| Literature DB >> 31089566 |
Abstract
Bariatric surgery has evolved from a surgical measure for treating morbid obesity to an epochal remedy for treating metabolic syndrome as a whole, which is represented by type 2 diabetes mellitus. Numerous clinical trials have advocated bariatric or metabolic surgery over nonsurgical interventions because of markedly superior metabolic outcomes in morbidly obese patients who satisfy traditional criteria for bariatric surgery (body mass index [BMI] >35 kg/m2) and in less obese or simply overweight patients. Nevertheless, not all diabetes patients achieve the most desirable outcomes; i.e., diabetes remission after metabolic surgery. Thus, candidates for metabolic surgery should be carefully selected based on comprehensive preoperative assessments of the risk-benefit ratio. Predictors for diabetes remission after metabolic surgery may be classified into two groups based on mechanism of action. The first is indices for preserved pancreatic beta-cell function, including younger age, shorter duration of diabetes, and higher C-peptide level. The second is the potential for an insulin resistance reduction, including higher baseline BMI and visceral fat area. Several prediction models for diabetes remission have been suggested by merging these two to guide the joint decision-making process between clinicians and patients. Three such models, DiaRem, ABCD, and individualized metabolic surgery scores, provide an intuitive scoring system and have been validated in an independent external cohort and can be utilized in routine clinical practice. These prediction models need further validation in various ethnicities to ensure universal applicability.Entities:
Keywords: Bariatric surgery; Diabetes mellitus; Metabolic syndrome; Morbid obesity; Weight loss
Year: 2018 PMID: 31089566 PMCID: PMC6513303 DOI: 10.7570/jomes.2018.27.4.213
Source DB: PubMed Journal: J Obes Metab Syndr ISSN: 2508-6235
Predictors of diabetes remission after bariatric or metabolic surgery
| Author (year) | Number | Type of surgery | Baseline BMI (kg/m2) | Baseline HbA1c (%) | Duration of diabetes (yr) | Remission rate | Definition of diabetes remission | Predictor of diabetes remission |
|---|---|---|---|---|---|---|---|---|
| Hayes et al. (2011) | 127 | RYGB | 46.8±9.4 | 7.7±1.7 | 4.5±5 | 84% at 12 months | HbA1c <6% without medication | Preoperative BMI, HbA1c, FPG presence of hypertension T2DM status |
| Hamza et al. (2011) | 74 | LAGB & RYGB | 51.6±8.2 | LAGB, 7.5±1.8; RYGB, 7.9±1.9 | <5 (n=34) | LAGB, 24%; RYGB, 50% at 17 months | HbA1c <6.5% & FPG <100 without medication | Age, %EWL (type of surgery, female, follow-up duration) |
| Blackstone et al. (2012) | 505 | RYGB | 48.7±8.1 | 7.5±1.6 | Median, 4 | 43.2% at 14 months | HbA1c <5.7% & FPG <100 without medication | Preoperative FPG, HbA1c |
| Aarts et al. (2013) | 56 | RYGB | 48.1±6.3 | 7.4±1.5 | OHA, 4.8±5.0; insulin, 8.7±6.1 | 74% | HbA1c ≤6.5% without medication | Recent T2DM diagnosis |
| Schauer et al. (2014) | 99 | RYGB & LSG | 36±3.5 | 9.3±1.5 | 8.3±5.1 | RYGB, 46%; LSG, 29% at 3 years | HbA1c <6.5% without medication | Reduction in BMI (OR, 1.33) |
| Bhasker et al. (2015) | 106 | RYGB | 45±7.8 | 8.7±2.1 | 8.2±6.2 | NA (HbA1c 6.2±1.3 at 5 years) | HbA1c <6% & FPG <100 without medication for 6 months | C-peptide levels ≥3 ng/mL |
| Yu et al. (2015) | 68 | RYGB | 31.5±3.6 | 8.6±2.1 | 7 | 73.5% at 1 year | HbA1c <6.5% without medication | Shorter T2DM duration |
| Park and Kim (2016) | 134 | RYGB | 37.9±5.2 | 8.0±1.5 | 4.6±5.8 | 46.1% at 12 months | HbA1c <6% without medication | C-peptide levels >2.6 ng/mL |
| Scopinaro et al. (2017) | 135 | BPD | 27.0±9.6 | 9.2±1.7 | 11.1±7.8 | 60.7% at 5 years | HbA1c <6.5% without medication | Preoperative BMI |
Values are presented as mean±standard deviation.
BMI, body mass index; HbA1c, glycosylated hemoglobin; RYGB, Roux-en-Y gastric bypass; FPG, fasting plasma glucose; T2DM, type 2 diabetes mellitus; LAGB, laparoscopic adjustable gastric banding; EWL, excess weight loss; OHA, oral hypoglycemic agents; LSG, laparoscopic sleeve gastrectomy; OR, odds ratio; NA, not available; VFA, visceral fat area; BPD, biliopancreatic diversion.
Calculation of DiaRem score and probability of diabetes remission after Roux-en-Y gastric bypass
| Variable | Score |
|---|---|
| Age (yr) | |
| <40 | 0 |
| 40–49 | 1 |
| 50–59 | 2 |
| ≥60 | 3 |
|
| |
| HbA1c (%) | |
| <6.5 | 0 |
| 6.5–6.9 | 2 |
| 7.0–8.9 | 4 |
| ≥9.0 | 6 |
|
| |
| Other diabetes drugs | |
| No sulfonylureas or insulin-sensitizing agents other than metformin | 0 |
| Sulfonylureas and insulin-sensitizing agents other than metformin | 3 |
|
| |
| Treatment with insulin | |
| No | 0 |
| Yes | 10 |
|
| |
| Overall score (sum of the four components) | 0–22 |
|
| |
| Probability of remission in each DiaRem score subgroup | |
| 0–2 | 87 (83–90) |
| 3–7 | 66 (61–70) |
| 8–12 | 32 (24–40) |
| 13–17 | 16 (12–21) |
| 18–22 | 5 (0–9) |
Values are presented as probability (%) with 95% confidence interval.
Including both partial and complete remissions.
HbA1c, glycosylated hemoglobin.
Adapted from Still CD, et al. Lancet Diabetes Endocrinol 2014;2:38–45, with permission from Elsevier.31
Modified ABCD scoring system and the probability of diabetes remission after gastric bypass
| Variable | Point on ABCD index | |||
|---|---|---|---|---|
| 0 | 1 | 2 | 3 | |
| Age (yr) | ≥40 | <40 | ||
| BMI (kg/m2) | <27.0 | 27.0–34.9 | 35.0–41.9 | ≥42.0 |
| C-peptide (mg/L) | <2.0 | 2.0–2.9 | 3.0–4.9 | ≥5.0 |
| Duration of diabetes (yr) | >8 | 4–8 | 1–3.9 | <1 |
| ABCD score (%) | Probability of diabetes remission | |||
| Complete remission | Partial remission | |||
| 0 | 5.9 | 5.9 | ||
| 1 | 5.0 | 20.0 | ||
| 2 | 26.3 | 38.6 | ||
| 3 | 31.9 | 42.0 | ||
| 4 | 52.5 | 67.8 | ||
| 5 | 55.4 | 75.0 | ||
| 6 | 61.7 | 78.3 | ||
| 7 | 77.0 | 92.3 | ||
| 8 | 85.2 | 96.3 | ||
| 9 | 87.1 | 87.1 | ||
| 10 | 93.9 | 93.3 | ||
| Overall | 52.2 | 64.7 | ||
According to the analysis of 510 patients of Asian Diabetes Surgery Study.
BMI, body mass index.
Adapted from Lee WJ, et al. Obes Surg 2015;25:1772–8, with permission from Springer Nature.35
Figure 1Nomogram for individualized metabolic surgery score. Preop, preoperative; HbA1c, glycosylated hemoglobin; RYGB, Roux-en-Y gastric bypass; SG, sleeve gastrectomy. Adapted from Aminian A, et al. Ann Surg 2017;266:650–7, with permission from Wolters Kluwer Health Inc.38