Publication

Research Article

2 | Volume 28

Two Sides of the Same Coin: A Randomized Clinical Trial of the Unified Protocol for Addressing Depression and Anxiety in People With Multiple Sclerosis

Abstract

Background: Depression and anxiety are common in people with multiple sclerosis (MS) and significantly impact disease symptomatology, coping, quality of life (QOL), and psychological well-being (PWB). Effective treatment of both is warranted and may be accomplished using a transdiagnostic intervention such as the Unified Protocol (UP). The purpose of this study was to conduct a pilot randomized controlled trial (Clinical Trials # NCT05953519) to determine the effectiveness of the UP in reducing depression and anxiety and the subsequent impact on MS symptomatology, coping, QOL, and PWB.

Methods: Thirty people with MS and depression and/or anxiety were randomly assigned to a UP intervention (n = 12) or a control group (n = 18). Individuals in the intervention group completed a 12-week group virtual intervention. All completed baseline, posttreatment, and 3-month follow-up assessments. All study procedures were approved by the Kessler Foundation Institutional Review Board.

Results: Following the intervention, significant reductions in depression, experiential avoidance, and fatigue were observed. Participants also demonstrated improvements in self-efficacy, coping (eg, benefit finding, social support), QOL (eg, flourishing), and PWB (eg, acceptance). These effects were maintained at the 3-month follow-up.

Conclusions: The UP intervention holds great promise in reducing mood symptoms in people with MS, as well as fatigue, one of the most detrimental symptoms associated with MS. The impact on coping, QOL, and PWB also suggests greater, long-standing effects on perspective, reframing, and coping, which are likely to have a greater impact overall for individuals with MS.

From the Center for Neuropsychology and Neuroscience Kessler Foundation, East Hanover, NJ (LBS, OA, LV); the Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers, the State University of New Jersey, Newark, NJ (LBS); and the Department of Psychology, University at Albany, State University of New York, Albany, NY (JFB). Correspondence:
Lauren B. Strober, PhD, 120 Eagle Rock Ave, Suite 100, East Hanover, NJ 07936; email: lstrober@kesslerfoundation.org.

Practice Points
  • Depression and anxiety are highly prevalent among people with multiple sclerosis (MS) and detrimental to their health and well-being.
  • Transdiagnostic interventions, such as the Unified Protocol (UP), address both depression and anxiety and focus on the shared temperamental core of psychological disorders, which have been shown to impact functional outcomes as well.
  • Thus, the UP may hold great promise for not only treating emotional disorders but also improving symptoms, coping, psychological well-being, and quality of life of people with MS.

Rates of emotional disorders (EDs) are high among people with multiple sclerosis (MS).1-4 Both depression and anxiety impact individuals’ MS symptoms (eg, fatigue), adherence, medical management, quality of life (QOL), and suicidal ideation.3, 5-12 Despite this, they often go untreated, and when treated, the focus is primarily on depression. Evidence for treating depression in MS is modest at best. A meta-analysis on cognitive behavioral therapy (CBT) interventions found moderate reductions when compared with treatment as usual.13 Subsequent meta-analysis in 2016 suggested that treatments were moderately effective when compared with an inactive comparator but not effective when compared with an active comparator. No improvement was found in 3 interventions that also assessed anxiety and in findings from an injection phobia study.14

In 2018, Multiple Sclerosis Journal published a Controversies in Multiple Sclerosis article that questioned whether anxiety was more important than depression in MS. Proponents for “no” contended that depression has long been “intertwined with the characteristics of the disease” and a known factor in worsening MS symptoms, poor QOL and disease management, and increased suicidal ideation.15 The counterargument to this was that anxiety, despite being less studied, is very common, with a large registry sample (N = 7786) reporting 54% incidence and evidence that anxiety has the same impact as depression.16

A 2019 study looked into the impact further and suggested that depression should take priority as it was associated with higher disability and lower employment.17 A year later, the lead author conducted a similar investigation and found anxiety to have a greater impact on MS symptomatology, well-being, and QOL.18 Previous investigations also suggested greater effects for anxiety with regard to being at risk for unemployment19 and having lower QOL early in the disease process.20 This author and others have continued to recommend that attention should be paid to the role of anxiety in MS.16, 21 Given this, we sought to assess the Unified Protocol for the Transdiagnostic Treatment of Emotional Disorders (UP) that addresses both depression and anxiety for use in MS.

The UP is a contemporary CBT transdiagnostic treatment that targets the shared temperamental core of psychological disorders and is meant to help anyone struggling with managing their emotions, regardless of diagnosis.22 The focus on shared etiology and maintenance features is informed by advancements in psychopathology and emotion science23-25 and stands in slight contrast to traditional CBT protocols that tend to focus on a single domain or manifest symptoms.26 The intervention can be conducted individually or in a group,27,28 typically over 12 weeks. It consists of 8 modules, of which 5 core modules address the fundamental components of CBT aimed at identifying one’s emotional experiences and adverse reactions to them, namely thoughts, feelings (physical sensations), and behaviors. Two introductory sessions are aimed at understanding and tracking participants’ emotions, reviewing participants’ symptoms and how they interfere with daily life, providing a treatment rationale, enhancing motivation, and setting goals. From this, core modules are provided in sequential order. Following this, participants are encouraged to put what they have learned into practice and face their emotions while tracking their experiences in more objective ways. Finally, the last module consists of relapse prevention.29

A meta-analysis in 2019 found large effect sizes for UP in reducing depression and anxiety,30 and it has also been shown to result in improvements in transdiagnostic psychological symptoms, such as decreases in neuroticism and emotion or behavioral avoidance as well as increased positive affectivity and functional outcomes, including improvements in QOL and work functioning among the general population.31-33 A meta-analysis of individuals with a medical condition found large effects as well.34 Two of these studies consisted of trials among people with MS35,36 in which significantly large effect sizes for decreasing depression and anxiety were found. Given this, we conducted a pilot randomized controlled trial (RCT) aimed at replicating this as well as examining other outcomes (eg, disease symptoms, coping) that are strongly associated with depression and anxiety in MS.

Methods

The study was registered with ClinicalTrials.gov (NCT05953519), and all study methods and results are consistent with the Consolidated Standards of Reporting Trials guidelines.

Participants

Participants underwent screening for depression and anxiety. Inclusion criteria consisted of significant depression on the Beck Depression Inventory-Second Edition (cutoff score of 20 or higher)37 and/or anxiety on the State-Trait Anxiety Inventory (cutoff of 1.25 SD above normative means),38 a definitive diagnosis of MS, 18 years and older, English speaker, ability to provide informed consent, and access to the internet. The exclusion criteria were a history of any other neurological illness, current participation in another RCT, cognitive impairment that would affect the ability to fully participate in the group, inability to attend group sessions, and active participation in another formal clinical group or psychological therapy. Given the large effects previously found with the UP, a power analysis suggested that a sample size of 20 would be sufficient in order to obtain a power of 80% when utilizing a repeated-measures analysis of variance (ANOVA). It has also been suggested that a general rule of thumb for a pilot RCT is 12 participants per arm.39 Given this, we sought a sample of 24. A total of 69 individuals were screened for the study, and 35 met the inclusion criteria (Figure 1).

Figure 1. CONSORT Diagram for Unified Protocol Intervention

Figure 1. CONSORT Diagram for Unified Protocol Intervention

Measures

Primary Outcomes

The Hospital Anxiety and Depression Scale40 instrument was designed to measure anxiety and depression in a general medical population and is commonly used in MS.41,42 It consists of 14 items rated on a 4-point Likert scale. A cutoff of 8 has been suggested for the presence of minor depression or anxiety.43 Cronbach α was 0.84 for anxiety and 0.64 for depression in the current sample.

Positive and negative emotions were assessed by the Positive and Negative Affect Schedule,44 a 20-item questionnaire rated on a 5-point Likert scale. It has also been used as a primary outcome measure in previous investigations of the UP among individuals with MS.35, 36 Cronbach α was 0.85 for both the positive and negative subscales.

The Brief Experiential Avoidance Questionnaire45 is a 15-item questionnaire rated on a 6-point Likert scale and is comprised of 6 subscales assessing experiential avoidance: behavioral avoidance, distress aversion, procrastination, distraction/suppression, repression/denial, and distress endurance. Cronbach α was 0.79.

Secondary Outcomes

Secondary outcomes consisted of 5 domains of interest to determine whether the UP intervention would have an impact. These included MS symptomatology, self-efficacy, coping, psychological well-being, and QOL.

The Modified Fatigue Impact Scale46 consists of 21 items rated on a 5-point Likert scale. Its 3 subscales evaluate physical, cognitive, and psychosocial functioning. It was developed specifically for use in MS. For brevity, only the physical fatigue subscale was used. Cronbach α was 0.88.

The Pittsburgh Sleep Quality Index47 ascertains sleep quality. The scale has 24 items rated by the individual and 5 items rated by a bed partner. Cronbach α was 0.66.

The Medical Outcomes Study Pain Effects Scale48 assesses the experience and impact of pain and consists of 6 items rated on a 5-point Likert scale. The scale is part of the MS Quality of Life-54 inventory and validated for use in MS.48 Cronbach α was 0.88.

The General Self-Efficacy Scale is a 10-item scale rated on a 4-point Likert scale and assesses perceived self-efficacy in coping with daily hassles and adaptation after experiencing stressful life events. Cronbach α was 0.84.

MS-specific self-efficacy was assessed by the University of Washington Self-Efficacy Scale, a measure made specifically for individuals with MS.49 The scale consists of 19 items rated on a 5-point Likert scale. Cronbach α was 0.93.

The Coping Orientation to Problems Experienced (COPE) Inventory50 assesses different ways individuals respond to stress. It consists of 5 scales to measure problem-focused coping (active coping, planning, suppression of competing activities, restraint coping, seeking of instrumental social support) and
5 scales to measure emotion-focused coping (seeking of emotional social support, positive reinterpretation, acceptance, denial, turning to religion) as well as 3 less adaptive coping styles (focus on and venting of emotions, behavioral disengagement, mental disengagement). Three items measure alcohol and drug use, and 4 items assess the use of humor. Items are rated on a 4-point Likert scale. The majority (11 of 15) of the subscales had a Cronbach α of 0.70 or higher, with the highest being 0.98 for substance use. However, 4 subscales had α ranging from 0.27 to 0.60, with mental disengagement being the lowest, consistent with previous findings.50

The Benefit Finding in Multiple Sclerosis Scale51 was developed to measure the perceived benefit of having MS. It consists of 43 items rated on a 3-point Likert scale and is divided into 7 subscales: compassion/empathy, spiritual growth, mindfulness, new opportunities, lifestyle gains, family relations growth, and personal growth. Cronbach α was 0.94.

Resilience was assessed by the University of Washington Resilience Scale, which was developed for adults with chronic conditions and disabilities such as MS.52 It consists of 28 items rated on a 5-point Likert scale. Cronbach α was 0.88.

The Ryff Psychological Well-Being Scales were developed for the general population and consist of 6 subscales: positive relationships, autonomy, personal growth, purpose in life, environmental mastery, and self-acceptance.53 Each subscale consists of 14 items rated on a 6-point Likert scale. Cronbach α ranged from 0.74 to 0.92, with all but one being 0.85 or higher.

Quality of life was assessed by the Satisfaction With Life Scale54 and the Flourishing Scale.55 Both are rated on a 7-point Likert scale. The first is a brief, 5-item measure assessing one’s global cognitive judgment of satisfaction with one’s life. It has been validated in many healthy and chronically ill populations.56 Cronbach α was 0.90. The latter is an 8-item scale and measures perceived success in important areas of life such as relationships, self-esteem, purpose, and optimism. Cronbach α was 0.86.

Procedures

The study was a single-blind, parallel RCT completed over 3 study cohorts from May 2023 to August 2024. All procedures were approved by the Kessler Foundation Institutional Review Board, and informed consent was obtained from all participants. Using a computer-generated sequence, participants were randomly assigned to either the intervention or control condition. Assessors were blinded to the participants’ assignments. Participants in the UP intervention completed a 12-week, virtual group UP intervention and attended one 90-minute session per week via Zoom Health. Prior to weeks 3 and 12, participants met with the facilitator for an individual 30- to 45-minute session to discuss personal treatment goals. All sessions were facilitated following the UP manual, and treatment fidelity was assessed by a UP expert trainer (J.B.). Between sessions, participants were asked to complete the Overall Anxiety Severity and Impairment Scale, the Overall Depression Severity and Impairment Scale, the Positive Emotion Scale, and the Other Emotion Scale as well as a series of assignments that reflected on their weekly experiences and applied session content (Table 1).

Table 1. Unified Protocol

Table 1. Unified Protocol

The control condition received treatment as usual. All participants completed an online survey after the initial 12 weeks and again at 3 months.

To examine between-group differences, we tested a series of repeated-measure ANOVAs. We elected not to apply an α adjustment for multiple comparisons given the pilot nature of this RCT and its associated small sample size. In addition to model parameters, we report η2 effect sizes, where values of approximately 0.01 are interpreted as small effects, values of approximately 0.06 are interpreted as medium effects, and values of approximately 0.14 or higher are interpreted as large effects.57 With the exception of the COPE substance use subscale (kurtosis = 7.77), all variables met normality assumptions.58 In addition to repeated-measure ANOVAs, we descriptively examined rates of clinical elevation in depression and anxiety within and between groups up to the 3-month follow-up, based on the established cutoffs on the Hospital Anxiety and Depression Scale.

Results

Thirty people with MS who met the criteria for depression (n = 3), anxiety (n = 2), or Comorbid Anxiety Disorder (n = 25) were randomly assigned into the treatment (n = 12) or control condition (n = 18). There were no differences between the 2 groups on age, sex, education, disease course, disease duration, or severity of depression or anxiety. There were no differences in past treatment for depression or anxiety (Table 2).

Table 2. Group Characteristics

Table 2. Group Characteristics

The treatment group experienced significant reductions in depression and experiential avoidance immediately following the 12-week intervention and at the 3-month follow-up. Significant reductions in fatigue and improvements in general self-efficacy, environmental mastery, coping (ie, benefit finding and instrumental social support), QOL (ie, flourishing), and psychological well-being (PWB; ie, positive relationships with others and self-acceptance) were also observed (Table S1, Figure 2; supplemental materials are available at the end of the online article as a PDF). No significant effects were found for anxiety, positive or negative affect, sleep disturbance, pain, or MS self-efficacy.

Figure 2. Changes in Participant Outcomes

Figure 2. Changes in Participant Outcomes

The rates of clinically significant depression and anxiety were more significantly reduced in the treatment group than in the control group. Prior to treatment, the rates for depression were 72% and 83% for the control and treatment groups, respectively. Immediately following the UP intervention, the treatment group rate sharply declined to 8% and then rose slightly to 33% at the 3-month follow-up. In contrast, the rate of depression among the control group remained steady (67%; Figure S1). Rates of clinically elevated anxiety demonstrated a similar pattern, with rates at baseline of 83% and 67% for the control and the treatment groups, respectively. In the treatment group, rates of anxiety decreased slightly to 58% immediately following the intervention and then decreased even more to 33% at the 3-month follow-up. For the control group, the rate of anxiety was 56% at the 12-week survey and 67% at the 3-month follow-up (Figure S2).

Discussion

The primary outcome of this study was whether the UP affected rates of anxiety and depression among people with MS. Our secondary outcomes, perhaps the more important part of our work, were its effects on MS symptoms, coping, PWB, and QOL.

Individuals in the treatment group demonstrated improvements in depressive symptoms, experiential avoidance, fatigue, PWB, QOL, and coping. Consistent with empirical support for the durability of UP effects in general mental health contexts,26 these effects were maintained over a 3-month period. Effects were greatest (η2≥ 0.14) for depression, fatigue, aspects of coping and PWB, and experiential avoidance.

The observed effects for depression are consistent with previous findings of the UP among people with MS. The consistency in such significant effects is extremely promising, particularly considering previous suggestions that treatment of depression in MS is modest at best. Further evaluation of the effectiveness of UP in ameliorating depression in MS when compared with active comparator treatment is warranted and the next logical step.

The finding that fatigue was greatly reduced following participation in the UP intervention is consistent with the assertion that MS symptoms are greatly worsened by depression and anxiety. MS-related fatigue is construed as primary or secondary. Although the former is related to the centrally mediated process of the disease, secondary fatigue is attributed to a host of factors that accompany MS (eg, depression, sleep disturbance, medication adverse effects).59 Provided this, it has been proposed and shown that treatment of these factors results in reductions in fatigue.6,60 This was certainly the case following the UP intervention. The associated improvement in fatigue may also be attributed to the improvements in self-efficacy. Previously, reductions in fatigue and increases in self-efficacy were found following a CBT fatigue management program in which the main goal was to normalize fatigue experiences and learn helpful ways to think about fatigue.61 This is similar to the objectives of UP. Although aimed at addressing emotions and one’s responses to and thoughts about them, it may be that the intervention simultaneously had an impact on the way individuals thought about their fatigue and how best to manage and cope with it. In general, CBT interventions that address maladaptive thoughts and behaviors and provide fatigue-specific skill-building exercises have shown the most promise.62 The ability of the UP intervention to influence both depression and fatigue so greatly is noteworthy given that they are the 2 most detrimental symptoms associated with MS.

The effects seen with coping, particularly benefit finding, and social support speak to the presumed underlying mechanisms of UP and how the program may lead to reductions in EDs. Social support is one of the leading predictors of depression and anxiety in MS.18,63,64 It is possible that the observed increase in utilization of instrumental social support, whether experienced through the group directly or in a participant’s life, subsequently reduced feelings of depression. One question is whether individual treatment with UP would yield similar results. If not, findings would suggest that the UP group format is more beneficial. The effect for benefit finding and the lack of findings for the other coping styles more generally are exciting as well and may be reflective of a participant’s change in perspective. The premise of benefit finding is identifying meaningful aspects of life when contending with a challenging circumstance or illness. Although defined as coping, it is less a coping style and more of a changed approach to life and a shift in perspective and meaning. Another study’s findings showed that benefit finding increased following treatment of depression in MS.65

The effects observed for experiential avoidance are important and relate to the most pressing question the study results generated: Why was there no effect for anxiety? Although anxiety was a primary outcome variable, we included a measure of experiential avoidance for an important reason. Experiential avoidance is defined as the reluctance to remain in contact with distressing feelings or an attempt to control or avoid them. These behaviors can exacerbate distress and/or limit one’s behaviors, further contributing to increased anxiety.66 It has recently been shown that experiential avoidance is linked to both depression and anxiety among individuals with MS.67 Confronting this avoidance is a major component of the UP intervention. Contemporary CBT, including the UP, emphasizes the natural function of so-called negatively valanced emotions, such as anxiety, and focuses more on engaging with the world in the presence of anxiety. Conversely, it is less focused on reducing anxiety as a primary treatment aim. In this regard, the significant reduction in avoidance and the increase in one’s ability to confront and stay with one’s anxiety are more important than a reduction in anxiety. The proximal goal is not to eliminate anxiety; at a basic level, some frequency of state anxiety associated with uncertainty regarding future events may be unavoidable for many people with MS. Therefore, the message is to engage with one’s life despite the understandable discomfort of this uncertainty.

With this said, previous investigations of the UP among people with MS found larger effects for reducing anxiety. In our study, 83% of the people in the control group reported significant depression at onset; this rate declined to 56% at 12 weeks. The changes in mean scores for the controls in the 2 prior studies that had larger effect sizes were 0.41 and 0.71 compared with 1.89 in our study.35,36 This suggests that the present control group demonstrated a decline in anxiety that was not significantly different from the 3.42 mean difference in the treatment group. Nonetheless, the significant reduction in avoidance is more reflective of the nature of the intervention as it pertains to ameliorating the effects of anxiety in general. This pattern is consistent with findings for the use of UP group intervention in residential treatment settings for eating disorders, where the magnitude of reductions in experiential avoidance and anxiety sensitivity is larger than the reduction in anxiety symptoms.68

Some limitations should be acknowledged. The present investigation was single-blind, with the control group not receiving any intervention. In addition, given the nature of this early comparative trial, we did not correct for potential α inflation given the number of unique inferential tests. The inclusion of follow-up observation is a strength, yet the integration of additional within-treatment assessments would provide more information about the timing and nature of changes at the individual and group levels. Finally, the small number of groups and facilitators prevented us from examining nested-level effects and differences.

Conclusions

Taken together, the present study’s findings suggest that the UP holds tremendous promise in ameliorating EDs in people with MS. Further studies are warranted in which a larger, more balanced, diverse sample is included and the UP intervention is compared with an active comparator.

Data Availability: The data that support the findings of this study are available from the corresponding author (L.S.) upon reasonable request.

Acknowledgments: This work was supported by Glenn and Marilyn Reiter and anonymous donors to the Kessler Foundation.

Conflicts of Interest: The authors declare no relevant conflicts of interest.

Previous Presentation: Findings were previously presented at the 38th Annual Meeting of the Consortium of Multiple Sclerosis Centers; May 29-June 1, 2024; Nashville, TN.

References

  1. Marrie RA, Walld R, Bolton JM, et al; CIHR Team in Defining the Burden and Managing the Effects of Psychiatric Comorbidity in Chronic Immunoinflammatory Disease. Estimating annual prevalence of depression and anxiety disorder in multiple sclerosis using administrative data. BMC Res Notes. 2017;10(1):619. doi:10.1186/s13104-017-2958-1

  2. Boeschoten RE, Braamse AMJ, Beekman ATF, et al. Prevalence of depression and anxiety in multiple sclerosis: a systematic review and meta-analysis. J Neurol Sci. 2017;372:331-341. doi:10.1016/j.jns.2016.11.067

  3. Korostil M, Feinstein A. Anxiety disorders and their clinical correlates in multiple sclerosis patients. Mult Scler. 2007;13(1):67-72. doi:10.1177/1352458506071161

  4. Jones KH, Ford DV, Jones PA, et al. A large-scale study of anxiety and depression in people with multiple sclerosis: a survey via the web portal of the UK MS Register. PLoS One. 2012;7(7):e41910. doi:10.1371/journal.pone.0041910

  5. Fernández-Jiménez E, Arnett PA. Impact of neurological impairment, depression, cognitive function and coping on quality of life of people with multiple sclerosis: a relative importance analysis. Mult Scler. 2015;21(11):1468-1472. doi:10.1177/1352458514562439

  6. Strober LB, Arnett PA. An examination of four models predicting fatigue in multiple sclerosis. Arch Clin Neuropsychol. 2005;20(5):631-646. doi:10.1016/j.acn.2005.04.002

  7. Alschuler KN, Ehde DM, Jensen MP. The co-occurrence of pain and depression in adults with multiple sclerosis. Rehabil Psychol. 2013;58(2):217-221. doi:10.1037/a0032008

  8. Turner AP, Williams RM, Bowen JD, Kivlahan DR, Haselkorn JK. Suicidal ideation in multiple sclerosis. Arch Phys Med Rehabil. 2006;87(8):1073-1078. doi:10.1016/j.apMr.2006.04.021

  9. Frühwald S, Löffler-Stastka H, Eher R, Saletu B, Baumhackl U. Relationship between symptoms of depression and anxiety and the quality of life in multiple sclerosis. Zusammenhänge zwischen Depression, Angst und Lebensqualität bei Multipler Sklerose. Wien Klin Wochenschr. 2001;113(9):333-338.

  10. D’Alisa S, Miscio G, Baudo S, Simone A, Tesio L, Mauro A. Depression is the main determinant of quality of life in multiple sclerosis: a classification-regression (CART) study. Disabil Rehabil. 2006;28(5):307-314. doi:10.1080/09638280500191753

  11. Beiske AG, Svensson E, Sandanger I, et al. Depression and anxiety amongst multiple sclerosis patients. Eur J Neurol. 2008;15(3):239-245. doi:10.1111/j.1468
    -1331.2007.02041.x

  12. Bruce JM, Hancock LM, Arnett P, Lynch S. Treatment adherence in multiple sclerosis: association with emotional status, personality, and cognition. J Behav Med. 2010;33(3):219-227. doi:10.1007/s10865-010-9247-y

  13. Hind D, Cotter J, Thake A, et al. Cognitive behavioural therapy for the treatment of depression in people with multiple sclerosis: a systematic review and meta-analysis. BMC Psychiatry. 2014;14:5. doi:10.1186/1471-244X-14-5

  14. Margoni M, Preziosa P, Rocca MA, Filippi M. Depressive symptoms, anxiety and cognitive impairment: emerging evidence in multiple sclerosis. Transl Psychiatry. 2023;13(1):264. doi:10.1038/s41398-023-02555-7

  15. Turner AP, Alschuler KN. Anxiety is more important than depression in MS - no. Mult Scler. 2018;24(4):442-444. doi:10.1177/1352458517748477

  16. Morrow SA. Anxiety is more important than depression in MS - yes. Mult Scler. 2018;24(4):440-441. doi:10.1177/1352458517751652

  17. Gill S, Santo J, Blair M, Morrow SA. Depressive symptoms are associated with more negative functional outcomes than anxiety symptoms in persons with multiple sclerosis. J Neuropsychiatry Clin Neurosci. 2019;31(1):37-42. doi:10.1176/appi.neuropsych.18010011

  18. Hanna M, Strober LB. Anxiety and depression in multiple sclerosis (MS): antecedents, consequences, and differential impact on well-being and quality of life. Mult Scler Relat Disord. 2020;44:102261. doi:10.1016/j.msard.2020.102261

  19. Strober LB, Chiaravalloti N, DeLuca J. Should I stay or should I go? a prospective investigation examining individual factors impacting employment status among individuals with multiple sclerosis (MS). Work. 2018;59(1):39-47. doi:10.3233/WOR-172667

  20. Strober LB. Quality of life and psychological well-being in the early stages of multiple sclerosis (MS): importance of adopting a biopsychosocial model. Disabil Health J. 2018;11(4):555-561. doi:10.1016/j.dhjo.2018.05.003

  21. Šilić P, Motl RW, Duffecy J. Multiple sclerosis and anxiety: is there an untapped opportunity for exercise? Mult Scler Relat Disord. 2023;73:104698. doi:10.1016
    /j.msard.2023.104698

  22. Sauer-Zavala S, Gutner CA, Farchione TJ, Boettcher HT, Bullis JR, Barlow DH. Current definitions of “transdiagnostic” in treatment development: a search for consensus. Behav Ther. 2017;48(1):128-138. doi:10.1016/j.beth.2016.09.004

  23. Barlow DH, Curreri AJ, Woodard LS. Neuroticism and disorders of emotion: a new synthesis. Curr Dir Psychol Sci. 2021;30(5):410-417. doi:10.1177/09637214211030253

  24. Barlow DH, Ellard KK, Sauer-Zavala S, Bullis JR, Carl JR. The origins of neuroticism. Perspect Psychol Sci. 2014;9(5):481-496. doi:10.1177/1745691614544528

  25. Brown TA, Barlow DH. A proposal for a dimensional classification system based on the shared features of the DSM-IV anxiety and mood disorders: implications for assessment and treatment. In: Barlow DH, ed. The Neurotic Paradox: Progress in Understanding and Treating Anxiety and Related Disorders. Routledge;2016:325-354.

  26. Bullis JR, Boettcher H, Sauer-Zavala S, Farchione TJ, Barlow DH. What is an emotional disorder? a transdiagnostic mechanistic definition with implications for assessment, treatment, and prevention. Clin Psychol (New York). 2019;26(2):e12278. doi:10.1037/h0101755

  27. de Ornelas Maia ACC, Nardi AE, Cardoso A. The utilization of unified protocols in behavioral cognitive therapy in transdiagnostic group subjects: a clinical trial. J Affect Disord. 2015;172:179-183. doi:10.1016/j.jad.2014.09.023

  28. De Paul NF, Caver KA. A pilot study of a brief group adaptation of the Unified Protocol in integrated primary care. Psychol Serv. 2021;18(3):416-425. doi:10.1037/ser0000406

  29. Barlow DH, Farchione TJ, Sauer-Zavala S, et al. Unified Protocol for Transdiagnostic Treatment of Emotional Disorders: Therapist Guide. Oxford University Press; 2017.

  30. Sakiris N, Berle D. A systematic review and meta-analysis of the Unified Protocol as a transdiagnostic emotion regulation based intervention. Clin Psychol Rev. 2019;72:101751. doi:10.1016/j.cpr.2019.101751

  31. Boswell JF, Anderson LM, Barlow DH. An idiographic analysis of change processes in the unified transdiagnostic treatment of depression. J Consult Clin Psychol. 2014;82(6):1060-1071. doi:10.1037/a0037403

  32. Farchione TJ, Fairholme CP, Ellard KK, et al. Unified Protocol for Transdiagnostic Treatment of Emotional Disorders: a randomized controlled trial. Behav Ther. 2012;43(3):666-678. doi:10.1016/j.beth.2012.01.001

  33. Sauer-Zavala S, Boswell JF, Gallagher MW, Bentley KH, Ametaj A, Barlow DH. The role of negative affectivity and negative reactivity to emotions in predicting outcomes in the unified protocol for the transdiagnostic treatment of emotional disorders. Behav Res Ther. 2012;50(9):551-557. doi:10.1016/j.brat.2012.05.005

  34. Osma J, Martínez-García L, Quilez-Orden A, Peris-Baquero Ó. Unified Protocol for the Transdiagnostic Treatment of Emotional Disorders in medical conditions: a systematic review. Int J Environ Res Public Health. 2021;18(10):5077. doi:10.3390/ijerph18105077

  35. Nazari N, Aligholipour A, Sadeghi M. Transdiagnostic treatment of emotional disorders for women with multiple sclerosis: a randomized controlled trial. BMC Womens Health. 2020;20(1):245. doi:10.1186/s12905-020-01109-z

  36. Nazari N, Sadeghi M, Ghadampour E, Mirzaeefar D. Transdiagnostic treatment of emotional disorders in people with multiple sclerosis: randomized controlled trial. BMC Psychol. 2020;8(1):114. doi:10.1186/s40359-020-00480-8

  37. Beck AT, Steer RA, Brown G. Beck Depression Inventory–II. American Psychological Association PsycNet. 1996. doi:10.1037/t00742-000

  38. Spielberger CD, Gorsuch RL, Lushene R, Vagg PR, Jacobs GA. State-Trait Anxiety Inventory for Adults: Manual, Instrument, and Scoring Guide. Mind Garden; 1983.

  39. Julious SA. Sample size of 12 per group rule of thumb for a pilot study. Pharm Stat. 2005;4(4):287-291. doi:10.1002/pst.185

  40. Zigmond AS, Snaith RP. The Hospital Anxiety and Depression Scale. Acta Psychiatr Scand. 1983;67(6):361-370. doi:10.1111/j.1600-0447.1983.tb09716.x

  41. Atkins L, Newby G, Pimm J. Normative data for the Hospital Anxiety and Depression Scales (HADS) in multiple sclerosis. Soc Care Neurodis. 2012;3(4):172-178. doi:10.1108/20420911211286579

  42. Pais-Ribeiro JL, Martins da Silva A, Vilhena E, Moreira I, Santos E, Mendonça D. The Hospital Anxiety and Depression Scale, in patients with multiple sclerosis. Neuropsychiatr Dis Treat. 2018;14:3193-3197. doi:10.2147/NDT.S184260

  43. Bjelland I, Dahl AA, Haug TT, Neckelmann D. The validity of the Hospital Anxiety and Depression Scale: an updated literature review. J Psychosom Res. 2002;52(2):69-77. doi:10.1016/s0022-3999(01)00296-3

  44. Watson D, Clark LA, Tellegen A. Development and validation of brief measures of positive and negative affect: the PANAS scales. J Pers Soc Psychol. 1988;54(6):1063-1070. doi:10.1037//0022-3514.54.6.1063

  45. Gámez W, Chmielewski M, Kotov R, Ruggero C, Suzuki N, Watson D. The brief experiential avoidance questionnaire: development and initial validation. Psychol Assess. 2014;26(1):35-45. doi:10.1037/a0034473

  46. Fisk JD, Ritvo PG, Ross L, Haase DA, Marrie TJ, Schlech WF. Measuring the functional impact of fatigue: initial validation of the Fatigue Impact Scale. Clin Infect Dis. 1994;18(suppl 1):S79-S83. doi:10.1093/clinids/18.supplement_1.s79

  47. Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28(2):193-213. doi:10.1016/0165-1781(89)90047-4

  48. Ritvo P, Fischer J, Miller D, Andrews H, Paty DW, La Rocca NG. Multiple Sclerosis Quality of Life Inventory: A User’s Manual. National Multiple Sclerosis Society; 1997.

  49. Amtmann D, Bamer AM, Cook KF, Askew RL, Noonan VK, Brockway JA. University of Washington Self-Efficacy Scale: a new self-efficacy scale for people with disabilities. Arch Phys Med Rehabil. 2012;93(10):1757-1765. doi:10.1016/j.apMr.2012.05.001

  50. Carver CS, Scheier MF, Weintraub JK. Assessing coping strategies: a theoretically based approach. J Pers Soc Psychol. 1989;56(2):267-283. doi:10.1037//0022-3514.56.2.267

  51. Pakenham KI, Cox S. Development of the benefit finding in multiple sclerosis (MS) caregiving scale: a longitudinal study of relations between benefit finding and adjustment. Br J Health Psychol. 2008;13(pt 4):583-602. doi:10.1348/135910707X250848

  52. Amtmann D, Bamer AM, Bocell FD, et al. University of Washington Resilience Scale – User Guide. University of Washington Center on Outcomes Research in Rehabilitation. Updated December 11, 2018. Accessed July 18, 2024. https://uwcorr.washington.edu/measures/uw-resil-userguide.pdf

  53. Ryff CD, Keyes CL. The structure of psychological well-being revisited. J Pers Soc Psychol. 1995;69(4):719-727. doi:10.1037//0022-3514.69.4.719

  54. Diener E, Emmons RA, Larsen RJ, Griffin S. The Satisfaction With Life Scale. J Pers Assess. 1985;49(1):71-75. doi:10.1207/s15327752jpa4901_13

  55. Diener E, Wirtz D, Tov W, et al. New well-being measures: short scales to assess flourishing and positive and negative feelings. Soc Indic Res. 2010;97(2):143-156. doi:10.1007/s11205-009-9493-y

  56. Chang JHC, Bethoux F, Plow MA. Subjective well-being, positive affect, life satisfaction, and happiness with multiple sclerosis: a scoping review of the literature. Rehabil Nurs. 2024;49(5):156-168. doi:10.1097/RNJ.0000000000000474

  57. Cohen J. Statistical Power Analysis for the Behavioral Sciences. Routledge; 2013.

  58. Hair JF, Black WC, Babin BJ, Anderson RE. Multivariate Data Analysis. 7th ed. Pearson Education; 2014.

  59. DeLuca J. Fatigue: its definition, its study, and its future. In: DeLuca J, ed. Fatigue as a Window to the Brain. MIT Press; 2005.

  60. Knowles LM, Arewasikporn A, Kratz AL, Turner AP, Alschuler KN, Ehde DM. Early treatment improvements in depression are associated with overall improvements in fatigue impact and pain interference in adults with multiple sclerosis. Ann Behav Med. 2021;55(9):833-843. doi:10.1093/abm/kaaa102

  61. Thomas PW, Thomas S, Kersten P, et al. One year follow-up of a pragmatic multi-centre randomised controlled trial of a group-based fatigue management programme (FACETS) for people with multiple sclerosis. BMC Neurol. 2014;14:109. doi:10.1186/1471-2377-14-109

  62. Turner AP, Knowles LM. Behavioral interventions in multiple sclerosis. Fed Pract. 2020;37(suppl 1):S31-S35.

  63. Henry A, Tourbah A, Camus G, et al. Anxiety and depression in patients with multiple sclerosis: the mediating effects of perceived social support. Mult Scler Relat Disord. 2019;27:46-51. doi:10.1016/j.msard.2018.09.039

  64. Bambara JK, Turner AP, Williams RM, Haselkorn JK. Perceived social support and depression among veterans with multiple sclerosis. Disabil Rehabil. 2011;33(1):1-8. doi:10.3109/09638288.2010.481026

  65. Hart SL, Vella L, Mohr DC. Relationships among depressive symptoms, benefit-finding, optimism, and positive affect in multiple sclerosis patients after psychotherapy for depression. Health Psychol. 2008;27(2):230-238. doi:10.1037/0278-6133.27.2.230

  66. Hayes-Skelton SA, Eustis EH. Experiential avoidance. In: Abramowitz JS, Blakey SM, eds. Clinical Handbook of Fear and Anxiety: Maintenance Processes and Treatment Mechanisms. American Psychological Association; 2020:115-131.

  67. Cuerda-Ballester M, Sancho-Cantus D, Martínez-Rubio D, Proaño-Olmos B, García-Pardo MP, de la Rubia Ortí JE. Relationship between experiential avoidance and emotional disturbances in coping with disease in patients with multiple sclerosis. Behav Sci (Basel). 2024;14(10):930. doi:10.3390/bs14100930

  68. Thompson-Brenner H, Singh S, Gardner T, et al. The Renfrew Unified Treatment for Eating Disorders and Comorbidity: long-term effects of an evidence-based practice implementation in residential treatment. Front Psychiatry. 2021;12:641601. doi:10.3389/fpsyt.2021.641601

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