| Literature DB >> 33990366 |
Erik Stenberg1, Torsten Olbers2,3, Yang Cao4, Magnus Sundbom5, Anders Jans6, Johan Ottosson6, Erik Naslund7, Ingmar Näslund6.
Abstract
INTRODUCTION: Bariatric and metabolic surgery is an effective treatment option for type 2 diabetes (T2D). Increased knowledge regarding factors associated with diabetes remission is essential in individual decision making and could guide postoperative care. Therefore, we aimed to explore factors known to affect the chance of achieving diabetes remission after bariatric and metabolic surgery and to further investigate the impact of socioeconomic factors. RESEARCH DESIGN AND METHODS: In this nationwide study, we assessed all patients with T2D who underwent Roux-en-Y gastric bypass (RYGB) surgery between 2007 and 2015 in the Scandinavian Obesity Surgery Registry. Remission was defined as absence of antidiabetic medication for T2D 2 years after surgery. Multivariable logistic regression was used to evaluate factors associated with diabetes remission, with missing data handled by multiple imputations.Entities:
Keywords: bariatric surgery; diabetes mellitus; type 2
Year: 2021 PMID: 33990366 PMCID: PMC8127970 DOI: 10.1136/bmjdrc-2020-002033
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Baseline characteristics of the study group
| Missing values (%) | Entire group | Remission | Non-remission | P value | |
| n (%), mean±SD | n (%), mean±SD | n (%), mean±SD | |||
| Age, years | 0 | 47.4±10.08 | 46.6±10.2 | 51.7±8.7 | <0.001 |
| Sex | 0 | ||||
| Female | 4970 (61.7) | 3891 (62.6) | 1079 (58.5) | Ref | |
| Male | 3087 (38.3) | 2320 (37.4) | 767 (41.5) | 0.001 | |
| Weight, kg | 0 | 122.7±21.74 | 123.6±22.01 | 119.7±20.50 | <0.001 |
| Waist circumference, cm | 1370 (17.0) | 129.5±13.21 | 129.7±13.3 | 128.7±12.77 | 0.011 |
| BMI, kg/m2 | 0 | 42.2±5.74 | 42.5±5.8 | 41.2±5.4 | <0.001 |
| Diabetes duration | 0 | 3.7±4.59 | 2.7±3.6 | 7.2±5.8 | <0.001 |
| Glycosylated hemoglobin A1c, mmol/mol | 1068 (13.3) | 59.0±17.33 | 56.7±16.5 | 67.3±17.5 | <0.001 |
| Median number of antidiabetic drugs | 0 | 1 (1–2)* | 1 (0–2)* | 2 (1–2)* | <0.001 |
| Insulin treatment | 0 | 2308 (28.6) | 669 (11.6) | 1177 (51.0) | <0.001 |
| Obesity-related disease | 0 | ||||
| Dyslipidemia | 2527 (31.4) | 1663 (26.8) | 864 (46.8) | <0.001 | |
| Dyspepsia/GERD | 1031 (12.8) | 761 (12.3) | 270 (14.6) | 0.007 | |
| Depression | 1297 (16.1) | 986 (15.9) | 311 (16.8) | 0.318 | |
| Sleep apnea | 1529 (19.0) | 1146 (18.5) | 383 (20.7) | 0.027 | |
| Hypertension | 4546 (56.4) | 3259 (52.5) | 1287 (69.7) | <0.001 | |
| Cardiovascular comorbidity | 917 (11.4) | 612 (9.9) | 305 (16.5) | <0.001 | |
| Education | 55 (0.7) | ||||
| Primary education ≤9 years | 1606 (19.9) | 1214 (19.7) | 392 (21.4) | 0.219 | |
| Secondary education | 4762 (59.1) | 3671 (59.5) | 1091 (59.5) | Ref | |
| Higher education ≤3 years | 838 (10.4) | 659 (10.7) | 179 (9.8) | 0.323 | |
| Higher education >3 years | 796 (9.9) | 623 (10.1) | 173 (9.4) | 0.463 | |
| Disposable income | 86 (1.1) | ||||
| <20th percentile | 2239 (27.8) | 1715 (27.9) | 524 (28.8) | 0.285 | |
| 20th–50th percentile | 2520 (31.3) | 1963 (31.9) | 557 (30.6) | Ref | |
| 50th–80th percentile | 2254 (28.0) | 1757 (28.6) | 497 (27.3) | 0.965 | |
| >80th percentile | 958 (11.9) | 714 (11.6) | 244 (13.4) | 0.035 | |
| Residence | 31 (0.4) | ||||
| Large city or municipality | 2734 (33.9) | 2047 (33.1) | 687 (37.2) | Ref | |
| Medium-sized town or municipality | 3061 (38.0) | 2390 (38.7) | 671 (36.4) | 0.004 | |
| Small town, urban area, rural municipality | 2231 (27.7) | 1744 (28.2) | 487 (26.4) | 0.007 | |
| Heritage | 18 (0.2) | ||||
| Swedish-born, Swedish descendant | 6072 (75.4) | 4727 (76.3) | 1345 (72.9) | Ref | |
| Swedish-born, non-Swedish descendant | 338 (4.2) | 267 (4.3) | 71 (3.8) | 0.621 | |
| Born outside Sweden | 1629 (20.2) | 1200 (19.4) | 429 (23.3) | <0.001 |
*Median (interquartile range).
BMI, body mass index; GERD, gastroesophageal reflux disease; Ref, reference.
Figure 1Use of antidiabetic drugs before and at 2 years after surgery. Percentage of all patients (N=8057) at each point.
Chance of reaching diabetes remission 2 years after surgery
| Unadjusted OR (95% CI) | Adjusted OR (95% CI)* | Adjusted p value* | |
| Age | 0.95 (0.94 to 0.95) | 0.97 (0.96 to 0.97) | <0.001 |
| Sex | |||
| Female | Reference | Reference | Reference |
| Male | 0.84 (0.76 to 0.93) | 1.10 (0.96 to 1.26) | 0.158 |
| BMI | 1.05 (1.04 to 1.06) | 1.00 (0.99 to 1.01) | 0.848 |
| Diabetes duration | 0.80 (0.79 to 0.81) | 0.89 (0.88 to 0.90) | <0.001 |
| Glycosylated hemoglobin A1c | 0.97 (0.96 to 0.97) | 0.99 (0.98 to 0.99) | <0.001 |
| Insulin treatment at baseline | 0.12 (0.11 to 0.14) | 0.26 (0.22 to 0.30) | <0.001 |
| Percentage of total weight loss | 1.04 (1.03 to 1.05) | 1.04 (1.03 to 1.04) | <0.001 |
| Obesity-related disease | |||
| Dyslipidemia | 0.42 (0.37 to 0.46) | 0.71 (0.62 to 0.81) | <0.001 |
| Dyspepsia/GERD | 0.82 (0.70 to 0.95) | 0.99 (0.83 to 1.19) | 0.927 |
| Depression | 0.93 (0.81 to 1.07) | 0.91 (0.76 to 1.07) | 0.248 |
| Sleep apnea | 0.86 (0.76 to 0.98) | 1.02 (0.87 to 1.20) | 0.785 |
| Hypertension | 0.48 (0.43 to 0.54) | 0.88 (0.76 to 1.01) | 0.078 |
| Cardiovascular comorbidity | 0.55 (0.48 to 0.64) | 0.98 (0.82 to 1.18) | 0.864 |
*Multivariable logistic regression including all factors listed in the table, with multiple imputation for missing values.
BMI, body mass index; GERD, gastroesophageal reflux disease.
Figure 2Association between continuous variables and cessation of treatment for T2D. Shown are age (A; Spearman coefficient −0.21, p<0.0001), BMI before surgery (B; Spearman coefficient 0.11, p<0.001), duration of T2D (C; Spearman coefficient −0.43, p<0.001), glycosylated hemoglobin A1c (D; Spearman coefficient −0.28, p<0.001), and postoperative total weight loss (E; Spearman coefficient 0.19, p<0.001). BMI, body mass index; T2D, type 2 diabetes.
Chance of reaching diabetes remission depending on socioeconomic status
| Unadjusted OR (95% CI) | Adjusted OR (95% CI)† | Adjusted p value† | |
| Education | |||
| Primary education ≤9 years | 0.92 (0.81 to 1.05) | 0.96 (0.82 to 1.13) | 1.000* |
| Secondary education | Reference | Reference | Reference |
| Higher education ≤3 years | 1.09 (0.91 to 1.31) | 1.06 (0.86 to 1.31) | 1.000* |
| Higher education >3 years | 1.07 (0.89 to 1.28) | 1.00 (0.80 to 1.24) | 0.891* |
| Disposable income | |||
| <20th percentile | 0.93 (0.81 to 1.06) | 0.86 (0.73 to 1.01) | 0.116* |
| 20th–50th percentile | Reference | Reference | Reference |
| 50th–80th percentile | 1.00 (0.87 to 1.15) | 0.98 (0.84 to 1.16) | 0.796* |
| >80th percentile | 0.83 (0.70 to 0.99) | 0.80 (0.65 to 0.99) | 0.069* |
| Residence | |||
| Large city and municipality (>200 000 inhabitants) | Reference | Reference | Reference |
| Medium-sized town and municipality (50 000–200 000 inhabitants) | 1.20 (1.06 to 1.35) | 1.39 (1.20 to 1.61) | <0.001* |
| Small town, urban area, rural municipality (<50 000 inhabitants) | 1.20 (1.05 to 1.37) | 1.46 (1.25 to 1.71) | <0.001* |
| Heritage | |||
| Swedish-born, Swedish descendant | Reference | Reference | |
| Swedish-born, non-Swedish descendant | 1.10 (0.84 to 1.43) | 0.82 (0.60 to 1.13) | 0.235* |
| Born outside Sweden | 0.80 (0.70 to 0.90) | 0.66 (0.57 to 0.77) | <0.001* |
*P values after correction for multiple comparisons with the Bonferroni-Holm method.
†Adjusted for age, sex, BMI, insulin treatment at baseline, dyslipidemia, duration of diabetes, HbA1c at baseline, and %TWL at 2-year follow-up, with multiple imputation for missing values.
BMI, body mass index; HbA1c, glycosylated hemoglobin A1c; %TWL, percentage of total weight loss.