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The Evidence Synthesis Program (ESP) Coordinating Center is responding to a request from the Office of Mental Health and Suicide Prevention (OMHSP) for an Evidence Brief on treatment of comorbid mental health conditions, or mental health conditions comorbid with a traumatic brain injury, substance use disorder, or chronic pain among Veterans and military Service members. Findings from this Evidence Brief will be used to inform the development of a clinical provider toolkit, as required by the Commander John Scott Hannon Veterans Mental Health Care Improvement Act (S.785 2019). The toolkit is intended to enhance clinical provider training in delivery of comprehensive care for Veterans and military Service members with comorbid conditions.
PREFACE
The VA Evidence Synthesis Program (ESP) was established in 2007 to provide timely and accurate syntheses of targeted health care topics of importance to clinicians, managers, and policymakers as they work to improve the health and health care of Veterans. These reports help:
- Develop clinical policies informed by evidence;
- Implement effective services to improve patient outcomes and to support VA clinical practice guidelines and performance measures; and
- Set the direction for future research to address gaps in clinical knowledge.
The program comprises three ESP Centers across the US and a Coordinating Center located in Portland, Oregon. Center Directors are VA clinicians and recognized leaders in the field of evidence synthesis with close ties to the AHRQ Evidence-based Practice Center Program. The Coordinating Center was created to manage program operations, ensure methodological consistency and quality of products, interface with stakeholders, and address urgent evidence needs. To ensure responsiveness to the needs of decision-makers, the program is governed by a Steering Committee composed of health system leadership and researchers. The program solicits nominations for review topics several times a year via the program website.
The present report was developed in response to a request from the Office of Mental Health and Suicide Prevention (OMHSP). The scope was further developed with input from Operational Partners (below) and the ESP Coordinating Center review team. Comments on this report are welcome and can be sent to Nicole Floyd, Deputy Director, ESP Coordinating Center at vog.av@dyolF.elociN.
ACKNOWLEDGMENTS
The ESP is grateful to the following individuals for their contributions to this project:
- Operational PartnersOperational partners are system-level stakeholders who help ensure relevance of the review topic to the VA, contribute to the development of and approve final project scope and timeframe for completion, provide feedback on the draft report, and provide consultation on strategies for dissemination of the report to the field and relevant groups.
- Christopher Loftis, PhD, PMPNational DirectorVA/DoD Mental Health Collaboration
EXECUTIVE SUMMARY
Background
The Evidence Synthesis Program Coordinating Center is responding to a request from the Office of Mental Health and Suicide Prevention (OMHSP) for an Evidence Brief on treatment of comorbid mental health conditions, or mental health conditions comorbid with a traumatic brain injury, substance use disorder, or chronic pain, among Veterans and military Service members. Findings from this Evidence Brief will be used to inform development of a clinical provider toolkit, as required by the Commander John Scott Hannon Veterans Mental Health Care Improvement Act (S.785 2019).1
Methods
To identify systematic reviews, we searched Ovid MEDLINE, Cochrane Database of Systematic Reviews, and other sources from 2014 to August 2021. We used prespecified criteria for study selection, data abstraction, and rating internal validity and strength of the evidence. See the Methods section and our PROSPERO protocol for full details of our methodology.
Key Findings
- Evidence from recent systematic reviews (SRs) on the treatment of comorbid conditions is inconsistent, and little evidence is available for most combinations of comorbidities.
- Based on data from a single study, 1 SR found that a baseline diagnosis of major depressive disorder (MDD) significantly predicted nonresponse to posttraumatic stress disorder (PTSD) treatment. However, these findings are limited to a single, imprecise study.
- Treatment with antidepressants may result in improvements in certain alcohol outcomes in individuals with comorbid depression and alcohol dependence, based on 1 well-conducted SR. The effect of treatment of a primary condition on a comorbid condition in 10 other SRs is unclear due to inconsistent, imprecise, and/or indirect findings.
- The evidence on the effectiveness of integrated treatment compared to nonintegrated treatment was inconsistent among 6 SRs but was most favorable for integrated treatment of PTSD and substance use disorder (SUD). The evidence was further limited by imprecise and/or indirect findings.
Psychiatric comorbidity in Veterans and military Service members with a mental health condition, substance use disorder (SUD), traumatic brain injury (TBI), or chronic pain is widespread and is generally associated with a more severe clinical profile, increased clinical complexity, and worse outcomes. Further, therapeutic efficacy may differ with the presence of a comorbid condition. The impact of comorbidity on treatment outcomes is not well understood, and there is debate about the optimal treatment course of these patients. Existing research evaluating the effectiveness of treatments for a primary condition alone often either excludes individuals with comorbid diagnoses or does not measure comorbidity.
The purpose of this review is to identify and synthesize evidence related to the treatment of comorbid conditions, focusing on evidence reported in existing systematic reviews (SRs) that examines whether treatment of a primary condition is impacted by the presence or severity of comorbidities, whether treatment of patients’ primary condition leads to clinical improvement of comorbidities, and the effectiveness of integrated treatment compared to nonintegrated treatment. This review included the following combinations of conditions: adults with PTSD comorbid with anxiety, depression, bipolar disorder, TBI, SUD, or chronic pain; adults with TBI comorbid with anxiety, depression, bipolar disorder, PTSD, SUD, or chronic pain; or adults with anxiety, depression, or bipolar disorder comorbid with SUD or chronic pain.
Due to the complexity and large volume of literature, we prioritized our inclusion to recent SRs. Among 26 prioritized SRs, most were well-conducted but primary studies within the SRs often had methodological limitations, including small sample sizes and moderate-to-high risk of bias. The eligibility criteria of the included SRs did not always line up entirely with our criteria and several of the SRs included studies with populations, comparators, and outcomes not relevant to our review. We focused our synthesis on SRs reporting a synthesis of studies relevant to our criteria (Table ES-1).
Among 6 SRs examining whether response to treatment of a primary condition is impacted by the presence or severity of a comorbid condition, only 1 concluded that the presence of a comorbid condition had a negative impact on treatment outcomes. Based on data from a single study, this SR conducted a trajectory analysis and found that a baseline diagnosis of major depressive disorder (MDD) was a significant predictor of nonresponse to PTSD treatment. The remaining 5 SRs either found that the presence of a comorbid condition had no effect or that the evidence was inconsistent.
Among 11 SRs examining whether treatment of a primary condition results in improvements in a comorbid condition, 1 well-conducted SR reported that treatment with antidepressants may result in improvements in certain alcohol outcomes in individuals with comorbid depression and alcohol dependence. Evidence on other comorbid combinations was limited by inconsistent, imprecise, and/or indirect findings.
Six SRs evaluated the effectiveness of integrated treatment of 4 comorbid conditions (PTSD and SUD, PTSD and anxiety/depression, SUD and depression, and SUD and bipolar disorder). Our findings suggest that integrated cognitive-behavioral treatments for PTSD and SUD may be more effective than usual care or treatments for either condition alone. Evidence from 2 SRs on Seeking Safety was limited by inconsistent findings across time points and outcomes. Results on treatments that target the other comorbid conditions were mixed or did not indicate benefit of integrated treatments compared to usual care interventions.
Although comorbidity is widespread and may be associated with worsened outcomes, evidence captured in recent SRs on the treatment of comorbid conditions is sparse and inconsistent. Inconsistent findings across the included SRs may reflect different ways of defining and measuring comorbidity, heterogeneous study samples, and methodological variation across the SRs and their included studies. Given the absence of strong evidence from recent SRs to guide treatment of comorbid conditions, clinicians and policymakers may look to a general pattern of research findings and clinical practice guideline recommendations indicating that: 1) comorbidity should be taken into consideration in the treatment of mental health conditions, substance use, TBI, and chronic pain; and 2) concurrent treatment of comorbid conditions appears to be effective, in particular for the treatment of comorbid PTSD and SUD. There is a need for better-conducted studies on the treatment of comorbid conditions that: 1) appropriately define and measure comorbidity; 2) incorporate appropriate methodology to allow conclusions to be made about the impact of comorbidity on treatment outcomes; and 3) specifically aim to examine the treatment of comorbid conditions. Future systematic reviews of primary literature on individual condition combinations could also benefit the field.
INTRODUCTION
PURPOSE
The Evidence Synthesis Program (ESP) Coordinating Center is responding to a request from the Office of Mental Health and Suicide Prevention (OMHSP) for an Evidence Brief on treatment of comorbid mental health conditions, or mental health conditions comorbid with a traumatic brain injury, substance use disorder, or chronic pain among Veterans and military Service members. Findings from this Evidence Brief will be used to inform the development of a clinical provider toolkit, as required by the Commander John Scott Hannon Veterans Mental Health Care Improvement Act (S.785 2019).1 The toolkit is intended to enhance clinical provider training in delivery of comprehensive care for Veterans and military Service members with comorbid conditions.
BACKGROUND
Comorbidity refers to an additional co-occurring condition in patients with a specific index (ie, primary) condition.2 Psychiatric comorbidity in Veterans and military Service members with a mental health condition, substance use disorder (SUD), traumatic brain injury (TBI), or chronic pain is widespread,3–8 9 and individual studies have found that these comorbidities are generally associated with a more severe clinical profile and worse outcomes compared to patients without comorbidities.10–14 Specifically, people with comorbidities often have more severe symptomatology, higher rates of psychological problems, poorer physical health, and greater functional impairment and disability.15–21 Comorbidity is also associated with a more chronic course of impairment,22 poorer treatment outcomes,23 increased treatment dropout,24 and higher treatment utilization and costs.15,11,12,25,26 Despite these trends, evidence is sometimes conflicting; for example, while some studies have found greater symptom severity in individuals with comorbid post-traumatic stress disorder (PTSD) and SUD compared to those with 1 disorder,20,27 others have found no difference in symptom severity.18,28
Studies in Veterans demonstrate that psychiatric comorbidity in patients with a mental health condition, SUD, TBI, or chronic pain is associated with negative outcomes.10–14 In a study using national Veterans Health Administration (VHA) data from fiscal year 2012, Veterans with PTSD with higher levels of psychiatric multimorbidity had a greater likelihood of recent homelessness, SUD, and a range of medical diagnoses, as well as greater psychotropic medication use.11 In an analysis of data from the National Health and Resilience in Veterans Study, Veterans with probable comorbid PTSD and major depressive disorder (MDD) were more likely to screen positive for current suicidal ideation, lifetime suicide attempts, and probable generalized anxiety and social anxiety disorders, and scored lower on measures of mental health functioning, cognitive functioning, and quality of life compared to Veterans with probable MDD or probable PTSD alone.12 Comorbidity may be a barrier to care in Veteran populations. For example, Veterans with comorbid PTSD and SUD who are required to abstain from alcohol and other substances to receive treatment in certain settings may be reluctant to do so and may not initiate treatment.9 Additionally, Veterans with comorbidities have increased service use and higher healthcare costs.11,12,25,26
Comorbidity increases clinical complexity, and therapeutic efficacy may differ with the presence of a comorbid condition.23 The presence of comorbidities can affect treatment priorities, the selection of interventions, and treatment setting.29 In treatment planning, clinicians must consider the focus of the treatment as well as the sequencing of treatment components.30 The impact of comorbidity on treatment outcomes is not well understood and there is debate about the optimal treatment course of these patients.31–33 Overlapping symptomology between conditions may lead to uncertainty over which symptoms to address, when to address them, and which intervention is most appropriate. For example, clinicians may be hesitant to begin trauma-focused treatment for patients with comorbidities because they believe that a comorbid condition may worsen, or inhibit the patients’ ability to benefit from the treatment.34,35 Therefore, the presence of a comorbid condition may require the use of novel approaches or adjustments to existing treatment protocols.36
The clinical complexity present in “real-world” populations may not be reflected in clinical trials that exclude participants with comorbidity.37 For example, randomized controlled trials investigating treatments for PTSD tend to exclude individuals with concurrent SUDs and the trials that do include individuals with comorbid conditions often do not specifically examine this subgroup.18 Inconsistent definitions, inappropriate comparators, and challenges in outcome measurement also hamper research in this area.38
In recent years, increasing effort has been made to test the effects of psychological and pharmacological interventions in comorbid patients. Although most studies do not examine comorbidity as the primary aim, subgroup analyses in trials where a subset of participants have a comorbid condition can tell us whether treatment outcomes were different in those with the comorbid condition versus those without. Additionally, some studies may measure the effect of an intervention that is designed to treat a ‘primary’ condition in a comorbid sample, while reporting the effects of this intervention on a comorbid, or ‘secondary’ condition. More recently, ‘combined’ or ‘integrated’ treatments (ie, those developed specifically for simultaneous treatment of comorbid conditions) have been examined and compared to treatment of comorbid conditions individually. For example, Concurrent Treatment of PTSD and Substance Use Disorder Using Prolonged Exposure (COPE) integrates prolonged exposure, an evidence-based trauma-focused intervention for PTSD, with relapse prevention principles.35
Though there has been increased effort in recent years to test interventions in comorbid samples, uncertainty remains regarding the effect of the presence of a comorbid condition on treatment outcomes,33 the effect of treating a primary condition on a comorbid condition, and the effectiveness of integrated treatments designed to treat both conditions in comorbid populations. The purpose of the review was to identify and synthesize evidence reported in existing SRs related to these questions among adults with PTSD comorbid with anxiety, depression, bipolar disorder, TBI, SUD, or chronic pain; adults with TBI comorbid with anxiety, depression, bipolar disorder, PTSD, SUD, or chronic pain; or adults with anxiety, depression, or bipolar disorder comorbid with SUD or chronic pain.
METHODS
PROTOCOL
A preregistered protocol for this review can be found on the PROSPERO international prospective register of systematic reviews (http://www.crd.york.ac.uk/PROSPERO/; registration number #CRD42021273109).
KEY QUESTIONS
The following key questions (KQs) were the focus of this review:
- KQ1.
Among adults with comorbid conditions, is response to treatment of a primary condition (eg, PTSD or TBI) impacted by the presence or severity of comorbidities (eg, anxiety, depression, bipolar disorder, SUD, or chronic pain)?
- KQ2.
Among adults with comorbid conditions, does treatment of patients’ primary condition (eg, PTSD or TBI) lead to clinical improvement of comorbidities (eg, anxiety, depression, bipolar disorder, SUD, or chronic pain)?
- KQ3.
Among adults with comorbid conditions, what is the effectiveness of integrated treatment of patients’ primary condition and comorbidity compared to nonintegrated treatment?
ELIGIBILITY CRITERIA
The ESP included studies that met the following criteria:
Population | Adults with PTSD comorbid with anxiety, depression, bipolar disorder, TBI, SUD, or chronic pain; adults with TBI comorbid with anxiety, depression, bipolar disorder, PTSD, SUD, or chronic pain; or adults with anxiety, depression, or bipolar disorder comorbid with SUD or chronic pain |
Intervention |
|
Comparator | |
Outcomes | Clinical outcomes (eg, patient-reported symptoms, diagnostic status) |
Timing | Any |
Setting | Any |
Study Design | Using a best-evidence approach, we will prioritize evidence from systematic reviews and randomized controlled trials. Inferior study designs will only be accepted to fill gaps in higher-level evidence. |
DATA SOURCES AND SEARCHES
Preliminary scoping searches identified a very large quantity of primary literature relevant to the KQs, and additional exploratory searches identified a number of recent systematic reviews (SRs) on the topic of treatment of comorbid conditions. As a result, the current review was limited to SRs published in the last 7 years. To identify SRs relevant to the KQs, a research librarian searched Ovid MEDLINE and Cochrane Database of Systematic Reviews (CDSR), as well as the Agency for Healthcare Research and Quality (AHRQ), Canadian Agency for Drugs and Technologies in Health (CADTH), and the Department of Veteran Affairs’ Health Services Research and Development Service (HSR&D) for systematic reviews published from 2014 through August 2021, using terms for the conditions of interest (ie, PTSD, anxiety, depression, bipolar disorder, SUD, TBI, or chronic pain) and comorbidity (see Appendix A in the Supplemental Materials for complete search strategies). We limited the search to published and indexed articles available in the English language.
Study selection was based on the eligibility criteria described above (see Appendix B in the Supplemental Materials for full inclusion/exclusion criteria). SRs had to meet 4 criteria established by the AHRQ Evidence-based Practice Program39 to merit inclusion: 1) have an explicit and adequate search; 2) apply predefined eligibility criteria to select studies; 3) conduct risk of bias assessment for included studies; and 4) present a synthesis of results. All titles, abstracts, and full-text articles were reviewed by 1 investigator and checked by another. All disagreements were resolved by consensus or discussion with a third reviewer.
DATA ABSTRACTION AND ASSESSMENT
Information on population, intervention, and comparator characteristics and results for each KQ were abstracted from all included studies. As the eligibility criteria of the included SRs was often broader than the criteria for this review, we only abstracted data that met our criteria, when possible. The internal validity (risk of bias) of each included SR was rated using predefined criteria from the ROBIS tool.40 All data abstraction and internal validity ratings were first completed by 1 reviewer and then checked by another; disagreements were resolved by consensus or discussion with a third reviewer.
We graded the strength of the evidence based on the AHRQ Methods Guide for Comparative Effectiveness Reviews.41 This approach provides a rating of confidence in reported findings based on trial methodology (design, quality, and risk of bias), consistency (whether effects are in the same direction and have a consistent magnitude), and directness (whether assessed outcomes are clinically important to patients and providers). When information on precision of findings (eg, confidence intervals) is available, certainty of evidence is also evaluated. For this review, we applied the following general algorithm: high strength evidence consisted of at least 1 high-quality SR of multiple RCTs with consistent findings and either no or only minor methodological limitations of included RCTs; moderate strength evidence consisted of at least 1 moderate- or high-quality SR of multiple RCTs or non-randomized studies with consistent findings but some methodological limitations of included studies; low strength evidence consisted of at least 1 moderate- or high-quality SR of multiple RCTs or non-randomized studies with inconsistent findings or significant methodological limitations of included studies; and insufficient evidence consisted of a single poor-quality SR or a single moderate- or high-quality SR with few relevant included studies with significant methodological limitations. Strength of evidence was graded for each KQ and combination of comorbid conditions where at least 1 SR included a synthesis of relevant results. All strength of evidence ratings were first completed by 1 reviewer then checked by another. All disagreements were resolved by consensus or discussion with a third reviewer.
SYNTHESIS
We synthesized evidence narratively from only the included SRs that: 1) conducted a quantitative analysis of 1 or more relevant studies; 2) graded the strength of evidence or certainty of evidence of 1 or more relevant studies; or 3) include a narrative synthesis of the results of 2 or more relevant studies. SRs that only report the results of relevant studies individually in narrative form were not synthesized for this review. Our findings are organized first by KQ then by comorbidity.
RESULTS
LITERATURE FLOW
The literature flow diagram (Figure 1) summarizes the results of the study selection process (full list of excluded studies available in Appendix C in Supplemental Materials).
LITERATURE OVERVIEW
Our search identified 462 potentially relevant articles. We included 26 SRs in 28 publications. Five SRs met our inclusion criteria but did not synthesize results of the relevant studies, either quantitatively or qualitatively,42–46 and are not discussed in the detailed synthesis for each KQ.
Eligibility criteria of the 26 SRs are summarized in Table 1 (see Appendix D in Supplemental Materials for full study details). Twelve SRs reviewed evidence related to KQ1,33,37,44–53 16 reviewed evidence related to KQ2,37,43,44,50–52,54–63, and 10 reviewed evidence related to KQ3. Sixteen SRs reviewed evidence on SUDs,37,42–44,47,51,54–57,59,61,62,64–66 15 reviewed evidence on depression,33,42,43,49,53–59,61,63,65,66 13 reviewed evidence on PTSD,33,37,42,44,46,48,50–52,59,62,64,67 7 (in 8 publications) reviewed evidence on anxiety,42,45,50,53,56,58,64,66 5 reviewed evidence on chronic pain,43,49,53,60,63 4 reviewed evidence on TBI,50,52,60,64 and a single SR reviewed evidence on bipolar disorder.47 Figure 2 shows the quantity of SRs included for each potential combination of comorbid conditions by each KQ. We found the largest volume of evidence (5 reviews each) for PTSD comorbid with SUD and for SUD comorbid with depression relevant to KQ2, and for the PTSD and SUD comparison applicable to KQ3. No evidence was identified for the combinations of PTSD and bipolar disorder, PTSD and chronic pain, TBI and bipolar disorder, chronic pain and anxiety, and chronic pain and bipolar disorder.
Most SRs focused on psychosocial interventions (13 SRs in 14 publications),33,42–45,47,48,55,58,61,62,65–67 while a smaller number focused on pharmacological interventions (5 SRs)37,49,54,56 or multiple treatment types (5 SRs in 6 publications).50–53,60,64 There was 1 SR each evaluating the effectiveness of deep transcranial magnetic stimulation,57 hyperbaric oxygen therapy,46 and acupuncture.63 One SR was specifically focused on Veterans and military Service members,60 and there were 2 SRs where all relevant studies were conducted with Veterans and/or military Service members.46,52 Other SRs included some relevant studies with Veteran and/or military Service member samples.37,51,62,67
Most SRs were rated as low (n = 13) or unclear (n = 7) risk of bias, and 15 SRs included only RCTs or controlled clinical trials. Reviews rated as unclear risk of bias were commonly limited by unclear eligibility criteria and insufficient information on study selection, data abstraction, and/or risk of bias assessment. Reviews rated as high risk of bias were further limited by insufficient efforts to identify studies, inadequate methods of data abstraction and risk of bias assessment, and failure to discuss individual studies’ risk of bias when interpreting results. A range of tools was used to assess study quality and/or risk of bias across the SRs. Generally, the SRs reported some methodological concerns for most of the primary studies, and 2 SRs excluded studies rated as high risk of bias.33,58
IMPACT OF PRESENCE OR SEVERITY OF COMORBIDITIES ON TREATMENT OF PRIMARY CONDITION
PTSD and Depression
Findings from 2 SRs33,48 suggest that a diagnosis of comorbid depression may have a negative impact on PTSD treatment outcomes. This evidence is limited by indirect, imprecise, and inconsistent information. One well-conducted SR of trajectories and predictors of response to psychotherapy for PTSD48 reported that a baseline diagnosis of MDD negatively impacted PTSD treatment response. This finding was based on a single study that conducted a trajectory analysis using data from 2 RCTs of cognitive processing therapy (CPT), CPT components, and prolonged exposure (PE). The results indicated that a baseline diagnosis of MDD significantly predicted assignment to a ‘nonresponder’ trajectory among patients with PTSD (ie, pre- and post-intervention scores were both above the clinical PTSD cutoff). Though it was not a focus of the current review, this SR also included 8 SRs that examined baseline symptoms of depression, most of which found a strong association between baseline depression symptoms and PTSD treatment response.
Another SR examined the effect of comorbid depression on PTSD outcomes in trauma-focused psychotherapy.33 Among 18 RCTs reporting categorical depressive disorder baseline data, the proportion of the sample meeting a depressive disorder diagnosis at baseline was not significantly associated with pre- to post-treatment PTSD effect sizes across all conditions. This SR identified a larger number of studies that reported depression symptoms only. Though these data do not meet criteria for the current review, it is worth noting that greater pre-treatment depression scores, measured continuously, were associated with attenuated PTSD symptom change. This SR conducted a limited literature search, primarily relying on 2 prior SRs to identify studies, and the use of proportions in this SR may misrepresent the actual within-study relationship between PTSD and depression (ie, aggregation bias).
PTSD and TBI
Based on information from 2 SRs,50,52 it is unclear whether a history of TBI has a negative impact on PTSD treatment outcome. One well-conducted SR investigating the relationship between deployment-related mild TBI (mTBI), PTSD, depressive disorders, SUD, suicidal ideation, and anxiety disorders included 3 studies of psychosocial interventions in Veterans with PTSD with and without a history of TBI.50 Two of these studies were secondary analyses of RCTs, and the third was a pre-post study. Psychosocial interventions included CPT, PE, and present-centered therapy (PCT). These studies were rated as moderate and moderate-to-high risk of bias, and 1 study included a mixed sample of Veterans with anxiety, PTSD, and depressive disorders. The 3 studies found no significant effect of TBI status on PTSD symptoms, but the review rated the strength of evidence as insufficient.
An SR of treatment for PTSD in patients with a history of TBI included 7 pre-post or observational cohort studies that compared treatment outcomes of cognitive and/or behavioral psychotherapies for PTSD in patients with history of TBI versus those without.52 Results of the included studies in this SR were inconsistent and the studies were moderate to high risk of bias in most domains. This SR did not have a pre-published protocol, provided inadequate information on robustness of findings, and risk of bias was not addressed in the synthesis. Overall, this evidence is limited by indirect, inconsistent information from these 2 SRs.
Chronic Pain and Depression
Findings from 2 SRs49,63 suggest that a diagnosis of comorbid depression may not have an impact on chronic pain outcomes. An update to an AHRQ comparative effectiveness review53 on noninvasive nonpharmacological treatment for chronic pain looked at the effects of comorbidities on estimates of benefits and harms. This well-conducted SR identified only 1 relevant, fair-quality trial and concluded that there was insufficient evidence that baseline depression status modifies the effect of exercise in patients with osteoarthritis of the knee. Another AHRQ review49 looked at the comparative effectiveness of treatments for fibromyalgia in different patient subgroups, including adults with comorbid mental health conditions. This well-conducted SR found that drug treatments did not appear to have a differential effect in adults with fibromyalgia and depression versus those without depression, but this was based on limited, low-strength evidence, mostly for the effect of duloxetine on pain outcomes. Both SRs identified very little evidence on patients with comorbid depression and chronic pain, which is limited by imprecise and inconsistent information.
ASSOCIATION OF TREATMENT OF PRIMARY CONDITION WITH IMPROVEMENT IN COMORBIDITIES
PTSD and Anxiety
Findings from 1 SR58 do not suggest that treatment of PTSD is associated with improvements in comorbid anxiety. This SR included RCTs of empirically supported trauma-focused cognitive behavioral psychological treatments for PTSD and categorized residual comorbidity (anxiety) symptoms as either clinical, subthreshold, or minimal/absent using established symptom cutoffs. Most study arms reporting anxiety symptoms stayed in the ‘clinical’ range from pre- to post-treatment and follow-up. This SR relied on 2 prior SRs to identify studies and did not conduct any additional searches. RCTs rated as high risk of bias were excluded from the review; however, the review reported the proportion of study arms with residual symptoms, which may misrepresent an actual within-study relationship between PTSD and anxiety. The evidence is limited by indirect, imprecise information from a single SR.
PTSD and Depression
Findings from the same SR58 cited in the previous comparison suggest that treatment of PTSD may lead to an improvement in comorbid depression. Most study arms with data on depression symptoms were in the clinical range pre-treatment. At post-treatment, most were in the subthreshold range and continued to improve at follow-up. Again, this SR reported the proportion of study arms with residual symptoms, which may misrepresent an actual within-study relationship between PTSD and depression. The evidence is limited by indirect, imprecise information from a single SR.
PTSD and SUD
Findings from 3 SRs37,56,62 examining whether treatment of PTSD leads to improvements in comorbid substance use disorder (SUD) do not suggest that treatment of PTSD is associated with improvements in comorbid SUD. One SR of pharmacological treatments for comorbid PTSD and AUD found mixed results and had unclear eligibility criteria, inadequate information about the search, study selection, and data abstraction, and inadequate methods of risk of bias assessment.37 A well-conducted SR of pharmacotherapy for anxiety and comorbid AUD56 included 2 RCTs with PTSD samples and did not identify a significant effect of any tested medication on abstinence from alcohol use. Another well-conducted SR of psychological therapies for PTSD and comorbid SUD62 did not find a significant difference between trauma-focused psychological therapy versus control interventions (3 studies; very low quality of evidence), trauma-focused psychological therapy versus psychological therapy for SUD only (1 study; low quality of evidence), or non-trauma-focused psychological therapy versus psychological therapy for SUD (2 studies; low quality of evidence) on SUD outcomes. Evidence was sparse in the 2 well-conducted SRs and is limited by imprecise information.
Chronic Pain and TBI
It is unclear whether treatment of chronic pain leads to improvements in TBI-related outcomes based on information from a single well-conducted SR.60 This SR examined chronic pain in Veterans and Service members with a history of mild traumatic brain injury (mTBI). Two studies were included that reported outcomes relevant to mTBI. Both studies tested the efficacy of repetitive transcranial magnetic stimulation (rTMS) in individuals with chronic headaches following mTBI, finding greater reduction in persistent headaches and debilitating headache exacerbation in the rTMS group compared to sham rTMS. Both studies were small and were rated as high risk of bias. It is not clear whether headache can be considered a TBI outcome, since the chronic pain condition studied was headache, and the evidence from this SR was considered indirect as a result. The evidence is limited by indirect and imprecise information from 2 small studies with methodological issues.
Anxiety and SUD
It is unclear whether treatment of anxiety impacts alcohol use outcomes in individuals with comorbid AUD, based on information from a single SR.56 This well-conducted SR synthesized results from 2 included studies that reported alcohol use outcomes. These studies were small RCTs that evaluated the efficacy of paroxetine for social anxiety disorder compared to placebo. There was no significant effect for medication on abstinence from alcohol use, and the authors rated this evidence as very low quality. The evidence is limited by imprecise information from 2 small RCTs.
Depression and SUD
Findings from 1 SR54 suggest that treatment with antidepressants may result in improvements in some alcohol outcomes. A well-conducted SR on antidepressants for co-occurring depression and alcohol dependence found moderate-quality evidence that antidepressants increased the number of participants abstinent from alcohol during the trial (7 RCTs) and reduced the number of drinks per drinking day (7 RCTs) compared to placebo. Rate of abstinent days did not significantly differ between antidepressant and placebo groups (9 RCTs), based on low-quality evidence.
One well-conducted SR59 included a network meta-analysis of pharmacotherapeutics for patients with AUD and comorbid depression symptoms. Sensitivity analyses were conducted excluding studies in which participants had only mild depressive symptoms. However, in their analyses, drug treatments for depression and AUD are combined, and results are not reported separately for the effect of AUD treatments only on depressive outcomes, or depression treatments only on AUD outcomes.
Findings from 2 SRs55,61 do not suggest that treatment with interpersonal therapy or behavioral activation is associated with improvements in comorbid substance use. One well-conducted SR of psychological interventions for co-occurring depression and SUDs included 2 small, low-quality RCTs comparing Interpersonal Psychotherapy for Depression (IPT-D) to supportive psychotherapy/psychoeducation. Neither study found significant differences in substance use outcomes post-treatment or at 3-month follow-up. The second SR conducted a meta-analysis of 5 studies comparing behavioral activation to passive or active control conditions for individuals with co-occurring depression and SUDs (not all included studies required a full SUD diagnosis).61 Behavioral activation was not associated with significant improvements in substance use outcomes compared with controls at post-treatment or follow-up. This SR was limited by discrepancies in eligibility criteria between the protocol and the review, and inadequately reported its search strategy.
One SR synthesized evidence related to whether deep transcranial magnetic stimulation (dTMS) treatment for SUD leads to improvements in comorbid depression.57 In 4 very small studies (2 case studies and 2 open-label studies), depression severity was reduced both post-treatment and at follow-up. This SR had unclear eligibility criteria, reported inadequate information about study selection, and lacked risk of bias assessment for our studies of interest. Additionally, although depression was the secondary condition in this SR, TMS is more commonly considered a treatment for depression.
Chronic Pain and Depression
Findings from 1 SR63 suggest that treatment of chronic pain with acupuncture may result in improvements in depression outcomes. This SR investigated the efficacy of acupuncture in individuals with chronic pain and depression and included 7 RCTs comparing acupuncture to either drug therapy or traditional Chinese medicine. In a meta-analysis of 6 trials using the Hamilton Depression Scale (HAMD), improvement in depression symptoms was significantly greater for the acupuncture group after 4 weeks of treatment. This SR had unclear eligibility criteria and insufficiently described its search and data abstraction. This evidence is limited by the unclear risk of bias of the SR and the low quality of the included studies.
EFFECTIVENESS OF INTEGRATED TREATMENT COMPARED TO NONINTEGRATED TREATMENT
PTSD and SUD
Findings from 3 SRs51,66,67 suggest that integrated treatments may be more effective than usual care or treatments for either condition alone. An update to an AHRQ comparative effectiveness review on psychological and pharmacological treatments for adults with PTSD51 included 3 studies on Seeking Safety, an intervention that targets both PTSD and SUD symptoms. These studies compared Seeking Safety to usual care and found greater improvements in PTSD symptoms in the experimental group, but these differences were not statistically significant. Two of these studies reported substance use outcomes. One study found no significant difference for abstinence and substance use severity between the groups, and the other found significantly greater decreases in drug use (but not alcohol use), in the Seeking Safety group. In these studies, usual care consisted of a residential substance use treatment program, community care, or group therapy sessions.
A well-conducted SR of integrated cognitive-behavioral interventions for individuals with an alcohol or other drug use disorder (AOD) and a co-occurring mental health disorder66 included 8 RCTs of individuals with PTSD and an AOD. Interventions included Integrated Cognitive Behavioral Therapy (ICBT), Thinking Forward (a web-based self-management intervention based on CBT targeting PTSD symptoms and hazardous substance use), Concurrent Treatment of PTSD and Substance Use Disorders Using Prolonged Exposure (COPE), and Treatment of Integrated Posttraumatic Stress and Substance Use (TIPSS). This review excluded studies on Seeking Safety. Primary study effect sizes were pooled by contrast condition (usual care, single-disorder intervention) or mental health disorder, but not both. For substance use outcomes, a meta-analysis found significant positive results for PTSD samples. Risk of bias results were not provided for this subset of studies, but half of all studies included in this SR were rated as high risk of bias.
An SR of psychological therapies for PTSD and comorbid SUD67 found that individual-based psychological therapies with a trauma-focused component plus adjunctive SUD intervention were more effective than treatment as usual/minimal intervention for PTSD severity post-treatment (4 studies) and at follow-up, but there was no evidence of a significant effect for level of drug/alcohol use posttreatment (4 studies). A post-hoc analysis for Seeking Safety showed reduced drug/alcohol use post-treatment (2 studies), but not at follow-up assessments.
Overall, this evidence is limited by inconsistent information across different outcomes and time points. Though usual care often consists of treatment for a single condition, this was not always clearly specified. Two of the SRs graded the strength of evidence, with assessments ranging from low to very low to insufficient. Of note, 3 recently published trials on COPE,68–70 an integrated treatment for PTSD and SUD, were not included in any SRs.
SUD and Anxiety/Depression
Findings from a single SR66 do not suggest that integrated cognitive-behavioral interventions for individuals with an AOD and co-occurring anxiety or depression are associated with improvements in substance use outcomes, compared to usual care only or a single-disorder intervention. This well-conducted SR of integrated cognitive-behavioral interventions for individuals with an AOD and a co-occurring mental health disorder included 7 RCTs of individuals with anxiety/depression and an AOD. Anxiety and depression diagnoses were included together in a single category. Primary study effect sizes were pooled by contrast condition (usual care, single-disorder intervention) or mental health disorder category, but not both. Substance use outcomes were not significantly improved for depression and/or anxiety samples. Risk of bias results were not provided for this subset of studies, but half of all studies included in this SR were rated as high risk of bias. This evidence is limited by indirect information from 1 SR that included several studies with methodological limitations.
SUD and Depression
Two SRs55,65 provide mixed evidence on the effectiveness of integrated treatments for comorbid SUD and depression compared to usual care or interventions for SUD or depression alone. A well-conducted SR of psychological interventions for co-occurring depression and SUDs55 included a meta-analysis of 2 RCTs comparing integrated cognitive-behavioral therapy (ICBT) to Twelve-Step Facilitation (TSF; an SUD treatment) in Veterans. The TSF group had lower depression scores posttreatment, but there was no significant difference at follow-up (very low-quality evidence). At posttreatment there was no significant difference in proportion of days abstinent, but at follow-up the ICBT group had a greater proportion of days abstinent. A third study comparing Behavioral Therapy for Depression in Drug Dependence (BTDD) to a structured relaxation intervention in participants with opiate dependence and a comorbid depressive disorder found no significant differences in posttreatment depression scores and no significant differences in the proportion of weeks during which opiates, cocaine, and benzodiazepines were used throughout treatment.
A well-conducted SR comparing different treatment models for individuals with co-occurring alcohol misuse and depression65 included 4 moderate-quality RCTs evaluating integrated treatments. Two studies compared an integrated intervention to usual care. One study found significant improvements for certain alcohol outcomes while the second showed significant improvements for depression outcomes. Two further studies compared integrated interventions to single condition interventions for either alcohol or depression. One study reported significant improvements in alcohol-related outcomes among those receiving integrated interventions compared to single condition treatments, while neither study reported improvements in depression outcomes. Overall, this evidence is limited by indirect information. One of the SRs included some studies where not all participants were required to have a diagnosis of both conditions. Both SRs graded the strength of evidence with assessments ranging from low to very low.
SUD and Bipolar Disorder
It is unclear whether integrated CBT-based interventions for SUD and bipolar disorder are more effective than interventions for SUD alone, based on information from 1 SR.47 This SR included 2 small RCTs of integrated psychotherapy for comorbid bipolar disorder and SUD which found mixed results. One study found that participants receiving integrated group CBT had significantly fewer days of substance use but worse mood symptoms comparing to participants receiving group drug counseling. Another study randomized participants to the same treatments, modified for a community setting, and found no significant differences for either SUD or mood symptoms. This SR lacked a pre-published protocol and had unclear eligibility criteria. This evidence is limited by imprecise information from a single SR.
DISCUSSION
This review synthesizes recent evidence from SRs on the impact of psychiatric comorbidities on patient care and the treatment of comorbid conditions. Six SRs synthesized evidence related to whether response to treatment of a primary condition is impacted by the presence or severity of a comorbid condition.33,48–50,52,53 These SRs reviewed evidence for 3 combinations of conditions: PTSD and depression, PTSD and TBI, and chronic pain and depression. Only 1 SR48 concluded that the presence of a comorbid condition had a negative impact on treatment outcomes. Based on data from a single study, this SR found that a baseline diagnosis of MDD significantly predicted nonresponse to PTSD treatment. Though the other SRs did not find that the presence of a comorbid condition impacts response to treatment, the number of relevant studies identified by these SRs was small, and the evidence was inconsistent.
There was mixed evidence from SRs that treatment of a primary condition leads to clinical improvement of comorbidities. For SRs that evaluated PTSD comorbid with another condition (depression, anxiety, or SUD), only comorbid depression appeared to improve as a result of PTSD treatment. This evidence is limited by indirect and imprecise information from a single SR that included studies of trauma-focused psychotherapy for PTSD. One well-conducted SR on comorbid depression and SUD found that treatment with antidepressants resulted in improvements in certain alcohol outcomes. This finding was not replicated in other SRs evaluating the effect of psychosocial depression treatments on SUD outcomes. Findings from 1 SR suggest that treatment of chronic pain with acupuncture may also result in improvements in depression outcomes, although the included studies were rated as low quality.
The included SRs evaluated integrated treatments for 4 comorbid conditions (PTSD and SUD, SUD and anxiety/depression, SUD and depression, and SUD and bipolar disorder). Our findings suggest that integrated treatments for PTSD/SUD may be more effective than usual care or treatments for either condition alone. There was evidence from 1 SR that integrated cognitive-behavioral interventions were associated with greater improvements in substance use outcomes compared to usual care and single-condition interventions. Evidence from 2 SRs on Seeking Safety was inconsistent across different outcomes and time-points. Results on treatments that target the other comorbid conditions were mixed or did not indicate benefit of integrated treatments compared to usual care interventions.
Of note, multiple recently published trials of COPE with Veterans68–70 were not included in an SR, including 1 which compared COPE to Seeking Safety.70 A literature review that included these trials concluded that COPE is effective for comorbid PTSD and SUD and may be more effective than Seeking Safety for PTSD outcomes.9 However, this review did not perform risk of bias assessment and thus did not meet our criteria for inclusion. Additionally, SMART-CPT, a new treatment for comorbid PTSD and history of TBI that integrates components of compensatory cognitive training from the Cognitive Symptom Management and Rehabilitation Therapy (CogSMART) program into cognitive processing therapy (CPT) for PTSD, was evaluated in a recent trial with Veterans.71 This trial was identified by 1 of our prioritized SRs,52 but the trial results are not synthesized by that SR and therefore are not included in our synthesis. This trial found that SMART-CPT resulted in equivalent reductions in PTSD symptoms and greater improvements to cognitive functioning compared to CPT alone.
Inconsistent findings across the included evidence may reflect different ways of defining and measuring comorbidity, heterogeneous study samples, and methodological variation across the SRs and their included studies. Moreover, there was considerable variability across the SRs with respect to their diagnostic requirements for study eligibility. Some SRs only included studies where all participants met full diagnostic criteria for 2 conditions, while others included studies that defined comorbidity in a variety of ways, such as individuals with elevated symptoms on self-report scales or those in treatment. Differences in diagnostic requirements may lead to different conclusions and may affect the ability to generalize results to a truly comorbid population. For example, an SR examining the effect of comorbid depression on PTSD outcomes in trauma-focused psychotherapy found no association between depression and PTSD treatment response when looking at the proportion of the sample meeting a depressive disorder diagnosis, but found that greater pre-treatment depression scores, measured continuously, were associated with attenuated PTSD symptom change.33 This highlights the importance of defining and measuring comorbidity consistently.
In addition to differences in diagnostic requirements, there was considerable heterogeneity among studies included in SRs in study samples, experimental interventions and comparators, and outcome measurement, making comparison across studies difficult. Strength of evidence was rated as low to insufficient across all but 1 outcome for this review. This is not surprising given that few methodologically rigorous studies have been designed and conducted to explicitly evaluate the Key Questions. As such, our conclusions, and those of the included SRs, generally rely on indirect, imprecise, and inconsistent information. However, they do provide an overview of knowledge on treatment of comorbid conditions.
Despite the absence of strong evidence from recent SRs to guide treatment of comorbid conditions, there is an emerging pattern of research findings and clinical practice guideline recommendations indicating that: 1) comorbidity should be taken into consideration in the treatment of mental health conditions, substance use, TBI, and chronic pain; and 2) concurrent treatment of comorbid conditions appears to be effective, in particular for the treatment of comorbid PTSD and SUD.35 Current Veterans Affairs/Department of Defense (VA/DoD) clinical practice guidelines (CPGs) advise that comorbid conditions can modify treatment priorities, selection of interventions, and care setting.72 The 2017 VA/DoD CPG for the management of PTSD recommends that the presence of co-occurring disorders should not prevent patients from receiving VA/DoD guideline-recommended treatments for PTSD and recommends VA/DoD guideline-based treatments for PTSD in the presence of co-occurring SUD.72 The 2021 VA/DoD CPG for the treatment of SUD also states that use of a substance should not automatically preclude treatment for a co-occurring condition, and recommends providers address comorbid conditions concurrently with PTSD symptoms.73 Moreover, recognition by clinicians that individuals with comorbid conditions have unique treatment needs has led to increased interest in fully integrated treatment, as evidenced by recent randomized clinical trials of novel treatment approaches that incorporate evidence-based components targeting multiple comorbid conditions and that can be delivered by a single provider (eg, COPE and SMART-CPT).74
LIMITATIONS
Rapid Review Limitations
The primary limitation of our review methodology is that we prioritized rapid synthesis of the best available evidence, rather than all available evidence. This approach included: 1) synthesizing the most recent and relevant systematic reviews; and 2) having a single reviewer assess study eligibility, study quality, and strength of evidence with a second reviewer checking instead of dual, independent review. Search terms used may not have captured studies that were not explicitly focused on comorbidity. It is possible that because of these steps, we missed eligible evidence. Evidence from primary studies not included in systematic reviews is not captured in the current rapid review. This limitation is particularly salient for combinations of comorbid conditions with smaller evidence bases and bodies of evidence that have emerged very recently, such as trials on COPE for comorbid PTSD and SUD.
Limitations of Included Studies
The SRs identified often had broader research questions than those of our review and included primary studies that did not meet our criteria. When possible, we included only evidence from primary studies that met our inclusion criteria. However, this was not possible in all cases, such as when all studies were combined in a quantitative synthesis. Additionally, there may be overlap in the primary studies between included SRs. While we excluded reviews that were entirely redundant, we did not systematically account for overlap between the SRs.
Some reviews did not require that participants meet diagnostic criteria for both a primary condition and comorbid condition, including some studies that examined comorbid symptoms only. Findings from SRs that included studies with samples that did not consist entirely of participants with a diagnosed comorbid condition may have limited generalizability to patients with comorbidities. Reviews examining the impact of treatment for a primary condition in a comorbid population also did not consistently report outcomes related to the ‘secondary’ comorbid condition, leaving the impact of this treatment on the comorbid condition unknown. For reviews on integrated treatments, some studies did not require that an integrated treatment be compared to a nonintegrated treatment. In cases when an integrated treatment was compared to usual care, usual care sometimes consisted of treatment of a single condition alone, but this was not always clearly specified.
Common methodological limitations of SRs included absence of a pre-published protocol; unclear eligibility criteria; insufficient reporting of information on study selection, data abstraction, and risk of bias assessment; and failure to discuss individual studies’ risk of bias when interpreting results. Primary studies within SRs often had methodological limitations, including small sample sizes and other risks of bias, such as unclear methods of sequence generation and/or allocation concealment, lack of blinding of outcome assessors, and incomplete outcome data. In most cases no information was provided about additional treatments that participants were receiving outside of the study. Many studies used self-report instruments for diagnosis, which can be less accurate and more susceptible to biases than structured clinical interviews.
FUTURE RESEARCH
Existing SRs reported mixed results with limitations in study methodologies, sample sizes, and measurement of outcomes. There is a need for better-conducted studies on this topic to provide guidance to providers and policymakers on the treatment of comorbid conditions. Future research is needed that: 1) appropriately and consistently defines and measures comorbidity; 2) utilizes appropriate methodology to allow for conclusions about the impact of comorbidity on treatment outcomes; and 3) specifically aims to examine the treatment of comorbid conditions.
Recommendations for Future Systematic Reviews
In our review, some SRs cited inclusion criteria for individual studies that required that all participants meet full diagnostic criteria for both a primary and comorbid condition, while others required only elevated symptoms on self-report scales or that participants be undergoing treatment. Some SRs did not clearly describe diagnostic requirements and included studies that define and measure comorbidity in different ways. Future SRs should clearly describe their requirements for diagnosis and measurement of comorbid conditions in their eligibility criteria, as overall conclusions from SRs that include studies that look at comorbid symptoms may not be applicable to populations with comorbid conditions. Currently, several trials on integrated treatments are not yet included in SRs. An up-to-date SR is needed to evaluate the current evidence base for integrated treatment of PTSD and SUD, for both PTSD and SUD outcomes.
Recommendations for Future Studies
To increase generalizability, clinical trials should recruit samples that reflect “real-world” clinical complexity, rather than excluding patients with comorbid conditions. Clinical trials investigating treatments for conditions with high rates of comorbidity should include outcome measures related to comorbidity. To determine the impact of the presence or severity of a comorbid condition on treatment of a primary condition, studies are needed that are specifically designed to examine differential effectiveness by comorbidity status. Individual studies are often insufficiently powered to detect the effects of pretreatment sample differences, or “hidden moderators,” such as comorbid conditions.33,75,76 Studies that incorporate pooling of individual participant-level data from multiple sources are better able to identify such moderator effects, and should be more widely implemented.33
We found very little research examining the treatment of patients with certain combinations of conditions, despite a high prevalence of comorbidity. For example, over half of individuals with bipolar disorder have a comorbid SUD, but scant research specifically targets treatment of these individuals.47 Randomized trials are needed to evaluate the comparative effectiveness of different treatment models. Trials evaluating integrated treatments should be designed with an appropriate comparator, such as empirically supported treatment for a single disorder alone. When comparing integrated treatment to usual care, studies should clearly delineate whether usual care consists of treatment for a single disorder alone. To inform treatment of patients with additional related comorbidities, novel transdiagnostic approaches that target the common processes underlying comorbid conditions should be investigated.77
Finally, more studies are needed that evaluate the impact and treatment of comorbid conditions in Veterans/military Service members. Several prioritized SRs included studies on Veteran or military Service member populations, but only 1 targeted these populations.50 Findings from civilian studies may not be generalizable to Veteran/military Service member populations. For example, evidence suggests that Veterans do not respond as well to psychotherapy for PTSD as civilians.78
CONCLUSIONS
Although psychiatric comorbidity among Veterans is common, evidence captured in SRs on this topic is limited. Clinicians and policy makers should take this into account when developing tools to improve care for this population. Overall, findings were inconsistent, precluding any definitive conclusions. The negative impact of a comorbid condition on treatment is unclear and likely depends on the specific comorbidity. For example, 1 SR concluded that a baseline diagnosis of MDD significantly predicted nonresponse to PTSD treatment. For individuals with mental health conditions comorbid with an additional mental health condition, SUD, TBI, or chronic pain, it remains unclear whether treatment for 1 disorder results in improvements in a second disorder. One exception appears to be that treatment with antidepressants results in improvements in certain alcohol outcomes in individuals with comorbid depression and alcohol dependence. In recent years integrated treatments have been developed that address both disorders at once. There is some evidence from SRs that integrated treatments are effective, mostly for PTSD and SUD, but the evidence is mixed, and it was not always possible to determine whether the comparator was nonintegrated treatment. Inconsistent findings across the included SRs may reflect different ways of defining and measuring comorbidity, heterogeneous study samples, and methodological differences across the SRs and their included studies. These findings highlight the importance of consistency in the definition and measurement of comorbidity and suggest that future research is needed that: 1) utilizes appropriate methodology to allow conclusions to be made about the impact of comorbidity on treatment outcomes; and 2) specifically aims to examine the treatment of comorbid conditions.
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Supplemental Materials
APPENDIX A. SEARCH STRATEGY
SYSTEMATIC REVIEWS
Search for current systematic reviews (limited to last 7 years) Date Searched: 8/26/21 | |||
---|---|---|---|
A. Bibliographic Databases: | # | Search Statement | Results |
MEDLINE: Systematic Reviews Ovid MEDLINE(R) and Epub Ahead of Print, In-Process, In-Data-Review & Other Non-Indexed Citations and Daily 1946 to August 23, 2021 | 1 | Stress Disorders, Post-Traumatic/ | 35691 |
2 | (post-traumatic stress or posttraumatic stress or PTSD).ti,ab,kw. | 41585 | |
3 | 1 or 2 | 51088 | |
4 | Anxiety Disorders/ | 36321 | |
5 | anxiety.ti,ab,kw. | 216389 | |
6 | 4 or 5 | 224089 | |
7 | Depressive Disorder, Major/ | 33059 | |
8 | (depression OR depressive OR MDD).ti,ab,kw. | 416539 | |
9 | 7 or 8 | 420279 | |
10 | Bipolar Disorder/ | 42266 | |
11 | ((bipolar adj2 disorder*) OR bipolar depression OR manic-depression OR manic-depressive).ti,ab,kw. | 37987 | |
12 | 10 or 11 | 55074 | |
13 | exp Brain Injuries, Traumatic/ | 17845 | |
14 | (TBI OR TBIs OR traumatic brain injury OR traumatic brain injuries OR brain trauma OR brain traumas OR traumatic encephalopathy OR traumatic encephalopathies).ti,ab,kw. | 48189 | |
15 | 13 or 14 | 55548 | |
16 | Substance-Related Disorders/ OR Alcohol-Related Disorders/ OR Alcoholism/ OR Opioid-Related Disorders/ OR Cocaine-Related Disorders/ OR Amphetamine-Related Disorders/ OR Marijuana Abuse/ | 198922 | |
17 | (((substance OR drug OR alcohol OR cocaine OR opioid OR opiate OR amphetamine OR inhalant OR marijuana OR narcotic) adj2 (abuse OR addiction OR dependence OR disorder*)) OR alcoholic* OR alcoholism).ti,ab,kw. | 199016 | |
18 | 16 or 17 | 306140 | |
19 | Chronic Pain/ | 17530 | |
20 | chronic pain.ti,ab,kw. | 42403 | |
21 | 19 or 20 | 49671 | |
22 | 6 or 9 or 12 or 15 | 618197 | |
23 | 3 and 22 | 20784 | |
24 | 3 or 6 or 9 or 12 or 15 | 648501 | |
25 | 18 or 21 | 352659 | |
26 | 24 and 25 | 40914 | |
27 | 6 or 9 or 12 | 566096 | |
28 | 15 and 27 | 3447 | |
29 | 23 or 26 or 28 | 60982 | |
30 | Comorbidity/ | 117348 | |
31 | (comorbid OR comorbidity OR comorbidities OR co-morbid OR co-morbidity OR co-morbidities OR concurrent OR concurrently OR co-occur OR co-occurs OR co-occurring OR co-occurrence OR cooccur OR coocurrs OR cooccurring OR cooccurrence OR integrated OR integrating).ti,ab,kw. | 717375 | |
32 | 30 or 31 | 783277 | |
33 | 29 and 32 | 16071 | |
34 | (systematic review.ti. or meta-analysis.pt. or meta-analysis.ti. or systematic literature review.ti. or this systematic review.tw. or pooling project.tw. or (systematic review.ti,ab. and review.pt.) or meta synthesis.ti. or meta-analy*.ti. or integrative review.tw. or integrative research review.tw. or rapid review.tw. or umbrella review.tw. or consensus development conference.pt. or practice guideline.pt. or drug class reviews.ti. or cochrane database syst rev.jn. or acp journal club.jn. or health technol assess.jn. or evid rep technol assess summ.jn. or jbi database system rev implement rep.jn. or (clinical guideline and management).tw. or ((evidence based.ti. or evidence-based medicine/ or best practice*.ti. or evidence synthesis.ti,ab.) and (((review.pt. or diseases category/ or behavior.mp.) and behavior mechanisms/) or therapeutics/ or evaluation studies.pt. or validation studies.pt. or guideline.pt. or pmcbook.mp.)) or (((systematic or systematically).tw. or critical.ti,ab. or study selection.tw. or ((predetermined or inclusion) and criteri*).tw. or exclusion criteri*.tw. or main outcome measures.tw. or standard of care.tw. or standards of care.tw.) and ((survey or surveys).ti,ab. or overview*.tw. or review.ti,ab. or reviews.ti,ab. or search*.tw. or handsearch.tw. or analysis.ti. or critique.ti,ab. or appraisal.tw. or (reduction.tw. and (risk/ or risk.tw.) and (death or recurrence).mp.)) and ((literature or articles or publications or publication or bibliography or bibliographies or published).ti,ab. or pooled data.tw. or unpublished.tw. or citation.tw. or citations.tw. or database.ti,ab. or internet.ti,ab. or textbooks.ti,ab. or references.tw. or scales.tw. or papers.tw. or datasets.tw. or trials.ti,ab. or meta-analy*.tw. or (clinical and studies).ti,ab. or treatment outcome/ or treatment outcome.tw. or pmcbook.mp.))) not (letter or newspaper article).pt. | 471026 | |
35 | 33 and 34 | 714 | |
36 | limit 35 to english language | 681 | |
37 | limit 36 to last 7 years | 454 | |
CDSR: Protocols and Reviews EBM Reviews - Cochrane Database of Systematic Reviews 2005 to August 23, 2021 | 1 | (post-traumatic stress or posttraumatic stress or PTSD).ti,ab,kw. | 42 |
2 | anxiety.ti,ab,kw. | 411 | |
3 | (depression OR depressive OR MDD).ti,ab,kw. | 534 | |
4 | ((bipolar adj2 disorder*) OR bipolar depression OR manic-depression OR manic-depressive).ti,ab,kw. | 36 | |
5 | (TBI OR TBIs OR traumatic brain injury OR traumatic brain injuries OR brain trauma OR brain traumas OR traumatic encephalopathy OR traumatic encephalopathies).ti,ab,kw. | 58 | |
6 | (((substance OR drug OR alcohol OR cocaine OR opioid OR opiate OR amphetamine OR inhalant OR marijuana OR narcotic) adj2 (abuse OR addiction OR dependence OR disorder*)) OR alcoholic* OR alcoholism).ti,ab,kw. | 394 | |
7 | chronic pain.ti,ab,kw. | 173 | |
8 | 2 or 3 or 4 or 5 | 732 | |
9 | 1 and 8 | 40 | |
10 | 1 or 2 or 3 or 4 or 5 | 734 | |
11 | 6 or 7 | 564 | |
12 | 10 and 11 | 119 | |
13 | 2 or 3 or 4 | 680 | |
14 | 5 and 13 | 6 | |
15 | 9 or 12 or 14 | 158 | |
16 | (comorbid OR comorbidity OR comorbidities OR co-morbid OR co-morbidity OR co-morbidities OR concurrent OR concurrently OR co-occur OR co-occurs OR co-occurring OR co-occurrence OR cooccur OR coocurrs OR cooccurring OR cooccurrence OR integrated OR integrating).ti,ab,kw. | 300 | |
17 | 15 and 16 | 17 | |
16 | limit 17 to last 7 years | 12 | |
Search for current systematic reviews (limited to last 7 years) Date Searched: 8/11/21 | |||
B. Non-bibliographic databases: | Evidence | ||
AHRQ | Search: Comorbid, PTSD, anxiety, depression, bipolar disorder, TBI, chronic pain, substance use, alcohol use | ||
CADTH | Search: Comorbid, PTSD, anxiety, depression, bipolar disorder, TBI, chronic pain, substance use, alcohol use | ||
VA HSR&D | Search: Comorbid, PTSD, anxiety, depression, bipolar disorder, TBI, chronic pain, substance use, alcohol use |
APPENDIX B. TABLE OF INCLUSION/EXCLUSION CRITERIA
PICOS | Inclusion/exclusion criteria | Exclusion code |
---|---|---|
Population |
Include: Adults with PTSD comorbid with anxiety, depression, bipolar disorder, TBI, a substance use disorder, or chronic pain; adults with TBI comorbid with anxiety, depression, bipolar disorder, PTSD, a substance use disorder, or chronic pain; or adults with anxiety, depression, or bipolar disorder comorbid with a substance use disorder or chronic pain. Include SRs on a broader population that synthesize a subgroup meeting criteria. Exclude: Studies on children, studies on adults with a single condition only, studies on adults with comorbid conditions other than the combinations listed above, studies that do not require diagnosis of both conditions (symptoms only, subthreshold populations e.g., alcohol misuse). | E1 |
Intervention |
Include: KQ3: Integrated treatment (designed to treat both conditions) of both the primary condition and comorbidity. Include SRs on a broader group of interventions that synthesize a subgroup of integrated treatments. Exclude: KQ3: Nonintegrated treatment (designed to treat primary condition only) | E2 |
Comparator |
Include: KQ1: Group receiving the same treatment, but without the comorbidity KQ2: Any or none KQ3: Nonintegrated treatment (designed to treat primary condition only) Include SRs on a broader group of comparators that synthesize a subgroup meeting our criteria. | E3 |
Outcome |
Include: Clinical outcomes (eg, symptom change, diagnosis) KQ2: Outcomes for the comorbidity Exclude: Non-clinical outcomes (eg, prevalence, dropout) KQ2: Outcomes for the primary condition being treated only | E4 |
Setting | Include: Any | E5 |
Study Design | Include: Any | E6 |
Publication type | Include: Systematic reviews meeting minimum criteria of Robison et al., 2016:
| E7 |
Outdated or Nonprioritized SR | Older or non-prioritized systematic reviews, systematic reviews with high risk of bias | E8 |
Language |
Include: English Exclude: Any other language | E9 |
Abbreviations. KQ=key question; PTSD=posttraumatic stress disorder; SR=systematic review; TBI=traumatic brain injury.
APPENDIX C. EXCLUDED STUDIES
Exclude reasons: 1=Ineligible population, 2=Ineligible intervention, 3=Ineligible comparator, 4=Ineligible outcome, 5=Ineligible timing, 6=Ineligible study design, 7=Ineligible publication type, 8=Outdated or ineligible systematic review.
Citation | Exclude Reason |
---|---|
Bailey K, Trevillion K, Gilchrist G. What works for whom and why: A narrative systematic review of interventions for reducing post-traumatic stress disorder and problematic substance use among women with experiences of interpersonal violence. Research Support, Non-U.S. Gov’t Systematic Review. J Subst Abuse Treat. 04 2019;99:88–103. [PubMed: 30797400] | E1 |
Barawi KS, Lewis C, Simon N, Bisson JI. A systematic review of factors associated with outcome of psychological treatments for post-traumatic stress disorder. Review. Eur J Psychotraumatol. Jul 01 2020;11(1):1774240. [PMC free article: PMC7473314] [PubMed: 33029317] | E7 |
Benedict TM, Keenan PG, Nitz AJ, Moeller-Bertram T. Post-Traumatic Stress Disorder Symptoms Contribute to Worse Pain and Health Outcomes in Veterans With PTSD Compared to Those Without: A Systematic Review With Meta-Analysis. Meta-Analysis Systematic Review. Mil Med. 09 18 2020;185(9–10):e1481–e1491. [PubMed: 32248229] | E2 |
Cerimele JM, Bauer AM, Fortney JC, Bauer MS. Patients With Co-Occurring Bipolar Disorder and Posttraumatic Stress Disorder: A Rapid Review of the Literature. Review. J Clin Psychiatry. May 2017;78(5):e506–e514. [PubMed: 28570791] | E4 |
Cheng JOS, Cheng ST. Effectiveness of physical and cognitive-behavioural intervention programmes for chronic musculoskeletal pain in adults: A systematic review and meta-analysis of randomised controlled trials. Meta-Analysis Research Support, Non-U.S. Gov’tSystematic Review. PLoS ONE. 2019;14(10):e0223367. [PMC free article: PMC6786598] [PubMed: 31600270] | E4 |
Coles AS, Sasiadek J, George TP. Pharmacotherapies for co-occurring substance use and bipolar disorders: A systematic review. Systematic Review. Bipolar Disord. 11 2019;21(7):595–610. [PubMed: 31077521] | E7 |
Cooper DB, Bunner AE, Kennedy JE, et al. Treatment of persistent post-concussive symptoms after mild traumatic brain injury: a systematic review of cognitive rehabilitation and behavioral health interventions in military Service members and Veterans. ReviewSystematic Review. Brain imaging behav. Sep 2015;9(3):403–20. [PubMed: 26330376] | E1 |
Coventry PA, Meader N, Melton H, et al. Psychological and pharmacological interventions for posttraumatic stress disorder and comorbid mental health problems following complex traumatic events: Systematic review and component network meta-analysis. Meta-AnalysisResearch Support, Non-U.S. Gov’tSystematic Review. PLoS Med. 08 2020;17(8):e1003262. [PMC free article: PMC7446790] [PubMed: 32813696] | E1 |
Ecker AH, Hundt N. Posttraumatic stress disorder in opioid agonist therapy: A review. Review. Psychol Trauma. Nov 2018;10(6):636–642. [PubMed: 28758767] | E1 |
Forster SE, DePhilippis D, Forman SD. “I’s” on the prize: A systematic review of individual differences in Contingency Management treatment response. Research Support, U.S. Gov’t, Non-P.H.S. Systematic Review. J Subst Abuse Treat. 05 2019;100:64–83. [PMC free article: PMC7678142] [PubMed: 30898330] | E7 |
Foulds JA, Adamson SJ, Boden JM, Williman JA, Mulder RT. Depression in patients with alcohol use disorders: Systematic review and meta-analysis of outcomes for independent and substance-induced disorders. Meta-AnalysisReviewSystematic Review. J Affect Disord. Oct 01 2015;185:47–59. [PubMed: 26143404] | E1 |
Ghabrash MF, Bahremand A, Veilleux M, et al. Depression and Outcomes of Methadone and Buprenorphine Treatment Among People with Opioid Use Disorders: A Literature Review. Research Support, Non-U.S. Gov’tReview. J Dual Diagn. Apr–Jun 2020;16(2):191–207. [PubMed: 32089124] | E1 |
Gilmore AK, Wilson SM, Skopp NA, Osenbach JE, Reger G. A systematic review of technology-based interventions for co-occurring substance use and trauma symptoms. ReviewSystematic Review. J Telemed Telecare. Sep 2017;23(8):701–709. [PubMed: 27534823] | E1 |
Gonzalez-Robles A, Diaz-Garcia A, Miguel C, Garcia-Palacios A, Botella C. Comorbidity and diagnosis distribution in transdiagnostic treatments for emotional disorders: A systematic review of randomized controlled trials. Research Support, Non-U.S. Gov’tSystematic Review. PLoS ONE. 2018;13(11):e0207396. [PMC free article: PMC6237379] [PubMed: 30440020] | E4 |
Grubaugh AL, Brown WJ, Wojtalik JA, Myers US, Eack SM. Meta-Analysis of the Treatment of Posttraumatic Stress Disorder in Adults With Comorbid Severe Mental Illness. J Clin Psychiatry. May 25 2021;82(3):25. [PubMed: 34033709] | E1 |
Haibach JP, Beehler GP, Dollar KM, Finnell DS. Moving toward integrated behavioral intervention for treating multimorbidity among chronic pain, depression, and substance-use disorders in primary care. Review. Med Care. Apr 2014;52(4):322–7. [PubMed: 24556895] | E7 |
Hellem TL, Lundberg KJ, Renshaw PF. A review of treatment options for co-occurring methamphetamine use disorders and depression. Research Support, N.I.H., ExtramuralResearch Support, Non-U.S. Gov’tReview. J Addict Nurs. Jan–Mar 2015;26(1):14–23; quiz E1. [PMC free article: PMC5510330] [PubMed: 25761159] | E1 |
Hillemacher T, Frieling H. Pharmacotherapeutic options for co-morbid depression and alcohol dependence. Review. Expert Opin Pharmacother. 04 2019;20(5):547–569. [PubMed: 30602322] | E7 |
Holmes NA, van Agteren JE, Dorstyn DS. A systematic review of technology-assisted interventions for co-morbid depression and substance use. Systematic Review. J Telemed Telecare. Apr 2019;25(3):131–141. [PubMed: 29310532] | E3 |
IsHak WW, Wen RY, Naghdechi L, et al. Pain and Depression: A Systematic Review. Systematic Review. Harv Rev Psychiatry. Nov/Dec 2018;26(6):352–363. [PubMed: 30407234] | E1 |
Kip A, Priebe S, Holling H, Morina N. Psychological interventions for posttraumatic stress disorder and depression in refugees: A meta-analysis of randomized controlled trials. Review. Clin. Jul 2020;27(4):489–503. [PubMed: 32191370] | E1 |
Marchard DK FC. Care for acquired brain injury and concurrent mental health conditions and/or substance use disorders: An environmental scan. CADTH. 2021;96 | E7 |
Morgan L, Aldington D. Comorbid chronic pain and post-traumatic stress disorder in UK Veterans: a lot of theory but not enough evidence. Br. Nov 2020;14(4):256–262. [PMC free article: PMC7605058] [PubMed: 33194190] | E7 |
Murthy P, Mahadevan J, Chand PK. Treatment of substance use disorders with co-occurring severe mental health disorders. Review. Curr Opin Psychiatry. 07 2019;32(4):293–299. [PubMed: 31157674] | E7 |
Preuss UW, Gouzoulis-Mayfrank E, Havemann-Reinecke U, et al. Psychiatric comorbidity in alcohol use disorders: results from the German S3 guidelines. Review. Eur Arch Psychiatry Clin Neurosci. Apr 2018;268(3):219–229. [PubMed: 28439723] | E7 |
Ralevski E, Olivera-Figueroa LA, Petrakis I. PTSD and comorbid AUD: a review of pharmacological and alternative treatment options. Review. Subst. 2014;5:25–36. [PMC free article: PMC3953034] [PubMed: 24648794] | E7 |
Riper H, Andersson G, Hunter SB, de Wit J, Berking M, Cuijpers P. Treatment of comorbid alcohol use disorders and depression with cognitive-behavioural therapy and motivational interviewing: a meta-analysis. Addiction. 2014;109(3):394–406. [PMC free article: PMC4227588] [PubMed: 24304463] | E1 |
Rogers AH, Zvolensky MJ, Ditre JW, Buckner JD, Asmundson GJG. Association of opioid misuse with anxiety and depression: A systematic review of the literature. Review. Clin Psychol Rev. Jan 24 2021;84:101978. [PubMed: 33515811] | E1 |
Salloum IM, Brown ES. Management of comorbid bipolar disorder and substance use disorders. Review. Am J Drug Alcohol Abuse. 07 2017;43(4):366–376. [PubMed: 28301219] | E7 |
Sanchez-Salcedo JA, Cabrera MME, Molina-Jimenez T, Cortes-Altamirano JL, Alfaro-Rodriguez A, Bonilla-Jaime H. Depression and Pain: use of antidepressant. Curr Neuropharmacol. Jun 09 2021;09:09. [PMC free article: PMC9413796] [PubMed: 34151765] | E10 |
Schneider RL, Arch JJ, Wolitzky-Taylor KB. The state of personalized treatment for anxiety disorders: A systematic review of treatment moderators. ReviewSystematic Review. Clin Psychol Rev. Jun 2015;38:39–54. [PubMed: 25795293] | E1 |
Sepede G, Lorusso M, Spano MC, Di Nanno P, Di Iorio G, Di Giannantonio M. Efficacy and Safety of Atypical Antipsychotics in Bipolar Disorder With Comorbid Substance Dependence: A Systematic Review. Systematic Review. Clin Neuropharmacol. Sep/Oct 2018;41(5):181–191. [PubMed: 30036197] | E7 |
APPENDIX D. EVIDENCE TABLES
DATA ABSTRACTION OF INCLUDED SYSTEMATIC REVIEWS
Download PDF (406K)
QUALITY ASSESSMENT OF INCLUDED SYSTEMATIC REVIEWS (ROBIS)
Download PDF (255K)
STRENGTH OF EVIDENCE FOR INCLUDED STUDIES
Strength of Evidence for KQ1 (PDF, 216K)
Strength of Evidence for KQ2 (PDF, 208K)
Strength of Evidence for KQ3 (PDF, 206K)
APPENDIX E. PEER REVIEW DISPOSITION
Comment # | Reviewer # | Comment | Author Response |
---|---|---|---|
Are the objectives, scope, and methods for this review clearly described? | |||
1 | 2 | Yes | None |
2 | 3 | Yes | None |
3 | 4 | Yes | None |
Is there any indication of bias in our synthesis of the evidence? | |||
1 | 2 | No | None |
2 | 3 | No | None |
3 | 4 | No | None |
Are there any published or unpublished studies that we may have overlooked? | |||
1 | 2 | No | None |
2 | 3 | No | None |
3 | 4 | No | None |
Additional suggestions or comments can be provided below. | |||
1 | 4 | Thank you for letting me review this article. It’s extremely relevant to clinical practice and I enjoyed reading it. This was well written, and the methodology was well thought out and executed. I had only one comment on the literature flow table that questioned the 100 studies eliminated before the title/abstract review. Please see my attached PDF. | We have corrected the number of articles excluded during title and abstract review in the literature flow diagram. |
2 | 1 | I understand why [limiting to SRs] was done, but I think it prevents definitive conclusions from this report because so much of the relevant literature is not presented in SRs and even is not reported in a straightforward way. For example, the primary outcome paper for a trial might also report some predictor analyses. I think this needs to be discussed. I have been looking at this literature because I am currently doing a paper on predictors of treatment outcome in PE and CPT and definitely could not use SRs only to inform the paper. For example, this paper reported no prescriptive predictors of outcome between PE and PCT in female Veterans, but did find comorbid disorder was a prognostic predictor. The strategy of looking only at SRs is probably OK for larger literatures, including PTSD/SUD, but I don’t think it is sufficient for other PTSD comorbidities. | We agree that the rapid review methodology employed limits the conclusions of the current review. We have added in language to make it clearer that the purpose of the current review is to review evidence available from recent systematic reviews, and have refined the language about the lack of evidence found. |
3 | 1 | Actually, there is much more evidence that presented here or that was included in the review. The information is often not presented in separate studies. | We have removed the first part of this sentence referring to the ‘dearth of evidence’ regarding the treatment of patients with comorbidities. |
4 | 1 | The findings of this study should be more fully reported. There were major differences between drug and psychotherapy trials. | We have removed the sentence referencing this study, as we agree that an accurate description of the study would require more explanation and context than is feasible to provide in this section. |
4 | 1 | The discussion here does not account for the issues of safety and feasibility that would also come into play in practice. For example, active suicidality or homicidality is often an exclusion, but it also would preclude initiation of a new treatment in practice until the issue was resolved, e.g., it would not be appropriate to start PE in a person with intent and a plan. As another example, moderate to severe cognitive impairment might prevent someone from participating in treatments that are cognitively demanding. Thus, the fact that epi and clinical samples have comorbidities that would exclude them from some trials does not mean that patients with those comorbid combinations would be candidates for specific treatments in practice. | We agree that these are important clinical issues, but as they are not necessarily specific to the comorbid conditions reviewed here, we believe that a full discussion of these issues is outside of the scope of this review. |
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Suggested citation:
Beech EH, Rahman B, Ward R, Anderson J, Belsher BE, Parr NJ. Evidence Brief: Treatment of Comorbid Conditions. Washington, DC: Evidence Synthesis Program, Health Services Research and Development Service, Office of Research and Development, Department of Veterans Affairs. VA ESP Project #09-203; 2021.
This report was prepared by the Evidence Synthesis Program Coordinating Center located at the VA Portland Health Care System, directed by Mark Helfand, MD, MPH, MS and funded by the Department of Veterans Affairs, Veterans Health Administration, Health Services Research and Development.
The findings and conclusions in this document are those of the author(s) who are responsible for its contents and do not necessarily represent the views of the Department of Veterans Affairs or the United States government. Therefore, no statement in this article should be construed as an official position of the Department of Veterans Affairs. No investigators have any affiliations or financial involvement (eg, employment, consultancies, honoraria, stock ownership or options, expert testimony, grants or patents received or pending, or royalties) that conflict with material presented in the report.
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