Risk of Psychiatric Disorders in Multiple Sclerosis: A Nationwide Cohort Study in an Asian Population

References

• Thompson AJ, Baranzini SE, Geurts J, Hemmer B, Ciccarelli O. Multiple sclerosis. Lancet. 2018;391(10130):1622–1636. doi:10.1016/S0140-6736(18)30481-129576504
   PubMed Web of Science ®Google Scholar
• Moore F, Vickrey B, Fortin K, Lee L. Two multiple sclerosis quality-of-life measures: comparison in a national sample. Can J Neurol Sci. 2015;42(1):55–63. doi:10.1017/cjn.2014.12825586701
   PubMed Web of Science ®Google Scholar
• Filippi M, Preziosa P, Rocca MA. Brain mapping in multiple sclerosis: lessons learned about the human brain. NeuroImage. 2017.
   Google Scholar
• Marrie RA, Walld R, Bolton JM, et al. Increased incidence of psychiatric disorders in immune-mediated inflammatory disease. J Psychosom Res. 2017;101:17–23. doi:10.1016/j.jpsychores.2017.07.01528867419
   PubMed Web of Science ®Google Scholar
• Tzeng NS, Chang HA, Chung CH, et al. Risk of psychiatric disorders in Guillain-Barre syndrome: a nationwide, population-based, cohort study. J Neurol Sci. 2017;381:88–94. doi:10.1016/j.jns.2017.08.02228991722
   PubMed Web of Science ®Google Scholar
• Tzeng NS, Chung CH, Liu FC, et al. Fibromyalgia and risk of dementia-A Nationwide, Population-Based, Cohort Study. Am J Med Sci. 2018;355(2):153–161. doi:10.1016/j.amjms.2017.09.00229406043
   PubMed Web of Science ®Google Scholar
• Tzeng NS, Chang HA, Chung CH, et al. Increased risk of psychiatric disorders in allergic diseases: a Nationwide, Population-Based, Cohort Study. Front Psychiatry. 2018;9:133. doi:10.3389/fpsyt.2018.0013329740354
   PubMed Web of Science ®Google Scholar
• Tzeng NS, Chung CH, Yeh CB, et al. Are chronic periodontitis and gingivitis associated with dementia? A Nationwide, Retrospective, Matched-Cohort Study in Taiwan. Neuroepidemiology. 2016;47(2):82–93. doi:10.1159/00044916627618156
   PubMed Web of Science ®Google Scholar
• Chen CK, Wu YT, Chang YC. Association between chronic periodontitis and the risk of Alzheimer’s disease: a retrospective, population-based, matched-cohort study. Alzheimer’s Res Ther. 2017;9(1):56. doi:10.1186/s13195-017-0282-628784164
   PubMed Web of Science ®Google Scholar
• Lee YL, Hu HY, Huang LY, Chou P, Chu D. Periodontal disease associated with higher risk of dementia: population-Based Cohort Study in Taiwan. J Am Geriatr Soc. 2017;65(9):1975–1980. doi:10.1111/jgs.1494428598507
   PubMed Web of Science ®Google Scholar
• Lee YT, Lee HC, Hu CJ, et al. Periodontitis as a Modifiable risk factor for dementia: a Nationwide Population-Based Cohort Study. J Am Geriatr Soc. 2017;65(2):301–305. doi:10.1111/jgs.1444927685603
   PubMed Web of Science ®Google Scholar
• Sgambato D, Miranda A, Ranaldo R, Federico A, Romano M. The role of stress in inflammatory bowel diseases. Curr Pharm Des. 2017;23(27). doi:10.2174/1381612823666170228123357
   Web of Science ®Google Scholar
• Marrie RA, Reingold S, Cohen J, et al. The incidence and prevalence of psychiatric disorders in multiple sclerosis: a systematic review. Mult Scler J. 2015;21(3):305–317. doi:10.1177/1352458514564487
   PubMed Web of Science ®Google Scholar
• Marrie RA, Reider N, Cohen J, et al. A systematic review of the incidence and prevalence of sleep disorders and seizure disorders in multiple sclerosis. Mult Scler J. 2015;21(3):342–349. doi:10.1177/1352458514564486
   PubMed Web of Science ®Google Scholar
• Tsai CP, Yuan CL, Yu HY, Chen C, Guo YC, Shan DE. Multiple sclerosis in Taiwan. J Chin Med Assoc. 2004;67(10):500–505.15648284
   PubMedGoogle Scholar
• Lai CH, Tseng HF. Population-based epidemiological study of neurological diseases in Taiwan: I. Creutzfeldt-Jakob disease and multiple sclerosis. Neuroepidemiology. 2009;33(3):247–253. doi:10.1159/00022977919641330
   PubMed Web of Science ®Google Scholar
• Cheong WL, Mohan D, Warren N, Reidpath DD. Multiple sclerosis in the Asia Pacific region: a systematic review of a neglected neurological disease. Front Neurol. 2018;9:432. doi:10.3389/fneur.2018.0043229937752
   PubMed Web of Science ®Google Scholar
• Wallin MT, Culpepper WJ, Campbell JD, et al. The prevalence of MS in the United States: A population-based estimate using health claims data. Neurology. 2019;92(10):e1029–e1040. doi:10.1212/WNL.000000000000703530770430
   PubMed Web of Science ®Google Scholar
• Dilokthornsakul P, Valuck RJ, Nair KV, Corboy JR, Allen RR, Campbell JD. Multiple sclerosis prevalence in the United States commercially insured population. Neurology. 2016;86(11):1014–1021. doi:10.1212/WNL.000000000000246926888980
   PubMed Web of Science ®Google Scholar
• Marrie RA, Cohen J, Stuve O, et al. A systematic review of the incidence and prevalence of comorbidity in multiple sclerosis: overview. Mult Scler J. 2015;21(3):263–281. doi:10.1177/1352458514564491
   PubMed Web of Science ®Google Scholar
• Marrie RA, Fisk JD, Yu BN, et al. Mental comorbidity and multiple sclerosis: validating administrative data to support population-based surveillance. BMC Neurol. 2013;13:16. doi:10.1186/1471-2377-13-1623388102
   PubMed Web of Science ®Google Scholar
• Marrie RA, Miller A, Sormani MP, et al. Recommendations for observational studies of comorbidity in multiple sclerosis. Neurology. 2016;86(15):1446–1453. doi:10.1212/WNL.000000000000247426865523
   PubMed Web of Science ®Google Scholar
• Marrie RA, Walld R, Bolton JM, et al. Rising incidence of psychiatric disorders before diagnosis of immune-mediated inflammatory disease. Epidemiol Psychiatr Sci. 2017;1–10.
   Google Scholar
• Kang JH, Chen YH, Lin HC. Comorbidities amongst patients with multiple sclerosis: a population-based controlled study. Eur J Neurol. 2010;17(9):1215–1219. doi:10.1111/j.1468-1331.2010.02971.x20192982
   PubMed Web of Science ®Google Scholar
• Keller JJ, Liang YC, Lin HC. Association between multiple sclerosis and erectile dysfunction: a nationwide case-control study. J Sex Med. 2012;9(7):1753–1759. doi:10.1111/j.1743-6109.2012.02746.x22548978
   PubMed Web of Science ®Google Scholar
• Ho Chan WS. Taiwan’s healthcare report 2010. EPMA J. 2010;1(4):563–585. doi:10.1007/s13167-010-0056-823199110
   PubMedGoogle Scholar
• Hsieh C-Y, Su -C-C, Shao S-C, et al. Taiwan’s National Health Insurance Research Database: past and future. Clin Epidemiol. 2019;11:349–358. doi:10.2147/CLEP.S19629331118821
   PubMed Web of Science ®Google Scholar
• Chien WC, Chung CH, Lin FH, Chang HA, Kao YC, Tzeng NS. Is weight control surgery associated with increased risk of newly onset psychiatric disorders? A population-based, matched cohort study in Taiwan. J Med Sci. 2017;37(4):137–149. doi:10.4103/jmedsci.jmedsci_94_16
   Google Scholar
• Kao LC, Chien WC, Chung CH, et al. The newly diagnosed amnestic disorders and dementia: a Nationwide, Cohort Study in Taiwan. Taiwan J Psychiatry. 2018;32(1):18–28.
   Google Scholar
• Yang CC, Chien WC, Chung CH, et al. No association between human immunodeficiency virus infections and dementia: a Nationwide Cohort Study In Taiwan. Neuropsychiatr Dis Treat. 2019;15:3155–3166. doi:10.2147/NDT.S22558431814723
   PubMed Web of Science ®Google Scholar
• Chen TY, Huang CH, Chung CH, et al. Sex and age differences in the association between anxiety disorders and narcolepsy: A nationwide population-based case control study. J Affect Disord. 2020;264:130–137. doi:10.1016/j.jad.2019.12.01032056742
   PubMed Web of Science ®Google Scholar
• Lin YC, Chen TY, Chien WC, et al. Stimulants associated with reduced risk of hospitalization for motor vehicle accident injury in patients with obstructive sleep apnea-a nationwide cohort study. BMC Pulm Med. 2020;20(1). doi:10.1186/s12890-019-1041-1.
   Web of Science ®Google Scholar
• Liu YP, Chien WC, Chung CH, Chang HA, Kao YC, Tzeng NS. Are anticholinergic medications associated with increased risk of dementia and behavioral and psychological symptoms of dementia? A Nationwide 15-Year Follow-Up Cohort Study in Taiwan. Front Pharmacol. 2020;11.
   Web of Science ®Google Scholar
• Wan FJ, Chien WC, Chung CH, Yang YJ, Tzeng NS. Association between traumatic spinal cord injury and affective and other psychiatric disorders–A nationwide cohort study and effects of rehabilitation therapies. J Affect Disord. 2020;265:381–388. doi:10.1016/j.jad.2020.01.06332090763
   PubMed Web of Science ®Google Scholar
• Wang DS, Chung CH, Chang HA, et al. Association between child abuse exposure and the risk of psychiatric disorders: A nationwide cohort study in Taiwan. Child Abuse Negl. 2020;101:104362. doi:10.1016/j.chiabu.2020.10436231935531
   PubMed Web of Science ®Google Scholar
• Lin CH, Chien WC, Chung CH, et al. Increased risk of dementia in patients with genital warts: A nationwide cohort study in Taiwan. J Dermatol. 2020;47(5):503–511. doi:10.1111/1346-8138.1527732189395
   PubMed Web of Science ®Google Scholar
• Yeh TC, Chien WC, Chung CH, et al. Psychiatric disorders after traumatic brain injury: a Nationwide Population-Based Cohort Study and the effects of rehabilitation therapies. Arch Phys Med Rehabil. 2020;101(5):822–831. doi:10.1016/j.apmr.2019.12.00531917196
   PubMed Web of Science ®Google Scholar
• Tzeng NS, Hsu YH, Ho SY, et al. Is schizophrenia associated with an increased risk of chronic kidney disease? A nationwide matched-cohort study. BMJ Open. 2015;5(1):e006777. doi:10.1136/bmjopen-2014-006777
   PubMed Web of Science ®Google Scholar
• Chiou YE, Chien WC, Chung CH, et al. New users of herbal medicine containing aristolochic acids and the risk of dementia in the elderly: a Nationwide, Population-Based Study in Taiwan. Neuropsychiatr Dis Treat. 2020;16:1493–1504. doi:10.2147/NDT.S25065932606702
   PubMed Web of Science ®Google Scholar
• Tzeng NS, Chien WC, Chun CH, Chang HA, Kao YC, Liu YP. Association between amphetamine-related disorders and dementia-a Nationwide Cohort Study in Taiwan. Ann Clin Transl Neurol. 2020;7(8):1284–1295. doi:10.1002/acn3.5111332608133
   PubMed Web of Science ®Google Scholar
• McDonald WI, Compston A, Edan G, et al. Recommended diagnostic criteria for multiple sclerosis: guidelines from the International Panel on the diagnosis of multiple sclerosis. Ann Neurol. 2001;50(1):121–127. doi:10.1002/ana.103211456302
   PubMed Web of Science ®Google Scholar
• Polman CH, Reingold SC, Banwell B, et al. Diagnostic criteria for multiple sclerosis: 2010 revisions to the McDonald criteria. Ann Neurol. 2011;69(2):292–302. doi:10.1002/ana.2236621387374
   PubMed Web of Science ®Google Scholar
• Thompson AJ, Banwell BL, Barkhof F, et al. Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. Lancet Neurol. 2018;17(2):162–173. doi:10.1016/S1474-4422(17)30470-229275977
   PubMed Web of Science ®Google Scholar
• Ministry of Justice. National health insurance reimbursement regulations; 2019. Available from: https://law.moj.gov.tw/LawClass/LawAll.aspx?pcode=L0060035. Accessed 1218, 2019.
   Google Scholar
• Tseng CC, Chang SJ, Tsai WC, et al. Increased incidence of multiple sclerosis in systemic sclerosis: A nationwide cohort study. Prev Med. 2016;84:6–11. doi:10.1016/j.ypmed.2015.12.00626724518
   PubMed Web of Science ®Google Scholar
• Tseng CC, Chang SJ, Tsai WC, et al. Increased incidence of rheumatoid arthritis in multiple sclerosis: A nationwide cohort study. Medicine. 2016;95(26):e3999. doi:10.1097/MD.000000000000399927368008
   PubMed Web of Science ®Google Scholar
• National Health Insurance Adminitration. Data protection and regulations, in national health insurance research database. Available from: https://nhird.nhri.org.tw/en/Data_Protection.html. Accessed 12, 9, 2020.
   Google Scholar
• Chen YC, Yeh HY, Wu JC, Haschler I, Chen TJ, Wetter T. Taiwan’s National Health Insurance Research Database: administrative health care database as study object in bibliometrics. Scientometrics. 2010;86(2):365–380. doi:10.1007/s11192-010-0289-2
   Web of Science ®Google Scholar
• Hsiao FY, Yang CL, Huang YT, Huang WF. Using Taiwan’s national health insurance research databases for pharmacoepidemiology research. J Food Drug Anal. 2007;15:99–108.
   Web of Science ®Google Scholar
• Sung SF, Hsieh CY, Hu YH. Two decades of research using Taiwan’s national health insurance claims data: bibliometric and text mining analysis on pubmed. J Med Internet Res. 2020;22(6):e18457. doi:10.2196/1845732543443
   PubMed Web of Science ®Google Scholar
• National Cheng Kung University. Visualizing health data; 2020. Available from: https://visualizinghealthdata.idv.tw/?route=article/thesis. Accessed 129, 2020.
   Google Scholar
• Ramagopalan SV, Dobson R, Meier UC, Giovannoni G. Multiple sclerosis: risk factors, prodromes, and potential causal pathways. Lancet Neurol. 2010;9(7):727–739. doi:10.1016/S1474-4422(10)70094-620610348
   PubMed Web of Science ®Google Scholar
• Young CA. Factors predisposing to the development of multiple sclerosis. Qjm. 2011;104(5):383–386. doi:10.1093/qjmed/hcr01221382923
   PubMed Web of Science ®Google Scholar
• Wens I, Dalgas U, Stenager E, Eijnde BO. Risk factors related to cardiovascular diseases and the metabolic syndrome in multiple sclerosis - a systematic review. Mult Scler. 2013;19(12):1556–1564. doi:10.1177/135245851350425224048545
   PubMed Web of Science ®Google Scholar
• Belbasis L, Bellou V, Evangelou E, Ioannidis JP, Tzoulaki I. Environmental risk factors and multiple sclerosis: an umbrella review of systematic reviews and meta-analyses. Lancet Neurol. 2015;14(3):263–273. doi:10.1016/S1474-4422(14)70267-425662901
   PubMed Web of Science ®Google Scholar
• Hou WH, Li CY, Chang HH, Sun Y, Tsai CC. A population-based cohort study suggests an increased risk of multiple sclerosis incidence in patients with type 2 diabetes mellitus. J Epidemiol. 2017;27(5):235–241. doi:10.1016/j.je.2016.06.00628142047
   PubMed Web of Science ®Google Scholar
• American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders 4th Edition. 4 ed. USA: American Psychiatric Association; 1994.
   Google Scholar
• Stein DJ, Phillips KA, Bolton D, Fulford KW, Sadler JZ, Kendler KS. What is a mental/psychiatric disorder? From DSM-IV to DSM-V. Psychol Med. 2010;40(11):1759–1765. doi:10.1017/S003329170999226120624327
   PubMed Web of Science ®Google Scholar
• Fine JP, Gray RJ. A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc. 1999;94(446):496–509. doi:10.1080/01621459.1999.10474144
   Web of Science ®Google Scholar
• Marzona I, Baviera M, Vannini T, et al. Risk of dementia and death in patients with atrial fibrillation: A competing risk analysis of a population-based cohort. Int J Cardiol. 2016;220:440–444. doi:10.1016/j.ijcard.2016.06.23527394970
   PubMed Web of Science ®Google Scholar
• Degli Esposti L, Piccinni C, Sangiorgi D, et al. Changes in first-line injectable disease-modifying therapy for multiple sclerosis: predictors of non-adherence, switching, discontinuation, and interruption of drugs. Neurol Sci. 2017;38(4):589–594. doi:10.1007/s10072-016-2806-428078563
   PubMed Web of Science ®Google Scholar
• Duchovskiene N, Mickeviciene D, Jurkeviciene G, Dirziuviene B, Balnyte R. Factors associated with adherence to disease modifying therapy in multiple sclerosis: an observational survey from a referral center in Lithuania. Mult Scler Relat Disord. 2017;13:107–111. doi:10.1016/j.msard.2017.02.01628427690
   PubMed Web of Science ®Google Scholar
• Poder K, Ghatavi K, Fisk JD, et al. Social anxiety in a multiple sclerosis clinic population. Mult Scler J. 2009;15(3):393–398. doi:10.1177/1352458508099143
   Web of Science ®Google Scholar
• Wood B, van der Mei IA, Ponsonby AL, et al. Prevalence and concurrence of anxiety, depression and fatigue over time in multiple sclerosis. Mult Scler J. 2013;19(2):217–224. doi:10.1177/1352458512450351
   PubMed Web of Science ®Google Scholar
• 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.x18215155
   PubMed Web of Science ®Google Scholar
• Confavreux C, Compston A. The natural history of multiple sclerosis. In: Compston A, editor. McAlpine’s Multiple Sclerosis. 4th ed. London: Churchill Livingstone Elsevier; 2006:183–272.
   Google Scholar
• Prokopova B, Hlavacova N, Vlcek M, et al. Early cognitive impairment along with decreased stress-induced BDNF in male and female patients with newly diagnosed multiple sclerosis. J Neuroimmunol. 2017;302:34–40. doi:10.1016/j.jneuroim.2016.11.00727979325
   PubMed Web of Science ®Google Scholar
• Upton D, Taylor C. What are the support needs of men with multiple sclerosis, and are they being met? Int J MS Care. 2015;17(1):9–12. doi:10.7224/1537-2073.2013-04425741222
   PubMedGoogle Scholar
• Lynch L, Long M, Moorhead A. Young men, help-seeking, and mental health services: exploring barriers and solutions. Am J Mens Health. 2018;12(1):138–149. doi:10.1177/155798831561946927365212
   PubMed Web of Science ®Google Scholar
• Yousaf O, Grunfeld EA, Hunter MS. A systematic review of the factors associated with delays in medical and psychological help-seeking among men. Health Psychol Rev. 2015;9(2):264–276. doi:10.1080/17437199.2013.84095426209212
   PubMed Web of Science ®Google Scholar
• Cleary A. Help-seeking patterns and attitudes to treatment amongst men who attempted suicide. J Ment Health. 2017;26(3):220–224. doi:10.3109/09638237.2016.114980026942340
   PubMed Web of Science ®Google Scholar
• Bombardier CH, Blake KD, Ehde DM, Gibbons LE, Moore D, Kraft GH. Alcohol and drug abuse among persons with multiple sclerosis. Mult Scler J. 2004;10(1):35–40. doi:10.1191/1352458504ms989oa
   Web of Science ®Google Scholar
• Beier M, D’Orio V, Spat J, Shuman M, Foley FW. Alcohol and substance use in multiple sclerosis. J Neurol Sci. 2014;338(1–2):122–127. doi:10.1016/j.jns.2013.12.02924411661
   PubMed Web of Science ®Google Scholar
• Ying YH, Weng YC, Chang K. The impact of alcohol policies on alcohol-attributable diseases in Taiwan-A population-based study. Drug Alcohol Depend. 2017;180:103–112. doi:10.1016/j.drugalcdep.2017.06.04428888149
   PubMed Web of Science ®Google Scholar
• Tsai CP, Lee CT. Impact of disease-modifying therapies on the survival of patients with multiple sclerosis in Taiwan, 1997–2008. Clin Drug Investig. 2013;33(9):647–652. doi:10.1007/s40261-013-0108-7
   Web of Science ®Google Scholar
• Chung WS, Lin CL, Tsai TC, Hsu WH, Kao CH. Multiple sclerosis increases the risk of venous thromboembolism: a nationwide cohort analysis. Eur J Clin Invest. 2015;45(12):1228–1233. doi:10.1111/eci.1250226186501
   PubMed Web of Science ®Google Scholar
• Kang JH, Lin HC. Increased risk of multiple sclerosis after traumatic brain injury: a nationwide population-based study. J Neurotrauma. 2012;29(1):90–95. doi:10.1089/neu.2011.193622044110
   PubMed Web of Science ®Google Scholar
• Kang JH, Sheu JJ, Kao S, Lin HC. Increased risk of multiple sclerosis following herpes zoster: a nationwide, population-based study. J Infect Dis. 2011;204(2):188–192. doi:10.1093/infdis/jir23921653524
   PubMed Web of Science ®Google Scholar
• Sun LM, Lin CL, Chung CJ, Liang JA, Sung FC, Kao CH. Increased breast cancer risk for patients with multiple sclerosis: a nationwide population-based cohort study. Eur J Neurol. 2014;21(2):238–244. doi:10.1111/ene.1226724053223
   PubMed Web of Science ®Google Scholar
• Tsai CL, Lee JT, Lien LM, et al. The association between septicemia and the risk of multiple sclerosis: a Nationwide Register-based Retrospective Cohort Study in Taiwan. QJM. 2018;111(9):605–611. doi:10.1093/qjmed/hcy12329878253
   PubMed Web of Science ®Google Scholar
• Lai CY, Huang YW, Tseng CH, Lin CL, Sung FC, Kao CH. Patients with carbon monoxide poisoning and subsequent dementia: a Population-Based Cohort Study. Medicine. 2016;95(1):e2418. doi:10.1097/MD.000000000000241826735545
   PubMed Web of Science ®Google Scholar
• Ministry of Justice. National health insurance act; 2017. Available from: https://law.moj.gov.tw/LawClass/LawAll.aspx?pcode=L0060001. Accessed 23, 2021.
   Google Scholar
• Murphy R, O’Donoghue S, Counihan T, et al. Neuropsychiatric syndromes of multiple sclerosis. J Neurol Neurosurg Psychiatry. 2017;88(8):697–708. doi:10.1136/jnnp-2016-31536728285265
   PubMed Web of Science ®Google Scholar
• Konradi C, Sillivan SE, Clay HB. Mitochondria, oligodendrocytes and inflammation in bipolar disorder: evidence from transcriptome studies points to intriguing parallels with multiple sclerosis. Neurobiol Dis. 2012;45(1):37–47. doi:10.1016/j.nbd.2011.01.02521310238
   PubMed Web of Science ®Google Scholar
• Chou IC, Lin HC, Lin CC, Sung FC, Kao CH. Tourette syndrome and risk of depression: a population-based cohort study in Taiwan. J Dev Behav Pediatr. 2013;34(3):181–185. doi:10.1097/DBP.0b013e3182829f2b23572168
   PubMed Web of Science ®Google Scholar
• Cheng CL, Chien HC, Lee CH, Lin SJ, Yang YH. Validity of in-hospital mortality data among patients with acute myocardial infarction or stroke in National Health Insurance Research Database in Taiwan. Int J Cardiol. 2015;201:96–101. doi:10.1016/j.ijcard.2015.07.07526292275
   PubMed Web of Science ®Google Scholar
• Cheng CL, Kao YH, Lin SJ, Lee CH, Lai ML. Validation of the National Health Insurance Research Database with ischemic stroke cases in Taiwan. Pharmacoepidemiol Drug Saf. 2011;20(3):236–242. doi:10.1002/pds.208721351304
   PubMed Web of Science ®Google Scholar
• Sung SF, Hsieh CY, Lin HJ, Chen YW, Yang YH, Li CY. Validation of algorithms to identify stroke risk factors in patients with acute ischemic stroke, transient ischemic attack, or intracerebral hemorrhage in an administrative claims database. Int J Cardiol. 2016;215:277–282. doi:10.1016/j.ijcard.2016.04.06927128546
   PubMed Web of Science ®Google Scholar
• Tseng HP, Lin FJ, Chen PT, et al. Derivation and validation of a discharge disposition predicting model after acute stroke. J Stroke Cerebrovasc Dis. 2015;24(6):1179–1186. doi:10.1016/j.jstrokecerebrovasdis.2015.01.01025847306
   PubMed Web of Science ®Google Scholar
• Su VY, Liu CJ, Wang HK, et al. Sleep apnea and risk of pneumonia: a nationwide population-based study. CMAJ. 2014;186(6):415–421. doi:10.1503/cmaj.13154724591276
   PubMed Web of Science ®Google Scholar
• Wu CS, Kuo CJ, Su CH, Wang SH, Dai HJ. Using text mining to extract depressive symptoms and to validate the diagnosis of major depressive disorder from electronic health records. J Affect Disord. 2020;260:617–623. doi:10.1016/j.jad.2019.09.04431541973
   PubMed Web of Science ®Google Scholar
• Wu CS, Lai MS, Gau SS, Wang SC, Tsai HJ. Concordance between patient self-reports and claims data on clinical diagnoses, medication use, and health system utilization in Taiwan. PLoS One. 2014;9(12):e112257. doi:10.1371/journal.pone.011225725464005
   PubMed Web of Science ®Google Scholar
• Yu ST, Chang HY, Lin MC, Lin YH. Agreement between self-reported and health insurance claims on utilization of health care: A population study. J Clin Epidemiol. 2009;62(12):1316–1322. doi:10.1016/j.jclinepi.2009.01.01619403264
   PubMed Web of Science ®Google Scholar
• Santabarbara J, Lopez-Anton R, de la Camara C, et al. Clinically significant anxiety as a risk factor for dementia in the elderly community. Acta Psychiatr Scand. 2019;139(1):6–14. doi:10.1111/acps.1296630306539
   PubMed Web of Science ®Google Scholar
• Santabarbara J, Villagrasa B, Lopez-Anton R, et al. Clinically relevant anxiety and risk of Alzheimer’s disease in an elderly community sample: 4.5 years of follow-up. J Affect Disord. 2019;250:16–20. doi:10.1016/j.jad.2019.02.05030825716
   PubMed Web of Science ®Google Scholar