| Literature DB >> 30615649 |
Hsin-Wen Chang1,2, Ya-Wen Lin1,3, Ming-Hung Lin4, Yu-Ching Lan5, Ruey-Yun Wang1.
Abstract
BACKGROUND: Gout is independently associated with increased risk of type 2 diabetes mellitus (T2DM). Urate-lowering therapy (ULT) might be beneficial in lowering the risks of T2DM. Therefore, we conducted a nested case-control study to evaluate the associations between ULT and T2DM.Entities:
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Year: 2019 PMID: 30615649 PMCID: PMC6322774 DOI: 10.1371/journal.pone.0210085
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Schematic of the samples selection process for association between urate-lowering therapy and risk of type 2 diabetes mellitus.
Only allopurinol or benzbromarone use in gout patients.
| Inhibiting uric acid production | Increasing uric acid excretion | |||||||
|---|---|---|---|---|---|---|---|---|
| Total | Type 2 diabetes | Non-type 2 diabetes | P | Total | Type 2 diabetes | Non-type 2 diabetes | P | |
| Males, n | 3182 | 375 | 2807 | 9787 | 975 | 8812 | ||
| Follow-up duration, median(IQR), years | 6.5 (3.6–9.2) | 4.5 (2.5–6.8) | 6.7 (3.8–9.4) | <0.0001 | 6.7 (3.6–9.4) | 4.4 (2.5–6.8) | 7 (3.9–9.5) | <0.0001 |
| Total clinic visits, median(IQR), frequencies | 3 (2–8) | 4 (2–11) | 3 (1–8) | 0.0028 | 4 (2–10) | 5 (2–13) | 4 (2–10) | 0.0002 |
| Total drug use, median (IQR), days | 43 (14–147) | 56 (14–180) | 42 (14–141) | 0.0316 | 90 (30–224) | 97 (30–280) | 88.5 (30–219) | 0.0683 |
| Total drug tablets, median (IQR), quantities | 70 (28–212) | 90 (30–294) | 65 (28–203) | 0.0040 | 97 (42–252) | 115 (42–341) | 93 (42–240.5) | 0.0070 |
| Total dosage, median (IQR), mg | 7650 (2800–22700) | 9100 (3000–29900) | 7000 (2800–22400) | 0.0096 | 6000 (2800–15600) | 7000 (2800–20050) | 6000 (2800–15100) | 0.0178 |
| Total dosage(mg) /Follow-up duration(years×365 days) | 4.2 (1.3–15.1) | 7.6 (2.3–24.7) | 3.8 (1.3–14) | <0.0001 | 3.3 (1.2–9.1) | 5.2 (1.8–14.7) | 3.1 (1.2–8.6) | <0.0001 |
| Total drug use(day)/Follow-up duration(years) | 8.6 (2.6–36.3) | 14.4 (4.6–56.1) | 8.1 (2.3–33.8) | <0.0001 | 17.2 (6.5–48) | 26.8 (8.9–76.7) | 16.5 (6.3–45.3) | <0.0001 |
| Females, n | 911 | 176 | 735 | 2536 | 507 | 2029 | ||
| Follow-up duration, median(IQR), years | 6.5 (3.4–9.2) | 3.9 (2.2–6.4) | 7.1 (4.1–9.6) | <0.0001 | 6.5 (3.5–9.1) | 4.1 (2.2–6.3) | 7.1 (4–9.5) | < .0001 |
| Total clinic visits, median(IQR), frequencies | 4 (2–9) | 4 (2–14.5) | 4 (1–8) | 0.0651 | 4 (2–10) | 5 (2–12) | 4 (2–9) | 0.0648 |
| Total drug use, median (IQR), days | 53 (14–168) | 52.5 (16.5–233) | 53 (14–152) | 0.1744 | 90 (36–235) | 91 (35–266) | 90 (37–229) | 0.6038 |
| Total drug tablets, median (IQR), quantities | 79 (28–240) | 84 (28–383.5) | 78 (24–212) | 0.0574 | 107 (44–261) | 116 (42–300) | 105 (44–250) | 0.2896 |
| Total dosage, median (IQR), mg | 8400 (2800–25200) | 8700 (2800–38350) | 8400 (2700–22400) | 0.0762 | 6250 (2900–16300) | 6750 (3000–17200) | 6000 (2900–15600) | 0.5745 |
| Total dosage(mg) /Follow-up duration(years×365 days) | 4.3 (1.2–16.1) | 7.5 (1.8–31.8) | 3.8 (1.1–13.7) | <0.0001 | 3.8 (1.3–10.1) | 5.6 (2.2–15.1) | 3.4 (1.2–9.3) | <0.0001 |
| Total drug use(day)/Follow-up duration(years) | 9.3 (2.3–39.3) | 13.6 (3.8–87) | 8.5 (2.1–34.4) | 0.0001 | 19.7 (7.1–55.1) | 29 (11.1–82.2) | 17.3 (6.4–47.8) | <0.0001 |
| Combined group, n | 4093 | 551 | 3542 | 12323 | 1482 | 10841 | ||
| Follow-up duration, median(IQR), years | 6.5 (3.5–9.2) | 4.3 (2.5–6.7) | 6.8 (3.8–9.4) | <0.0001 | 6.7 (3.6–9.3) | 4.2 (2.4–6.6) | 7 (3.9–9.5) | <0.0001 |
| Total clinic visits, median(IQR), frequencies | 3 (2–8) | 4 (2–13) | 3 (1–8) | 0.0004 | 4 (2–10) | 5 (2–12) | 4 (2–9) | <0.0001 |
| otal drug use, median (IQR), days | 45 (14–150) | 56 (15–201) | 42 (14–144) | 0.0116 | 90 (32–224) | 95 (31–271) | 90 (33–222) | 0.0314 |
| Total drug tablets, median (IQR), quantities | 70 (28–221) | 90 (28–329) | 69 (28–207) | 0.0007 | 98 (42–254) | 116 (42–325) | 96 (42–242) | 0.0022 |
| Total dosage, median (IQR), mg | 7900 (2800–23800) | 9000 (3000–33000) | 7400 (2800–22400) | 0.0021 | 6000 (2800–15700) | 7000 (2800–19000) | 6000 (2800–15300) | 0.0118 |
| Total dosage(mg) /Follow-up duration(years×365 days) | 4.2 (1.3–15.2) | 7.6 (2.1–26.8) | 3.8 (1.2–13.9) | <0.0001 | 3.4 (1.3–9.4) | 5.4 (1.9–14.9) | 3.2 (1.2–8.7) | <0.0001 |
| Total drug use(day)/Follow-up duration(years) | 8.8 (2.5–37) | 13.8 (4.2–59.2) | 8.2 (2.3–33.8) | <0.0001 | 17.6 (6.6–49.1) | 27.7 (9.7–77.7) | 16.6 (6.3–45.9) | <0.0001 |
IQR: interquartile range.
Continuous variables were analyzed using a t test for comparisons between type 2 diabetes and non-type 2 diabetes among gout patients.
Association between allopurinol or benzbromarone use and risk of developing type 2 diabetes.
| Type 2 diabetes | Total people, n | Adjusted HR | P value | |
|---|---|---|---|---|
| Allopurinol (M04AA01) | ||||
| Cumulative exposure dose | ||||
| Non use | 6334 (10.64) | 59530 | 1.00 | |
| Use, mg/day | ||||
| >0 to 1.3 | 89 (8.73) | 1019 | 0.87 (0.71–1.07) | 0.1908 |
| >1.3 to 4.2 | 119 (11.58) | 1028 | 1.12 (0.93–1.34) | 0.2293 |
| >4.2 to 15.2 | 156 (15.26) | 1022 | 1.30 (1.11–1.53) | 0.0012 |
| >15.2 | 187 (18.26) | 1024 | 1.31 (1.13–1.52) | 0.0003 |
| Combination therapy | 1647 (12.57) | 13106 | 1.03 (0.98–1.09) | 0.2693 |
| Benzbromarone (M04AB03) | ||||
| Cumulative exposure dose | ||||
| Non use | 6334 (10.64) | 59530 | 1.00 | |
| Use, mg/day | ||||
| >0 to 1.3 | 270 (8.51) | 3174 | 0.85 (0.75–0.96) | 0.0092 |
| >1.3 to 3.4 | 297 (9.84) | 3018 | 0.96 (0.85–1.08) | 0.4706 |
| >3.4 to 9.4 | 374 (12.26) | 3050 | 1.08 (0.97–1.20) | 0.1404 |
| >9.4 | 541 (17.56) | 3081 | 1.42 (1.30–1.55) | <0.0001 |
| Probenecid or Sulfinpyrazone | 19 (7.82) | 243 | 0.76 (0.48–1.19) | 0.2231 |
| Combination therapy | 1647 (12.57) | 13106 | 1.03 (0.98–1.09) | 0.2594 |
| Sensitivity analysis 1 | ||||
| Allopurinol (M04AA01) | ||||
| Cumulative exposure dose | ||||
| Non use | 6334 (10.64) | 59530 | 1.00 | |
| Use, mg/day | ||||
| >0 to 1.3 | 379 (9.35) | 4055 | 0.89 (0.80–0.99) | 0.0309 |
| >1.3 to 4.2 | 464 (10.81) | 4292 | 0.99 (0.90–1.09) | 0.8522 |
| >4.2 to 15.2 | 627 (14.05) | 4464 | 1.16 (1.07–1.26) | 0.0003 |
| >15.2 | 728 (16.59) | 4388 | 1.16 (1.07–1.25) | 0.0003 |
| Other | 1501 (11.94) | 12566 | 1.09 (1.03–1.15) | 0.0034 |
| Benzbromarone (M04AB03) | ||||
| Cumulative exposure dose | ||||
| Non use | 6334 (10.64) | 59530 | 1.00 | |
| Use, mg/day | ||||
| >0 to 1.3 | 542 (9.04) | 5997 | 0.86 (0.79–0.94) | 0.0006 |
| >1.3 to 3.4 | 615 (10.3) | 5969 | 0.95 (0.87–1.03) | 0.2200 |
| >3.4 to 9.4 | 828 (12.63) | 6558 | 1.08 (1.00–1.16) | 0.0491 |
| >9.4 | 1128 (16.76) | 6730 | 1.29 (1.21–1.38) | <0.0001 |
| Other | 586 (12.99) | 4511 | 1.14 (1.05–1.24) | 0.0029 |
| Sensitivity analysis 2 | ||||
| Allopurinol (M04AA01) | ||||
| Average exposure dose | ||||
| Non use | 6334 (10.64) | 59530 | 1.00 | |
| Use, mg/day | ||||
| >0 to 100 | 151 (11.70) | 1291 | 0.92 (0.78–1.08) | 0.2927 |
| >100 to 200 | 193 (15.45) | 1249 | 1.28 (1.11–1.48) | 0.0007 |
| >200 to 300 | 184 (13.28) | 1386 | 1.31 (1.13–1.52) | 0.0003 |
| >300 | 23 (13.77) | 167 | 1.45 (0.96–2.19) | 0.0742 |
| Combination therapy | 1647 (12.57) | 13106 | 1.03 (0.97–1.09) | 0.2958 |
| Benzbromarone (M04AB03) | ||||
| Average exposure dose | ||||
| Non use | 6334 (10.64) | 59530 | 1.00 | |
| Use, mg/day | ||||
| >0 to 50 | 601 (11.67) | 5148 | 1.06 (0.97–1.15) | 0.1945 |
| >50 to 100 | 760 (11.92) | 6377 | 1.08 (1.00–1.16) | 0.0475 |
| >100 | 121 (15.16) | 798 | 1.47 (1.23–1.76) | <0.0001 |
| Probenecid or Sulfinpyrazone | 19 (7.82) | 243 | 0.76 (0.48–1.18) | 0.2218 |
| Combination therapy | 1647 (12.57) | 13106 | 1.03 (0.98–1.09) | 0.2823 |
Drugs used for increasing uric acid excretion were probenecid (M04AB01), sulfinpyrazone (M04AB02), and benzbromarone (M04AB03)
Combination therapy involved allopurinol and drugs used for increasing uric acid excretion
Adjusted HR was calculated and adjusted for age group, sex, region, and comorbidities by using a Cox proportional hazards regression model.
*Cumulative exposure allopurinol or benzbromarone dose: the accumulated allopurinol or benzbromarone dose divided by the total follow-up days (by the first treat gout date until the index date of type 2 diabetes or to the study end).
†Sensitivity analysis 1 was calculated as all allopurinol or benzbromarone use in gout patients (versus controls).
‡Sensitivity analysis 2 was calculated as total dose/total drug use day in gout patients (versus controls).
Association between allopurinol or benzbromarone use and risk of developing type 2 diabetes stratified by sex.
| Men | Women | |||||||
|---|---|---|---|---|---|---|---|---|
| Type 2 diabetes | Total people | Adjusted HR | P value | Type 2 diabetes | Total people, | Adjusted HR | P value | |
| Allopurinol (M04AA01) | ||||||||
| Cumulative exposure dose | ||||||||
| Non use | 4693 (9.58) | 48995 | 1.00 | 1641 (15.58) | 10535 | 1.00 | ||
| Use, mg/day | ||||||||
| >0 to 1.3 | 56 (7.24) | 774 | 0.82 (0.63–1.07) | 0.1506 | 33 (13.47) | 245 | 0.96 (0.68–1.35) | 0.7982 |
| >1.3 to 4.2 | 83 (10.11) | 821 | 1.11 (0.89–1.38) | 0.3577 | 36 (17.39) | 207 | 1.14 (0.82–1.59) | 0.4226 |
| >4.2 to 15.2 | 113 (14.2) | 796 | 1.38 (1.15–1.67) | 0.0006 | 43 (19.03) | 226 | 1.14 (0.84–1.54) | 0.3983 |
| >15.2 | 123 (15.55) | 791 | 1.25 (1.04–1.50) | 0.0150 | 64 (27.47) | 233 | 1.46 (1.14–1.88) | 0.0030 |
| Increasing uric acid excretion | 985 (9.88) | 9972 | 1.02 (0.95–1.10) | 0.5178 | 516 (19.89) | 2594 | 1.25 (1.13–1.38) | <0.0001 |
| Combination therapy | 1293 (11.34) | 11407 | 1.00 (0.94–1.07) | 0.9170 | 354 (20.84) | 1699 | 1.13 (1.01–1.28) | 0.0365 |
| Benzbromarone (M04AB03) | ||||||||
| Cumulative exposure dose | ||||||||
| Non use | 4693 (9.58) | 48995 | 1.00 | 1641 (15.58) | 10535 | 1.00 | ||
| Use, mg/day | ||||||||
| >0 to 1.3 | 189 (7.43) | 2544 | 0.84 (0.73–0.97) | 0.0207 | 81 (12.86) | 630 | 0.87 (0.69–1.08) | 0.2128 |
| >1.3 to 3.4 | 198 (8.08) | 2450 | 0.89 (0.77–1.03) | 0.1076 | 99 (17.43) | 568 | 1.13 (0.92–1.39) | 0.2315 |
| >3.4 to 9.4 | 227 (9.49) | 2393 | 0.96 (0.84–1.10) | 0.5814 | 147 (22.37) | 657 | 1.35 (1.14–1.60) | 0.0005 |
| >9.4 | 361 (15.04) | 2400 | 1.37 (1.23–1.52) | <0.0001 | 180 (26.43) | 681 | 1.55 (1.33–1.82) | <0.0001 |
| Allopurinol | 375 (11.79) | 3182 | 1.16 (1.05–1.29) | 0.0055 | 176 (19.32) | 911 | 1.19 (1.02–1.40) | 0.0267 |
| Probenecid or Sulfinpyrazone | 10 (5.41) | 185 | 0.63 (0.34–1.17) | 0.1401 | 9 (15.52) | 58 | 1.00 (0.52–1.92) | 0.9903 |
| Combination therapy | 1293 (11.34) | 11407 | 1.00 (0.94–1.07) | 0.8957 | 354 (20.84) | 1699 | 1.14 (1.01–1.28) | 0.0356 |
Drugs used for increasing uric acid excretion were probenecid (M04AB01), sulfinpyrazone (M04AB02), and benzbromarone (M04AB03)
Combination therapy involved allopurinol and drugs used for increasing uric acid excretion
Adjusted HR was calculated and adjusted for age group, region, and comorbidities by using a Cox proportional hazards regression model.
Cumulative exposure allopurinol or benzbromarone dose: the accumulated allopurinol or benzbromarone dose divided by the total follow-up days (by the first treat gout date until the index date of type 2 diabetes or to the study end).
Characteristics of subjects with gout and controls.
| Gout | Controls | P value | |
|---|---|---|---|
| N | 29765 | 59530 | |
| Type 2 diabetes, n(%) | 3940 (13.2) | 6334 (10.6) | <0.0001 |
| Oral anti-diabetic therapy (ATC code), n(%) | |||
| Metformin (A10BA) | 3540 (11.9) | 5753 (9.7) | <0.0001 |
| Sulfonylureas (A10BB) | 3222 (10.8) | 5675 (9.5) | <0.0001 |
| Meglitinides (A10BX) | 599 (2.0) | 1173 (2.0) | 0.6714 |
| Thiazolidinediones (A10BG) | 623 (2.1) | 1534 (2.6) | <0.0001 |
| α-glucosidase inhibitor (A10BF) | 825 (2.8) | 1695 (2.8) | 0.5202 |
| Insulin injection therapy (ATC code), n(%) | |||
| Rapid-acting (A10AB), | 484 (1.6) | 960 (1.6) | 0.8807 |
| Intermediate-acting (A10AC) | 89 (0.3) | 276 (0.5) | 0.0003 |
| Combination (A10AD) | 61 (0.2) | 205 (0.3) | 0.0003 |
| Long-acting (A10AE) | 60 (0.2) | 183 (0.3) | 0.0042 |
| Age mean(SD), years | 55.4 (16.2) | 55.3 (16.1) | 0.2865 |
| Gout diagnosis age (SD), years | 47.3 (15.9) | ||
| Age group, n(%) | |||
| 20 to 30 | 1542 (5.2) | 3158 (5.3) | |
| >30 to 40 | 4161 (14.0) | 8370 (14.1) | |
| >40 to 50 | 5794 (19.5) | 11466 (19.3) | |
| >50 to 60 | 7187 (24.1) | 14459 (24.3) | |
| >60 to 70 | 4702 (15.8) | 9450 (15.9) | |
| >70 to 80 | 4001 (13.4) | 7934 (13.3) | |
| >80 | 2378 (8.0) | 4693 (7.9) | 0.9353 |
| Gender, n(%) | |||
| Men | 24561 (82.5) | 48995 (82.3) | |
| Women | 5204 (17.5) | 10535 (17.7) | 0.4303 |
| Region, n(%) | |||
| Northern | 13788 (46.3) | 27669 (46.5) | |
| Central | 7177 (24.1) | 13936 (23.4) | |
| Southern | 7686 (25.8) | 15909 (26.7) | |
| Eastern | 825 (2.8) | 1487 (2.5) | |
| Offshore islets and other | 289 (1.0) | 529 (0.9) | 0.9423 |
| Comorbidities, n(%) | |||
| Myocardial infarction | 377 (1.3) | 451 (0.8) | <0.0001 |
| Congestive heart failure | 2256 (7.6) | 2121 (3.6) | <0.0001 |
| Peripheral vascular disease | 1448 (4.9) | 1604 (2.7) | <0.0001 |
| Cerebrovascular disease | 3580 (12.0) | 4982 (8.4) | <0.0001 |
| Rheumatologic disease | 1303 (4.4) | 982 (1.6) | <0.0001 |
| Renal disease | 2162 (7.3) | 1285 (2.2) | <0.0001 |
| Alcohol-related diseases | 838 (2.8) | 598 (1.0) | <0.0001 |
SD: standard deviation; Comorbidities were defined as ≥3 outpatient claims.
Continuous and categorical variables were analyzed using a t test and chi-square test for comparisons between gout patients and controls.
Association between allopurinol or benzbromarone use and risk of developing type 2 diabetes stratified by age group.
| Age≤50 years | Age>50 years | |||||||
|---|---|---|---|---|---|---|---|---|
| Type 2 diabetes | Total people | Adjusted HR | P value | Type 2 diabetes | Total people, | Adjusted HR | P value | |
| Allopurinol (M04AA01) | ||||||||
| Cumulative exposure dose | ||||||||
| Non use | 593 (2.58) | 22994 | 1.00 | 5741(15.71) | 36536 | 1.00 | ||
| Use, mg/day | ||||||||
| >0 to 1.3 | 22 (4.88) | 451 | 1.82 (1.19–2.79) | 0.0058 | 67 (11.80) | 568 | 0.74 (0.58–0.94) | 0.0126 |
| >1.3 to 4.2 | 27 (6.08) | 444 | 2.31 (1.57–3.40) | <0.0001 | 92 (15.75) | 584 | 0.98 (0.80–1.20) | 0.8460 |
| >4.2 to 15.2 | 25 (6.25) | 400 | 2.17 (1.45–3.25) | 0.0002 | 131 (21.06) | 622 | 1.20 (1.01–1.43) | 0.0375 |
| >15.2 | 28 (9.24) | 303 | 2.93 (2.00–4.30) | <0.0001 | 159 (22.05) | 721 | 1.17 (1.00–1.37) | 0.0494 |
| Increasing uric acid excretion | 267 (5.19) | 5146 | 1.90 (1.64–2.20) | <0.0001 | 1234 (16.63) | 7420 | 0.99 (0.93–1.05) | 0.7127 |
| Both use | 326 (6.86) | 4753 | 2.31 (2.01–2.65) | <0.0001 | 1321 (15.81) | 8353 | 0.89 (0.84–0.95) | 0.0002 |
| Benzbromarone (M04AB03) | ||||||||
| Cumulative exposure dose | ||||||||
| Non use | 593 (2.58) | 22994 | 1.00 | 5741 (15.71) | 36536 | 1.00 | ||
| Use, mg/day | ||||||||
| >0 to 1.3 | 56 (3.72) | 1506 | 1.45 (1.10–1.90) | 0.0083 | 214 (12.83) | 1668 | 0.79 (0.69–0.90) | 0.0006 |
| >1.3 to 3.4 | 61 (4.59) | 1328 | 1.77 (1.36–2.31) | <0.0001 | 236 (13.96) | 1690 | 0.86 (0.75–0.97) | 0.0191 |
| >3.4 to 9.4 | 71 (5.96) | 1191 | 2.13 (1.66–2.72) | <0.0001 | 303 (16.30) | 1859 | 0.96 (0.85–1.07) | 0.4415 |
| >9.4 | 74 (7.38) | 1003 | 2.40 (1.88–3.06) | <0.0001 | 467 (22.47) | 2078 | 1.29 (1.17–1.42) | <0.0001 |
| Allopurinol | 102 (6.38) | 1598 | 2.28 (1.84–2.81) | <0.0001 | 449 (18.00) | 2495 | 1.05 (0.95–1.15) | 0.3684 |
| Probenecid or Sulfinpyrazone | 5 (4.24) | 118 | 1.56 (0.65–3.77) | 0.3194 | 14 (11.20) | 125 | 0.66 (0.39–1.12) | 0.1257 |
| Both use | 326 (6.86) | 4753 | 2.31 (2.01–2.65) | <0.0001 | 1321(15.81) | 8353 | 0.89 (0.84–0.95) | 0.0003 |
¶Drugs used for increasing uric acid excretion were probenecid (M04AB01), sulfinpyrazone (M04AB02), and benzbromarone (M04AB03)
*Combination therapy involved allopurinol and drugs used for increasing uric acid excretion
Adjusted HR was calculated and adjusted for age group, sex, region, and comorbidities by using a Cox proportional hazards regression model.
Cumulative exposure allopurinol or benzbromarone dose: the accumulated allopurinol or benzbromarone dose divided by the total follow-up days (by the first treat gout date until the index date of type 2 diabetes or to the study end).