Skip to main content
Log in

A Genetic Risk Score for the Estimation of Weight Loss After Bariatric Surgery

  • Original Contributions
  • Published:
Obesity Surgery Aims and scope Submit manuscript

Abstract

Background

Sleeve gastrectomy (SG) and Roux-en-Y gastric bypass (RYGB) are the most frequent bariatric surgery procedures worldwide. In this prospective study, we examined the association of a genetic risk score (GRS) with loss of excess weight after bariatric surgery.

Methods

A total of forty-seven morbidly obese Greek patients who underwent SG (81%) or RYGB were recruited, followed up for 2 years and genotyped. Weight loss after surgery was reported as the percentage of excess weight that was lost (%EWL) at 12 and 24 months after surgery. A GRS was constructed based on previously BMI- and WHR-related single nucleotide polymorphisms (SNPs) that were found significantly correlated with weight loss after bariatric surgery in our population. The level of post-surgery %EWL after 12 and 24 months was estimated through two multiple linear regression models that considered the effects of relevant genetic risk variants.

Results

The first proposed model suggested that the predictor variables of GRS, age, and BMI had a significant effect on %EWL12m. GRS was significantly associated with %EWL12m, indicating a 4.618% decrease of %EWL12m per score unit. The second model indicated a positive correlation between %EWL24m and %EWL12m, suggesting that while post-surgery weight loss increased during the first 12 months, an increase was expected in the next 12 months as well. GRS was also significantly associated with %EWL24m, indicating approximately 3% decrease of %EWL24m per score unit.

Conclusion

GRS can be used in the future together with other preoperative parameters in order to predict the outcome of bariatric surgery.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Cheskin LJ, Frutchey RA, Bunyard L, et al. Obesity management. Encycl Food Health. 2015:126–13.

  2. Wolfe BM, Kvach E, Eckel RH. Treatment of obesity: weight loss and bariatric surgery. Circ Res. 2016;118(11):1844–55.

    Article  CAS  Google Scholar 

  3. Melissas J, Stavroulakis K, Tzikoulis V, et al. Sleeve Gastrectomy vs roux-en-Y gastric bypass. Data from IFSO-European Chapter Center of Excellence Program. Obes Surg. 2017;27(4):847–55.

    Article  Google Scholar 

  4. de Hollanda A, Ruiz T, Jiménez A, et al. Patterns of weight loss response following gastric bypass and sleeve gastrectomy. Obes Surg. 2015;25(7):1177–83.

    Article  Google Scholar 

  5. Diamantis T, Apostolou KG, Alexandrou A, et al. Review of long-term weight loss results after laparoscopic sleeve gastrectomy. Surg Obes Relat Dis. 2014;10:177–83.

    Article  Google Scholar 

  6. Melton GB, Steele KE, Schweitzer MA, et al. Suboptimal weight loss after gastric bypass surgery: correlation of demographics, comorbidities, and insurance status with outcomes. J Gastrointest Surg. 2008 Feb;12(2):250–5.

    Article  Google Scholar 

  7. Wood GC, Benotti PN, Lee CJ, et al. Evaluation of the association between preoperative clinical factors and long-term weight loss after Roux-en-Y gastric bypass. JAMA Surg. 2016;151(11):1056–62.

    Article  Google Scholar 

  8. Hainer V, Stunkard AJ, Kunešová M, et al. Intrapair resemblance in very low-calorie diet-induced weight loss in female obese identical twins. Int J Obes Relat Metab Disord. 2000;24:1051–7.

    Article  CAS  Google Scholar 

  9. Bouchard C, Tremblay A, Després JP, et al. The response to exercise with constant energy intake in identical twins. Obes Res. 1994;2(5):400–10.

    Article  CAS  Google Scholar 

  10. Hatoum IJ, Greenawalt DM, Cotsapas C, et al. Heritability of the weight loss response to gastric bypass surgery. J Clin Endocrinol Metab. 2011;96(10):1630–3.

    Article  Google Scholar 

  11. Sarzynski MA, Jacobson P, Rankinen T, et al. Associations of markers in 11 obesity candidate genes with maximal weight loss and weight regain in the SOS bariatric surgery cases. Int J Obes. 2011;35:676–83.

    Article  CAS  Google Scholar 

  12. Still CD, Wood GC, Chu X, et al. High allelic burden of four obesity SNPs is associated with poorer weight loss outcomes following gastric bypass surgery. Obesity. 2011;19:1676–83.

    Article  CAS  Google Scholar 

  13. Moore BS, Mirshahi UL, Yost EA, et al. Long-term weight-loss in gastric bypass patients carrying melanocortin 4 receptor variants. PLoS One. 2014;9:e93629.

    Article  Google Scholar 

  14. Hatoum IJ, Stylopoulos N, Vanhoose AM, et al. Melanocortin-4 receptor signalling is required for weight loss after gastric bypass surgery. J Clin Endocrinol Metab. 2012;97:1023–31.

    Article  Google Scholar 

  15. Censani M, Conroy R, Deng L, et al. Weight loss after bariatric surgery in morbidly obese adolescents with MC4R mutations. Obesity. 2014;22(1):225–31.

    Article  CAS  Google Scholar 

  16. Rasmussen-Torvik LJ, Baldridge AS, Pacheco JA, et al. rs4771122 predicts multiple measures of long-term weight loss after bariatric surgery. Obes Surg. 2015;25(11):2225–9.

    Article  Google Scholar 

  17. Speliotes EK, Willer CJ, Berndt SI, et al. Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index. Nat Genet. 2010;42(11):937–48.

    Article  CAS  Google Scholar 

  18. Locke AE, Kahali B, Berndt SI, et al. Genetic studies of body mass index yield new insights for obesity biology. Nature. 2015;518(7538):197–206.

    Article  CAS  Google Scholar 

  19. Heid IM, Jackson AU, Randall JC, et al. Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution. Nat Genet. 2010;42(11):949–60.

    Article  CAS  Google Scholar 

  20. Käkelä P, Jääskeläinen T, Torpström J, et al. Genetic risk score does not predict the outcome of obesity surgery. Obes Surg. 2014;24:128–33.

    Article  Google Scholar 

  21. Bandstein M, Voisin S, Nilsson EK, et al. A genetic risk score is associated with weight loss following Roux-en Y gastric bypass surgery. Obes Surg. 2016;26:2183–9.

    Article  Google Scholar 

  22. de Toro-Martín J, Guénard F, Tchernof A, Pérusse L, Marceau S, Vohl M-C. Polygenic risk score for predicting weight loss after bariatric surgery. JCI Insight 2018;3:0–12.

  23. Aasbrenn M, Schnurr TM, Have CT, et al. Genetic determinants of weight loss after bariatric surgery. Obes Surg. 2019;29(8):2554–61.

    Article  Google Scholar 

  24. Deitel M, Greenstein RJ. Recommendations for reporting weight loss. Comment in Obes Surg. 2008;18(6):761–2.

    Article  Google Scholar 

  25. Chang CC, Chow CC, Tellier LC, et al. Second-generation PLINK: rising to the challenge of larger and richer datasets. Gigascience. 2015;4:7.

    Article  Google Scholar 

  26. McCarthy S, Das S, Kretzschmar W, et al. A reference panel of 64,976 haplotypes for genotype imputation. Nat Genet. 2016;48(10):1279–83.

    Article  CAS  Google Scholar 

  27. Brethauer SA, Kim J, el Chaar M, et al. Standardized outcomes reporting in metabolic and bariatric surgery. Surg Obes Relat Dis. 2015;11(3):489–506.

    Article  Google Scholar 

  28. Maciejewski ML, Arterburn DE, Van Scoyoc L, et al. Bariatric surgery and long-term durability of weight loss. JAMA Surg. 2016;151(11):1046–55.

    Article  Google Scholar 

  29. Still CD, Wood GC, Chu X, et al. Clinical factors associated with weight loss outcomes after roux-en-Y gastric bypass surgery. Obesity. 2014;22(3):888–94.

    Article  Google Scholar 

  30. Livhits M, Mercado C, Yermilov I, et al. Preoperative predictors of weight loss following bariatric surgery: systematic review. Obes Surg. 2012;22(1):70–89.

    Article  Google Scholar 

  31. Contreras JE, Santander C, Court I, et al. Correlation between age and weight loss after bariatric surgery. Obes Surg. 2013;23(8):1286–9.

    Article  Google Scholar 

  32. Ochner CN, Jochner MCE, Caruso EA, et al. Effect of preoperative body mass index on weight loss after obesity surgery. Surg Obes Relat Dis. 2013;9(3):423–7.

    Article  Google Scholar 

  33. Corcelles R, Boules M, Froylich D, et al. Total weight loss as the outcome measure of choice after Roux-en-Y gastric bypass. Obes Surg. 2016;26(8):1794–8.

    Article  Google Scholar 

Download references

Acknowledgments

We thank University of Geneva Medical School in Switzerland, McGill University and Génome Québec Innovation Centre, and Bart’s and the London Genome Centre at Queen Mary, University of London, for the genotyping and technical support. We also thank all physicians of “Laiko” General Hospital, Athens, for their collaboration in patient recruitment and blood collecting and finally all patients for their consent and their trust.

Funding

This study was financially funded by program “THALES” which has been co-financed by the European Union (European Social Fund–ESF) and Greek national funds through the Operational Program “Education and Lifelong Learning” of the National Strategic Reference Framework (NSRF) (MIS 377123).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G. V. Dedoussis.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflict of interests.

Ethical Statement

The study was approved by the Bioethics Committee of Harokopio University of Athens (38073/13-07-2012), based on the Helsinki Declaration.

Consent Statement

All volunteers provided written informed consent

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic Supplementary Material

ESM 1

(DOCX 62 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Katsareli, E.A., Amerikanou, C., Rouskas, K. et al. A Genetic Risk Score for the Estimation of Weight Loss After Bariatric Surgery. OBES SURG 30, 1482–1490 (2020). https://doi.org/10.1007/s11695-019-04320-6

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11695-019-04320-6

Keywords

Navigation