, experience a cognitive change that results in the
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                                                                                       patient recognizing the need to take ADM. The cognitive change in this example works synergis-
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                                                                                       tically to facilitate the acceptance of ADM by patients who need the medications but otherwise
                                                                                       might refuse them. This synergy differs from the simpler additive model and the straightforward
                                                                                       enhancement of adherence to medications.
                                                                                       Adherence model. Although a more prosaic point, adherence to treatment is crucial to the
                                                                                       success of both ADM and psychotherapy treatments. Psychotherapy can enhance adherence to
                                                                                       ADM dosing through educational and motivational impacts. Conversely, patients who may be
                                                                                       at risk for missing therapy appointments owing to anergia or who cannot complete homework
                                                                                       assignments owing to concentration deficits may be aided in these tasks through medication effects.
                                                                                           In addition to these three models for improved outcomes during acute treatment, combination
                                                                                       treatment may have effects on the long-term course of MDD. Specifically, combination treatment
                                                                                       may provide better protection against relapse and recurrence after remission.
                                                                             Table 2 Considerations for acute studies of combination versus individual treatments for major depressive disorder (MDD)
                                                                             Question                                                                                 Concern
                                                                             Was the psychotherapy arm an evidence-based          Use of psychotherapies not proven to be effective in the treatment of MDD may
                                                                             form of treatment for MDD?                            underestimate benefits.
                                                                             Was pharmacotherapy administered in a manner         1. Was pharmacotherapy dosed adequately?
                                                                             consistent with standard clinical care?              2. Was an early switch to an alternative medication allowed for patients unable
                                                                                                                                   to tolerate the initial medication?
                                                                             Were adequate control conditions present for         1. Including a pill-placebo arm but no control form of psychotherapy distorts
                                                                             both the pharmacotherapy and the                      expectation bias against medication.
                                                                             psychotherapy arms?                                  2. Wait-list controls provide no meaningful expectation of improvement and do
                                                                                                                                   not represent an adequate control for psychotherapy.
                                                                             Was the clinic setting of the study generally        1. Substantial sampling bias may arise from studies performed in locations
                                                                             known for expertise in providing only one form        where patients expect one particular form of treatment.
                                                                             of treatment?                                        2. Study investigators’ allegiance to specific forms of treatment may have
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                                                                             emergence and detection of the benefits of             benefits of monotherapy with psychotherapy to emerge nor for
                                                                             combination treatment?                                medication-induced remission to occur.
                                                                             Were the rates of early termination and refusal of   High rates of dropout from one treatment arm may indicate a study sample
                                                                             randomization assignment different between the        biased against that form of treatment.
                                                                             treatment arms?
                                                                             Was the study powered adequately?                    1. Conclusions of “no benefit” from combination treatment may arise from an
                                                                                                                                   inadequate power to detect statistically significant change.
                                                                                                                                  2. Conclusions of “benefit” from combination treatment may reflect chance
                                                                                                                                   results in small samples.
                                                                             Were treatment preferences assessed prior to         Trial outcomes may be affected by expectancy. Samples of patients in which
                                                                             randomization?                                        there is a strong preference for one treatment over another may not reflect
                                                                                                                                   usual clinical practice.
                                                                             time with the prescribing physician, including the provision of some aspects of supportive therapy
                                                                             (Dunlop & Vaughan 2010). It is, therefore, possible that combination treatment may be more
                                                                             efficacious in clinical trials than in real-world settings, where pharmacotherapy visits may be very
                                                                             brief “med-check” appointments. Conversely, clinical trials involving psychotherapy typically in-
                                                                             corporate well-trained therapists, who can easily communicate with the trial pharmacotherapists.
                                                                             Such valuable aspects of psychotherapy provision may not apply in many real-world settings,
                                                                             consequently resulting in an overestimation of the value of combined treatment in actual clinical
                                                                             practice.
                                                                                 Expectation biases are another potential problem in multiarmed clinical trials, in which one
                                                                             of the arms is a placebo pill. In such trials, patients assigned to a medication condition do not
                                                                             know whether they are receiving an active treatment. In contrast, psychotherapy control con-
                                                                             ditions are not typically presented to patients as “placebo psychotherapy,” but rather they are
                                                                             represented as an effective form of psychotherapy, with extensive description of the treatment. In
                                                                             particular, more severely depressed or impaired patients may be particularly unwilling to enroll
                                                                             in trials involving potential assignment to placebo medication. In contrast, a wait-list condition
                                                                             provides no benefits from attention or hope, and it is also an inadequate control condition for
                                                                             psychotherapy.
                                                                                 Finally, the singular focus on depression rating scale changes as the measure of outcome can
                                                                             lead investigators to overlook other important clinical outcomes that may emerge from combined
                                                                                       Limitations of Meta-Analysis
                                                                                       Meta-analysis is considered the preferred method to evaluate treatment outcomes across studies,
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                                                                                       and it can be employed to overcome design concerns that may affect individual studies. Several
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                                                                                       meta-analyses have examined various aspects of the efficacy of combined versus single-modality
                                                                                       treatments for MDD. Meta-analysis is a powerful technique to identify mean effect sizes and to
                                                                                       compare outcomes quantitatively across a broad range of studies, particularly when many small
                                                                                       studies have been conducted, as is the case in the acute treatment of MDD. Meta-analysis, however,
                                                                                       has several important limitations.
                                                                                           Specifically, studies included in a meta-analysis should be sufficiently similar in design to pro-
                                                                                       duce a meaningful estimate of effect size for an actual clinical intervention (Higgins & Green
                                                                                       2011, Lieberman et al. 2005). Heterogeneity in trial design factors listed in Table 2 may be
                                                                                       differentially valued by those conducting meta-analyses; these discrepant evaluations across inves-
                                                                                       tigators may result in differing conclusions based on different meta-analyses. For studies of MDD
                                                                                       combination treatment, several issues require particular consideration to determine whether the
                                                                                       studies included in a meta-analysis are similar enough in design to produce valid results. First,
                                                                                       although the additive and synergistic models of the benefits of combination treatment imply that
                                                                                       combination treatment should be superior to either treatment delivered singly, it is possible that
                                                                                       combination therapy is superior to medication-only treatment but not superior to psychotherapy
                                                                                       alone. Alternatively, combination therapy might be superior to psychotherapy only but may not
                                                                                       improve medication-treatment outcomes. Thus, meta-analyses ideally would be performed for all
                                                                                       combination-treatment studies with two sensitivity analyses, specifically evaluating the benefit of
                                                                                       combination therapy versus ADM alone and combination therapy versus psychotherapy alone.
                                                                                           Second, investigators need to define an adequate form of each treatment. For medication,
                                                                                       underdosing or not allowing a switch for medication intolerance reflects an inadequate repre-
                                                                                       sentation of regular psychopharmacologic practice. For experimental psychotherapy conditions
                                                                                       the question is even more complex: (a) What is considered an efficacious psychotherapy? Should
                                                                                       only evidence-based forms of psychotherapy be included, or should all forms of counseling be
                                                                                       included? Any form of psychotherapy may provide benefit to patients through the shared effects
                                                                                       common to all therapies, but additional benefit may arise for some patients specifically from the
                                                                                       evidence-based treatments. (b) What is considered an adequate psychotherapy dose (i.e., number
                                                                                       and duration of sessions)? (c) How much experience do therapists need to be considered adequate
                                                                                       to provide competent clinical practice? Failure to consider adequacy of treatments may bias meta-
                                                                                       analyses toward null findings or toward evidence of positive effects, depending on the specific
                                                                                       studies included, a decision not infrequently made in an arbitrary fashion.
                                                                                           A third consideration is the need for a measure of publication bias, such as a funnel plot or using
                                                                                       Duval and Tweedie’s trim and fill procedure (Duval & Tweedie 2000). For various reasons, small
                                                                             studies with positive results are more likely to be published than are small studies with negative
                                                                             results. Without considering the presence of this bias, meta-analyses may falsely conclude that
                                                                             efficacy exists, owing to the absence of negative unpublished results from small studies. In one
                                                                             meta-analysis controlling for publication bias of studies of psychological treatments for MDD,
                                                                             the mean effect size estimate was reduced from 0.67 to 0.42 (Cuijpers et al. 2010a).
                                                                                 In sum, the previously reviewed issues dramatically affect the outcomes of meta-analyses. Thus,
                                                                             when interpreting the meaning of a meta-analysis, individuals must review the selection criteria
                                                                             for studies included in the analyses. The inclusion of many small studies with weak selection
                                                                             criteria and poor methodological implementation, even if the results are statistically significant,
                                                                             can render the outcome of a meta-analysis clinically and scientifically inconsequential.
                                                                             Meta-analyses of ADM versus combination treatment have consistently found small benefits from
                                                                             combination treatment over ADM alone. The broadest meta-analysis (Cuijpers et al. 2009a) of 25
                                                                             studies, which included studies of all forms of depressive disorders, found an effect size of Cohen’s
                                                                             d = 0.31. Importantly, the benefit of combination treatment was driven exclusively by studies of
                                                                             patients with MDD (d = 0.40), with no effect seen in studies of dysthymia (d = 0.00). A meta-
                                                                             analysis limited to 16 trials treating MDD, including a total of 1,842 patients, found a remission
                                                                             rate of 33% for medication monotherapy versus 44% for combination treatment (Pampallona
                                                                             et al. 2004). The odds ratio for remission with combination treatment was 1.86 [95% confidence
                                                                             interval (CI): 1.38–2.52]. This analysis also suggested greater benefit for combination therapy
                                                                             for studies employing treatment durations greater than 12 weeks; this effect was due partly to
                                                                             a smaller percentage of patients dropping out of the combined treatment condition compared
                                                                             to the monotherapy treatment condition in the longer studies. From these analyses, the number
                                                                             needed to treat (NNT) with combination therapy to gain one additional remission over medication
                                                                             monotherapy is 8–9. This NNT is comparable to the NNT of 7 for SSRIs versus placebo to achieve
                                                                             remission in clinical trials of MDD (Arroll et al. 2009).
                                                                                 To delineate the specific benefit of ADM versus that of the placebo effect of a pill, Cuijpers
                                                                             and colleagues (2010b) conducted a meta-analysis comparing the combination of psychotherapy
                                                                             with either active ADM or a placebo pill. The effect size for combination treatment with ADM
                                                                             over pill placebo was only d = 0.25 (95% CI: 0.03–0.46). Again, however, the studies included
                                                                             in that analysis included very diverse groups of patients (many studies compared medically ill or
                                                                             substance-abusing patients), so comparability with other meta-analyses is limited.
                                                                                 One large clinical trial that failed to find benefit from combination treatment over ADM
                                                                             alone was the Research Evaluating the Value of Augmenting Medication with Psychotherapy
                                                                             (REVAMP) (Kocsis et al. 2009). In this trial, chronically depressed patients who failed to remit
                                                                             after 12 weeks of treatment with a single ADM were randomly assigned to augmentation with
                                                                             (a) cognitive behavioral analysis system of psychotherapy (CBASP), (b) brief supportive therapy,
                                                                             or (c) a medication change (either a switch to a second ADM or a two-drug combination). Because
                                                                             the trial was enriched with medication nonremitters, investigators might have expected it to
                                                                             be particularly likely to show the benefit of the psychotherapy addition to ADM. However, no
                                                                             meaningful difference was found among the three treatment approaches on any efficacy measure.
                                                                             There was a potential for selection bias in this trial versus other combination-treatment trials
                                                                             because the patients entering REVAMP knew they would all be initially treated with ADM
                                                                             monotherapy, and few study participants desired psychotherapy treatment alone (Steidtmann et al.
                                                                                       2012). In the only other large trial permitting adjustments in the pharmacotherapy condition, the
                                                                                       combination of short psychodynamic supportive therapy with adjustable pharmacotherapy was
                                                                                       superior to pharmacotherapy alone (de Jonghe et al. 2001). The sample for that trial was highly
                                                                                       psychotherapy preferring; 32% of the patients refused randomization to the ADM monotherapy
                                                                                       arm versus only 13% who refused combination. Thus, it remains uncertain whether the combina-
                                                                                       tion of psychotherapy plus ADM is superior to algorithmically determined and maximized ADM
                                                                                       treatment.
                                                                                       der, which included studies limited to specific subgroups (such as medically ill subjects). Within
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                                                                                       combination treatments, non-CBT therapies produced significantly larger effect sizes than did
                                                                                       studies using CBT as the psychotherapy, which suggests that medication produces a bigger con-
                                                                                       tribution to outcomes for studies that employ non-CBT therapies. Although many factors may
                                                                                       have contributed to this finding, one important interpretation may be that CBT has larger antide-
                                                                                       pressive effects than do other psychotherapies; thus, CBT may leave less room for improvement
                                                                                       with ADM cotreatment than other psychotherapies. There was no evidence of publication bias in
                                                                                       the overall analysis, but many of the included studies were not of high quality. Similarly, Cuijpers
                                                                                       et al. (2009b) found essentially no benefit to psychotherapy combined with SSRIs (d = 0.10), but
                                                                                       slightly larger effects were found when psychotherapy was combined with tricyclic antidepressants
                                                                                       (d = 0.35) or other antidepressants (d = 0.47).
                                                                                           A meta-analysis of studies limited to patients with MDD treated in psychiatric specialty settings
                                                                                       and using a formal psychotherapeutic treatment also found benefit for combined treatment over
                                                                                       psychotherapy alone (de Maat et al. 2007). In the seven included studies, dropout rates were equal
                                                                                       between the combined therapy and psychotherapy alone treatment groups. The intent-to-treat
                                                                                       analyses found a 12% greater remission rate for combined treatment over psychotherapy (46%
                                                                                       versus 34%, respectively; p < 0.00007), reflecting a relative risk for remission of 1.32 (95% CI:
                                                                                       1.12–1.56). The remission rate difference was larger and statistically significant only in the mod-
                                                                                       erately depressed, not the mildly depressed patients. Similarly, statistical significance in remission
                                                                                       rates was present in the chronically depressed but not nonchronically depressed patients. Whether
                                                                                       evaluating combination therapy against medication or psychotherapy alone, results consistently
                                                                                       indicate that patients with chronic forms of MDD are most likely to receive enhanced acute
                                                                                       benefits from combination treatment (Friedman et al. 2004, von Wolff et al. 2012).
                                                                             nearly as many completed meta-analyses as there are high-quality, adequately powered studies; the
                                                                             field currently needs additional adequately powered investigations rather than more meta-analyses.
                                                                             Indeed, the field critically needs research studies that employ new designs that investigate which
                                                                             treatments or combinations of treatments work for which patients under which conditions. This
                                                                             approach was posed in principle by Paul (1969, p. 62) over 40 years ago, and it seems to be finding
                                                                             its fruition in recent depression research using contemporary approaches to study personalized
                                                                             medicine.
                                                                             and prevent recurrence after recovery from a depressive episode is of great importance. There is
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                                                                             growing recognition that the mechanisms involved in recovering and maintaining recovery from
                                                                             a depressive episode may differ from those involving an episode’s initiation (Post 1992, Segal
                                                                             et al. 2002, Sheets et al. 2013). Conceptualizing MDD in this manner suggests that different
                                                                             intervention strategies may be needed during periods of acute-phase treatment versus those of
                                                                             maintenance treatment, at least for some subsets of depressed patients.
                                                                                 Both CBT and IPT have demonstrated efficacy in preventing recurrence following successful
                                                                             acute psychotherapy treatment (Dobson et al. 2008, Frank et al. 2007, Hollon et al. 2005a, Vittengl
                                                                             et al. 2007), though some studies have found IPT to be less efficacious than medication when ADM
                                                                             are continued through the maintenance phase (Frank et al. 1990, Reynolds et al. 1999). Such
                                                                             enduring effects of psychotherapy in the absence of ongoing sessions suggest that psychotherapy
                                                                             treatments change risk factors for recurrence in a manner that treatment with acute ADM does
                                                                             not (Hollon et al. 2006).
                                                                                       Simons et al. 1986), though some studies did not find this effect (Perlis et al. 2002, Shea et al.
                                                                                       1992). When ADM are maintained during follow-up, the data are more mixed; some studies still
                                                                                       indicate a benefit for CBT (Hollon et al. 2005a, Simons et al. 1986), whereas others indicate no
                                                                                       difference between treatment conditions (Evans et al. 1992, Frank et al. 1990).
                                                                                           The degree of recovery from depression required for patients to enter a trial’s maintenance
                                                                                       phase is another important consideration. The greater the presence of residual symptoms is after
                                                                                       treatment for a major depressive episode, the more elevated the risk is for depressive recurrence
                                                                                       compared with patients who achieve a full remission ( Judd et al. 2000, Paykel et al. 1995, Thase
                                                                                       et al. 1992). Any differential levels of residual symptoms within the experimental conditions in a
                                                                                       maintenance-phase combination trial may produce a bias in any observed differential outcomes
                                                                                       (Karp et al. 2004).
                                                                                           Finally, the timing of the provision of the combination treatment is of great importance. Com-
                                                                                       bination treatment can be provided from the outset of treatment, or the two treatment components
                                                                                       can be added sequentially. Some studies of combination treatment reporting maintenance-phase
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                                                                                       outcomes simply added a naturalistic follow-up phase, with or without ADM continuation, to a
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                                                                                       study designed to examine the acute-phase efficacy of combination treatment. Thus, the trial’s
                                                                                       primary aim was not to evaluate prevention of recurrence, but rather short-term improvements
                                                                                       (Evans et al. 1992, Maina et al. 2009, Miller et al. 1989), and the maintenance phase of the studies
                                                                                       was simply an add-on.
                                                                                           One of the most important threats to the validity of naturalistic follow-up of trials involving
                                                                                       combination treatment from the outset is the “differential sieve” phenomenon (Klein 1996). The
                                                                                       differential sieve problem arises when only responders or remitters to an acute-phase treatment
                                                                                       enter into the follow-up phase. By not considering all subjects who start treatment, the potential
                                                                                       for differential retention makes maintenance studies vulnerable to bias because patients at high
                                                                                       risk for relapse (i.e., most severely depressed or more difficult to treat) may be more likely to
                                                                                       enter the maintenance phase in one arm of a trial than in a comparator arm (Dunlop et al. 2012b,
                                                                                       Evans et al. 1992). For example, if a combination-treatment arm can push a greater proportion of
                                                                                       higher-risk patients into remission than the monotherapy arm does, then during follow-up there
                                                                                       will be a bias for greater relapses in the combination arm because it will have retained a higher
                                                                                       proportion of greater at-risk patients at the beginning of the maintenance phase. This concern is
                                                                                       partially alleviated if equal proportions of the patients in each condition from the acute-treatment
                                                                                       phase enter the follow-up phase; however, there could still be differential mixtures of at-risk and
                                                                                       less-at-risk patients, owing to differential patterns of acute response. In essence, a more powerful
                                                                                       acute-phase treatment can appear less effective than a comparator in maintenance treatment owing
                                                                                       to features of the patients it helps. Although little evidence indicates that treatment responders
                                                                                       differ from nonresponders in clinically meaningful ways, selection bias may still emerge from
                                                                                       unmeasured important factors (Hollon et al. 2006).
                                                                             aspects of treatment are continued, and maintenance of ADM alone has a greater effect on pre-
                                                                             venting recurrence than does IPT alone among MDD patients initially treated with combination
                                                                             therapy (Frank et al. 1990, Reynolds et al. 1999).
                                                                                Sequential treatment designs provide another strong form of evidence for the role of combined
                                                                             treatment. In this design, patients are randomized to additional treatment in a maintenance phase.
                                                                             Mindfulness-based cognitive behavior therapy (MBCT) is a manualized, group-based, eight-
                                                                             session, skills-training form of CBT (Teasdale et al. 2000), which can be added after patients
                                                                             have achieved remission with ADM treatment. A meta-analysis of six similarly designed MBCT
                                                                             versus treatment as usual or placebo trials found consistent, similar effect sizes in prevention of
                                                                             recurrence (Piet & Hougaard 2011). Other studies of patients fully remitting (Bockting et al.
                                                                             2005) or partially remitting (Fava et al. 1996, 1998; Paykel et al. 1999) to ADM monotherapy
                                                                             have demonstrated the efficacy of a subsequent course of CBT in preventing recurrences. Only
                                                                             one study has failed to find a benefit on relapse prevention from adding CBT to ADM therapy
                                                                             for patients in remission (Perlis et al. 2002). This study was unique because at the same time that
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                                                                             CBT was added, the fluoxetine doses for all remitted patients were doubled. This dose increase,
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                                                                             combined with the relatively brief follow-up period of 28 weeks, resulted in very few recurrences
                                                                             during the study. In summary, the efficacy of CBT and MBCT in preventing MDD recurrence
                                                                             represents one of the strongest and most robust findings in the area of combination treatment of
                                                                             MDD.
                                                                                       cannot currently be reached. As we note later, the enduring effects of CBT may emerge for a specific
                                                                                       subset of patients regardless of whether CBT is conducted alone or in combination with ADM.
                                                                                       Overview
                                                                                       The question of whether combination treatment for MDD is superior to single-modality treat-
                                                                                       ment is inextricably bound with the following issue: Should combined treatment be administered
                                                                                       concurrently for all patients, or should it be given sequentially for those patients who do not remit
                                                                                       to the initial treatment? The primary advantage for concurrent initial treatment is a shortened
                                                                                       time to remission. Within the sequential approach, in which patients must first demonstrate in-
                                                                                       ability to remit from a single treatment, there is a period of 2–3 months lost while administering
                                                                                       an insufficiently effective treatment. The concurrent approach incurs greater financial costs in the
                                                                                       short run, owing to the greater intensity of treatment, though this concern may be obviated if
                                                                                       long-term costs are reduced through decreased relapse rates.
                                                                                           No controlled studies have explicitly compared concurrent versus sequential treatments. How-
                                                                                       ever, Frank and coworkers studied two consecutive cohorts of women treated with IPT, with
                                                                                       medication added either concurrently from the start of treatment or sequentially for nonremitters
                                                                                       to IPT monotherapy. They found significantly higher remission rates in the sequentially treated
                                                                                       patients (79%) compared with the concurrently treated cohort (66%, p = 0.02). This difference
                                                                                       was even more pronounced in the more severely depressed (HDRS ≥ 20) women (81% versus
                                                                                       58%, respectively; p < 0.02) (Frank et al. 2000). The criteria for participation were similar between
                                                                                       the two trials, but there were important differences between the studies, including the type of an-
                                                                                       tidepressant used and the amount of IPT provided. Although these data are suggestive, conclusive
                                                                                       evidence requires trials specifically designed to compare concurrent and sequential approaches.
                                                                                           A theoretical risk of administering combined treatment is the potential interference of one
                                                                                       treatment with another. The relief provided by medication may reduce motivation to engage
                                                                                       in psychotherapy (Rounsaville et al. 1981). Other interference effects may arise from patients’
                                                                                       psychological interpretation of sources of benefit. Specifically, patients may attribute gains in
                                                                                       treatment solely to medication effects, thereby diminishing their sense of self-efficacy in manag-
                                                                                       ing depressive symptoms. Relevant potential concerns have emerged from the anxiety disorders
                                                                                       literature, in which combination treatment led to worse long-term outcomes than did treat-
                                                                                       ment with CBT alone (Barlow et al. 2000). This negative interaction may arise from mood-state
                                                                                       or context-dependent learning effects, in which extinction learning and coping skills learned in
                                                                             psychotherapy when experiencing reduced levels of anxiety (due to medication treatment) are not
                                                                             fully accessible in higher-level states present after medication has been discontinued (Bouton et al.
                                                                             2006). Such detrimental effects may be less likely to occur with the effective treatments for MDD,
                                                                             which do not depend as much on the more exposure learning-based methods employed to treat
                                                                             anxiety.
                                                                             chance for remission. Predictors of outcome may be prognostic (i.e., nonspecifically indicating like-
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                                                                                       into one meta-analysis, this benefit ratio likely underestimated the value of combined treatment
                                                                                       for chronic MDD. Several large studies of combination therapy versus ADM alone for dysthymia
                                                                                       have failed to find benefit for combination treatment (Browne et al. 2002, de Mello et al. 2001,
                                                                                       Markowitz et al. 2005, Ravindran et al. 1999). Indeed, von Wolff and colleagues (2012) found
                                                                                       that for depressive symptoms in patients with dysthymia, the benefit ratio of combined treatment
                                                                                       versus ADM alone was 0.95. In contrast, for studies limited to chronic MDD, the benefit ratio
                                                                                       was 4.0 in favor of combination treatment.
                                                                                           There is a little evidence indicating that more severely depressed patients (HDRS >20) benefit
                                                                                       more from acute combination treatment than from ADM monotherapy (Cuijpers et al. 2009).
                                                                                       Gender has also not consistently predicted outcomes to different treatment modalities. Recent
                                                                                       adverse life events have been associated with superior outcomes for CBT over ADM (Fournier
                                                                                       et al. 2009) and to poorer response in an ADM-only trial (Mazure et al. 2000).
                                                                                           Patient preference is often used to match patients to treatment, although in clinical trials the
                                                                                       value of preference in predicting outcome is mixed. Some randomized trials of psychotherapy
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                                                                                       versus ADM have required patients, including those with personal treatment preferences, to be
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                                                                                       willing to start randomized treatment; these studies have found that preference is not associated
                                                                                       with outcome (Dunlop et al. 2012c, Kwan et al. 2010, Leykin et al. 2007). Attrition rates between
                                                                                       patients matched and mismatched by treatment preference are variable across trials; mismatch
                                                                                       predicts greater dropout rates in some trials (Kwan et al. 2010, Raue et al. 2009), but not others
                                                                                       (Dunlop et al. 2012c, Kocsis et al. 2009, Leykin et al. 2007). These variable findings indicate the
                                                                                       crucial contribution of how the informed consent process is performed, particularly the discussion
                                                                                       around randomization and the patient’s willingness to start the treatment regardless of preference.
                                                                                       More generally, patients preferring ADM over psychotherapy or combination treatment have
                                                                                       higher rates of attrition (Dunlop et al. 2012c, Steidtmann et al. 2012), which may stem from
                                                                                       beliefs about causes of their depression (Dunlop et al. 2012c, Steidtmann et al. 2012) or from
                                                                                       practical factors related to treatment (e.g., preference for ADM may derive from time or travel
                                                                                       constraints, which may contribute to attrition).
                                                                                           Two large combination trials of treatments for chronic MDD have evaluated patient preference
                                                                                       as a predictor (Kocsis et al. 2009, Steidtmann et al. 2012). In both trials, the majority of patients
                                                                                       entering the trial preferred combination therapy rather than monotherapy treatment. In the nefa-
                                                                                       zodone/CBASP trial, matching to treatment preference strongly predicted remission among the
                                                                                       few patients who preferred a monotherapy over combination (Kocsis et al. 2009). In the REVAMP
                                                                                       trial, patients indicated their preference for combination therapy or a monotherapy at the begin-
                                                                                       ning of the initial medication-only phase; this preference did not associate with outcomes among
                                                                                       the ADM nonremitters randomized to a 12-week course of combination treatment (CBASP or
                                                                                       brief supportive therapy plus ADM) or ADM adjustment only (Steidtmann et al. 2012). These
                                                                                       differing results speak to the importance of how trial design factors may influence the sample of
                                                                                       MDD patients included in trials.
                                                                                           Childhood maltreatment is associated with poorer outcomes to treatment with medication or
                                                                                       combined treatment for MDD (Nanni et al. 2012). Among chronically ill patients, patients re-
                                                                                       porting early childhood adversity, including parental loss, physical or sexual abuse, and neglect,
                                                                                       improved significantly more with combination CBASP plus nefazodone over nefazodone alone,
                                                                                       though the combination therapy was not superior to CBASP alone (Nemeroff et al. 2003), in-
                                                                                       dicating that ADM did not add to the treatment outcomes. Childhood adversity also predicted
                                                                                       poorer outcomes to the initial medication monotherapy phase in the REVAMP trial (Klein et al.
                                                                                       2009). Again, these results need further study by enrolling patients on the basis of early abuse and
                                                                                       then randomizing them to treatments to determine if abuse history is an actual specific marker of
                                                                                       treatment outcomes.
                                                                                 Higher levels of anxiety (or the presence of a comorbid anxiety disorder) typically predict
                                                                             poorer outcomes of treatment for MDD (Fava et al. 2008, Souery et al. 2007) or longer time to
                                                                             remission (Frank et al. 2011). Studies of combination-therapy versus monotherapy treatments have
                                                                             not reported differential outcomes by type of treatment among anxious patients. However, among
                                                                             patients with a comorbid anxiety disorder, anxiety symptoms improved considerably more among
                                                                             chronically depressed patients who received combination nefazodone and CBASP compared with
                                                                             those who received CBASP alone; of note, the combination was not superior to nefazodone alone
                                                                             for anxiety symptoms (Ninan et al. 2002). Some studies comparing psychotherapy versus ADM
                                                                             or their combination allow the concurrent use of benzodiazepines to treat insomnia or anxiety
                                                                             (Frank et al. 2011), which acts to reduce the likelihood of finding differences between treatment
                                                                             conditions.
                                                                                 Because greater medical disease burden is a poor prognostic factor for MDD treatment
                                                                             (Iosifescu et al. 2003), combination treatment may have particular value in depressed medically
                                                                             ill patients. However, in the single large controlled trial of combination treatment performed in
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                                                                             patients with coronary artery disease and MDD, citalopram plus IPT was not superior to citalo-
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                                                                             pram plus clinical management; both arms achieved remission rates of 36% (Lesperance et al.
                                                                             2007).
                                                                             Brain-based moderators. Although chronicity is currently the best clinical marker to identify
                                                                             which patients need combination treatment to remit from a major depressive episode, many pa-
                                                                             tients in a chronic or recurrent episode achieve remission with a single-modality treatment. Several
                                                                             methods are being investigated to better stratify patients into subgroups to identify the individuals
                                                                             who will need ADM, psychotherapy, or combination treatment to achieve remission (Dunlop et al.
                                                                             2012a). Neuroimaging, including positron emission tomography (PET) and functional magnetic
                                                                             resonance imaging (fMRI), is at the forefront of these methods, but other methods are also under
                                                                             investigation (Kemp et al. 2008).
                                                                                 ADM and psychotherapy have been shown to act via different mechanisms in the brain to
                                                                             achieve their treatment effects (DeRubeis et al. 2005b). A wide variety of studies employing neu-
                                                                             roimaging have been performed in efforts to determine the neurological basis for change with
                                                                             single-modality treatments, but no studies have specifically examined the effects of combined
                                                                             treatment versus those of a monotherapy. Nevertheless, understanding the biological mecha-
                                                                             nisms by which different single-modality treatments work may contribute to the rational use of
                                                                             combination treatment in the future.
                                                                                 Neuroimaging has greatly enhanced our understanding of brain function in depressed patients
                                                                             (Price & Drevets 2011). Symptoms of depression such as changes in appetite, sleep, and energy
                                                                             are likely mediated in part through hypothalamic regions. Negative emotional experience (sadness
                                                                             and anxiety) is thought to involve the amygdala, insula, and subgenual cingulate cortex. Anhedonia
                                                                             and motivation are mediated largely by processing between the ventral tegmentum and ventral
                                                                             striatum regions, and the basal ganglia are important for psychomotor speed. Cognitive functions
                                                                             such as attention, working memory, and decision making are performed via processing in prefrontal
                                                                             regions, including the dorsolateral prefrontal cortex and anterior cingulate cortex. These various
                                                                             brain regions are connected within networks of activity, and the regions reflect nodes within a
                                                                             network. However, a complete delineation of the scope and function of these networks has not yet
                                                                             been described. One emerging conceptualization proposes that in a depressive episode excessive
                                                                             negative emotion processing in the limbic regions may impact other nodes in the network, driving
                                                                             cognition toward negative thoughts (pessimism, guilt, worthlessness) and disrupting attentional
                                                                             systems (Wang et al. 2012); nevertheless, the directionality of network activation is not currently
                                                                             clearly articulated.
                                                                                           A commonly referenced heuristic for understanding how psychotherapy and ADM differen-
                                                                                       tially impact these networks in MDD is the top-down versus bottom-up distinction (Ochsner
                                                                                       et al. 2009). In this model, ADMs modify neurotransmitter activity to diminish activity in limbic
                                                                                       brain regions, including the amygdala, insula, subgenual cingulate cortex (Broadman Area 25),
                                                                                       and hippocampus, thereby reducing negative emotional states and freeing cortical regions from
                                                                                       negative bias. However, other data indicate that at least some antidepressants may have direct
                                                                                       effects on cortical function, which is not surprising given the diffuse distribution of serotonin and
                                                                                       norepinephrine pathways within the brain (Deutch & Roth 2009, Fu et al. 2004).
                                                                                           Psychotherapy approaches, except perhaps for BA, are proposed to act through top-down
                                                                                       mechanisms, implying that through actions of cognitive networks, excessive negative limbic activity
                                                                                       can be decreased. There are reciprocal connections between limbic regions and cortical regions
                                                                                       such as the anterior cingulate cortex and the orbitofrontal cortex. These regions exist within
                                                                                       networks that reciprocally or unidirectionally transmit information for processing. Thus, mood
                                                                                       may be regulated through acting on these networks at accessible nodes. The nodes are generally
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                                                                                       considered limbic for medication, whereas they are more cognitive for psychotherapy (see Ochsner
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                                                                                 Neuroimaging may also be valuable for identifying individuals at risk for recurrent MDD. In
                                                                             a subset of unmedicated patients with MDD in remission, greater recall for negatively valenced
                                                                             self-referent words was associated with greater amygdala activation over healthy controls during a
                                                                             sad mood induction task (Ramel et al. 2007). Similarly, remitted MDD patients who demonstrated
                                                                             activation of the medial prefrontal cortex (relative to visual cortex activation) while watching sad
                                                                             film clips had higher rates of major depressive episode recurrence over 18 months of follow-up
                                                                             (Farb et al. 2011). Approaches such as these may help identify which depressed patients will likely
                                                                             benefit from maintenance ADM or a specific course of CBT for relapse prevention.
                                                                                 Only recently has neuroimaging been used to predict differential response to psychotherapy
                                                                             or ADM. In a PET resting-state study, Mayberg and coworkers (McGrath et al. 2013) identified
                                                                             several brain regions that differentially predicted remission and nonresponse among patients ran-
                                                                             domly assigned to treatment with CBT or ADM. In particular, hypoactivity in the anterior insula
                                                                             (relative to whole-brain metabolism) predicted remission with CBT and nonresponse with ADM,
                                                                             whereas hyperactivity in this region predicted remission to ADM and nonresponse to CBT. The
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                                                                             better response to ADM in insula-hyperactive individuals was not absolute; several of these pa-
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                                                                             tients also did not respond to ADM. This finding conforms with the results of a meta-analysis of
                                                                             neuroimaging studies of MDD treatment, in which greater activity in the anterior insula predicted
                                                                             lower likelihood of response to both ADM and CBT treatments (Fu et al. 2013). That the insula
                                                                             could serve a predictive role in MDD treatment selection is credible on the basis of its significant
                                                                             role in several processes that are disrupted in MDD, including interoception, emotional self-
                                                                             awareness, decision making, cognitive control, and integration of emotionally important social
                                                                             information (Craig 2009, Critchley 2005, Farb et al. 2012).
                                                                                 Enthusiasm for these neuroimaging findings needs to be tempered with the recognition that,
                                                                             to date, all biological predictor studies have identified potential prescriptive factors through post
                                                                             hoc analyses. Proof of their utility in clinical decision making will require prospective random-
                                                                             ized trials in which patients are stratified, using the potential predictors, into treatment condi-
                                                                             tions. Until such data are generated, the best approach to matching individual patients to treat-
                                                                             ments is to compare across studies for factors found to associate with outcomes in retrospective
                                                                             analyses.
                                                                             FUTURE DIRECTIONS
                                                                             Future studies of combination treatments for MDD should prioritize identifying the individuals
                                                                             who require combined treatment to recover and maintain wellness, rather than documenting the
                                                                             average effects of combination therapy (i.e., employ a personalized medicine approach to treating
                                                                             MDD). In light of expense, inconvenience, and insignificant additional gain for many patients,
                                                                             application of combined treatment needs to be reserved for individuals most at risk of incomplete
                                                                             benefit from a monotherapy or who possess the biological and psychological characteristics most
                                                                             predictive of benefit from combination treatment. More precise identification of these factors
                                                                             should be the primary focus of future research efforts.
                                                                                 Patient treatment preferences, beliefs about depression etiology, and treatment effects and risks
                                                                             must be evaluated prior to randomization but after completion of the informed consent process;
                                                                             this process may involve substantial provision of new information for participants. For effectiveness
                                                                             trials, which aim to mimic real-world clinical practice, all patients should be randomized, regardless
                                                                             of whether their treatment assignment would affect their intent to complete the trial. For efficacy
                                                                             trials, or trials examining biological or other moderators of outcomes, patients should be asked
                                                                             directly by senior research personnel during the consent process whether they are willing to accept
                                                                             randomization and start treatment, regardless of their preferences; patients who do not agree (i.e.,
                                                                                       plan to drop out if they are not randomized to their preference) should be terminated from the
                                                                                       study prior to randomization.
                                                                                           Previous treatment experiences should be recorded to the degree possible. Studies routinely
                                                                                       exclude patients who have failed to respond to the psychotherapy evaluated in that particular
                                                                                       trial. However, the exclusion should apply to patients who have received that form of treatment,
                                                                                       regardless of prior response. Similarly for medication, trials typically exclude patients who have
                                                                                       not responded to treatment with the ADM used in the trial. However, failure to respond to
                                                                                       one SSRI may predict failure to respond to another, so the exclusion should be based on fail-
                                                                                       ure to respond to the class of medications rather than on failure to respond to the individual
                                                                                       agent.
                                                                                           Placebo control arms are not necessary for trials aiming solely to identify the efficacy of com-
                                                                                       bined treatment. However, such trials should include arms for each of the two individual treatments
                                                                                       comprising the combination treatment in order to minimize selection bias for patients seeking a
                                                                                       particular form of treatment. Studies examining biological or psychological mediators of outcome
Annu. Rev. Psychol. 2014.65:267-300. Downloaded from www.annualreviews.org
                                                                                       would benefit from the use of placebo arms to isolate the shared and specific mediators of change
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                                                                                       CONCLUSIONS
                                                                                       Single-modality treatments for MDD produce essentially identical results, on average, though
                                                                                       clearly some individuals benefit specifically from one form of treatment and not another. Only
                                                                                       about one-third of monotherapy patients achieve remission of MDD, whereas about two-thirds
                                                                                       show a clinical response. This finding has led to studies regarding the clinical outcomes of com-
                                                                                       bination treatments.
                                                                                           For acute treatment of MDD, there is little evidence that combination therapy is superior to
                                                                                       ADM or psychotherapy alone in mild cases of MDD. Combination treatment for MDD demon-
                                                                                       strates its greatest advantage over single-modality treatment in patients with chronic MDD. Pa-
                                                                                       tients with recurrent forms of MDD likely benefit from a course of CBT-based treatment after
                                                                                       improvement with ADM monotherapy. A simplified treatment algorithm for these recommenda-
                                                                                       tions is displayed in Figure 1.
                                                                                           Combination treatment extends time to recurrence or relapse in MDD patients fully or partially
                                                                                       remitting during acute-phase treatment. For patients who receive combination treatment during
                                                                                       the acute phase, the best long-term outcomes occur if both components of treatment continue
                                                                                       through the maintenance phase. Discontinuing ADM after its use in an acute-phase treatment
                                                                                       carries the greatest risk for recurrence. Patients receiving initial treatment with ADM monotherapy
                                                                                       are less likely to experience a recurrence if they complete a short course of CBT after improving;
                                                                                       this benefit is clear, particularly for patients with recurrent depression or those who continue to
                                                                                       have residual depressive symptoms upon completion of acute treatment.
                                                                                         MBCT or CBTB
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                                                                             Figure 1
                                                                             Evidence-based treatment algorithm for depressive disorders. For nonchronic MDD, monotherapy
                                                                             treatment with either ADM or psychotherapy is appropriate, with combination treatment indicated if the
                                                                             monotherapy treatment fails to produce remission. For chronic MDD, combination treatment is indicated
                                                                             from the start of treatment. For both forms of MDD, remitting patients with highly recurrent illness
                                                                             (≥3 lifetime episodes) may benefit from additional sessions of MBCT or CBTB directed toward relapse
                                                                             prevention. Patients with dysthymia should initially be treated with ADM, progressing to combination
                                                                             treatments if remission is not attained. Abbreviations: ADM, antidepressant medication; CBTB, cognitive
                                                                             behavior therapy with booster sessions; MBCT, mindfulness-based cognitive therapy; MDD, major
                                                                             depressive disorder; PT, psychotherapy.
                                                                                Great promise is offered by the identification of baseline markers that differentially predict
                                                                             remission to individual or combination treatments. Further work needs to identify markers of
                                                                             maintenance of effects achieved during acute treatment.
                                                                             DISCLOSURE STATEMENT
                                                                             Dr. Craighead is a board member of Hugarheill ehf, an Icelandic company dedicated to the
                                                                             prevention of depression, and he receives book royalties from John Wiley & Sons. He is a con-
                                                                             sultant to the George West Mental Health Foundation that oversees Skyland Trail, a residential
                                                                             treatment facility in Atlanta, Georgia. Dr. Dunlop has received honoraria for consulting work
                                                                             performed for Bristol- Myers Squibb, MedAvante, Pfizer, and Roche. He has received research
                                                                             support from AstraZeneca, Bristol-Myers Squibb, Evotec, Forest, GlaxoSmithKline, Novartis,
                                                                             Ono Pharmaceuticals, Pfizer, Takeda, and Transcept.
                                                                             ACKNOWLEDGMENTS
                                                                             The authors acknowledge the support of NIH grant MH-080880 (W.E.C.) and MH-086690
                                                                             (B.W.D.) as well as the support of grants (W.E.C.) from the Brock Family Foundation and the
                                                                             Realan Foundation. The authors express their appreciation to Linda W. Craighead, Jacqueline
                                                                             Larson, and Allison Meyer for reading earlier versions of this manuscript and to Jacqueline Larson
                                                                             for assistance in the technical preparation of the manuscript.
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                                                                             Annual Review of
                                                                                                     Contents
                                                                             Psychology
                                                                                                     Genetics of Behavior
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                                                                                                     Gene-Environment Interaction
                                                                                                       Stephen B. Manuck and Jeanne M. McCaffery p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p41
                                                                                                     Cognitive Neuroscience
                                                                                                     The Cognitive Neuroscience of Insight
                                                                                                       John Kounios and Mark Beeman p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p71
                                                                                                     Color Perception
                                                                                                     Color Psychology: Effects of Perceiving Color on Psychological
                                                                                                      Functioning in Humans
                                                                                                       Andrew J. Elliot and Markus A. Maier p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p95
                                                                                                     Infancy
                                                                                                     Human Infancy. . . and the Rest of the Lifespan
                                                                                                       Marc H. Bornstein p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 121
                                                                                                vi
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                                                                             Individual Treatment
                                                                             Combination Psychotherapy and Antidepressant Medication Treatment
                                                                              for Depression: For Whom, When, and How
                                                                               W. Edward Craighead and Boadie W. Dunlop p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 267
                                                                              Psychological Intervention
                                                                               Geoffrey L. Cohen and David K. Sherman p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 333
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                                                                             Gender
                                                                             Gender Similarities and Differences
                                                                               Janet Shibley Hyde p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 373
                                                                             Small Groups
                                                                             Deviance and Dissent in Groups
                                                                               Jolanda Jetten and Matthew J. Hornsey p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 461
                                                                             Social Neuroscience
                                                                             Cultural Neuroscience: Biology of the Mind in Cultural Contexts
                                                                               Heejung S. Kim and Joni Y. Sasaki p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 487
                                                                             Environmental Psychology
                                                                             Environmental Psychology Matters
                                                                               Robert Gifford p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 541
                                                                                                                                                                                                                                                   Contents       vii
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                                                                                          Community Psychology
                                                                                          Socioecological Psychology
                                                                                            Shigehiro Oishi p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 581
                                                                                          Organizational Climate/Culture
                                                                                          (Un)Ethical Behavior in Organizations
                                                                                            Linda Klebe Treviño, Niki A. den Nieuwenboer, and Jennifer J. Kish-Gephart p p p p p p p 635
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                                                                                          Job/Work Design
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                                                                                          Timely Topics
                                                                                          Properties of the Internal Clock: First- and Second-Order Principles of
                                                                                            Subjective Time
                                                                                            Melissa J. Allman, Sundeep Teki, Timothy D. Griffiths, and Warren H. Meck p p p p p p p p 743
Indexes
                                                                                          Errata
                                                                                          An online log of corrections to Annual Review of Psychology articles may be found at
                                                                                          http://psych.AnnualReviews.org/errata.shtml
viii Contents