| Literature DB >> 25231895 |
Andrew J Karter1, Shantanu Nundy2, Melissa M Parker3, Howard H Moffet3, Elbert S Huang4.
Abstract
OBJECTIVE: To estimate the incidence of remission in adults with type 2 diabetes not treated with bariatric surgery and to identify variables associated with remission. RESEARCH DESIGN AND METHODS: We quantified the incidence of diabetes remission and examined its correlates among 122,781 adults with type 2 diabetes in an integrated healthcare delivery system. Remission required the absence of ongoing drug therapy and was defined as follows: 1) partial: at least 1 year of subdiabetic hyperglycemia (hemoglobin A1c [HbA₁c] level 5.7-6.4% [39-46 mmol/mol]); 2) complete: at least 1 year of normoglycemia (HbA₁c level <5.7% [<39 mmol/mol]); and 3) prolonged: complete remission for at least 5 years.Entities:
Mesh:
Year: 2014 PMID: 25231895 PMCID: PMC4237974 DOI: 10.2337/dc14-0874
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Baseline demographics and diabetes characteristics
| Characteristic | Full cohort | New-onset cohort |
|---|---|---|
| Age, mean (SD), years | 61.8 (12.6) | 56.5 (13.1) |
| Female sex | 57,779 (47.1) | 8,723 (46.7) |
| Race/ethnicity | ||
| African American | 13,169 (11.3) | 1,751 (10.5) |
| Asian | 11,505 (9.9) | 1,810 (10.8) |
| Filipino | 8,793 (7.5) | 1,469 (8.8) |
| Latino | 17,391 (14.9) | 2,798 (16.7) |
| White | 56,493 (48.4) | 7,825 (46.8) |
| Mixed | 7,592 (6.5) | 828 (5.0) |
| Other | 1,894 (1.6) | 249 (1.5) |
| Socioeconomic status: neighborhood deprivation index | ||
| 1st quartile (least deprived) | 22,370 (19.8) | 3,301 (19.5) |
| 2nd quartile | 34,142 (30.2) | 5,092 (30.0) |
| 3rd quartile | 33,122 (29.3) | 5,138 (30.3) |
| 4th quartile (most deprived) | 23,363 (20.7) | 3,434 (20.2) |
| HbA1c | ||
| <5.7% [<39 mmol/mol] | 4,807 (3.9) | 1,288 (7.1) |
| 5.7–6.4% [39–46 mmol/mol] | 27,232 (22.3) | 5,213 (28.6) |
| 6.5–7.9% [47–63 mmol/mol] | 59,286 (48.6) | 8,225 (45.1) |
| 8.0% + [≥64 mmol/mol] | 30,775 (25.2) | 3,495 (19.2) |
| BMI, mean (SD), kg/m2 | 31.1 (5.4) | 31.5 (5.4) |
| eGFR, mean (SD), mL/min/1.73 m2 | 77.5 (23.8) | 85.2 (21.5) |
| Diabetes medication | ||
| None | 13,639 (11.1) | 5,133 (27.5) |
| Oral agents only | 86,064 (70.1) | 12,632 (67.6) |
| Any insulin | 23,078 (18.8) | 919 (4.9) |
| Diabetes duration, median (IQR), years | 5.9 (2.9–11.2) | 0.9 (0.6–1.4) |
Data are expressed as n (%), unless otherwise indicated. IQR, interquartile range.
*Missing data in full cohort: race (N = 5,944), socioeconomic status (N = 9,784), HbA1c level (N = 681), diabetes duration (N = 19,229), BMI (N = 36,513), eGFR (N = 7,300).
†New-onset diabetes defined as <2 years since diagnosis. Missing data in new-onset cohort: race (N = 1,954), socioeconomic status (N = 1,719), HbA1c level (N = 463), BMI (N = 4,946), eGFR (N = 1,054).
Baseline comorbidities
| Characteristic | Full cohort
( | New-onset cohort |
|---|---|---|
| Hypertension | 103,171 (84.0) | 13,800 (73.9) |
| Hyperlipidemia | 96,938 (79.0) | 13,469 (72.1) |
| Cardiovascular disease | 25,115 (20.5) | 2,161 (11.6) |
| Diabetic retinopathy | 20,305 (16.5) | 724 (3.9) |
| Diabetic neuropathy | 23,806 (19.4) | 1,877 (10.1) |
| Congestive heart failure | 8,289 (6.8) | 724 (3.9) |
Data are expressed as n (%).
*New-onset diabetes defined as <2 years since diagnosis.
Incidence rates of remission for the full cohort and stratified by time since diagnosis
| Total person-years at risk | Incident events ( | 7-Year cumulative incidence (95% CI) | Incidence rate per 1,000 person-years (95% CI) | |
|---|---|---|---|---|
| Any remission | ||||
| All | 586,725 | 1,761 | 1.60% (1.53–1.68) | 3.00 (2.86–3.14) |
| Time since diagnosis <2 years ( | 88,473 | 776 | 4.55% (4.25–4.88) | 8.77 (8.15–9.39) |
| Time since diagnosis 2–3 years ( | 89,526 | 424 | 2.54% (2.31–2.79) | 4.74 (4.29–5.19) |
| Time since diagnosis 4–5 years ( | 75,304 | 228 | 1.67% (1.46–1.89) | 3.03 (2.63–3.42) |
| Time since diagnosis 6–9 years ( | 102,270 | 152 | 0.82% (0.70–0.96) | 1.49 (1.25–1.72) |
| Time since diagnosis ≥10 years ( | 147,333 | 98 | 0.37% (0.30–0.45) | 0.67 (0.53–0.80) |
| Baseline diabetes therapy, no medication ( | 62,009 | 1,538 | 12.33% (11.76–12.93) | 24.80 (23.56–26.04) |
| Baseline diabetes therapy, OHA only ( | 419,376 | 212 | 0.28% (0.24–0.32) | 0.51 (0.44–0.57) |
| Baseline diabetes therapy, insulin ( | 105,340 | 11 | 0.05% (0.03–0.10) | 0.10 (0.04–0.17) |
| Partial remission | 587,341 | 1,615 | 1.47% (1.40–1.54) | 2.75 (2.62–2.88) |
| Complete remission | 593,216 | 140 | 0.14% (0.12–0.16) | 0.24 (0.20–0.28) |
| Prolonged remission | 170,356 | 6 | 0.007% (0.003–0.02) | 0.035 (0.007–0.063) |
OHA, oral hypoglycemic agent.
*Defined as the total number of person-years 12 months after cohort inception for partial and complete remission, and after 60 months for prolonged remission.
†Defined as 100% minus the cumulative survival probability calculated using the Kaplan-Meier method.
Full cohort: unadjusted and adjusted Cox proportional hazard ratios for any remission
| Characteristic | Any remission ( | ||||
|---|---|---|---|---|---|
| Hazard ratio (95% CI) | |||||
| Unadjusted | Fully adjusted | ||||
| Sex | |||||
| Men | 820 (1.3) | 1.0 (Ref) | 1.0 (Ref) | ||
| Women | 941 (1.7) | 1.29 (1.17–1.41) | <0.0001 | 1.04 (0.91–1.19) | 0.5532 |
| Age, years | |||||
| <45 | 81 (0.7) | 1.0 (Ref) | 1.0 (Ref) | ||
| 45–65 | 551 (0.9) | 1.28 (1.01–1.61) | 0.0403 | 1.55 (1.04–2.31) | 0.0323 |
| ≥65 | 1,129 (2.2) | 3.02 (2.41–3.78) | <0.0001 | 2.54 (1.67–3.86) | <0.0001 |
| Race/ethnicity | |||||
| White | 780 (1.4) | 1.0 (Ref) | 1.0 (Ref) | ||
| African American | 189 (1.5) | 1.02 (0.87–1.2) | 0.7931 | 1.42 (1.15–1.75) | 0.001 |
| Asian | 162 (1.4) | 0.99 (0.84–1.18) | 0.9315 | 0.91 (0.72–1.14) | 0.407 |
| Filipino | 80 (0.9) | 0.64 (0.51–0.8) | 0.0001 | 0.75 (0.56–1.01) | 0.0551 |
| Latino | 160 (0.9) | 0.66 (0.56–0.78) | <0.0001 | 1.05 (0.84–1.31) | 0.6587 |
| Mixed race | 83 (1.1) | 0.78 (0.62–0.98) | 0.0318 | 0.97 (0.73–1.3) | 0.8497 |
| Other | 17 (0.9) | 0.66 (0.41–1.06) | 0.0844 | 1.09 (0.56–2.11) | 0.8083 |
| Socioeconomic status: neighborhood deprivation index | |||||
| 1st quartile (least deprived) | 398 (1.8) | 1.55 (1.33–1.81) | <0.0001 | 1.28 (1.03–1.61) | 0.0288 |
| 2nd quartile | 522 (1.5) | 1.34 (1.15–1.55) | 0.0001 | 1.08 (0.87–1.35) | 0.4599 |
| 3rd quartile | 463 (1.4) | 1.24 (1.06–1.44) | 0.0056 | 1.14 (0.91–1.41) | 0.2485 |
| 4th quartile (most deprived) | 259 (1.1) | 1.0 (Ref) | 1.0 (Ref) | ||
| Time since diagnosis | |||||
| <2 years | 776 (4.2) | 13.2 (10.7–16.29) | <0.0001 | 2.19 (1.63–2.95) | <0.0001 |
| 2–3 years | 424 (2.3) | 7.21 (5.79–8.98) | <0.0001 | 1.68 (1.24–2.28) | 0.0008 |
| 3–10 years | 380 (1.1) | 3.28 (2.62–4.09) | <0.0001 | 1.6 (1.19–2.15) | 0.0017 |
| ≥10 years | 98 (0.3) | 1.0 (Ref) | 1.0 (Ref) | ||
| Baseline HbA1c level | |||||
| <5.7% (<39 mmol/mol) | 131 (2.8) | 24.46 (16.84–35.51) | <0.0001 | 19.2 (11.79–31.27) | <0.0001 |
| 5.7–6.4% (39–46 mmol/mol) | 628 (2.3) | 20.46 (14.55–28.75) | <0.0001 | 6.61 (4.23–10.32) | <0.0001 |
| 6.5–7.9% (47–63 mmol/mol) | 963 (1.6) | 14.24 (10.16–19.95) | <0.0001 | 2.7 (1.74–4.2) | <0.0001 |
| ≥8% (≥64 mmol/mol) | 35 (0.1) | 1.0 (Ref) | 1.0 (Ref) | ||
| Diabetes medication in the past 1 year | |||||
| None | 1,538 (11.4) | 239.75 (132.5–433.81) | <0.0001 | 132.51 (61.62–284.97) | <0.0001 |
| Oral agents only | 212 (0.2) | 4.99 (2.72–9.15) | <0.0001 | 3.71 (1.71–8.03) | 0.0009 |
| Any insulin | 11 (0) | 1.0 (Ref) | 1.0 (Ref) | ||
| Diabetes medication since 2002 | |||||
| None | 1,447 (12.3) | 128.07 (85.56–191.7) | <0.0001 | ||
| Oral agents only | 290 (0.3) | 3.37 (2.22–5.11) | <0.0001 | ||
| Any insulin | 24 (0.1) | 1.0 (Ref) | |||
| BMI, kg/m2 | |||||
| <25 | 219 (1.9) | 1.53 (1.29–1.82) | <0.0001 | 1 (0.79–1.25) | 0.973 |
| ≥25 to <30 | 435 (1.7) | 1.33 (1.15–1.54) | 0.0001 | 0.83 (0.69–1) | 0.0504 |
| ≥30 to <35 | 290 (1.3) | 1.02 (0.87–1.2) | 0.7886 | 0.8 (0.66–0.96) | 0.0184 |
| ≥35 | 308 (1.3) | 1.0 (Ref) | 1.0 (Ref) | ||
| CKD stage | |||||
| 0 + 1 | 349 (0.9) | 1.0 (Ref) | 1.0 (Ref) | ||
| 2 | 808 (1.6) | 1.8 (1.59–2.04) | <0.0001 | 1.1 (0.91–1.33) | 0.3475 |
| 3 | 467 (2) | 2.25 (1.95–2.58) | <0.0001 | 1.33 (1.06–1.67) | 0.0143 |
| 4 | 48 (2) | 2.45 (1.81–3.31) | <0.0001 | 2.11 (1.37–3.26) | 0.0008 |
| 5 | 12 (1.6) | 1.9 (1.07–3.39) | 0.0283 | 2.51 (1.14–5.51) | 0.0221 |
| No hypertension | 262 (1.4) | 0.91 (0.79–1.03) | 0.1373 | 0.97 (0.79–1.19) | 0.7791 |
| Hypertension | 1,499 (1.5) | 1.0 (Ref) | 1.0 (Ref) | ||
| No dyslipidemia | 445 (1.7) | 1.28 (1.15–1.42) | <0.0001 | 1.21 (1.03–1.43) | 0.0216 |
| Dyslipidemia | 1,316 (1.4) | 1.0 (Ref) | 1.0 (Ref) | ||
| No cardiovascular disease | 1,392 (1.4) | 0.91 (0.81–1.02) | 0.1174 | 0.91 (0.76–1.08) | 0.2781 |
| Cardiovascular disease | 369 (1.5) | 1.0 (Ref) | 1.0 (Ref) | ||
| No diabetic retinopathy | 1,677 (1.7) | 3.86 (3.1–4.81) | <0.0001 | 1.11 (0.81–1.52) | 0.5129 |
| Diabetic retinopathy | 84 (0.4) | 1.0 (Ref) | 1.0 (Ref) | ||
| No diabetic neuropathy | 1,498 (1.5) | 1.32 (1.16–1.51) | <0.0001 | 0.84 (0.7–1.01) | 0.0689 |
| Diabetic neuropathy | 263 (1.1) | 1.0 (Ref) | 1.0 (Ref) | ||
| No congestive heart failure | 1,630 (1.4) | 0.78 (0.65–0.93) | 0.0068 | 0.88 (0.68–1.14) | 0.3312 |
| Congestive heart failure | 131 (1.6) | 1.0 (Ref) | 1.0 (Ref) | ||
CKD, chronic kidney disease; Ref, reference value.
*Fully adjusted model includes all variables listed in the table.
†Stage 0 + 1, eGFR ≥90 mL/min/1.73 m2; stage 2, eGFR 60–89 mL/min/1.73 m2; stage 3, eGFR 30–59 mL/min/1.73 m2; stage 4, eGFR 15–29 mL/min/1.73 m2; stage 5, eGFR <15 mL/min/1.73 m2.