| Literature DB >> 32914050 |
Sarah K Chen1,2, Hemin Lee1, Yinzhu Jin1, Jun Liu1, Seoyoung C Kim1,2.
Abstract
OBJECTIVES: Given that RA treatment might affect the severity of diabetes mellitus (DM), we compared the risk of DM treatment intensification in patients with both RA and DM newly initiating a biologic DMARD or tofacitinib.Entities:
Keywords: biologic drug; diabetes; rheumatoid arthritis
Year: 2020 PMID: 32914050 PMCID: PMC7474857 DOI: 10.1093/rap/rkaa027
Source DB: PubMed Journal: Rheumatol Adv Pract ISSN: 2514-1775
. 1Flow diagram of cohort selection
Baseline characteristics for patients with RA and diabetes mellitus by cohort status
| Characteristic | Abatacept ( | TNFi ( |
| Rituximab ( |
| Tocilizumab ( |
| Tofacitinib ( |
|
|---|---|---|---|---|---|---|---|---|---|
| Age, mean ( | 58.45 (10.26) | 56.71 (10.41) | 0.17 | 58.09 (10.75) | 0.03 | 57.61 (10.07) | 0.08 | 58.03 (9.71) | 0.04 |
| Female, % | 78.0 | 71.5 | 0.15 | 75.7 | 0.05 | 78.9 | 0.02 | 77.0 | 0.02 |
| Type 1 DM, % | 21.4 | 21.0 | 0.01 | 24.4 | 0.07 | 21.6 | 0.00 | 20.0 | 0.03 |
| Co-morbid conditions | |||||||||
| Smoking, % | 13.5 | 13.6 | 0.00 | 15.4 | 0.05 | 13.2 | 0.01 | 12.9 | 0.02 |
| Obesity, % | 18.4 | 18.5 | 0.00 | 21.0 | 0.07 | 24.9 | 0.16 | 25.2 | 0.17 |
| Alcoholism, % | 0.6 | 0.7 | 0.01 | 0.6 | 0.00 | 0.8 | 0.02 | 1.0 | 0.04 |
| Hyperlipidaemia, % | 57.3 | 56.9 | 0.01 | 58.3 | 0.02 | 65.2 | 0.16 | 67.4 | 0.21 |
| Hypertension, % | 70.3 | 67.2 | 0.07 | 72.4 | 0.05 | 72.6 | 0.05 | 73.5 | 0.07 |
| Myocardial infarction, % | 3.1 | 2.4 | 0.04 | 4.5 | 0.07 | 2.8 | 0.02 | 3.9 | 0.04 |
| Heart failure, % | 10.2 | 5.9 | 0.16 | 13.4 | 0.10 | 8.6 | 0.05 | 7.4 | 0.10 |
| Cerebrovascular accident, % | 4.2 | 3.6 | 0.03 | 5.4 | 0.06 | 5.3 | 0.05 | 4.3 | 0.00 |
| Renal disease, % | 9.4 | 7.5 | 0.07 | 12.1 | 0.09 | 10.8 | 0.05 | 11.2 | 0.06 |
| Pulmonary disease, % | 26.3 | 22.7 | 0.08 | 32.3 | 0.13 | 26.2 | 0.00 | 25.4 | 0.02 |
| Liver disease, % | 10.0 | 9.0 | 0.03 | 11.2 | 0.04 | 11.7 | 0.05 | 11.0 | 0.03 |
| Hypothyroidism, % | 21.2 | 19.5 | 0.04 | 22.4 | 0.03 | 24.1 | 0.07 | 27.6 | 0.15 |
| Psychiatric disease, % | 23.8 | 21.1 | 0.06 | 23.5 | 0.01 | 25.7 | 0.04 | 24.0 | 0.00 |
| Co-morbidity index score, mean ( | 3.06 (1.26) | 2.86 (1.16) | 0.17 | 3.25 (1.46) | 0.14 | 3.05 (1.27) | 0.01 | 3.07 (1.33) | 0.01 |
| Health-care utilization | |||||||||
| Ordered HbA1c, % | 71.3 | 75.4 | 0.09 | 71.6 | 0.01 | 76.7 | 0.12 | 75.9 | 0.10 |
| Ordered CRP, % | 56.7 | 62.3 | 0.11 | 59.1 | 0.05 | 68.3 | 0.24 | 64.0 | 0.15 |
| Ordered creatinine, % | 82.1 | 85.0 | 0.08 | 85.3 | 0.09 | 87.0 | 0.14 | 83.8 | 0.05 |
| ED visit, % | 40.0 | 38.1 | 0.04 | 45.4 | 0.11 | 41.0 | 0.02 | 36.3 | 0.08 |
| Hospitalization, % | 25.1 | 20.8 | 0.10 | 34.0 | 0.20 | 21.6 | 0.08 | 18.5 | 0.16 |
| PCP visits, | 8.49 (10.15) | 7.59 (8.01) | 0.10 | 9.83 (12.25) | 0.12 | 8.37 (9.61) | 0.01 | 8.12 (9.83) | 0.04 |
| Rheumatologist visits, | 4.51 (5.03) | 3.32 (3.81) | 0.27 | 4.54 (5.87) | 0.01 | 5.73 (5.82) | 0.22 | 4.31 (4.41) | 0.04 |
| Endocrinologist visits, | 0.59 (1.97) | 0.55 (1.69) | 0.02 | 0.52 (1.61) | 0.04 | 0.69 (1.62) | 0.06 | 0.66 (1.61) | 0.06 |
| Any outpatient visits, | 17.96 (9.54) | 16.08 (8.76) | 0.21 | 18.61 (10.21) | 0.07 | 18.28 (9.08) | 0.03 | 16.50 (8.50) | 0.16 |
| Prescription drugs, | 21.04 (8.33) | 19.79 (8.20) | 0.15 | 21.14 (8.86) | 0.01 | 21.23 (7.92) | 0.02 | 20.81 (8.26) | 0.03 |
ASMD: absolute standardized mean difference, for which each drug group was compared with abatacept; DM: diabetes mellitus; ED: emergency department; HbA1c: glycosylated haemoglobin; PCP: primary care provider; TNFi: TNF inhibitor.
Baseline medications for patients with RA and diabetes mellitus by cohort status
| Medication | Abatacept ( | TNF inhibitor ( |
| Rituximab ( |
| Tocilizumab ( |
| Tofacitinib ( |
|
|---|---|---|---|---|---|---|---|---|---|
| Use of DMARDsb | |||||||||
| Abatacept, % | 0 | 2.9 | 0.24 | 16.9 | 0.64 | 31.5 | 0.96 | 18.9 | 0.68 |
| TNF inhibitor, % | 59.9 | 0 | 1.73 | 41.8 | 0.37 | 51.0 | 0.18 | 44.6 | 0.31 |
| Rituximab, % | 3.8 | 0.7 | 0.21 | 0 | 0.28 | 7.4 | 0.16 | 6.5 | 0.12 |
| Tocilizumab, % | 3.1 | 0.8 | 0.17 | 6.2 | 0.15 | 0 | 0.25 | 12.3 | 0.35 |
| Tofacitinib, % | 2.0 | 0.5 | 0.14 | 2.5 | 0.03 | 5.0 | 0.16 | 0 | 0.20 |
| HCQ, % | 23.0 | 25.7 | 0.06 | 22.8 | 0.00 | 21.5 | 0.04 | 20.8 | 0.05 |
| MTX, % | 55.5 | 71.0 | 0.33 | 51.4 | 0.08 | 53.2 | 0.05 | 50.6 | 0.10 |
| LEF, % | 21.0 | 16.1 | 0.13 | 18.1 | 0.07 | 21.0 | 0.00 | 23.0 | 0.05 |
| SSZ, % | 8.9 | 11.1 | 0.07 | 7.2 | 0.06 | 8.4 | 0.02 | 8.5 | 0.01 |
| Other DMARD, % | 8.1 | 5.1 | 0.12 | 14.0 | 0.19 | 9.6 | 0.05 | 7.3 | 0.03 |
| Previous use of biologic DMARD, | 0.81 (0.70) | 0.05 (0.24) | 1.45 | 0.73 (0.72) | 0.11 | 1.04 (0.69) | 0.33 | 0.93 (0.77) | 0.16 |
| Use of oral glucocorticoid | |||||||||
| Within 30 days, % | 43.8 | 39.8 | 0.08 | 52.6 | 0.18 | 44.3 | 0.01 | 45.6 | 0.04 |
| Within 365 days, % | 70.2 | 67.2 | 0.06 | 76.9 | 0.15 | 75.0 | 0.11 | 72.7 | 0.06 |
| Cumulative prednisone equivalent dose in 365 days, mean ( | 1600.3 (6320.2) | 1248.5 (5280.5) | 0.06 | 2135.0 (4324.2) | 0.10 | 1928.1 (4174.8) | 0.06 | 1604.0(4694.9) | 0.00 |
| Use of antidiabetics | |||||||||
| Biguanides, % | 64.5 | 68.2 | 0.08 | 59.2 | 0.11 | 63.6 | 0.02 | 67.4 | 0.06 |
| Sulfonylurea, % | 31.9 | 32.3 | 0.01 | 32.4 | 0.01 | 28.3 | 0.08 | 29.2 | 0.06 |
| Glitazones, % | 12.9 | 14.8 | 0.06 | 13.7 | 0.02 | 8.8 | 0.13 | 5.5 | 0.26 |
| DPP-4 inhibitor, % | 15.4 | 14.6 | 0.02 | 13.1 | 0.07 | 19.0 | 0.10 | 17.5 | 0.06 |
| GLP-1, % | 8.7 | 7.5 | 0.04 | 7.0 | 0.06 | 11.9 | 0.11 | 11.5 | 0.09 |
| SGLT-2, % | 2.1 | 2.4 | 0.02 | 1.8 | 0.02 | 3.3 | 0.07 | 5.5 | 0.18 |
| Meglitinides, % | 1.9 | 1.8 | 0.01 | 1.6 | 0.02 | 1.7 | 0.02 | 2.2 | 0.02 |
| AGI, % | 0.4 | 0.4 | 0.00 | 0.2 | 0.04 | 0.4 | 0.00 | 0.3 | 0.02 |
| Amylin analogue, % | 0.3 | 0.4 | 0.02 | 0.2 | 0.02 | 0.4 | 0.02 | 0.3 | 0.00 |
| Insulin, any, % | 39.4 | 36.4 | 0.06 | 44.1 | 0.10 | 42.7 | 0.07 | 35.0 | 0.09 |
| Insulin, bolus, % | 26.7 | 25.2 | 0.03 | 32.0 | 0.12 | 28.3 | 0.04 | 24.0 | 0.06 |
| Insulin, basal, % | 29.9 | 26.1 | 0.08 | 32.2 | 0.05 | 31.6 | 0.04 | 25.2 | 0.11 |
| Insulin, mixed, % | 2.0 | 2.1 | 0.01 | 2.0 | 0.00 | 1.6 | 0.03 | 0.8 | 0.10 |
| Other medications | |||||||||
| Statins, % | 57.2 | 56.7 | 0.01 | 54.2 | 0.06 | 60.9 | 0.08 | 62.2 | 0.10 |
| ACE/ARB, % | 65.1 | 65.7 | 0.01 | 65.7 | 0.01 | 63.5 | 0.03 | 68.9 | 0.08 |
| β-Blockers, % | 32.0 | 28.1 | 0.09 | 33.9 | 0.04 | 33.1 | 0.02 | 34.9 | 0.06 |
| Calcium channel blockers, % | 25.9 | 25.0 | 0.02 | 25.7 | 0.00 | 24.4 | 0.03 | 25.4 | 0.01 |
| Coxib, % | 10.0 | 11.4 | 0.05 | 11.4 | 0.05 | 10.0 | 0.00 | 8.7 | 0.04 |
| NSAIDs, % | 45.0 | 55.1 | 0.20 | 39.9 | 0.10 | 47.0 | 0.04 | 45.9 | 0.02 |
| Anticoagulants, % | 9.0 | 6.4 | 0.10 | 11.4 | 0.08 | 9.2 | 0.01 | 6.9 | 0.08 |
| Antiplatelets, % | 10.4 | 10.2 | 0.01 | 11.3 | 0.03 | 8.7 | 0.06 | 10.4 | 0.00 |
| Diuretics, % | 51.7 | 48.7 | 0.06 | 51.5 | 0.00 | 53.5 | 0.04 | 50.0 | 0.03 |
| Opioids, % | 80.0 | 75.7 | 0.10 | 81.4 | 0.04 | 80.4 | 0.01 | 76.7 | 0.08 |
DPP-4: dipeptidyl peptidase-4 inhibitor GLP-1: glucagonlike peptide–1 (GLP-1) agonists SGLT-2: sodium-glucose co-transporter-2 inhibitors AGI: alpha-glucosidase inhibitors ACE/ARB: angiotensin-converting enzyme inhibitors/angiotensin II receptor blockers Coxib: selective cox-2 inhibitors. aASMD: absolute standardized mean difference, for which each drug group was compared with abatacept. bPrior use of DMARDs was assessed during 365 days before the index date (excluding the index date).
Risk of diabetes treatment intensification and switching in study cohort initiating DMARD therapy
| Event | Patients ( | Events ( | Person-years ( | Incidence rate (95% CI) | HR1 (95% CI) | HR2 (95% CI) |
|---|---|---|---|---|---|---|
| All intensification events (insulin and non-insulin) | ||||||
| Abatacept | 1785 | 248 | 1264.3 | 196.2 (173.2, 222.2) | 1.0 (reference) | 1.0 (reference) |
| TNF inhibitors | 5953 | 875 | 4719.0 | 185.4 (173.5, 198.1) | 0.99 (0.86, 1.14) | 0.97 (0.82, 1.15) |
| Rituximab | 888 | 124 | 626.4 | 198.0 (166.0, 236.1) | 1.00 (0.81, 1.24) | 0.99 (0.79, 1.23) |
| Tocilizumab | 759 | 94 | 514.6 | 182.7 (149.2, 223.6) | 0.93 (0.73, 1.18) | 0.94 (0.74, 1.19) |
| Tofacitinib | 634 | 58 | 391.4 | 148.2 (114.6, 191.7) | 0.72 (0.54, 0.96) | 0.67 (0.50, 0.90) |
| Insulin intensification | ||||||
| Abatacept | 1785 | 102 | 1356.6 | 75.2 (61.9, 91.3) | 1.0 (reference) | 1.0 (reference) |
| TNF inhibitors | 5953 | 320 | 5152.9 | 62.1 (55.7, 69.3) | 0.86 (0.69, 1.07) | 0.87 (0.67, 1.14) |
| Rituximab | 888 | 50 | 673.2 | 74.3 (56.3, 98.0) | 0.98 (0.70, 1.37) | 0.90 (0.64, 1.27) |
| Tocilizumab | 759 | 45 | 540.6 | 83.2 (62.2, 111.5) | 1.10 (0.77, 1.56) | 1.14 (0.80, 1.64) |
| Tofacitinib | 634 | 25 | 410.3 | 60.9 (41.2, 90.2) | 0.78 (0.50, 1.20) | 0.83 (0.52, 1.30) |
| Non-insulin intensification | ||||||
| Abatacept | 1785 | 146 | 1326.6 | 110.1 (93.6, 129.4) | 1.0 (reference) | 1.0 (reference) |
| TNF inhibitors | 5953 | 558 | 4936.4 | 113.0 (104.0, 122.8) | 1.08 (0.90, 1.30) | 1.05 (0.84, 1.31) |
| Rituximab | 888 | 75 | 656.4 | 114.3 (91.1, 143.3) | 1.03 (0.78, 1.36) | 1.06 (0.80, 1.41) |
| Tocilizumab | 759 | 50 | 540.1 | 92.6 (70.2, 122.2) | 0.84 (0.61, 1.16) | 0.83 (0.60, 1.15) |
| Tofacitinib | 634 | 33 | 401.1 | 82.3 (58.5, 115.7) | 0.70 (0.48, 1.02) | 0.59 (0.40, 0.87) |
| Non-insulin switching | ||||||
| Abatacept | 1,503 | 84 | 1157.7 | 72.6 (58.6, 89.9) | 1.0 (reference) | 1.0 (reference) |
| TNF inhibitors | 5050 | 320 | 4387.9 | 72.9 (65.4, 81.4) | 1.04 (0.82, 1.33) | 1.02 (0.77, 1.34) |
| Rituximab | 701 | 48 | 526.8 | 91.1 (68.7, 120.9) | 1.22 (0.85, 1.73) | 1.20 (0.84, 1.72) |
| Tocilizumab | 625 | 35 | 445.3 | 78.6 (56.4, 109.5) | 1.08 (0.73, 1.60) | 1.05 (0.70, 1.58) |
| Tofacitinib | 536 | 26 | 345.7 | 75.2 (51.2, 110.5) | 0.99 (0.64, 1.54) | 1.04 (0.66, 1.64) |
Incidence rate is per 1000 person-years. HR1: hazard ratio 1, unadjusted Cox model. HR2: hazard ratio 2, Cox model adjusted for age, sex, index year, CS use, renal failure, liver disease, number of previous biologic DMARDs, MTX use, HCQ use, statin use, number of oral antidiabetic drugs, number of insulin drugs, number of rheumatologist visits, number of primary care physician visits, number of endocrinologist visits, Charlson co-morbidity score and type 1 diabetes at baseline.
Risk of herpes zoster infection in study cohort initiating DMARD therapy: positive control analysis
| DMARD | Patients ( | Events ( | Person- years ( | Incidence rate (95% CI) | HR1 (95% CI) | HR2 (95% CI) |
|---|---|---|---|---|---|---|
| Abatacept | 1785 | 24 | 1399.1 | 17.2 (11.5, 25.6) | 1.0 (reference) | 1.0 (reference) |
| TNF inhibitors | 5953 | 93 | 5316.9 | 17.5 (14.3, 21.4) | 1.03 (0.66, 1.61) | 1.48 (0.88, 2.49) |
| Rituximab | 888 | 23 | 691.2 | 33.3 (22.1, 50.1) | 1.93 (1.09, 3.42) | 1.82 (1.02, 3.24) |
| Tocilizumab | 759 | 19 | 557.1 | 34.1 (21.8, 53.5) | 1.99 (1.09, 3.63) | 1.98 (1.06, 3.68) |
| Tofacitinib | 634 | 15 | 408.2 | 36.8 (22.2, 61.0) | 2.12 (1.11, 4.05) | 2.16 (1.09, 4.28) |
Incidence rate is per 1000 person-years. HR1: hazard ratio 1, unadjusted Cox model. HR2: hazard ratio 2, Cox model adjusted for age, sex, index year, CS use, renal failure, liver disease, number of previous biologic DMARDs, MTX use, HCQ use, statin use, number of oral antidiabetic drugs, number of insulin drugs, number of rheumatologist visits, number of primary care physician visits, antiviral medication use, zoster vaccination, Charlson co-morbidity score and type 1 diabetes at baseline.