Illuminating an Invisible Epidemic: A Systemic Review of the Clinical and Economic Benefits of Early Diagnosis and Treatment in Inflammatory Disease and Related Syndromes
Abstract
:1. Introduction
2. Clinical Manifestation, Diagnosis, and Management of Inflammatory Diseases and Chronic Syndromes
2.1. Multiple Sclerosis
2.2. Ulcerative Colitis and Crohn’s Disease
2.3. Rheumatoid Arthritis
2.4. Chronic Syndromes
2.5. Irritable Bowel Syndrome
2.6. Fibromyalgia Syndrome (FMS)
2.7. Comorbidities
2.8. Clinical Benefits of Early Diagnosis
2.9. Multiple Sclerosis
2.10. Rheumatoid Arthritis
2.11. Inflammatory Bowel Disease
2.12. Diagnostic Delay
2.13. Danger of Misdiagnosis
3. Estimating Financial Burden and Potential Sources of Healthcare Cost Savings
3.1. Cost Savings Estimate Equation Development
3.2. Equation Assumptions, Data Availability, and Limitations
3.3. Equation Use and Inputs
3.4. Input Assumptions, Data Availability, and Limitations
3.5. Results and Discussion of Cost Analysis Focusing on Inflammatory Disease and Related Syndromes
4. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Feehan, K.T.; Gilroy, D.W. Is Resolution the End of Inflammation? Trends Mol. Med. 2019. [Google Scholar] [CrossRef] [PubMed]
- Levinthal, D.J.; Rahman, A.; Nusrat, S.; O’Leary, M.; Heyman, R.; Bielefeldt, K. Adding to the burden: Gastrointestinal symptoms and syndromes in multiple sclerosis. Mult. Scler. Int. 2013, 2013, 319201. [Google Scholar] [CrossRef] [PubMed]
- Giovannoni, G.; Butzkueven, H.; Dhib-Jalbut, S.; Hobart, J.; Kobelt, G.; Pepper, G.; Sormani, M.P.; Thalheim, C.; Traboulsee, A.; Vollmer, T. Brain health: Time matters in multiple sclerosis. Mult. Scler. Relat. Disord. 2016, 9 (Suppl. 1), S5–S48. [Google Scholar] [CrossRef]
- Kaplan, M.J. Cardiovascular complications of rheumatoid arthritis: Assessment, prevention, and treatment. Rheum. Dis. Clin. N. Am. 2010, 36, 405–426. [Google Scholar] [CrossRef] [PubMed]
- Konforte, D.; Diamandis, E.P.; van Venrooij, W.J.; Lories, R.; Ward, M.M. Autoimmune diseases: Early diagnosis and new treatment strategies. Clin. Chem. 2012, 58, 1510–1514. [Google Scholar] [CrossRef] [PubMed]
- Zhernakova, A.; Withoff, S.; Wijmenga, C. Clinical implications of shared genetics and pathogenesis in autoimmune diseases. Nat. Rev. Endocrinol. 2013, 9, 646–659. [Google Scholar] [CrossRef]
- Hellmich, B.; Merkel, F.; Weber, M.; Gross, W.L. Early diagnosis of chronic systemic inflammatory disorders. Internist 2005, 46, 421–432. [Google Scholar] [CrossRef] [PubMed]
- Fred, H.L. The diagnosis of exclusion: An ongoing uncertainty. Tex. Heart Inst. J. 2013, 40, 379–381. [Google Scholar] [PubMed]
- Nellesen, D.; Yee, K.; Chawla, A.; Lewis, B.E.; Carson, R.T. A systematic review of the economic and humanistic burden of illness in irritable bowel syndrome and chronic constipation. J. Manag. Care Pharm. 2013, 19, 755–764. [Google Scholar] [CrossRef]
- Lee, D.W.; Koo, J.S.; Choe, J.W.; Suh, S.J.; Kim, S.Y.; Hyun, J.J.; Jung, S.W.; Jung, Y.K.; Yim, H.J.; Lee, S.W. Diagnostic delay in inflammatory bowel disease increases the risk of intestinal surgery. World J. Gastroenterol. 2017, 23, 6474–6481. [Google Scholar] [CrossRef] [PubMed]
- Cheon, Y.H.; Lee, S.I. Impact of early diagnosis on functional preservation in patients with rheumatoid arthritis: The early bird catches the worm. Korean J. Intern. Med. 2017, 32, 634–635. [Google Scholar] [CrossRef] [PubMed]
- Sandborn, W.J.; Hanauer, S.; Van Assche, G.; Panés, J.; Wilson, S.; Petersson, J.; Panaccione, R. Treating beyond symptoms with a view to improving patient outcomes in inflammatory bowel diseases. J. Crohns Colitis 2014, 8, 927–935. [Google Scholar] [CrossRef] [PubMed]
- Cerqueira, J.J.; Compston, D.A.S.; Geraldes, R.; Rosa, M.M.; Schmierer, K.; Thompson, A.; Tinelli, M.; Palace, J. Time matters in multiple sclerosis: Can early treatment and long-term follow-up ensure everyone benefits from the latest advances in multiple sclerosis? J. Neurol. Neurosurg. Psychiatry 2018, 89, 844–850. [Google Scholar] [CrossRef]
- Díaz, C.; Zarco, L.A.; Rivera, D.M. Highly active multiple sclerosis: An update. Mult. Scler. Relat. Disord. 2019, 30, 215–224. [Google Scholar] [CrossRef] [PubMed]
- Wallin, M.T. The Prevalence of Multiple Sclerosis in the United States: A Population-Based Healthcare Database Approach. In Proceedings of the ECTRIMS, Paris, France, 25–28 October 2017. [Google Scholar]
- Browne, P.; Chandraratna, D.; Angood, C.; Tremlett, H.; Baker, C.; Taylor, B.V.; Thompson, A.J. Atlas of Multiple Sclerosis 2013: A growing global problem with widespread inequity. Neurology 2014, 83, 1022–1024. [Google Scholar] [CrossRef] [PubMed]
- Rivas-Rodríguez, E.; Amezcua, L. Ethnic Considerations and Multiple Sclerosis Disease Variability in the United States. Neurol. Clin. 2018, 36, 151–162. [Google Scholar] [CrossRef] [PubMed]
- Kappelman, M.D.; Rifas-Shiman, S.L.; Kleinman, K.; Ollendorf, D.; Bousvaros, A.; Grand, R.J.; Finkelstein, J.A. The prevalence and geographic distribution of Crohn’s disease and ulcerative colitis in the United States. Clin. Gastroenterol. Hepatol. 2007, 5, 1424–1429. [Google Scholar] [CrossRef]
- Hunter, T.M.; Boytsov, N.N.; Zhang, X.; Schroeder, K.; Michaud, K.; Araujo, A.B. Prevalence of rheumatoid arthritis in the United States adult population in healthcare claims databases, 2004–2014. Rheumatol. Int. 2017, 37, 1551–1557. [Google Scholar] [CrossRef]
- Chandran, A.; Schaefer, C.; Ryan, K.; Baik, R.; McNett, M.; Zlateva, G. The comparative economic burden of mild, moderate, and severe fibromyalgia: Results from a retrospective chart review and cross-sectional survey of working-age U.S. adults. J. Manag. Care Pharm. 2012, 18, 415–426. [Google Scholar] [CrossRef]
- Canavan, C.; West, J.; Card, T. The epidemiology of irritable bowel syndrome. Clin. Epidemiol. 2014, 6, 71–80. [Google Scholar] [CrossRef]
- Shivashankar, R.; Tremaine, W.J.; Harmsen, W.S.; Loftus, E.V. Incidence and Prevalence of Crohn’s Disease and Ulcerative Colitis in Olmsted County, Minnesota From 1970 Through 2010. Clin. Gastroenterol. Hepatol. 2017, 15, 857–863. [Google Scholar] [CrossRef]
- Myasoedova, E.; Crowson, C.S.; Kremers, H.M.; Therneau, T.M.; Gabriel, S.E. Is the incidence of rheumatoid arthritis rising?: Results from Olmsted County, Minnesota, 1955–2007. Arthritis Rheum. 2010, 62, 1576–1582. [Google Scholar] [CrossRef]
- Weir, P.T.; Harlan, G.A.; Nkoy, F.L.; Jones, S.S.; Hegmann, K.T.; Gren, L.H.; Lyon, J.L. The incidence of fibromyalgia and its associated comorbidities: A population-based retrospective cohort study based on International Classification of Diseases, 9th Revision codes. J. Clin. Rheumatol. 2006, 12, 124–128. [Google Scholar] [CrossRef]
- Solomon, A.J.; Weinshenker, B.G. Misdiagnosis of multiple sclerosis: Frequency, causes, effects, and prevention. Curr. Neurol. Neurosci. Rep. 2013, 13, 403. [Google Scholar] [CrossRef]
- Lee, H.S.; Choe, J.; Lee, H.J.; Hwang, S.W.; Park, S.H.; Yang, D.H.; Kim, K.J.; Ye, B.D.; Byeon, J.S.; Myung, S.J.; et al. Change in the diagnosis of inflammatory bowel disease: A hospital-based cohort study from Korea. Intest. Res. 2016, 14, 258–263. [Google Scholar] [CrossRef]
- Glaser, C.; Rieg, S.; Wiech, T.; Scholz, C.; Endres, D.; Stich, O.; Hasselblatt, P.; Geißdörfer, W.; Bogdan, C.; Serr, A.; et al. Whipple’s disease mimicking rheumatoid arthritis can cause misdiagnosis and treatment failure. Orphanet J. Rare Dis. 2017, 12, 99. [Google Scholar] [CrossRef] [PubMed]
- Walitt, B.; Katz, R.S.; Bergman, M.J.; Wolfe, F. Three-Quarters of Persons in the US Population Reporting a Clinical Diagnosis of Fibromyalgia Do Not Satisfy Fibromyalgia Criteria: The 2012 National Health Interview Survey. PLoS ONE 2016, 11, e0157235. [Google Scholar] [CrossRef]
- Card, T.R.; Siffledeen, J.; Fleming, K.M. Are IBD patients more likely to have a prior diagnosis of irritable bowel syndrome? Report of a case-control study in the General Practice Research Database. United Eur. Gastroenterol. J. 2014, 2, 505–512. [Google Scholar] [CrossRef]
- Furber, K.L.; Van Agten, M.; Evans, C.; Haddadi, A.; Doucette, J.R.; Nazarali, A.J. Advances in the treatment of relapsing-remitting multiple sclerosis: The role of pegylated interferon β-1a. Degener. Neurol. Neuromuscul. Dis. 2017, 7, 47–60. [Google Scholar] [CrossRef]
- Noseworthy, J.H.; Lucchinetti, C.; Rodriguez, M.; Weinshenker, B.G. Multiple sclerosis. N. Engl. J. Med. 2000, 343, 938–952. [Google Scholar] [CrossRef]
- Cree, B.A. Diagnosis and differential diagnosis of multiple sclerosis. Continuum 2010, 16, 19–36. [Google Scholar] [CrossRef] [PubMed]
- Jones, S.M.W.; Salem, R.; Amtmann, D. Somatic Symptoms of Depression and Anxiety in People with Multiple Sclerosis. Int. J. MS Care 2018, 20, 145–152. [Google Scholar] [CrossRef] [PubMed]
- Graver, C.J. Functional Somatic Syndrome: Assessment and Management. J. Am. Osteopath Assoc. 2017, 117, 511–519. [Google Scholar] [CrossRef] [PubMed]
- Abboud, H.; Mente, K.; Seay, M.; Kim, J.; Ali, A.; Bermel, R.; Willis, M.A. Triaging Patients with Multiple Sclerosis in the Emergency Department: Room for Improvement. Int. J. MS Care 2017, 19, 290–296. [Google Scholar] [CrossRef] [PubMed]
- Thompson, A.J.; Banwell, B.L.; Barkhof, F.; Carroll, W.M.; Coetzee, T.; Comi, G.; Correale, J.; Fazekas, F.; Filippi, M.; Freedman, M.S.; et al. Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. Lancet Neurol. 2018, 17, 162–173. [Google Scholar] [CrossRef]
- Polman, C.H.; Reingold, S.C.; Banwell, B.; Clanet, M.; Cohen, J.A.; Filippi, M.; Fujihara, K.; Havrdova, E.; Hutchinson, M.; Kappos, L.; et al. Diagnostic criteria for multiple sclerosis: 2010 revisions to the McDonald criteria. Ann. Neurol. 2011, 69, 292–302. [Google Scholar] [CrossRef]
- Aune, T.M.; Crooke, P.S.; Patrick, A.E.; Tossberg, J.T.; Olsen, N.J.; Spurlock, C.F. Expression of long non-coding RNAs in autoimmunity and linkage to enhancer function and autoimmune disease risk genetic variants. J. Autoimmun. 2017, 81, 99–109. [Google Scholar] [CrossRef]
- Nickles, D.; Chen, H.P.; Li, M.M.; Khankhanian, P.; Madireddy, L.; Caillier, S.J.; Santaniello, A.; Cree, B.A.; Pelletier, D.; Hauser, S.L.; et al. Blood RNA profiling in a large cohort of multiple sclerosis patients and healthy controls. Hum. Mol. Genet. 2013, 22, 4194–4205. [Google Scholar] [CrossRef] [PubMed]
- Caldano, M.; Raoul, W.; Rispens, T.; Bertolotto, A. Drug Efficacy Monitoring in Pharmacotherapy of Multiple Sclerosis With Biological Agents. Drug Monit. 2017, 39, 350–355. [Google Scholar] [CrossRef]
- Tice, J.A.; Chapman, R.; Kumar, V.; Loos, A.M.; Liu, S.; Seidner, M.; Ollendorf, D.A.; Rind, D.; Pearson, S.D.; Zimmermann, M.; et al. Disease-Modifying Therapies for Relapsing-Remitting and Primary-Progressive Multiple Sclerosis: Effectiveness and Value; Institute for Clinical and Economic Review, California Technology Assessment Forum: Boston, MA USA, 2017; p. 253. [Google Scholar]
- Pardo, G.; Jones, D.E. The sequence of disease-modifying therapies in relapsing multiple sclerosis: Safety and immunologic considerations. J. Neurol. 2017, 264, 2351–2374. [Google Scholar] [CrossRef]
- Burks, J.; Marshall, T.S.; Ye, X. Adherence to disease-modifying therapies and its impact on relapse, health resource utilization, and costs among patients with multiple sclerosis. Clin. Outcomes Res. 2017, 9, 251–260. [Google Scholar] [CrossRef] [PubMed]
- Edwards, N.C.; Munsell, M.; Menzin, J.; Phillips, A.L. Comorbidity in US patients with multiple sclerosis. Patient Relat. Outcome Meas. 2018, 9, 97–102. [Google Scholar] [CrossRef]
- Moss, B.P.; Rensel, M.R.; Hersh, C.M. Wellness and the Role of Comorbidities in Multiple Sclerosis. Neurotherapeutics 2017, 14, 999–1017. [Google Scholar] [CrossRef]
- Marrie, R.A.; Horwitz, R.; Cutter, G.; Tyry, T.; Campagnolo, D.; Vollmer, T. Comorbidity delays diagnosis and increases disability at diagnosis in MS. Neurology 2009, 72, 117–124. [Google Scholar] [CrossRef] [PubMed]
- Göksel Karatepe, A.; Kaya, T.; Günaydn, R.; Demirhan, A.; Ce, P.; Gedizlioğlu, M. Quality of life in patients with multiple sclerosis: The impact of depression, fatigue, and disability. Int. J. Rehabil. Res. 2011, 34, 290–298. [Google Scholar] [CrossRef]
- Ivanova, J.I.; Birnbaum, H.G.; Samuels, S.; Davis, M.; Phillips, A.L.; Meletiche, D. The cost of disability and medically related absenteeism among employees with multiple sclerosis in the US. Pharmacoeconomics 2009, 27, 681–691. [Google Scholar] [CrossRef]
- Glanz, B.I.; Dégano, I.R.; Rintell, D.J.; Chitnis, T.; Weiner, H.L.; Healy, B.C. Work productivity in relapsing multiple sclerosis: Associations with disability, depression, fatigue, anxiety, cognition, and health-related quality of life. Value Health 2012, 15, 1029–1035. [Google Scholar] [CrossRef] [PubMed]
- Parisé, H.; Laliberté, F.; Lefebvre, P.; Duh, M.S.; Kim, E.; Agashivala, N.; Abouzaid, S.; Weinstock-Guttman, B. Direct and indirect cost burden associated with multiple sclerosis relapses: Excess costs of persons with MS and their spouse caregivers. J. Neurol. Sci. 2013, 330, 71–77. [Google Scholar] [CrossRef] [PubMed]
- Molodecky, N.A.; Soon, I.S.; Rabi, D.M.; Ghali, W.A.; Ferris, M.; Chernoff, G.; Benchimol, E.I.; Panaccione, R.; Ghosh, S.; Barkema, H.W.; et al. Increasing incidence and prevalence of the inflammatory bowel diseases with time, based on systematic review. Gastroenterology 2012, 142, 46–54.e42. [Google Scholar] [CrossRef]
- Bernstein, C.N. Extraintestinal manifestations of inflammatory bowel disease. Curr. Gastroenterol. Rep. 2001, 3, 477–483. [Google Scholar] [CrossRef]
- Silverberg, M.S.; Satsangi, J.; Ahmad, T.; Arnott, I.D.; Bernstein, C.N.; Brant, S.R.; Caprilli, R.; Colombel, J.F.; Gasche, C.; Geboes, K.; et al. Toward an integrated clinical, molecular and serological classification of inflammatory bowel disease: Report of a Working Party of the 2005 Montreal World Congress of Gastroenterology. Can. J. Gastroenterol. 2005, 19 (Suppl. A), 5A–36A. [Google Scholar] [CrossRef]
- Mekhjian, H.S.; Switz, D.M.; Melnyk, C.S.; Rankin, G.B.; Brooks, R.K. Clinical features and natural history of Crohn’s disease. Gastroenterology 1979, 77, 898–906. [Google Scholar]
- Pimentel, M.; Chang, M.; Chow, E.J.; Tabibzadeh, S.; Kirit-Kiriak, V.; Targan, S.R.; Lin, H.C. Identification of a prodromal period in Crohn’s disease but not ulcerative colitis. Am. J. Gastroenterol. 2000, 95, 3458–3462. [Google Scholar] [CrossRef] [PubMed]
- Sairenji, T.; Collins, K.L.; Evans, D.V. An Update on Inflammatory Bowel Disease. Prim Care 2017, 44, 673–692. [Google Scholar] [CrossRef]
- Lee, J.M.; Lee, K.M. Endoscopic Diagnosis and Differentiation of Inflammatory Bowel Disease. Clin. Endosc. 2016, 49, 370–375. [Google Scholar] [CrossRef]
- Tontini, G.E.; Vecchi, M.; Pastorelli, L.; Neurath, M.F.; Neumann, H. Differential diagnosis in inflammatory bowel disease colitis: State of the art and future perspectives. World J. Gastroenterol. 2015, 21, 21–46. [Google Scholar] [CrossRef] [PubMed]
- Leighton, J.A.; Shen, B.; Baron, T.H.; Adler, D.G.; Davila, R.; Egan, J.V.; Faigel, D.O.; Gan, S.I.; Hirota, W.K.; Lichtenstein, D.; et al. ASGE guideline: Endoscopy in the diagnosis and treatment of inflammatory bowel disease. Gastrointest. Endosc. 2006, 63, 558–565. [Google Scholar] [CrossRef]
- Arai, R. Serologic markers: Impact on early diagnosis and disease stratification in inflammatory bowel disease. Postgrad. Med. 2010, 122, 177–185. [Google Scholar] [CrossRef]
- Derkacz, A.; Olczyk, P.; Komosinska-Vassev, K. Diagnostic Markers for Nonspecific Inflammatory Bowel Diseases. Dis. Markers 2018, 2018, 7451946. [Google Scholar] [CrossRef]
- Kuna, A.T. Serological markers of inflammatory bowel disease. Biochem. Med. 2013, 23, 28–42. [Google Scholar] [CrossRef]
- Spurlock III, C.; Tossberg, J.; Shaginorova, G.; Harmata, A.; Crooke, P., III; Thomas, A. Long, Non-coding RNA Gene Expression Signatures to Distinguish Irritable Bowel Syndrome and Inflammatory Bowel Disease. Am. J. Gastroenterol. 2018, 113, S25. [Google Scholar]
- Chudy-Onwugaje, K.O.; Christian, K.E.; Farraye, F.A.; Cross, R.K. A State-of-the-Art Review of New and Emerging Therapies for the Treatment of IBD. Inflamm. Bowel Dis. 2018. [Google Scholar] [CrossRef]
- Wilhelm, S.M.; Love, B.L. Management of Patients with Inflammatory Bowel Disease: Current and Future Treatments. Pharm. J. 2017. [Google Scholar]
- Langholz, E.; Munkholm, P.; Davidsen, M.; Binder, V. Colorectal cancer risk and mortality in patients with ulcerative colitis. Gastroenterology 1992, 103, 1444–1451. [Google Scholar] [CrossRef]
- Bouguen, G.; Peyrin-Biroulet, L. Surgery for adult Crohn’s disease: What is the actual risk? Gut 2011, 60, 1178–1181. [Google Scholar] [CrossRef]
- Parray, F.Q.; Wani, M.L.; Malik, A.A.; Wani, S.N.; Bijli, A.H.; Irshad, I.; Ul-Hassan, N. Ulcerative colitis: A challenge to surgeons. Int. J. Prev. Med. 2012, 3, 749–763. [Google Scholar] [PubMed]
- Irvine, E.J. Review article: patients’ fears and unmet needs in inflammatory bowel disease. Aliment Pharm. Ther. 2004, 20 (Suppl. 4), 54–59. [Google Scholar] [CrossRef]
- Reilly, M.C.; Gerlier, L.; Brabant, Y.; Brown, M. Validity, reliability, and responsiveness of the work productivity and activity impairment questionnaire in Crohn’s disease. Clin. Ther. 2008, 30, 393–404. [Google Scholar] [CrossRef]
- Boonen, A.; Dagnelie, P.C.; Feleus, A.; Hesselink, M.A.; Muris, J.W.; Stockbrügger, R.W.; Russel, M.G. The impact of inflammatory bowel disease on labor force participation: Results of a population sampled case-control study. Inflamm. Bowel Dis. 2002, 8, 382–389. [Google Scholar] [CrossRef]
- Blomqvist, P.; Ekbom, A. Inflammatory bowel diseases: Health care and costs in Sweden in 1994. Scand. J. Gastroenterol. 1997, 32, 1134–1139. [Google Scholar] [CrossRef]
- Aletaha, D.; Neogi, T.; Silman, A.J.; Funovits, J.; Felson, D.T.; Bingham, C.O.; Birnbaum, N.S.; Burmester, G.R.; Bykerk, V.P.; Cohen, M.D.; et al. 2010 Rheumatoid arthritis classification criteria: An American College of Rheumatology/European League Against Rheumatism collaborative initiative. Arthritis Rheum. 2010, 62, 2569–2581. [Google Scholar] [CrossRef] [PubMed]
- Barbour, K.E.; Helmick, C.G.; Boring, M.; Brady, T.J. Vital Signs: Prevalence of Doctor-Diagnosed Arthritis and Arthritis-Attributable Activity Limitation - United States, 2013–2015. MMWR Morb. Mortal. Wkly. Rep. 2017, 66, 246–253. [Google Scholar] [CrossRef]
- Berner, C.; Haider, S.; Grabovac, I.; Lamprecht, T.; Fenzl, K.H.; Erlacher, L.; Quittan, M.; Dorner, T.E. Work Ability and Employment in Rheumatoid Arthritis: A Cross-Sectional Study on the Role of Muscle Strength and Lower Extremity Function. Int. J. Rheumatol. 2018, 2018, 3756207. [Google Scholar] [CrossRef]
- Scott, D.L.; Wolfe, F.; Huizinga, T.W. Rheumatoid arthritis. Lancet 2010, 376, 1094–1108. [Google Scholar] [CrossRef]
- Firestein, G.S.; McInnes, I.B. Immunopathogenesis of Rheumatoid Arthritis. Immunity 2017, 46, 183–196. [Google Scholar] [CrossRef]
- Harrison, M. Erythrocyte sedimentation rate and C-reactive protein. Aust. Prescr. 2015, 38, 93–94. [Google Scholar] [CrossRef] [PubMed]
- Smolen, J.S.; Landewé, R.; Breedveld, F.C.; Dougados, M.; Emery, P.; Gaujoux-Viala, C.; Gorter, S.; Knevel, R.; Nam, J.; Schoels, M.; et al. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs. Ann. Rheum. Dis. 2010, 69, 964–975. [Google Scholar] [CrossRef]
- Atzinger, C.B.; Guo, J.J. Biologic Disease-Modifying Antirheumatic Drugs in a National, Privately Insured Population: Utilization, Expenditures, and Price Trends. Am. Health Drug Benefits 2017, 10, 27–36. [Google Scholar]
- Burke, R.; White, N. Biologic Disease-Modifying Anti-rheumatic Drugs. In Pharmacotherapy Self-Assessment Program—Chronic Illnesses I; Murphy, J.E., Wun-Len Lee, M., Eds.; American Collage of Clinical Pharmacy: Lenexa, KS, USA, 2014; pp. 9–31. [Google Scholar]
- Parida, J.R.; Misra, D.P.; Wakhlu, A.; Agarwal, V. Is non-biological treatment of rheumatoid arthritis as good as biologics? World J. Orthop. 2015, 6, 278–283. [Google Scholar] [CrossRef]
- Scott, D.L.; Steer, S. The course of established rheumatoid arthritis. Best Pract. Res. Clin. Rheumatol. 2007, 21, 943–967. [Google Scholar] [CrossRef]
- Spiller, R.; Lam, C. The shifting interface between IBS and IBD. Curr. Opin. Pharm. 2011, 11, 586–592. [Google Scholar] [CrossRef] [PubMed]
- Provan, S.A.; Austad, C.; Halsaa, V.; Hammer, H.B.; Kvien, T.K.; Uhlig, T. Fibromyalgia in patients with rheumatoid arthritis. A 10-year follow-up study, results from the Oslo Rheumatoid Arthritis Register. Clin. Exp. Rheumatol. 2019, 37 (Suppl. 116), 58–62. [Google Scholar] [PubMed]
- Marrie, R.A.; Reider, N.; Stuve, O.; Trojano, M.; Sorensen, P.S.; Cutter, G.R.; Reingold, S.C.; Cohen, J. The incidence and prevalence of comorbid gastrointestinal, musculoskeletal, ocular, pulmonary, and renal disorders in multiple sclerosis: A systematic review. Mult. Scler. 2015, 21, 332–341. [Google Scholar] [CrossRef]
- Wolfe, F.; Cathey, M.A.; Kleinheksel, S.M. Fibrositis (Fibromyalgia) in rheumatoid arthritis. J. Rheumatol. 1984, 11, 814–818. [Google Scholar]
- Naranjo, A.; Ojeda, S.; Francisco, F.; Erausquin, C.; Rúa-Figueroa, I.; Rodríguez-Lozano, C. Fibromyalgia in patients with rheumatoid arthritis is associated with higher scores of disability. Ann. Rheum. Dis. 2002, 61, 660–661. [Google Scholar] [CrossRef]
- Gist, A.C.; Guymer, E.K.; Eades, L.E.; Leech, M.; Littlejohn, G.O. Fibromyalgia remains a significant burden in rheumatoid arthritis patients in Australia. Int. J. Rheum. Dis. 2018, 21, 639–646. [Google Scholar] [CrossRef]
- Duffield, S.J.; Miller, N.; Zhao, S.; Goodson, N.J. Concomitant fibromyalgia complicating chronic inflammatory arthritis: A systematic review and meta-analysis. Rheumatology 2018, 57, 1453–1460. [Google Scholar] [CrossRef]
- Pimentel, M. Evidence-based management of irritable bowel syndrome with diarrhea. Am. J. Manag. Care 2018, 24, S35–S46. [Google Scholar]
- Ford, A.C.; Lacy, B.E.; Talley, N.J. Irritable Bowel Syndrome. N. Engl. J. Med. 2017, 376, 2566–2578. [Google Scholar] [CrossRef]
- Sayuk, G.S.; Wolf, R.; Chang, L. Comparison of Symptoms, Healthcare Utilization, and Treatment in Diagnosed and Undiagnosed Individuals With Diarrhea-Predominant Irritable Bowel Syndrome. Am. J. Gastroenterol. 2017, 112, 892–899. [Google Scholar] [CrossRef]
- Waugh, N.; Cummins, E.; Royle, P.; Kandala, N.B.; Shyangdan, D.; Arasaradnam, R.; Clar, C.; Johnston, R. Faecal calprotectin testing for differentiating amongst inflammatory and non-inflammatory bowel diseases: Systematic review and economic evaluation. Health Technol. Assess. 2013, 17, 1–211. [Google Scholar] [CrossRef]
- Halpin, S.J.; Ford, A.C. Prevalence of symptoms meeting criteria for irritable bowel syndrome in inflammatory bowel disease: Systematic review and meta-analysis. Am. J. Gastroenterol. 2012, 107, 1474–1482. [Google Scholar] [CrossRef]
- Barbara, G.; Cremon, C.; Stanghellini, V. Inflammatory bowel disease and irritable bowel syndrome: Similarities and differences. Curr. Opin. Gastroenterol. 2014, 30, 352–358. [Google Scholar] [CrossRef]
- Polster, A.V.; Palsson, O.S.; Törnblom, H.; Öhman, L.; Sperber, A.D.; Whitehead, W.E.; Simrén, M. Subgroups of IBS patients are characterized by specific, reproducible profiles of GI and non-GI symptoms and report differences in healthcare utilization: A population-based study. Neurogastroenterol. Motil. 2019, 31, e13483. [Google Scholar] [CrossRef]
- Mearin, F.; Lacy, B.E.; Chang, L.; Chey, W.D.; Lembo, A.J.; Simren, M.; Spiller, R. Bowel Disorders. Gastroenterology 2016. [Google Scholar] [CrossRef]
- Holtmann, G.J.; Ford, A.C.; Talley, N.J. Pathophysiology of irritable bowel syndrome. Lancet Gastroenterol. Hepatol. 2016, 1, 133–146. [Google Scholar] [CrossRef]
- Kay, E.; Hawramee, S.; Pollani, S.; Mandel, E.D. Nonpharmacologic options for treating irritable bowel syndrome. JAAPA 2019, 32, 38–42. [Google Scholar] [CrossRef]
- Farzaei, M.H.; Bahramsoltani, R.; Abdollahi, M.; Rahimi, R. The Role of Visceral Hypersensitivity in Irritable Bowel Syndrome: Pharmacological Targets and Novel Treatments. J. Neurogastroenterol. Motil. 2016, 22, 558–574. [Google Scholar] [CrossRef]
- Wald, A. Treatment of Irritable Bowel Syndrome in Adults; Grover, S., Ed.; UptoDate: Waltham, MA, USA, 2019. [Google Scholar]
- Lexicomp. Alosetron: Drug Information; UptoDate: Waltham, MA, USA, 2019. [Google Scholar]
- Canavan, C.; West, J.; Card, T. Review article: The economic impact of the irritable bowel syndrome. Aliment. Pharm. Ther. 2014, 40, 1023–1034. [Google Scholar] [CrossRef]
- Wolfe, F.; Smythe, H.A.; Yunus, M.B.; Bennett, R.M.; Bombardier, C.; Goldenberg, D.L.; Tugwell, P.; Campbell, S.M.; Abeles, M.; Clark, P. The American College of Rheumatology 1990 Criteria for the Classification of Fibromyalgia. Report of the Multicenter Criteria Committee. Arthritis Rheum. 1990, 33, 160–172. [Google Scholar] [CrossRef]
- Wolfe, F.; Clauw, D.J.; Fitzcharles, M.A.; Goldenberg, D.L.; Häuser, W.; Katz, R.L.; Mease, P.J.; Russell, A.S.; Russell, I.J.; Walitt, B. 2016 Revisions to the 2010/2011 fibromyalgia diagnostic criteria. Semin. Arthritis Rheum. 2016, 46, 319–329. [Google Scholar] [CrossRef]
- Arnold, L.M.; Stanford, S.B.; Welge, J.A.; Crofford, L.J. Development and testing of the fibromyalgia diagnostic screen for primary care. J. Womens Health 2012, 21, 231–239. [Google Scholar] [CrossRef] [PubMed]
- Di Franco, M.; Iannuccelli, C.; Bazzichi, L.; Atzeni, F.; Consensi, A.; Salaffi, F.; Pietropaolo, M.; Alessandri, C.; Basili, S.; Olivieri, M.; et al. Misdiagnosis in fibromyalgia: A multicentre study. Clin. Exp. Rheumatol. 2011, 29, S104–S108. [Google Scholar] [PubMed]
- Fitzcharles, M.A.; Boulos, P. Inaccuracy in the diagnosis of fibromyalgia syndrome: Analysis of referrals. Rheumatology 2003, 42, 263–267. [Google Scholar] [CrossRef] [PubMed]
- Borenstein, D.G.; Hassett, A.L.; Pisetsky, D. Pain management in rheumatology research, training, and practice. Clin. Exp. Rheumatol. 2017, 35 (Suppl. 107), 2–7. [Google Scholar]
- Perrot, S.; Choy, E.; Petersel, D.; Ginovker, A.; Kramer, E. Survey of physician experiences and perceptions about the diagnosis and treatment of fibromyalgia. BMC Health Serv. Res. 2012, 12, 356. [Google Scholar] [CrossRef]
- Choy, E.; Perrot, S.; Leon, T.; Kaplan, J.; Petersel, D.; Ginovker, A.; Kramer, E. A patient survey of the impact of fibromyalgia and the journey to diagnosis. BMC Health Serv. Res. 2010, 10, 102. [Google Scholar] [CrossRef]
- Arnold, L.M.; Clauw, D.J.; Dunegan, L.J.; Turk, D.C.; FibroCollaborative. A framework for fibromyalgia management for primary care providers. Mayo Clin. Proc. 2012, 87, 488–496. [Google Scholar] [CrossRef]
- Goldenberg, D.L.; Clauw, D.J.; Palmer, R.E.; Clair, A.G. Opioid Use in Fibromyalgia: A Cautionary Tale. Mayo Clin. Proc. 2016, 91, 640–648. [Google Scholar] [CrossRef]
- Halpern, R.; Shah, S.N.; Cappelleri, J.C.; Masters, E.T.; Clair, A. Evaluating Guideline-recommended Pain Medication Use Among Patients with Newly Diagnosed Fibromyalgia. Pain Pract. 2016, 16, 1027–1039. [Google Scholar] [CrossRef]
- Painter, J.T.; Crofford, L.J.; Butler, J.S.; Talbert, J. Healthcare Costs Associated With Chronic Opioid Use and Fibromayalgia Syndrome. Am. J. Pharm. Benefits 2014, 6, e177–e184. [Google Scholar] [PubMed]
- Bernard, A.L.; Prince, A.; Edsall, P. Quality of life issues for fibromyalgia patients. Arthritis Care Res. 2000, 13, 42–50. [Google Scholar] [CrossRef]
- Jones, J.; Rutledge, D.N.; Jones, K.D.; Matallana, L.; Rooks, D.S. Self-assessed physical function levels of women with fibromyalgia: A national survey. Womens Health Issues 2008, 18, 406–412. [Google Scholar] [CrossRef]
- Kassam, A.; Patten, S.B. Major depression, fibromyalgia and labour force participation: A population-based cross-sectional study. BMC Musculoskelet. Disord. 2006, 7, 4. [Google Scholar] [CrossRef]
- Palstam, A.; Mannerkorpi, K. Work Ability in Fibromyalgia: An Update in the 21st Century. Curr. Rheumatol. Rev. 2017, 13, 180–187. [Google Scholar] [CrossRef]
- Cortaredona, S.; Ventelou, B. The extra cost of comorbidity: Multiple illnesses and the economic burden of non-communicable diseases. BMC Med. 2017, 15, 216. [Google Scholar] [CrossRef]
- Bähler, C.; Schoepfer, A.M.; Vavricka, S.R.; Brüngger, B.; Reich, O. Chronic comorbidities associated with inflammatory bowel disease: Prevalence and impact on healthcare costs in Switzerland. Eur. J. Gastroenterol. Hepatol. 2017, 29, 916–925. [Google Scholar] [CrossRef]
- Román, A.L.; Muñoz, F. Comorbidity in inflammatory bowel disease. World J. Gastroenterol. 2011, 17, 2723–2733. [Google Scholar] [CrossRef]
- Grenard, J.L.; Munjas, B.A.; Adams, J.L.; Suttorp, M.; Maglione, M.; McGlynn, E.A.; Gellad, W.F. Depression and medication adherence in the treatment of chronic diseases in the United States: A meta-analysis. J. Gen. Intern. Med. 2011, 26, 1175–1182. [Google Scholar] [CrossRef]
- Wu, P.; Jia, F.; Zhang, B.; Zhang, P. Risk of cardiovascular disease in inflammatory bowel disease. Exp. Med. 2017, 13, 395–400. [Google Scholar] [CrossRef]
- Peters, M.J.; van Halm, V.P.; Voskuyl, A.E.; Smulders, Y.M.; Boers, M.; Lems, W.F.; Visser, M.; Stehouwer, C.D.; Dekker, J.M.; Nijpels, G.; et al. Does rheumatoid arthritis equal diabetes mellitus as an independent risk factor for cardiovascular disease? A prospective study. Arthritis Rheum. 2009, 61, 1571–1579. [Google Scholar] [CrossRef]
- Kapoor, R.; Ho, P.R.; Campbell, N.; Chang, I.; Deykin, A.; Forrestal, F.; Lucas, N.; Yu, B.; Arnold, D.L.; Freedman, M.S.; et al. Effect of natalizumab on disease progression in secondary progressive multiple sclerosis (ASCEND): A phase 3, randomised, double-blind, placebo-controlled trial with an open-label extension. Lancet Neurol. 2018, 17, 405–415. [Google Scholar] [CrossRef]
- Kappos, L.; Li, D.; Calabresi, P.A.; O’Connor, P.; Bar-Or, A.; Barkhof, F.; Yin, M.; Leppert, D.; Glanzman, R.; Tinbergen, J.; et al. Ocrelizumab in relapsing-remitting multiple sclerosis: A phase 2, randomised, placebo-controlled, multicentre trial. Lancet 2011, 378, 1779–1787. [Google Scholar] [CrossRef]
- Cohen, J.A.; Barkhof, F.; Comi, G.; Hartung, H.P.; Khatri, B.O.; Montalban, X.; Pelletier, J.; Capra, R.; Gallo, P.; Izquierdo, G.; et al. Oral fingolimod or intramuscular interferon for relapsing multiple sclerosis. N. Engl. J. Med. 2010, 362, 402–415. [Google Scholar] [CrossRef]
- Jacobs, L.D.; Beck, R.W.; Simon, J.H.; Kinkel, R.P.; Brownscheidle, C.M.; Murray, T.J.; Simonian, N.A.; Slasor, P.J.; Sandrock, A.W.; CHAMPS Study Group. Intramuscular interferon beta-1a therapy initiated during a first demyelinating event in multiple sclerosis. N. Engl. J. Med. 2000, 343, 898–904. [Google Scholar] [CrossRef]
- Comi, G.; Filippi, M.; Barkhof, F.; Durelli, L.; Edan, G.; Fernández, O.; Hartung, H.; Seeldrayers, P.; Sørensen, P.S.; Rovaris, M.; et al. Effect of early interferon treatment on conversion to definite multiple sclerosis: A randomised study. Lancet 2001, 357, 1576–1582. [Google Scholar] [CrossRef]
- Emery, P.; Breedveld, F.C.; Dougados, M.; Kalden, J.R.; Schiff, M.H.; Smolen, J.S. Early referral recommendation for newly diagnosed rheumatoid arthritis: Evidence based development of a clinical guide. Ann. Rheum. Dis. 2002, 61, 290–297. [Google Scholar] [CrossRef] [PubMed]
- Bakker, M.F.; Jacobs, J.W.; Verstappen, S.M.; Bijlsma, J.W. Tight control in the treatment of rheumatoid arthritis: Efficacy and feasibility. Ann. Rheum. Dis. 2007, 66 (Suppl. 3), iii56–iii60. [Google Scholar] [CrossRef]
- Marks, J.L.; Edwards, C.J. Protective effect of methotrexate in patients with rheumatoid arthritis and cardiovascular comorbidity. Adv. Musculoskelet. Dis. 2012, 4, 149–157. [Google Scholar] [CrossRef]
- Low, A.S.; Symmons, D.P.; Lunt, M.; Mercer, L.K.; Gale, C.P.; Watson, K.D.; Dixon, W.G.; Hyrich, K.L.; on behalf of the British Society for Rheumatology Biologics Register for Rheumatoid Arthritis (BSRBR-RA) and the BSRBR Control Centre Consortium. Relationship between exposure to tumour necrosis factor inhibitor therapy and incidence and severity of myocardial infarction in patients with rheumatoid arthritis. Ann. Rheum. Dis. 2017, 76, 654–660. [Google Scholar] [CrossRef]
- Cintolo, M.; Costantino, G.; Pallio, S.; Fries, W. Mucosal healing in inflammatory bowel disease: Maintain or de-escalate therapy. World J. Gastrointest. Pathophysiol. 2016, 7, 1–16. [Google Scholar] [CrossRef] [PubMed]
- D’Haens, G.; Baert, F.; van Assche, G.; Caenepeel, P.; Vergauwe, P.; Tuynman, H.; De Vos, M.; van Deventer, S.; Stitt, L.; Donner, A.; et al. Early combined immunosuppression or conventional management in patients with newly diagnosed Crohn’s disease: An open randomised trial. Lancet 2008, 371, 660–667. [Google Scholar] [CrossRef]
- Arnott, I.; Rogler, G.; Halfvarson, J. The Management of Inflammatory Bowel Disease in Elderly: Current Evidence and Future Perspectives. Inflamm. Intest. Dis. 2018, 2, 189–199. [Google Scholar] [CrossRef]
- Mosli, M.; Al Beshir, M.; Al-Judaibi, B.; Al-Ameel, T.; Saleem, A.; Bessissow, T.; Ghosh, S.; Almadi, M. Advances in the diagnosis and management of inflammatory bowel disease: Challenges and uncertainties. Saudi J. Gastroenterol. 2014, 20, 81–101. [Google Scholar] [CrossRef]
- Solomon, A.J.; Naismith, R.T.; Cross, A.H. Misdiagnosis of multiple sclerosis: Impact of the 2017 McDonald criteria on clinical practice. Neurology 2018. [Google Scholar] [CrossRef]
- Sørensen, J.; Hetland, M.L.; Gaffney, K. Diagnostic delay in patients with rheumatoid arthritis, psoriatic arthritis and ankylosing spondylitis: Results from the Danish nationwide DANBIO registry. Ann. Rheum. Dis. 2015, 74, e12. [Google Scholar] [CrossRef] [PubMed]
- Cantoro, L.; Di Sabatino, A.; Papi, C.; Margagnoni, G.; Ardizzone, S.; Giuffrida, P.; Giannarelli, D.; Massari, A.; Monterubbianesi, R.; Lenti, M.V.; et al. The Time Course of Diagnostic Delay in Inflammatory Bowel Disease Over the Last Sixty Years: An Italian Multicentre Study. J. Crohns Colitis 2017, 11, 975–980. [Google Scholar] [CrossRef] [PubMed]
- Chan, K.W.; Felson, D.T.; Yood, R.A.; Walker, A.M. The lag time between onset of symptoms and diagnosis of rheumatoid arthritis. Arthritis Rheum. 1994, 37, 814–820. [Google Scholar] [CrossRef] [PubMed]
- Barin, L.; Kamm, C.P.; Salmen, A.; Dressel, H.; Calabrese, P.; Pot, C.; Schippling, S.; Gobbi, C.; Muller, S.; Chan, A.; et al. How do patients enter the healthcare system after the first onset of multiple sclerosis symptoms? The influence of setting and physician specialty on speed of diagnosis. Mult. Scler. J. 2019. [Google Scholar] [CrossRef]
- Gallinger, Z.; Ungaro, R.; Colombel, J.-F.; Sandler, R.S.; Chen, W. Delayed Diagnosis of Crohn’s Disease is common and associated with an increased risk of disease complications. Crohn’s Colitis Congr. 2019, in press. [Google Scholar]
- Wharam, J.F.; Lu, C.Y.; Zhang, F.; Callahan, M.; Xu, X.; Wallace, J.; Soumerai, S.; Ross-Degnan, D.; Newhouse, J.P. High-Deductible Insurance and Delay in Care for the Macrovascular Complications of Diabetes. Ann. Intern. Med. 2018, 169, 845–854. [Google Scholar] [CrossRef]
- Wharam, J.F.; Zhang, F.; Lu, C.Y.; Wagner, A.K.; Nekhlyudov, L.; Earle, C.C.; Soumerai, S.B.; Ross-Degnan, D. Breast Cancer Diagnosis and Treatment After High-Deductible Insurance Enrollment. J. Clin. Oncol. 2018, 36, 1121–1127. [Google Scholar] [CrossRef] [PubMed]
- Reddy, S.R.; Ross-Degnan, D.; Zaslavsky, A.M.; Soumerai, S.B.; Wharam, J.F. Impact of a high-deductible health plan on outpatient visits and associated diagnostic tests. Med. Care 2014, 52, 86–92. [Google Scholar] [CrossRef] [PubMed]
- Lieu, T.A.; Solomon, J.L.; Sabin, J.E.; Kullgren, J.T.; Hinrichsen, V.L.; Galbraith, A.A. Consumer awareness and strategies among families with high-deductible health plans. J. Gen. Intern. Med. 2010, 25, 249–254. [Google Scholar] [CrossRef]
- Fernández, O.; Fernández, V.; Arbizu, T.; Izquierdo, G.; Bosca, I.; Arroyo, R.; García Merino, J.A.; de Ramón, E.; Group, N. Characteristics of multiple sclerosis at onset and delay of diagnosis and treatment in Spain (the Novo Study). J. Neurol. 2010, 257, 1500–1507. [Google Scholar] [CrossRef] [PubMed]
- Moon, C.M.; Jung, S.A.; Kim, S.E.; Song, H.J.; Jung, Y.; Ye, B.D.; Cheon, J.H.; Kim, Y.S.; Kim, Y.H.; Kim, J.S.; et al. Clinical Factors and Disease Course Related to Diagnostic Delay in Korean Crohn’s Disease Patients: Results from the CONNECT Study. PLoS ONE 2015, 10, e0144390. [Google Scholar] [CrossRef]
- Burbige, E.J. Irritable bowel syndrome: Diagnostic approaches in clinical practice. Clin. Exp. Gastroenterol. 2010, 3, 127–137. [Google Scholar] [CrossRef]
- Brownlee, W.J. Misdiagnosis of multiple sclerosis: If you have a hammer, everything looks like a nail? Neurology 2018. [Google Scholar] [CrossRef] [PubMed]
- Olek, M.J.; Howard, J. Evaluation and Diagnosis of Multiple Sclerosis in Adults; UptoDate: Waltham, MA, USA, 2018. [Google Scholar]
- Solomon, A.J.; Bourdette, D.N.; Cross, A.H.; Applebee, A.; Skidd, P.M.; Howard, D.B.; Spain, R.I.; Cameron, M.H.; Kim, E.; Mass, M.K.; et al. The contemporary spectrum of multiple sclerosis misdiagnosis: A multicenter study. Neurology 2016, 87, 1393–1399. [Google Scholar] [CrossRef]
- Miller, D.H.; Weinshenker, B.G.; Filippi, M.; Banwell, B.L.; Cohen, J.A.; Freedman, M.S.; Galetta, S.L.; Hutchinson, M.; Johnson, R.T.; Kappos, L.; et al. Differential diagnosis of suspected multiple sclerosis: A consensus approach. Mult. Scler. 2008, 14, 1157–1174. [Google Scholar] [CrossRef]
- Sokka, T.; Kyburz, D.; Rannio, T.; Antic, M. SP0011 Difficult Cases: Seronegative rheumatoid arthritis. Ann. Rheum. Dis. 2013, 71, 4. [Google Scholar] [CrossRef]
- Meunier, M.; Puechal, X.; Hoppé, E.; Soubrier, M.; Dieudé, P.; Berthelot, J.M.; Caramaschi, P.; Gottenberg, J.E.; Gossec, L.; Morel, J.; et al. Rheumatic and musculoskeletal features of Whipple disease: A report of 29 cases. J. Rheumatol. 2013, 40, 2061–2066. [Google Scholar] [CrossRef]
- Marth, T. Systematic review: Whipple’s disease (Tropheryma whipplei infection) and its unmasking by tumour necrosis factor inhibitors. Aliment. Pharm. Ther. 2015, 41, 709–724. [Google Scholar] [CrossRef]
- James, D.; Young, A.; Kulinskaya, E.; Knight, E.; Thompson, W.; Ollier, W.; Dixey, J.; Early Rheumatoid Arthritis Study Group (ERAS), U.K. Orthopaedic intervention in early rheumatoid arthritis. Occurrence and predictive factors in an inception cohort of 1064 patients followed for 5 years. Rheumatology 2004, 43, 369–376. [Google Scholar] [CrossRef]
- Fitzcharles, M.A.; Ste-Marie, P.A.; Gamsa, A.; Ware, M.A.; Shir, Y. Opioid use, misuse, and abuse in patients labeled as fibromyalgia. Am. J. Med. 2011, 124, 955–960. [Google Scholar] [CrossRef]
- Chandrashekara, S. The treatment strategies of autoimmune disease may need a different approach from conventional protocol: A review. Indian J. Pharm. 2012, 44, 665–671. [Google Scholar] [CrossRef]
- Owens, G.M. Economic burden of multiple sclerosis and the role of managed sare organizations in multiple sclerosis management. Am. J. Manag. Care 2016, 22, s151–s158. [Google Scholar]
- Mehta, F. Report: Economic implications of inflammatory bowel disease and its management. Am. J. Manag. Care 2016, 22, s51–s60. [Google Scholar]
- Ollendorf, D.A.; Chapman, R.; Pearson, S.D.; Kumar, V.; Agboola, F.; Synnott, P.; Liu, S.; Segel, C.; Khan, S.; Campbell, J.; et al. Targeted Immune Modulators for Rheumatoid Arthritis: Effectiveness & Value; Institute for Clinical and Economic Review, Comparative Effectiveness Public Advisory Council: Boston, MA USA, 2017; p. 569. [Google Scholar]
- Vangeli, E.; Bakhshi, S.; Baker, A.; Fisher, A.; Bucknor, D.; Mrowietz, U.; Östör, A.J.; Peyrin-Biroulet, L.; Lacerda, A.P.; Weinman, J. A Systematic Review of Factors Associated with Non-Adherence to Treatment for Immune-Mediated Inflammatory Diseases. Adv. Ther. 2015, 32, 983–1028. [Google Scholar] [CrossRef]
- Park, K.T.; Colletti, R.B.; Rubin, D.T.; Sharma, B.K.; Thompson, A.; Krueger, A. Health Insurance Paid Costs and Drivers of Costs for Patients With Crohn’s Disease in the United States. Am. J. Gastroenterol. 2016, 111, 15–23. [Google Scholar] [CrossRef]
- Cohen, R.D.; Yu, A.P.; Wu, E.Q.; Xie, J.; Mulani, P.M.; Chao, J. Systematic review: The costs of ulcerative colitis in Western countries. Aliment Pharm. Ther. 2010, 31, 693–707. [Google Scholar] [CrossRef] [PubMed]
- Lee, J.; Pelkey, R.; Gubitosa, J.; Henrick, M.F.; Ganz, M.L. Comparing Healthcare Costs Associated with Oral and Subcutaneous Methotrexate or Biologic Therapy for Rheumatoid Arthritis in the United States. Am. Health Drug Benefits 2017, 10, 42–49. [Google Scholar]
- Cappelleri, J.C.; Bushmakin, A.G.; Zlateva, G.; Chandran, A. Estimating the economic benefits of positive shifts in fibromyalgia severity: An exploratory analysis based on modeling of clinical trial data of pregabalin. J. Med. Econ. 2013, 16, 55–61. [Google Scholar] [CrossRef] [PubMed]
- Longstreth, G.F.; Wilson, A.; Knight, K.; Wong, J.; Chiou, C.F.; Barghout, V.; Frech, F.; Ofman, J.J. Irritable bowel syndrome, health care use, and costs: A U.S. managed care perspective. Am. J. Gastroenterol. 2003, 98, 600–607. [Google Scholar] [CrossRef]
- Hresko, A.; Lin, T.C.; Solomon, D.H. Medical Care Costs Associated With Rheumatoid Arthritis in the US: A Systematic Literature Review and Meta-Analysis. Arthritis Care Res. 2018, 70, 1431–1438. [Google Scholar] [CrossRef] [PubMed]
- Yu, H.; MacIsaac, D.; Wong, J.J.; Sellers, Z.M.; Wren, A.A.; Bensen, R.; Kin, C.; Park, K.T. Market share and costs of biologic therapies for inflammatory bowel disease in the USA. Aliment Pharm. Ther. 2018, 47, 364–370. [Google Scholar] [CrossRef]
- Jalal, H.; O’Dell, J.R.; Bridges, S.L.; Cofield, S.; Curtis, J.R.; Mikuls, T.R.; Moreland, L.W.; Michaud, K. Cost-Effectiveness of Triple Therapy Versus Etanercept Plus Methotrexate in Early Aggressive Rheumatoid Arthritis. Arthritis Care Res. 2016, 68, 1751–1757. [Google Scholar] [CrossRef] [PubMed]
- Ricci, J.-F.; Jhingran, P.; McLaughlin, T.; Carter, E.G. Costs of Care for Irritable Bowel Syndrome in Managed Care. J. Clin. Outcomes Manag. 2000, 7, 23–28. [Google Scholar]
- Waljee, J.; Zhong, L.; Baser, O.; Yuce, H.; Fox, D.A.; Chung, K.C. The incidence of upper and lower extremity surgery for rheumatoid arthritis among Medicare beneficiaries. J. Bone Jt. Surg. Am. 2015, 97, 403–410. [Google Scholar] [CrossRef] [PubMed]
- Rice, J.B.; White, A.G.; Birnbaum, H.G.; Schiller, M.; Brown, D.A.; Roland, C.L. A model to identify patients at risk for prescription opioid abuse, dependence, and misuse. Pain Med. 2012, 13, 1162–1173. [Google Scholar] [CrossRef] [PubMed]
- Molloy, I.B.; Martin, B.I.; Moschetti, W.E.; Jevsevar, D.S. Effects of the Length of Stay on the Cost of Total Knee and Total Hip Arthroplasty from 2002 to 2013. J. Bone Jt. Surg. Am. 2017, 99, 402–407. [Google Scholar] [CrossRef]
- Mao, E.J.; Hazlewood, G.S.; Kaplan, G.G.; Peyrin-Biroulet, L.; Ananthakrishnan, A.N. Systematic review with meta-analysis: Comparative efficacy of immunosuppressants and biologics for reducing hospitalisation and surgery in Crohn’s disease and ulcerative colitis. Aliment Pharm. Ther. 2017, 45, 3–13. [Google Scholar] [CrossRef]
- Young, B.L.; Watson, S.L.; Perez, J.L.; McGwin, G.; Singh, J.A.; Ponce, B.A. Trends in Joint Replacement Surgery in Patients with Rheumatoid Arthritis. J. Rheumatol. 2018, 45, 158–164. [Google Scholar] [CrossRef] [PubMed]
- Bonafede, M.; Johnson, B.H.; Tang, D.H.; Harrison, D.J.; Stolshek, B.S. Compliance and Cost of Biologic Therapies for Rheumatoid Arthritis. Am. J. Pharm. Benefits 2017, 9, 84–90. [Google Scholar]
- Zhao, Y.; Chen, S.Y.; Wu, N.; Fraser, K.A.; Boulanger, L. Medication adherence and healthcare costs among fibromyalgia patients treated with duloxetine. Pain Pract. 2011, 11, 381–391. [Google Scholar] [CrossRef]
- Hartung, D.M.; Bourdette, D.N.; Ahmed, S.M.; Whitham, R.H. The cost of multiple sclerosis drugs in the US and the pharmaceutical industry: Too big to fail? Neurology 2015, 84, 2185–2192. [Google Scholar] [CrossRef]
- Menzin, J.; Caon, C.; Nichols, C.; White, L.A.; Friedman, M.; Pill, M.W. Narrative review of the literature on adherence to disease-modifying therapies among patients with multiple sclerosis. J. Manag. Care Pharm. 2013, 19, S24–S40. [Google Scholar] [CrossRef] [PubMed]
- Gaetani, L.; Prosperini, L.; Mancini, A.; Eusebi, P.; Cerri, M.C.; Pozzilli, C.; Calabresi, P.; Sarchielli, P.; Di Filippo, M. 2017 revisions of McDonald criteria shorten the time to diagnosis of multiple sclerosis in clinically isolated syndromes. J. Neurol. 2018, 265, 2684–2687. [Google Scholar] [CrossRef]
- Mariotto, A.B.; Yabroff, K.R.; Shao, Y.; Feuer, E.J.; Brown, M.L. Projections of the cost of cancer care in the United States: 2010–2020. J. Natl. Cancer Inst. 2011, 103, 117–128. [Google Scholar] [CrossRef] [PubMed]
- Guarascio, A.J.; Ray, S.M.; Finch, C.K.; Self, T.H. The clinical and economic burden of chronic obstructive pulmonary disease in the USA. Clin. Outcomes Res. 2013, 5, 235–245. [Google Scholar] [CrossRef]
- Feldman, B. Reversing the Invisible Epidemic of Autoimmune Disease. Available online: https://drbonnie360.com/resources/reversing-the-invisible-epidemic-of-autoimmune-disease/ (accessed on 5 March 2019).
Inflammatory Diseases | Chronic Syndromes | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Statistic Description | MS | IBD (UC + CD) | RA | FMS | IBS | |||||
Ref. | Ref. | Ref. | Ref. | Ref. | ||||||
Disease Prevalence | 0.3% | [15] | 0.5% | [18] | 0.5% | [19] | 2.0% | [20] | 15.0% | [21] |
Disease Incidence | 0.005% | [17] | 0.02% | [22] | 0.04% | [23] | 1.8% | [24] | 6.7% | [21] |
Average Misdiagnosis | 10.0% | [25] | 23.5% | [26] | 0.1% | [27] | 75.0% | [28] | 11% | [29] |
Inflammatory Diseases | Chronic Syndromes | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Direct Costs Variable Inputs | MS | IBD (UC + CD) | RA | FMS | IBS | ||||||
Ref. | Ref. | Ref. | Ref. | Ref. | |||||||
All direct costs without condition specific treatment (avg.) | b | $16,301 | [41] | $7570 | [167,168] | $10,060 | [169] | $4809 | [170] | $4565 | [171] |
All direct costs with condition specific average treatment (avg.) | i1 | $41,157 | [41] | $18,512 | [164] | $13,255 | [172] | $6239 | [20] | $5103 | [171] |
All direct costs with most cost effective condition specific treatment (avg.) | i2 | $26,397 | [41] | $10,191 | [173] | $11,038 | [174] | $5349 | [20] | N/A | |
All direct costs when treated—Low Severity (avg.) | PL | $31,477 | [41,163] | $14,046 | [164] | $4430 | [165] | $5349 | [20] | $490 | [175] |
All direct costs when treated—High Severity (avg.) | PH | $104,924 | [41,163] | $31,060 | [164] | $35,695 | [165] | $10,269 | [20] | $12,999 | [175] |
Incremental disease progression ‡ | ΔP | $73,447 | * | $17,014 | * | $31,498 | * | $4920 | * | $11,809 | * |
Assumed disease progression years † | t | 10 | † | 10 | † | 10 | 10 | † | 10 | † | |
Adverse event probability without condition specific treatment (avg.) | E | 75.00% | [41] | 60.00% | [164] | 2.00% | [176] | 0.78% | [177] | N/A | |
Adverse event cost (avg.) | c | $18,177 | [50] | $38,333 | [164] | $25,173 | [178] | $23,018 | [177] | N/A | |
Adverse event probability with average condition specific treatment (avg.) | e | 61.00% | [41] | 50.00% | [179] | 1.00% | [180] | 0.74% | [177] | N/A | |
Treatment adherence savings (avg.) | a | $6162 | [43] | $9792 | [164] | $8622 | [181] | $1451 | [182] | N/A |
Inflammatory Diseases | Chronic Syndromes | ||||
---|---|---|---|---|---|
Direct Costs Calculation Results | MS | IBD (UC + CD) | RA | FMS | IBS |
Factor 1 − Average scenario (b − i1) | $(24,856) | $(10,942) | $(3195) | $(1430) | $(539) |
Factor 1 − Best case Scenario (b − i2) | $(10,096) | $(2621) | $(978) | $(540) | N/A |
Factor 2 (ΔP/t) | $7345 | $1701 | $3129 | $492 | $1181 |
Factor 3 (E − e) × c | $2544 | $3833 | $251 | $9 | N/A |
Factor 4 (a) | $6162 | $9792 | $8622 | $1451 | N/A |
Calc. Result − Average scenario (i = i1) | $(8805) | $4385 | $8808 | $522 | $642 |
Calc. Result − Best case scenario (i = i2) | $5955 | $12,706 | $11,025 | $1412 | N/A |
Inflammatory Diseases | Chronic Syndromes | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Direct Costs Calculation Results | MS | IBD (UC + CD) | RA | FMS | IBS | |||||
Savings Factors | $ | % of total | $ | % of total | $ | % of total | $ | % of total | $ | % of total |
Factor 2 (ΔP/t) | $7345 | 46% | $1701 | 11% | $3129 | 26% | $492 | 25% | $1181 | 100% |
Factor 3 (E − e) × c | $2544 | 16% | $3833 | 25% | $251 | 2% | $9 | 0% | N/A | N/A |
Factor 4 (a) | $6162 | 38% | $9792 | 64% | $8622 | 72% | $1451 | 75% | N/A | N/A |
Total Potential Savings | $16,051 | $15,326 | $12,002 | $1952 | $1181 |
© 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Wylezinski, L.S.; Gray, J.D.; Polk, J.B.; Harmata, A.J.; Spurlock, C.F., III. Illuminating an Invisible Epidemic: A Systemic Review of the Clinical and Economic Benefits of Early Diagnosis and Treatment in Inflammatory Disease and Related Syndromes. J. Clin. Med. 2019, 8, 493. https://doi.org/10.3390/jcm8040493
Wylezinski LS, Gray JD, Polk JB, Harmata AJ, Spurlock CF III. Illuminating an Invisible Epidemic: A Systemic Review of the Clinical and Economic Benefits of Early Diagnosis and Treatment in Inflammatory Disease and Related Syndromes. Journal of Clinical Medicine. 2019; 8(4):493. https://doi.org/10.3390/jcm8040493
Chicago/Turabian StyleWylezinski, Lukasz S., Jamieson D. Gray, Julia B. Polk, Andrew J. Harmata, and Charles F. Spurlock, III. 2019. "Illuminating an Invisible Epidemic: A Systemic Review of the Clinical and Economic Benefits of Early Diagnosis and Treatment in Inflammatory Disease and Related Syndromes" Journal of Clinical Medicine 8, no. 4: 493. https://doi.org/10.3390/jcm8040493
APA StyleWylezinski, L. S., Gray, J. D., Polk, J. B., Harmata, A. J., & Spurlock, C. F., III. (2019). Illuminating an Invisible Epidemic: A Systemic Review of the Clinical and Economic Benefits of Early Diagnosis and Treatment in Inflammatory Disease and Related Syndromes. Journal of Clinical Medicine, 8(4), 493. https://doi.org/10.3390/jcm8040493