Risk of New-Onset Diabetes Mellitus Associated with Antirheumatic Drugs in Patients with Rheumatoid Arthritis: A Nationwide Population Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Source
2.2. Study Population
2.3. Case and Control Definition
2.4. Exposure Measurement
2.5. Confounding Variables
2.6. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Gabriel, S.E. Cardiovascular morbidity and mortality in rheumatoid arthritis. Am. J. Med. 2008, 121, S9–S14. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Solomon, D.H.; Karlson, E.W.; Rimm, E.B.; Cannuscio, C.C.; Mandl, L.A.; Manson, J.E.; Stampfer, M.J.; Curhan, G.C. Cardiovascular morbidity and mortality in women diagnosed with rheumatoid arthritis. Circulation 2003, 107, 1303–1307. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Avina-Zubieta, J.A.; Thomas, J.; Sadatsafavi, M.; Lehman, A.J.; Lacaille, D. Risk of incident cardiovascular events in patients with rheumatoid arthritis: A meta-analysis of observational studies. Ann. Rheum. Dis. 2012, 71, 1524–1529. [Google Scholar] [CrossRef] [PubMed]
- Harding, J.L.; Pavkov, M.E.; Magliano, D.J.; Shaw, J.E.; Gregg, E.W. Global trends in diabetes complications: A review of current evidence. Diabetologia 2019, 62, 3–16. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lee, Y.H.; Song, G.G. Causal Association between Rheumatoid Arthritis with the Increased Risk of Type 2 Diabetes: A Mendelian Randomization Analysis. J. Rheum. Dis. 2019, 26, 131–136. [Google Scholar] [CrossRef] [Green Version]
- Dal Canto, E.; Ceriello, A.; Ryden, L.; Ferrini, M.; Hansen, T.B.; Schnell, O.; Standl, E.; Beulens, J.W. Diabetes as a cardiovascular risk factor: An overview of global trends of macro and micro vascular complications. Eur. J. Prev. Cardiol. 2019, 26, 25–32. [Google Scholar] [CrossRef] [Green Version]
- Ozen, G.; Pedro, S.; Michaud, K. The Risk of Cardiovascular Events Associated With Disease-modifying Antirheumatic Drugs in Rheumatoid Arthritis. J. Rheumatol. 2021, 48, 648–655. [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 Rheumatol. 2009, 61, 1571–1579. [Google Scholar] [CrossRef]
- Albrecht, K.; Luque Ramos, A.; Hoffmann, F.; Redeker, I.; Zink, A. High prevalence of diabetes in patients with rheumatoid arthritis: Results from a questionnaire survey linked to claims data. Rheumatology 2018, 57, 329–336. [Google Scholar] [CrossRef] [Green Version]
- Tian, Z.; McLaughlin, J.; Verma, A.; Chinoy, H.; Heald, A.H. The relationship between rheumatoid arthritis and diabetes mellitus: A systematic review and meta-analysis. Cardiovasc. Endocrinol. Metab. 2021, 10, 125–131. [Google Scholar] [CrossRef]
- Lillegraven, S.; Greenberg, J.D.; Reed, G.W.; Saunders, K.; Curtis, J.R.; Harrold, L.; Hochberg, M.C.; Pappas, D.A.; Kremer, J.M.; Solomon, D.H. Immunosuppressive treatment and the risk of diabetes in rheumatoid arthritis. PLoS ONE 2019, 14, e0210459. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Dubreuil, M.; Rho, Y.H.; Man, A.; Zhu, Y.; Zhang, Y.; Love, T.J.; Ogdie, A.; Gelfand, J.M.; Choi, H.K. Diabetes incidence in psoriatic arthritis, psoriasis and rheumatoid arthritis: A UK population-based cohort study. Rheumatology 2014, 53, 346–352. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wasko, M.C.; Kay, J.; Hsia, E.C.; Rahman, M.U. Diabetes mellitus and insulin resistance in patients with rheumatoid arthritis: Risk reduction in a chronic inflammatory disease. Arthritis Care Res. 2011, 63, 512–521. [Google Scholar] [CrossRef] [PubMed]
- Baker, J.F.; England, B.R.; George, M.; Cannon, G.; Sauer, B.; Ogdie, A.; Hamilton, B.C.; Hunter, C.; Duryee, M.J.; Thiele, G.; et al. Disease activity, cytokines, chemokines and the risk of incident diabetes in rheumatoid arthritis. Ann. Rheum. Dis. 2021, 80, 566–572. [Google Scholar] [CrossRef]
- Solomon, D.H.; Massarotti, E.; Garg, R.; Liu, J.; Canning, C.; Schneeweiss, S. Association between disease-modifying antirheumatic drugs and diabetes risk in patients with rheumatoid arthritis and psoriasis. JAMA 2011, 305, 2525–2531. [Google Scholar] [CrossRef] [Green Version]
- Xie, W.; Yang, X.; Ji, L.; Zhang, Z. Incident diabetes associated with hydroxychloroquine, methotrexate, biologics and glucocorticoids in rheumatoid arthritis: A systematic review and meta-analysis. Semin. Arthritis Rheum. 2020, 50, 598–607. [Google Scholar] [CrossRef]
- Rekedal, L.R.; Massarotti, E.; Garg, R.; Bhatia, R.; Gleeson, T.; Lu, B.; Solomon, D.H. Changes in glycosylated hemoglobin after initiation of hydroxychloroquine or methotrexate treatment in diabetes patients with rheumatic diseases. Arthritis Rheum. 2010, 62, 3569–3573. [Google Scholar] [CrossRef] [Green Version]
- Ozen, G.; Pedro, S.; Holmqvist, M.E.; Avery, M.; Wolfe, F.; Michaud, K. Risk of diabetes mellitus associated with disease-modifying antirheumatic drugs and statins in rheumatoid arthritis. Ann. Rheum Dis. 2017, 76, 848–854. [Google Scholar] [CrossRef]
- Antohe, J.L.; Bili, A.; Sartorius, J.A.; Kirchner, H.L.; Morris, S.J.; Dancea, S.; Wasko, M.C. Diabetes mellitus risk in rheumatoid arthritis: Reduced incidence with anti-tumor necrosis factor alpha therapy. Arthritis Care Res. 2012, 64, 215–221. [Google Scholar] [CrossRef]
- Kim, J.A.; Yoon, S.; Kim, L.Y.; Kim, D.S. Towards Actualizing the Value Potential of Korea Health Insurance Review and Assessment (HIRA) Data as a Resource for Health Research: Strengths, Limitations, Applications, and Strategies for Optimal Use of HIRA Data. J. Korean Med. Sci. 2017, 32, 718–728. [Google Scholar] [CrossRef]
- Villeneuve, E.; Nam, J.; Emery, P. 2010 ACR-EULAR classification criteria for rheumatoid arthritis. Rev. Bras. Reumatol. 2010, 50, 481–483. [Google Scholar] [PubMed]
- Charlson, M.E.; Pompei, P.; Ales, K.L.; MacKenzie, C.R. A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. J. Chronic. Dis. 1987, 40, 373–383. [Google Scholar] [CrossRef]
- Movahedi, M.; Beauchamp, M.E.; Abrahamowicz, M.; Ray, D.W.; Michaud, K.; Pedro, S.; Dixon, W.G. Risk of Incident Diabetes Mellitus Associated With the Dosage and Duration of Oral Glucocorticoid Therapy in Patients With Rheumatoid Arthritis. Arthritis Rheumatol. 2016, 68, 1089–1098. [Google Scholar] [CrossRef] [PubMed]
- Wang, K.L.; Liu, C.J.; Chao, T.F.; Huang, C.M.; Wu, C.H.; Chen, S.J.; Chen, T.J.; Lin, S.J.; Chiang, C.E. Statins, risk of diabetes, and implications on outcomes in the general population. J. Am. Coll. Cardiol. 2012, 60, 1231–1238. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Banerjee, Y. Is prolong use of statins associated with increase in the risk of diabetes? J. Am. Coll. Cardiol. 2013, 61, 989. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wasko, M.C.; McClure, C.K.; Kelsey, S.F.; Huber, K.; Orchard, T.; Toledo, F.G. Antidiabetogenic effects of hydroxychloroquine on insulin sensitivity and beta cell function: A randomised trial. Diabetologia 2015, 58, 2336–2343. [Google Scholar] [CrossRef] [Green Version]
- van Halm, V.P.; Nurmohamed, M.T.; Twisk, J.W.; Dijkmans, B.A.; Voskuyl, A.E. Disease-modifying antirheumatic drugs are associated with a reduced risk for cardiovascular disease in patients with rheumatoid arthritis: A case control study. Arthritis Res. Ther. 2006, 8, R151. [Google Scholar] [CrossRef] [Green Version]
- Ridker, P.M.; Everett, B.M.; Pradhan, A.; MacFadyen, J.G.; Solomon, D.H.; Zaharris, E.; Mam, V.; Hasan, A.; Rosenberg, Y.; Iturriaga, E.; et al. Low-Dose Methotrexate for the Prevention of Atherosclerotic Events. N. Engl. J. Med. 2019, 380, 752–762. [Google Scholar] [CrossRef]
- Baghdadi, L.R. Effect of methotrexate use on the development of type 2 diabetes in rheumatoid arthritis patients: A systematic review and meta-analysis. PLoS ONE 2020, 15, e0235637. [Google Scholar] [CrossRef]
- Haas, R.M.; Li, P.; Chu, J.W. Glucose-lowering effects of sulfasalazine in type 2 diabetes. Diabetes Care 2005, 28, 2238–2239. [Google Scholar] [CrossRef] [Green Version]
- Chen, J.; Sun, J.; Doscas, M.E.; Ye, J.; Williamson, A.J.; Li, Y.; Li, Y.; Prinz, R.A.; Xu, X. Control of hyperglycemia in male mice by leflunomide: Mechanisms of action. J. Endocrinol. 2018, 237, 43–58. [Google Scholar] [CrossRef] [Green Version]
- Montero, N.; Pascual, J. Immunosuppression and Post-transplant Hyperglycemia. Curr Diabetes Rev. 2015, 11, 144–154. [Google Scholar] [CrossRef] [PubMed]
- Kawai, S.; Hashimoto, H.; Kondo, H.; Murayama, T.; Kiuchi, T.; Abe, T. Comparison of tacrolimus and mizoribine in a randomized, double-blind controlled study in patients with rheumatoid arthritis. J. Rheumatol. 2006, 33, 2153–2161. [Google Scholar] [PubMed]
- Dutta, S.; Ahmad, Y. The efficacy and safety of tacrolimus in rheumatoid arthritis. Ther. Adv. Musculoskelet. Dis. 2011, 3, 283–291. [Google Scholar] [CrossRef] [Green Version]
- Lee, W.S.; Lee, S.I.; Lee, M.S.; Kim, S.I.; Lee, S.S.; Yoo, W.H. Efficacy and safety of low-dose tacrolimus for active rheumatoid arthritis with an inadequate response to methotrexate. Korean J. Intern. Med. 2016, 31, 779–787. [Google Scholar] [CrossRef] [Green Version]
- Lin, C.; Ji, H.; Cai, X.; Yang, W.; Lv, F.; Ji, L. The association between the biological disease-modifying anti-rheumatic drugs and the incidence of diabetes: A systematic review and meta-analysis. Pharmacol. Res. 2020, 161, 105216. [Google Scholar] [CrossRef] [PubMed]
Characteristic | Case a (n = 3772) | Control a (n = 14,830) | SMD | p Value |
---|---|---|---|---|
Sex, female no. (%) | 2928 (77.6) | 11,526 (77.7) | 0.00 | NE |
Age at RA diagnosis, mean ± SD, years | 60.2 ± 11.0 | 59.9 ± 10.9 | 0.02 | NE |
Age at index b mean ± SD, years | 62.3 ± 10.9 | 62.1 ± 10.9 | 0.02 | NE |
Comorbidities, no. (%) | ||||
Essential hypertension | 2012 (53.3) | 5027 (33.9) | 0.40 | <0.001 |
Hypercholesterolemia | 479 (12.7) | 1210 (8.2) | 0.15 | <0.001 |
Ischemic heart disease | 347 (9.2) | 619 (4.2) | 0.20 | <0.001 |
Carotid stenosis | 28 (0.7) | 63 (0.4) | 0.04 | 0.014 |
Asthma | 508 (13.5) | 1198 (8.1) | 0.17 | <0.001 |
COPD | 121 (3.2) | 253 (1.7) | 0.10 | <0.001 |
Ischemic stroke | 166 (4.4) | 414 (2.8) | 0.09 | <0.001 |
Chronic kidney disease | 42 (1.1) | 88 (0.6) | 0.06 | 0.001 |
CCI score c, mean ± SD | 1.0 ± 1.1 | 0.7 ± 0.9 | 0.34 | <0.001 |
0 | 1425 (37.8) | 7740 (52.2) | ||
1–2 | 1983 (52.6) | 6443 (43.4) | ||
3–4 | 325 (8.6) | 591 (4.0) | ||
≥5 | 39 (1.0) | 56 (0.4) | ||
Medications (ever use within a year), n (%) | ||||
Statins | 1466 (38.9) | 3224 (21.7) | 0.379 | <0.001 |
Corticosteroids | 1461 (38.7) | 3211 (21.6) | 0.379 | <0.001 |
cDMARDs d | 3515 (93.2) | 13,401 (90.4) | 0.103 | <0.001 |
Any TNFi | 199 (5.3) | 971 (6.5) | 0.054 | 0.004 |
Non-TNFi | 59 (1.6) | 203 (1.4) | 0.016 | 0.406 |
tsDMARDs | 13 (0.3) | 25 (0.2) | 0.035 | 0.052 |
Case a (n = 3772) | Control a (n = 14,830) | Unadjusted OR (95% CI) | p Value | Adjusted b OR (95% CI) | p Value | |
---|---|---|---|---|---|---|
Use of statins within a year | 1466 (38.9) | 3224 (21.7) | 2.37 (2.19–2.56) | <0.001 | 2.17 (2.00–2.35) | <0.001 |
Cumulative corticosteroids dose within a year | ||||||
0–7 mg (1st quintile) | 454 (12.0) | 3283 (22.1) | 1.00 | 1.00 | ||
7.5–78.3 mg (2nd quintile) | 604 (16.0) | 3098 (20.9) | 1.44 (1.26–1.64) | <0.001 | 1.32 (1.16–1.51) | <0.001 |
78.5–192 mg (3rd quintile) | 716 (19.0) | 3014 (20.3) | 1.78 (1.56–2.02) | <0.001 | 1.62 (1.42–1.85) | <0.001 |
192.3–335 mg (4th quintile) | 814 (21.6) | 2901 (19.6) | 2.09 (1.84–2.37) | <0.001 | 1.92 (1.69–2.18) | <0.001 |
335.5–6681.8 mg (5th quintile) | 1184 (31.4) | 2534 (17.1) | 3.55 (3.14–4.02) | <0.001 | 3.20 (2.82–3.62) | <0.001 |
Case a (n = 3772) | Control a (n = 14,830) | Unadjusted OR (95% CI) | p Value | Adjusted b OR (95% CI) | p Value | |
---|---|---|---|---|---|---|
Hydroxychloroquine | 1497 (39.7) | 6370 (43.0) | 0.87 (0.80–0.93) | <0.001 | 0.87 (0.81–0.94) | 0.001 |
Methotrexate | 2577 (68.3) | 10,210 (68.8) | 0.98 (0.90–1.06) | 0.594 | 0.84 (0.78–0.92) | <0.001 |
Leflunomide | 1230 (32.6) | 3881 (26.2) | 1.38 (1.28–1.50) | <0.001 | 1.10 (1.02–1.20) | 0.020 |
Sulfasalazine | 695 (18.4) | 2616 (17.6) | 1.05 (0.96–1.16) | 0.270 | 1.03 (0.93–1.13) | 0.608 |
Tacrolimus | 416 (11.0) | 986 (6.6) | 1.76 (1.56–1.99) | <0.001 | 1.51 (1.33–1.71) | <0.001 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 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 (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Nam, S.H.; Kim, M.; Kim, Y.-J.; Ahn, S.M.; Hong, S.; Lee, C.-K.; Yoo, B.; Oh, J.-S.; Kim, Y.-G. Risk of New-Onset Diabetes Mellitus Associated with Antirheumatic Drugs in Patients with Rheumatoid Arthritis: A Nationwide Population Study. J. Clin. Med. 2022, 11, 2109. https://doi.org/10.3390/jcm11082109
Nam SH, Kim M, Kim Y-J, Ahn SM, Hong S, Lee C-K, Yoo B, Oh J-S, Kim Y-G. Risk of New-Onset Diabetes Mellitus Associated with Antirheumatic Drugs in Patients with Rheumatoid Arthritis: A Nationwide Population Study. Journal of Clinical Medicine. 2022; 11(8):2109. https://doi.org/10.3390/jcm11082109
Chicago/Turabian StyleNam, So Hye, Minju Kim, Ye-Jee Kim, Soo Min Ahn, Seockchan Hong, Chang-Keun Lee, Bin Yoo, Ji-Seon Oh, and Yong-Gil Kim. 2022. "Risk of New-Onset Diabetes Mellitus Associated with Antirheumatic Drugs in Patients with Rheumatoid Arthritis: A Nationwide Population Study" Journal of Clinical Medicine 11, no. 8: 2109. https://doi.org/10.3390/jcm11082109
APA StyleNam, S. H., Kim, M., Kim, Y.-J., Ahn, S. M., Hong, S., Lee, C.-K., Yoo, B., Oh, J.-S., & Kim, Y.-G. (2022). Risk of New-Onset Diabetes Mellitus Associated with Antirheumatic Drugs in Patients with Rheumatoid Arthritis: A Nationwide Population Study. Journal of Clinical Medicine, 11(8), 2109. https://doi.org/10.3390/jcm11082109