Comorbidity Disparities in Multiple Sclerosis

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Comorbidity Disparities in Multiple Sclerosis
IS MS UNDERSERVED?
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Comorbidity Disparities in
Multiple Sclerosis
Comorbid diseases that are often more prevalent in underserved groups have
large effects on multiple sclerosis prognosis.
By Kathryn C. Fitzgerald, ScD; Daniela Pimentel Maldonado, MD; and
Ellen M. Mowry, MD, MCR

                               Comorbidity is emerging as a         primarily).5 It is important to note that people with MS who
                               relevant component of clinical       develop vascular comorbidities tend to have worse MS out-
                               care in people with multiple         comes (eg, increased risk of ambulatory disability lower brain
                               sclerosis (MS). Comorbidities        and gray matter volumes).6,7
                               are disorders coexisting with           Studies of CVD in people with MS have largely focused
                               a given disease that are not         on people living in Europe and Canada. Very little is known
                 downstream complications of the primary            about CVD among traditionally underserved or underrep-
                 disease. Both MS risk and prognosis are het-       resented groups of people with MS, although it is known
                 erogeneous, and recent research has high-          that social determinants of health, including Black and
                 lighted the role of comorbidities as a potential   Hispanic/Latinx identity and low socioeconomic status
                 contributor to the observed differences in         (SES), are strong risk factors for CVD in the general popula-
                 outcomes. In addition, social determinants         tion7; whether this confers additional comorbidity risk in
of health, including socioeconomic status, environmental            people with MS or increases MS disease burden is unclear.
factors, racial and ethnic identity, and the interplay among        A cross-sectional registry study of North American residents
these factors may also contribute to the link between MS            with MS suggests indicators of low SES are associated with
and comorbid conditions, although data are limited.1                increased prevalence of vascular and related comorbidities
                                                                    (eg, hypertension and hypercholesterolemia).8 It has been
Cardiovascular Comorbidities                                        suggested that higher rates of CVD may be a contributing
   Vascular and related comorbidities are overrepresented in        cause to the earlier mortality seen in Black and Hispanic/
people with MS,2 including hypertension, ischemic heart dis-        Latinx individuals with MS.9 Some data suggest that MS in
ease, and, possibly, heart failure, venous thromboembolism,         individuals with low SES may have worse disease outcomes
and atrial fibrillation. These findings are largely derived from    and higher risk of new-onset comorbidity7-10; however, large-
population-based registry studies conducted in Scandinavian         scale, prospective studies are lacking.
countries and Canada. A study including all Danish-born cit-
izens with MS between 1980 and 2005 showed people with              Metabolic Comorbidities
MS had nearly twice the risk for cerebrovascular disease and           Similar to CVD comorbidity, closely related metabolic
cardiovascular disease (CVD) as people of the same sex, age,        comorbidities including obesity, diabetes, insulin resistance,
and region of residence without MS.2 Similar population-            and dyslipidemia are also overrepresented in people with
level registries in Canada, Sweden, and England also show a         MS. Excess adiposity has been consistently identified as a
higher CVD risk in people with MS.3-5 In the Swedish registry,      risk factor for MS. Some prospective studies show obesity as
people with MS also had increased risk of deep vein throm-          a risk factor for faster rates of neurodegeneration in people
bosis (DVT), particularly among those with primary progres-         with MS.10 Prevalence estimates of dyslipidemia in people
sive MS who had a 3 times higher risk of DVT. In the study          with MS are also generally high (12%-30%).11 Early studies
from England, lower mortality rates were seen in people             also suggest higher prevalence in people with vs without MS
with MS who were using lipid-lowering medications (statins          for impaired fasting glucose (40% vs 21%) and insulin (17%

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Comorbidity Disparities in Multiple Sclerosis
IS MS UNDERSERVED?

   vs 2%) levels.12,13 A variety of biologic mediators (eg, leptin,    underlying biologic factors. The prevalence of various cancer
   adiponectin) are involved in the regulation of immunity             risk factors (eg, smoking and obesity) also differs widely with
   and inflammation and influenced by immune activity. This            social determinants of health, including education level as
   potential link between metabolism and autoimmunity has              well as racial and ethnic identity. As discussed, many of these
   also motivated studies describing anti-inflammatory effects         risk factors may also contribute to worse disease outcomes in
   of several antidiabetic medications (eg, metformin, piogli-         people with MS. Data on cancer incidence and survival rates
   tazone) with respect to MS outcomes and biomarkers of               in people with MS are very limited and needed, especially
   inflammation.14 These observations also suggest the relative        because underserved groups tend to have more severe MS
   importance of optimal metabolic comorbidity management              and so may also be exposed to stronger disease-modifying
   as it relates to MS outcomes specifically.                          therapies (DMTs) that may confer higher risk of malignancy.
      As with CVD comorbidity, social determinants of health
   influence the prevalence of common metabolic disorders              Comorbid Depression
   amongst the general population, and rates of obesity are               Depression is among the most common mental health
   higher in Black and Hispanic/Latinx women compared with             comorbidities in MS, with an estimated prevalence of
   white women (>50% vs 38%).15 Diabetes prevalence is also            approximately 50% compared with 16.2% in the general
   higher in Hispanic/Latinx individuals, and health care dispari-     population.25-27 Depression in MS is associated with lower
   ties for glycemic control among diabetics also exist in relation    quality of life, increased hospitalizations, and increased levels
   to racial and ethnic identities.16 Data are limited regarding       of fatigue, pain, and cognitive disturbances. Treating depres-
   risk or prognosis of MS with respect to metabolic comorbidi-        sion in MS may improve adherence to DMTs.25 Symptoms
   ties or whether more optimal metabolic comorbidity man-             of depression are also associated with worse walking speed,
   agement would translate to improved MS outcomes.                    manual dexterity, and information processing speed in MS,
                                                                       with varied associations amongst different age groups.26
   Comorbid Cancer                                                     Interestingly, depression in MS seems to be more chronic
      A comprehensive review suggests people with MS may               than in the general population, regardless of psychiatric
   have a higher risk of meningioma and urinary system can-            treatment initiation or discontinuation, which may suggest
   cers and a lower risk of pancreatic, ovarian, prostate, and         a different pathophysiology.27 The Hospital Anxiety and
   testicular cancers, although results of individual studies          Depression Scale (HADS)-Depression and the Patient Health
   yield inconsistent data.17 Nationwide cohort studies from           Questionnaire-9 item (PHQ-9) are reliable scales for depres-
   Denmark showed similar incidence of cancer from 1980 to             sion screening in people withMS.28
   2005 in those with MS and the general population.18 In con-            In randomized placebo-controlled trials, paroxetine and
   trast, cohort studies in Norway suggested that people with          desipramine were studied for depression treatment in
   MS had higher incidence of respiratory, urinary, and central        people with MS with modest effects and limiting side effects
   nervous system (CNS) cancers between 1930 and 1979.19 A             seen.29 Racial and ethnic identities of the participants in
   key consideration in studies of MS and cancer incidence is          these studies was unreported or not representative of the
   the dynamics of immunosuppressive or immunomodulatory               general population. Cognitive behavioral therapy (CBT) is
   medications, which may affect malignancy risk throughout            more effective than supportive-expressive group therapy,
   the time period studied. An Italian study found higher risk         although optimal duration is unclear.30,31 Sertraline is also
   of cancer among people with MS treated with the immuno-             more effective in treating major depressive disorder in MS
   suppressants azathioprine, methotrexate, or cyclophospha-           compared with supportive-expressive group therapy.31 Some
   mide compared with those treated with interferon-b or glat-         evidence suggests a 16-week telephone-based psychotherapy
   iramer acetate, and cancer incidence appeared dependent             intervention improves symptoms of depression in persons
   on length of treatment.20 A study from Sweden suggested             with MS; however, participants in studies of that interven-
   that cancer risk might be higher in individuals with MS             tion were mostly white or did not have racial and ethnic
   treated with fingolimod, but not natalizumab or rituximab.21        identity reported.32 A 2014 American Academy of Neurology
      Disparities in cancer incidence and survival also exist for      (AAN) guideline recommended the 16-week phone-based
   underserved and underrepresented groups, with Black women           psychotherapy intervention but found there was insuf-
   having a higher risk for invasive breast cancer and worse over-     ficient evidence to support or refute the use of sertraline,
   all survival, and Black men having higher risk of prostate can-     desipramine, paroxetine, individual in-person CBT, individual
   cer.22,23 Among Hispanic/Latinx people, there is a higher likeli-   in-person CBT plus relaxation training, or CBT-based group
   hood of more advanced cancer at diagnosis and higher cancer         therapy for the treatment of depressive symptoms in MS.32
   mortality rates.24 Contributing causes are likely multifactorial       Psychiatric comorbidities are also disproportionately
   and possibly related to inequity in access to care, screening, or   higher in Black and Hispanic/Latinx people with MS, with

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higher depression scores and more self-reported depression              and limited social support.43 Anxiety in MS is associated with
and anxiety in those age 18 to 29 years and increased sever-            higher levels of disability, cognitive dysfunction, and lower
ity of depressive symptoms after age 60.26,33 Self-reported             quality of life.44
levels of anxiety and depression are also worse in disabled                A new diagnosis of MS triggers symptoms of anxiety in
or unemployed Black individuals with MS, whereas higher                 some, which might then decrease over time after diagnosis.42
education levels in this group correlate with lower levels              MS might also increase anxiety at the workplace because of
of depression.34 In contrast, in the general population, few            the constant effort by some to conceal their illness or a need
differences among groups identified by racial or ethnic iden-           to decrease workload or overcompensate at work.45 The effect
tity are seen in the prevalence of depressive disorders after           of the illness on close relationships with family and friends,
gender, income, and socioeconomic status are taken into                 with loss of independence being an important factor, is also
consideration.35,36 The prevalence of depression in individu-           source of anxiety for people with MS. With better social sup-
als who self-identified as having Asian ethnicities has been            port, people with MS feel less of a burden on others and are
estimated at 6.9% to 9.1%, which is lower than that of whites           able to develop better coping skills.45 Symptoms of anxiety in
who are not Hispanic/Latinx. People with Asian identities,              MS include avoidance and emotion-focused coping, smok-
however, receive treatment for depression less frequently               ing, excessive drinking, depressed mood, low optimism, low
that is often of lower quality, and there are substantial varia-        self-efficacy, high levels of stress, low perception of cognitive
tions between the many groups within the construct of                   ability, negative thoughts, high perception of risk, fatigue, and
Asian ethnicity (eg, Chinese, Japanese, or Pilipino) as well as         pain. Providing information regarding MS to increase disease-
within those groups (eg, sex or age).37 Great diversity also            related knowledge decreases anxiety levels in MS.42
exists within the construct of people identified as having                 Despite high prevalence, anxiety in MS frequently goes
Hispanic/Latinx identity,35 who are more likely to see prima-           untreated. In order to address anxiety disorders in MS,
ry care providers for depression treatment compared with                early recognition remains key. The HADS-Anxiety and the
white people, who are more likely to seek care from mental              Generalized Anxiety Disorder 7-item (GAD-7) scales are
health specialists. In addition, limited English proficiency and        reliable and valid measures that can be used to screen for
inadequate health literacy among many underserved groups                anxiety disorders during clinical encounters with people
may limit access to and quality of care.38,39                           with MS.28,45 An AAN guideline from 2014 determined
   Successful depression treatment requires effective recogni-          there is currently not enough evidence to support or refute
tion and treatment, which in turn depends on understanding              efficacy of individual in-person CBT plus relaxation training,
of the cultural and socioeconomic realities of every patient.25         group relaxation and imagery, or CBT-based group therapy
People in underserved groups favor use of counseling to treat           for anxiety in people with MS. Further rigorous and inclusive
depression and may be more likely to consider antidepres-               research with randomized controlled trials on the efficacy of
sants to be addictive.26 Telecounseling has been shown to               both psychologic and pharmacologic interventions to treat
have short-term medium-to-large effects in the treatment of             anxiety in MS are needed.46
depression in underrepresented communities and is being                    Disparities in rates of anxiety in people with MS who have
studied as a potential tool to reduce mental health inequali-           differing social determinants of health have been identi-
ties by eliminating the need for transportation; however,               fied, although evidence is scant. Black individuals with MS
additional rigorous research of long-term effects is needed.            have higher rates of anxiety compared with white individu-
Potential feelings of isolation and different views on appro-           als, and self-reported anxiety is higher in those with either
priateness of style and content also need to be considered              disabled or unemployed status.33,34 Hispanic/Latinx people
when recommending computerized therapies.25 In addition,                with MS have higher rates of self-reported anxiety as well.34
culturally appropriate, guideline-driven treatment of depres-           Paroxetine has been studied in underserved communities for
sion and anxiety has proven to be effective for people from             the treatment of mood and anxiety disorders, and treatment
different cultural backgrounds in the US.40                             response differed among groups, highlighting the impor-
                                                                        tance of considering population heterogeneity when design-
Comorbid Anxiety                                                        ing clinical trials.46 Development of interventions that might
  The prevalence of anxiety in persons with MS has been                 target comorbid depression and anxiety, such as broad-
estimated to be between 15.8% and 57%, which is higher                  spectrum transdiagnostic CBT, is also worthwhile to study
than the 0.8% to 6.4% observed in the general population.41,42          in diverse MS populations.34 Interventions focused on self-
Anxiety in MS has been linked to the unpredictable course               efficacy by the use of social modeling and its effectiveness in
and effects of the disease on daily life. It is also linked with life   reducing threats to identity, improving social functioning,
experiences and factors inherent to personality. Risk factors           and reducing feelings of loneliness are other potential areas
for anxiety in MS include female sex, comorbid depression,              of research in MS and anxiety.44

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IS MS UNDERSERVED?

                                                                                                                                    28. Marrie RA, Zhang L, Lix LM, et al. The validity and reliability of screening measures for depression and anxiety disorders
   Conclusion                                                                                                                         in multiple sclerosis. Mult Scler Relat Disord. 2018;20:9-15.
      Comorbidities are common in people with MS and may                                                                            29. Koch MW, Glazenborg A, Uyttenboogaart M, Mostert J, De Keyser J. Pharmacologic treatment of depression in multiple
                                                                                                                                      sclerosis. Cochrane Database Syst Rev. 2011;(2):CD007295. doi: 10.1002/14651858.CD007295.pub2
   affect both the risk and the prognosis of the disease. Many                                                                      30. Hind D, Cotter J, Thake A, et al. Cognitive behavioural therapy for the treatment of depression in people with multiple
   of these comorbidities may be more common in Black and                                                                               sclerosis: a systematic review and meta-analysis. BMC Psychiatry. 2014;14:5.
                                                                                                                                    31. Mohr DC, Boudewyn AC, Goodkin DE, Bostrom A, Epstein L. Comparative outcomes for individual cognitive-behavior
   Hispanic/Latinx individuals with MS, as well as other under-                                                                         therapy, supportive-expressive group psychotherapy, and sertraline for the treatment of depression in multiple
   served or underrepresented groups. In general, how such                                                                              sclerosis. J Consult Clin Psychol. 2001;69(6):942-949.
                                                                                                                                    32. Minden SL, Feinstein A, Kalb RC, et al. Evidence-based guideline: assessment and management of psychiatric disorders
   comorbidities relate to outcomes of MS in these groups has                                                                           in individuals with MS: report of the Guideline Development Subcommittee of the American Academy of Neurology.
   not been studied. Further, specific strategies to treat and                                                                          Neurology. 2014;82(2):174-181.
                                                                                                                                    33. Eusebio J, Ionete C, Hemond C, Morales IB, Umeton R, Pimentel D. Psychiatric comorbidities in multiple sclerosis
   minimize the effect of these comorbidities in underserved                                                                            among different racial and ethnic groups: a nationwide survey. Neurology. 2020; 94 (S15):2122.
   individuals with MS have not been investigated. Greater                                                                          34. Wang Y, Tian F, Fitzgerald KC, et al. Socioeconomic status and race are correlated with affective symptoms in multiple
                                                                                                                                        sclerosis. Mult Scler Relat Disord. 2020;41:102010.
   commitment is needed to ensure studies of comorbidities in                                                                       35. Brown C, Abe-Kim JS, Barrio, C. Depression in ethnically diverse women: Implications for treatment in primary care
   MS include representative populations and to focus on suc-                                                                           settings. Professional Psychology: Research and Practice. 2003;34(1):10-19.
                                                                                                                                    36. Menselson T, Rehkopf DH, Kubzansky LD. Depression among Latinos in the United States: a meta-analytic review. J
   cessful treatment thereof in these populations. n                                                                                    Consult Clin Psychol. 2008;76(3):355-366.
                                                                                                                                    37. Kalibatseva Z, Leong FTL. Depression among Asian Americans: review and recommendations. Depression Research and
   1. Marrie RA, Fisk J, Tremlett H, et al. Differing trends in the incidence of vascular comorbidity in MS and the general             Treatment. 2011; 320902. doi: 10.1155/2011/320902
      population. Neurol Clin Pract. 2016;6(2):120-128.                                                                             38. Lewis-Fernández R, Das AK, Alfonso C, Weissman MM, Olfson M. Depression in US Hispanics: diagnostic and manage-
   2. Thormann A, Magyari M, Koch-Henriksen N, Laursen B, Sørensen PS. Vascular comorbidities in multiple sclerosis: a                  ment considerations in family practice. J Am Board Fam Pract. 2005;18(4):282-296.
      nationwide study from Denmark. J Neurol. 2016;263(12):2484-2493.                                                              39. Alegría M, Chatterji P, Wells K, et al. Disparity in depression treatment among racial and ethnic minority populations in
   3. Roshanisefat H, Bahmanyar S, Hillert J, Olsson T, Montgomery S. All-cause mortality following a cancer diagnosis                  the United States. Psychiatr Serv. 2008;59(11):1264-1272.
      amongst multiple sclerosis patients: a Swedish population-based cohort study. Eur J Neurol. 2015;22(7):1074-1080.             40. Ehde DM, Kraft GH, Chwastiak L, et al. Efficacy of paroxetine in treating major depressive disorder in persons with
   4. Palladino R, Marrie RA, Majeed A, Chataway J. Evaluating the Risk of Macrovascular Events and Mortality Among People              multiple sclerosis. Gen Hosp Psychiatry. 2008;30(1):40-48.
      With Multiple Sclerosis in England. JAMA Neurol. 2020;77(7):820-828..                                                         41. Boeschoten RE, Braamse AMJ, Beekman ATF, et al. Prevalence of depression and anxiety in Multiple Sclerosis: A
   5. Marrie RA, Rudick R, Horwitz R, et al. Vascular comorbidity is associated with more rapid disability progression in               systematic review and meta-analysis. J Neurol Sci. 2017;372:331-341.
      multiple sclerosis. Neurology. 2010;74(13):1041-1047.                                                                         42. Butler E, Matcham F, Chalder T. A systematic review of anxiety amongst people with Multiple Sclerosis. Mult Scler Relat
   6. Fitzgerald KC, Damian A, Conway D, Mowry EM. Vascular comorbidity is associated with lower brain volumes and                      Disord. 2016;10:145-168.
      lower neuroperformance in a large multiple sclerosis cohort [published online ahead of print, 2021 Jan 8]. Mult Scler.        43. Korostil M, Feinstein A. Anxiety disorders and their clinical correlates in multiple sclerosis patients. Mult Scler.
      2021;1352458520984746. doi:10.1177/1352458520984746                                                                               2007;13(1):67-72.
   7. Stringhini S, Carmeli C, Jokela M, et al. Socioeconomic status and the 25 × 25 risk factors as determinants of premature      44. Butler E, Thomas R, Carolan A, Silber E, Chalder T. ‘It’s the unknown’ - understanding anxiety: from the perspective of
      mortality: a multicohort study and meta-analysis of 1·7 million men and women [published correction appears in                    people with multiple sclerosis. Psychol Health. 2019;34(3):368-383.
      Lancet. 2017 Mar 25;389(10075):1194] . Lancet. 2017;389(10075):1229-1237. doi:10.1016/S0140-6736(16)32380-7                   45. Terrill AL, Hartoonian N, Beier M, Salem R, Alschuler K. The 7-item generalized anxiety disorder scale as a tool for
   8. Marrie R, Horwitz R, Cutter G, Tyry T, Campagnolo D, Vollmer T. Comorbidity, socioeconomic status and multiple                    measuring generalized anxiety in multiple sclerosis. Int J MS Care. 2015;17(2):49-56.
      sclerosis. Mult Scler. 2008;14(8):1091-1098.                                                                                  46. Fiest KM, Walker JR, Bernstein CN, et al. Systematic review and meta-analysis of interventions for depression and
   9. Amezcua L, Rivas E, Joseph S, Zhang J, Liu L. Multiple sclerosis mortality by race/ethnicity, age, sex, and time period in        anxiety in persons with multiple sclerosis. Mult Scler Relat Disord. 2016;5:12-26.
      the United States, 1999-2015. Neuroepidemiology. 2018;50(1-2):35-40.
   10. Mowry EM, Azevedo CJ, McCulloch CE, et al. Body mass index, but not vitamin D status, is associated with brain
      volume change in MS. Neurology. 2018;91(24):e2256-e2264.
   11. Marrie RA, Yu BN, Leung S, et al. Rising prevalence of vascular comorbidities in multiple sclerosis: validation of
                                                                                                                                        Kathryn C. Fitzgerald, ScD
      administrative definitions for diabetes, hypertension, and hyperlipidemia. Mult Scler. 2012;18(9):1310-1319.                      Department of Neurology
   12. Oliveira SR, Simão AN, Kallaur AP, et al. Disability in patients with multiple sclerosis: influence of insulin resistance,       Johns Hopkins School of Medicine
      adiposity, and oxidative stress. Nutrition. 2014;30(3):268-273.
   13. Wens I, Dalgas U, Deckx N, Cools N, Eijnde BO. Does multiple sclerosis affect glucose tolerance?. Mult Scler.                    Department of Epidemiology
      2014;20(9):1273-1276.                                                                                                             Johns Hopkins Bloomberg School of Public Health
   14. Negrotto L, Farez MF, Correale J. Immunologic effects of metformin and pioglitazone treatment on metabolic
      syndrome and multiple sclerosis. JAMA Neurol. 2016;73(5):520-528.                                                                 Baltimore, MD
   15. Petersen R, Pan L, Blanck HM. Racial and ethnic disparities in adult obesity in the United States: CDC’s tracking to
      inform state and local action. Prev Chronic Dis. 2019;16:E46.
   16. McWilliams JM, Meara E, Zaslavsky AM, Ayanian JZ. Differences in control of cardiovascular disease and diabetes                  Daniela Pimentel Maldonado, MD
      by race, ethnicity, and education: U.S. trends from 1999 to 2006 and effects of medicare coverage. Ann Intern Med.                Department of Neurology
      2009;150(8):505-515.
   17. Marrie RA, Reider N, Cohen J, et al. A systematic review of the incidence and prevalence of cancer in multiple sclerosis.
                                                                                                                                        Johns Hopkins School of Medicine
      Mult Scler. 2015;21(3):294-304.                                                                                                   Baltimore, MD
   18. Nørgaard M, Veres K, Didden EM, Wormser D, Magyari M. Multiple sclerosis and cancer incidence: A Danish nation-
      wide cohort study. Mult Scler Relat Disord. 2019;28:81-85.
   19. Grytten N, Myhr KM, Celius EG, et al. Risk of cancer among multiple sclerosis patients, siblings, and population                 Ellen M. Mowry, MD, MCR
      controls: A prospective cohort study. Mult Scler. 2020;26(12):1569-1580.                                                          Department of Neurology
   20. Ragonese P, Aridon P, Vazzoler G, et al. Association between multiple sclerosis, cancer risk, and immunosuppressant
      treatment: a cohort study. BMC Neurol. 2017;17(1):155.                                                                            Johns Hopkins School of Medicine
   21. Alping P, Askling J, Burman J, et al. Cancer risk for fingolimod, natalizumab, and rituximab in multiple sclerosis               Department of Epidemiology
      patients. Ann Neurol. 2020;87(5):688-699.
   22. Shoemaker ML, White MC, Wu M, Weir HK, Romieu I. Differences in breast cancer incidence among young women                        Johns Hopkins Bloomberg School of Public Health
      aged 20-49 years by stage and tumor characteristics, age, race, and ethnicity, 2004-2013. Breast Cancer Res Treat.                Baltimore, MD
      2018;169(3):595-606.
   23. Rebbeck TR. Prostate cancer disparities by race and ethnicity: From nucleotide to neighborhood. Cold Spring Harb
      Perspect Med. 2018 Sep 4;8(9):a030387.                                                                                            KCF and DPM contributed equally to this work
   24. Stern MC, Fejerman L, Das R, et al. Variability in cancer risk and outcomes within US Latinos by national origin and
      genetic ancestry. Curr Epidemiol Rep. 2016;3:181-190.
   25. Patten SB, Marrie RA, Carta MG. Depression in multiple sclerosis. Int Rev Psychiatry. 2017;29(5):463-472..                       Disclosures
   26. Chan CK, Tian F, Pimentel Maldonado D, Mowry EM, Fitzgerald KC. Depression in multiple sclerosis across the adult                KCF and DPM report no disclosures
      lifespan [published online ahead of print, 2020 Dec 14]. Mult Scler. 2020;1352458520979304.
   27. Koch MW, Patten S, Berzins S, Zhornitsky S, Greenfield J, Wall W, Metz LM. Depression in multiple sclerosis: a long-             EMM has disclosures at www.practicalneurology.com
      term longitudinal study. Mult Scler. 2015;21(1):76-82.

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