Abstract
Background
Roux-en-Y gastric bypass (RYGB) is associated with a high rate of type 2 diabetes (T2D) remission. Carriers of heterozygous variants in the leptin-melanocortin pathway (LMP) are more likely to experience weight recurrence after RYGB. Our aim was to investigate if carrier status and associated weight regain affects the rate of T2D remission after RYGB.
Methods
Carriers of LMP variants with a diagnosis of T2D prior to RYGB (N = 16) were matched to non-carriers (N = 32) based on sex, age, and BMI. We assessed for post-operative T2D remission status post-surgery on a yearly basis, for up to 15 years. Our primary endpoint was the proportion of patients achieving T2D remission at 1 year. We conducted a survival analysis for all patients that achieved remission at least at one time-point to evaluate for maintenance of T2D remission by using a log-rank test.
Results
Both carriers and non-carriers had similar baseline and procedural characteristics. The proopiomelanocortin gene in the LMP pathway had the most variants (n = 5, 31%). Carriers had a lower total body weight loss percentage at nadir (28.7% ± 6.9) than non-carriers (33.7% ± 8.8, p = 0.04). The proportion of patients achieving T2D remission at 1 year was 68.8% for carriers and 71.9% for non-carriers (p = 1.0). Survival curves for maintenance of first remission were similar for both groups (p = 0.73), with a median survival of 8 years for both carriers and non-carriers.
Conclusions
Despite inferior weight loss outcomes at nadir, carriers had similar T2D remission rates when compared to non-carriers. Weight-independent metabolic benefits of RYGB might contribute to this observation.
Graphical Abstract
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Abbreviations
- LMP:
-
Leptin melanocortin pathway
- RYGB:
-
Roux-en-Y gastric bypass
- T2D:
-
Type 2 Diabetes
- WR:
-
Weight recurrence
- TBWL:
-
Total body weight loss
- GLTs:
-
Glucose lowering therapies
References
Ward ZJ, Bleich SN, Cradock AL, Barrett JL, Giles CM, Flax C, et al. Projected U.S. State-Level Prevalence of Adult Obesity and Severe Obesity. N Engl J Med. 2019;381(25):2440–50.
Romieu I, Dossus L, Barquera S, Blottière HM, Franks PW, Gunter M, et al. Energy balance and obesity: what are the main drivers? Cancer Causes Control. 2017;28(3):247–58.
Schwartz MW, Woods SC, Porte D Jr, Seeley RJ, Baskin DG. Central nervous system control of food intake. Nature. 2000;404(6778):661–71.
Yang Y, Xu Y. The central melanocortin system and human obesity. J Mol Cell Biol. 2020;12(10):785–97.
Gala K, Ghusn W, Fansa S, Abu Dayyeh BK, Ghanem OM, Kellogg T, et al. Effects of Heterozygous Variants in the Leptin-Melanocortin Pathway on Transoral Outlet Reduction After Roux-en-Y Gastric Bypass: A Case-Control Study and Review of Literature. Obes Surg. 2023
Cifuentes L, Campos A, Sacoto D, Ghusn W, De la Rosa A, Feris F, et al. Cardiovascular Risk and Diseases in Patients With and Without Leptin-Melanocortin Pathway Variants. Mayo Clin Proc. 2023;98(4):533–40.
American Diabetes Association. Economic costs of diabetes in the U.S. in 2017. Diabetes Care. 2018;41(5):917–28.
Madsen LR, Baggesen LM, Richelsen B, Thomsen RW. Effect of Roux-en-Y gastric bypass surgery on diabetes remission and complications in individuals with type 2 diabetes: a Danish population-based matched cohort study. Diabetologia. 2019;62(4):611–20.
Campos A, Cifuentes L, Hashem A, Busebee B, Hurtado-Andrade MD, Ricardo-Silgado ML, et al. Effects of Heterozygous Variants in the Leptin-Melanocortin Pathway on Roux-en-Y Gastric Bypass Outcomes: a 15-Year Case-Control Study. Obes Surg. 2022;32(8):2632–40.
Schwartz MW, Porte D Jr. Diabetes, obesity, and the brain. Science. 2005;307(5708):375–9.
Meek TH, Matsen ME, Damian V, Cubelo A, Chua SC Jr, Morton GJ. Role of Melanocortin Signaling in Neuroendocrine and Metabolic Actions of Leptin in Male Rats With Uncontrolled Diabetes. Endocrinology. 2014;155(11):4157–67.
Rossi J, Balthasar N, Olson D, Scott M, Berglund E, Lee CE, et al. Melanocortin-4 receptors expressed by cholinergic neurons regulate energy balance and glucose homeostasis. Cell Metab. 2011;13(2):195–204.
Berglund ED, Liu T, Kong X, Sohn JW, Vong L, Deng Z, et al. Melanocortin 4 receptors in autonomic neurons regulate thermogenesis and glycemia. Nat Neurosci. 2014;17(7):911–3.
Olson JE, Ryu E, Johnson KJ, Koenig BA, Maschke KJ, Morrisette JA, et al. The Mayo Clinic Biobank: a building block for individualized medicine. Mayo Clin Proc. 2013;88(9):952–62.
King WC, Hinerman AS, Belle SH, Wahed AS, Courcoulas AP. Comparison of the Performance of Common Measures of Weight Regain After Bariatric Surgery for Association With Clinical Outcomes. JAMA. 2018;320(15):1560–9.
Riddle MC, Cefalu WT, Evans PH, Gerstein HC, Nauck MA, Oh WK, et al. Consensus Report: Definition and Interpretation of Remission in Type 2 Diabetes. Diabetes Care. 2021;44(10):2438–44.
Cooiman MI, Alsters SIM, Duquesnoy M, Hazebroek EJ, Meijers-Heijboer HJ, Chahal H, et al. Long-Term Weight Outcome After Bariatric Surgery in Patients with Melanocortin-4 Receptor Gene Variants: a Case-Control Study of 105 Patients. Obes Surg. 2022;32(3):837–44.
Cooiman MI, Kleinendorst L, Aarts EO, Janssen IMC, van Amstel HKP, Blakemore AI, et al. Genetic Obesity and Bariatric Surgery Outcome in 1014 Patients with Morbid Obesity. Obes Surg. 2020;30(2):470–7.
Fojas EGF, Radha SK, Ali T, Nadler EP, Lessan N. Weight and Glycemic Control Outcomes of Bariatric Surgery and Pharmacotherapy in Patients With Melanocortin-4 Receptor Deficiency. Front Endocrinol (Lausanne). 2021;12: 792354.
Huang X, Liu T, Zhong M, Cheng Y, Hu S, Liu S. Predictors of glycemic control after sleeve gastrectomy versus Roux-en-Y gastric bypass: A meta-analysis, meta-regression, and systematic review. Surg Obes Relat Dis. 2018;14(12):1822–31.
Aminian A, Brethauer SA, Andalib A, Nowacki AS, Jimenez A, Corcelles R, et al. Individualized Metabolic Surgery Score: Procedure Selection Based on Diabetes Severity. Ann Surg. 2017;266(4):650–7.
Dicker D, Golan R, Aron-Wisnewsky J, Zucker JD, Sokolowska N, Comaneshter DS, et al. Prediction of Long-Term Diabetes Remission After RYGB, Sleeve Gastrectomy, and Adjustable Gastric Banding Using DiaRem and Advanced-DiaRem Scores. Obes Surg. 2019;29(3):796–804.
Aron-Wisnewsky J, Sokolovska N, Liu Y, Comaneshter DS, Vinker S, Pecht T, et al. The advanced-DiaRem score improves prediction of diabetes remission 1 year post-Roux-en-Y gastric bypass. Diabetologia. 2017;60(10):1892–902.
Lee WJ, Chong K, Chen SC, Zachariah J, Ser KH, Lee YC, et al. Preoperative Prediction of Type 2 Diabetes Remission After Gastric Bypass Surgery: a Comparison of DiaRem Scores and ABCD Scores. Obes Surg. 2016;26(10):2418–24.
Robert M, Ferrand-Gaillard C, Disse E, Espalieu P, Simon C, Laville M, et al. Predictive factors of type 2 diabetes remission 1 year after bariatric surgery: impact of surgical techniques. Obes Surg. 2013;23(6):770–5.
Ghusn W, Ikemiya K, Al Annan K, Acosta A, Dayyeh BKA, Lee E, et al. Diabetes mellitus remission in patients with BMI > 50 kg/m(2) after bariatric surgeries: a real-world multi-centered study. Obes Surg. 2023;33(6):1838–45.
Chikunguwo SM, Wolfe LG, Dodson P, Meador JG, Baugh N, Clore JN, et al. Analysis of factors associated with durable remission of diabetes after Roux-en-Y gastric bypass. Surg Obes Relat Dis. 2010;6(3):254–9.
Li M, Liu Z, Qian B, Liu W, Horimoto K, Xia J, et al. "Dysfunctions" induced by Roux-en-Y gastric bypass surgery are concomitant with metabolic improvement independent of weight loss. Cell Discov. 2020;6:4.
Chávez-Talavera O, Tailleux A, Lefebvre P, Staels B. Bile Acid Control of Metabolism and Inflammation in Obesity, Type 2 Diabetes, Dyslipidemia, and Nonalcoholic Fatty Liver Disease. Gastroenterology. 2017;152(7):1679-94.e3.
Wang W, Cheng Z, Wang Y, Dai Y, Zhang X, Hu S. Role of Bile Acids in Bariatric Surgery. Front Physiol. 2019;10:374.
Laferrère B, Pattou F. Weight-Independent Mechanisms of Glucose Control After Roux-en-Y Gastric Bypass. Front Endocrinol (Lausanne). 2018;9:530.
Thaler JP, Cummings DE. Hormonal and Metabolic Mechanisms of Diabetes Remission after Gastrointestinal Surgery. Endocrinology. 2009;150(6):2518–25.
Dambha-Miller H, Day AJ, Strelitz J, Irving G, Griffin SJ. Behaviour change, weight loss and remission of Type 2 diabetes: a community-based prospective cohort study. Diabet Med. 2020;37(4):681–8.
Ko JH, Kim TN. Type 2 Diabetes Remission with Significant Weight Loss: Definition and Evidence-Based Interventions. J Obes Metab Syndr. 2022;31(2):123–33.
Acknowledgements
We thank the participants from the Mayo Clinic Biobank and Rhythm Pharmaceuticals for the genotyping studies.
Funding
Dr. Acosta is supported by NIH (NIH K23-DK114460), The Mayo Clinic Biobank, and Rhythm Pharmaceuticals for the genotyping studies. The Mayo Clinic Biobank is supported by the Mayo Clinic Center for Individualized Medicine. The funding source was not involved in the study design, in the collection, analysis, and interpretation of the data, in writing the report, or in the decision to submit the paper for publication.
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Contributions
All authors had full access to all the data and statistical analyses. AA had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
Concept and design: AA, DA.
Acquisition, analysis, or interpretation of data: DA, WG, AC, LC, SF, ET, JTB, KG, MDH, JEO, AA.
Drafting of the manuscript: DA.
Critical revision of the manuscript for important intellectual content: AA, MDH, JEO.
Statistical analysis: DA.
Supervision: AA, MDJ, JEO.
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Conflict of Interest
Andres Acosta was supported by NIH (NIH K23-DK114460), The Mayo Clinic Biobank, and Rhythm Pharmaceuticals for the genotyping studies. The Mayo Clinic Biobank is supported by the Mayo Clinic Center for Individualized Medicine. The funding source was not involved in the study design, in the collection, analysis, and interpretation of the data, in writing the report, or in the decision to submit the paper for publication. Andres Acosta holds equity in Phenomix Sciences Inc. Andres Acosta served as a consultant for Rhythm Pharmaceuticals, General Mills, Currax, Nestle, Amgen, Structure, and Boehringer Ingelheim. The rest of the authors declare no conflicts of interest.
Ethical Approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Statement of Informed Consent
Informed consent was obtained from all individual participants included in the study and all participants provided prior written authorization for research use of their medical records and biological samples, including their use for genotyping studies.
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The investigators will share deidentified data that underlies the results reported in this article after deidentification upon request by bona fide researchers who provide a methodologically appropriate proposal. Proposals should be directed to acosta.andres@mayo.edu. To gain access, data requestors will need to sign a data access agreement.
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Key Points
• Almost 10% of patients undergoing Roux-en-Y gastric bypass can have genetic variants in the leptin-melanocortin pathway.
• Carriers of heterozygous genetic variants in the leptin-melanocortin pathway can have significant weight regain in the mid- and long-term after Roux-en-Y gastric bypass.
• Despite inferior weight loss outcomes at nadir, carriers of heterozygous genetic variants in the leptin-melanocortin pathway have similar type 2 diabetes remission rates and maintenance after Roux-en-Y Gastric bypass than non-carriers.
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Anazco, D., Ghusn, W., Campos, A. et al. Type 2 Diabetes Remission in Patients with Heterozygous Variants in the Leptin-Melanocortin Pathway after Roux-en-Y Gastric Bypass: A Matched Case–Control Study. OBES SURG 33, 3502–3509 (2023). https://doi.org/10.1007/s11695-023-06859-x
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DOI: https://doi.org/10.1007/s11695-023-06859-x