Skip to main content
Log in

Anthropometric and Biochemical Measures in Bariatric Surgery Candidates: What Is the Role of Inflammatory Potential of Diet?

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

Abstract

Background

The present study aimed to assess dietary total antioxidant capacity (TAC), dietary phytochemical intake (PI), and dietary inflammatory index (DII) in patients with morbid obesity who are candidates of bariatric surgery and their association with anthropometric and biochemical parameters.

Methods and Materials

One hundred seventy patients with morbid obesity who were referred to surgery clinic of Firoozgar Hospital were enrolled in the study. Ideal body weight and adjusted ideal body weight were calculated. The dietary data were collected using a food frequency questionnaire. Anthropometrics and biochemical parameters were assessed. A p-value of <0.05 was considered significant.

Results

The strongest correlations of DII with dietary intakes and anthropometric and biochemical biomarkers were found for iron (p<0.0001). Significant association was also observed for ferritin (p=0.02) and transferrin (p=0.02). In terms of PI, The strongest associations were also found for iron (p<0.0001). Additionally, the value of body mass index (BMI) showed significant correlation with PI (p=0.04). The correlations of dietary total antioxidant indices with dietary intakes and anthropometric and biochemical biomarkers were assessed. Non-significant correlation was found between fasting blood sugar (FBS), hemoglobin A1C (HbA1C), vitamin B12, and vitamin D3 with ORAC index. Significant strong correlation showed for the value of iron in both ferric reducing ability of plasma (FRAP) and Oxygen Radical Absorbance Capacity (ORAC) indices (p<0.0001).

Conclusion

We find statistical significance correlation for dietary PI and BMI. The inflammatory and antioxidant properties of diet were not related to biochemical markers associated with obesity.

Graphical abstract

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.

Similar content being viewed by others

References

  1. Gregor MF, Hotamisligil GS. Inflammatory mechanisms in obesity. Annu Rev Immunol. 2011;29:415–45.

    Article  CAS  PubMed  Google Scholar 

  2. Lumeng CN, Saltiel AR. Inflammatory links between obesity and metabolic disease. J Clin Invest. 2011;121(6):2111–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Wozniak SE, Gee LL, Wachtel MS, et al. Adipose tissue: the new endocrine organ? A review article. Dig Dis Sci. 2009;54(9):1847–56.

    Article  PubMed  Google Scholar 

  4. Roberts DL, Dive C, Renehan AG. Biological mechanisms linking obesity and cancer risk: new perspectives. Annu Rev Med. 2010;61:301–16.

    Article  CAS  PubMed  Google Scholar 

  5. Buchwald H, Buchwald JN. Evolution of operative procedures for the management of morbid obesity 1950-2000. Obes Surg. 2002;12(5):705–17.

    Article  PubMed  Google Scholar 

  6. Saber AA, Elgamal MH, McLeod MK. Bariatric surgery: the past, present, and future. Obes Surg. 2008;18(1):121–8.

    Article  PubMed  Google Scholar 

  7. Frame-Peterson LA, Megill RD, Carobrese S, et al. Nutrient deficiencies are common prior to bariatric surgery. Nutr Clin Pract. 2017;32(4):463–9.

    Article  PubMed  Google Scholar 

  8. Kaidar-Person O, Person B, Szomstein S, et al. Nutritional deficiencies in morbidly obese patients: a new form of malnutrition? Part A: vitamins. Obes Surg. 2008;18(7):870–6.

    Article  PubMed  Google Scholar 

  9. Roust LR, DiBaise JK. Nutrient deficiencies prior to bariatric surgery. Curr Opin Clin Nutr Metab Care. 2017;20(2):138–44.

    Article  CAS  PubMed  Google Scholar 

  10. Stein EM, Strain G, Sinha N, et al. Vitamin D insufficiency prior to bariatric surgery: risk factors and a pilot treatment study. Clin Endocrinol. 2009;71(2):176–83.

    Article  CAS  Google Scholar 

  11. Ben-Porat T, Elazary R, Yuval JB, et al. Nutritional deficiencies after sleeve gastrectomy: can they be predicted preoperatively? Surg Obes Relat Dis. 2015;11(5):1029–36.

    Article  PubMed  Google Scholar 

  12. Shivappa N, Steck SE, Hurley TG, et al. Designing and developing a literature-derived, population-based dietary inflammatory index. Public Health Nutr. 2014;17(8):1689–96.

    Article  PubMed  Google Scholar 

  13. Ruiz-Canela M, Zazpe I, Shivappa N, et al. Dietary inflammatory index and anthropometric measures of obesity in a population sample at high cardiovascular risk from the PREDIMED (PREvencion con DIeta MEDiterranea) trial. Br J Nutr. 2015;113(6):984–95.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Wang Y, Yang M, Lee SG, et al. Diets high in total antioxidant capacity improve risk biomarkers of cardiovascular disease: a 9-month observational study among overweight/obese postmenopausal women. Eur J Nutr. 2014;53(6):1363–9.

    Article  CAS  PubMed  Google Scholar 

  15. Oliveira TMS, Bressan J, Pimenta AM, et al. Dietary inflammatory index and prevalence of overweight and obesity in Brazilian graduates from the Cohort of Universities of Minas Gerais (CUME project). Nutrition. 2020;71:110635.

    Article  PubMed  Google Scholar 

  16. Haji-Hosseini-Gazestani N, Keshavarz SA, Hosseini-Esfahani F, et al. The association of dietary inflammatory index and obesity phenotypes in women. Food Health. 2020;3(3):19–24.

    Google Scholar 

  17. Abete I, Goyenechea E, Zulet MA, et al. Obesity and metabolic syndrome: potential benefit from specific nutritional components. Nutr Metab Cardiovasc Dis. 2011;21(Suppl 2):B1–15.

    Article  CAS  PubMed  Google Scholar 

  18. Puchau B, Zulet MA, de Echavarri AG, et al. Dietary total antioxidant capacity: a novel indicator of diet quality in healthy young adults. J Am Coll Nutr. 2009;28(6):648–56.

    Article  PubMed  Google Scholar 

  19. Gonzalez-Castejon M, Rodriguez-Casado A. Dietary phytochemicals and their potential effects on obesity: a review. Pharmacol Res. 2011;64(5):438–55.

    Article  CAS  PubMed  Google Scholar 

  20. Vincent HK, Bourguignon CM, Taylor AG. Relationship of the dietary phytochemical index to weight gain, oxidative stress and inflammation in overweight young adults. J Hum Nutr Diet. 2010;23(1):20–9.

    Article  CAS  PubMed  Google Scholar 

  21. Im J, Kim M, Park K. Association between the phytochemical index and lower prevalence of obesity/abdominal obesity in Korean adults. 2020;12(8).

  22. Mechanick JI, Youdim A, Jones DB, et al. Clinical practice guidelines for the perioperative nutritional, metabolic, and nonsurgical support of the bariatric surgery patient—2013 update: cosponsored by American Association of Clinical Endocrinologists, the Obesity Society, and American Society for Metabolic & Bariatric Surgery. Obesity. 2013;21(S1):S1–S27.

    Article  CAS  PubMed  Google Scholar 

  23. Kathleen Mahan LM, Raymond JL. Krause’s food & the nutrition care process. 14th ed: Saunders; 2017. 1152 p

  24. Mirmiran P, Esfahani FH, Mehrabi Y, et al. Reliability and relative validity of an FFQ for nutrients in the Tehran lipid and glucose study. Public Health Nutr. 2010;13(5):654–62.

    Article  PubMed  Google Scholar 

  25. Haytowitz DBBS. USDA database for the oxygen radical absorbance capacity (ORAC) of selected foods, release 2: US Department of Agriculture; 2010.

  26. Carlsen MH, Halvorsen BL, Holte K, et al. The total antioxidant content of more than 3100 foods, beverages, spices, herbs and supplements used worldwide. Nutr J. 2010;9:3.

    Article  PubMed  PubMed Central  Google Scholar 

  27. McCarty MF. Proposal for a dietary “phytochemical index”. Med Hypotheses. 2004;63(5):813–7.

    Article  CAS  PubMed  Google Scholar 

  28. Doo M, Kim Y. The Consumption of dietary antioxidant vitamins modifies the risk of obesity among Korean men with short sleep duration. Nutrients. 2017;9(7):780.

    Article  PubMed Central  Google Scholar 

  29. Puchau B, Zulet MA, de Echávarri AG, et al. Dietary total antioxidant capacity is negatively associated with some metabolic syndrome features in healthy young adults. Nutrition. 2010;26(5):534–41.

    Article  CAS  PubMed  Google Scholar 

  30. Bahadoran Z, Golzarand M, Mirmiran P, et al. Dietary total antioxidant capacity and the occurrence of metabolic syndrome and its components after a 3-year follow-up in adults: Tehran Lipid and Glucose Study. Nutr Metab. 2012;9(1):70.

    Article  CAS  Google Scholar 

  31. Hosseini B, Saedisomeolia A, Allman-Farinelli M. association between antioxidant intake/status and obesity: a systematic review of observational studies. Biol Trace Elem Res. 2017;175(2):287–97.

    Article  CAS  PubMed  Google Scholar 

  32. Rautiainen S, Levitan EB, Orsini N, et al. Total antioxidant capacity from diet and risk of myocardial infarction: a prospective cohort of women. Am J Med. 2012;125(10):974–80.

    Article  CAS  PubMed  Google Scholar 

  33. Garcia-Arellano A, Ramallal R, Ruiz-Canela M, et al. Dietary inflammatory index and incidence of cardiovascular disease in the PREDIMED study. Nutrients. 2015;7(6):4124–38.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Shivappa N, Bosetti C, Zucchetto A, et al. Association between dietary inflammatory index and prostate cancer among Italian men. Br J Nutr. 2015;113(2):278–83.

    Article  CAS  PubMed  Google Scholar 

  35. Wirth MD, Shivappa N, Steck SE, et al. The dietary inflammatory index is associated with colorectal cancer in the National Institutes of Health–American Association of Retired Persons Diet and Health Study. Br J Nutr. 2015;113(11):1819–27.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Torres-Sanchez L, Galvan-Portillo M, Wolff MS, et al. Dietary consumption of phytochemicals and breast cancer risk in Mexican women. Public Health Nutr. 2009;12(6):825–31.

    Article  PubMed  Google Scholar 

  37. Mirzayi BR. Dietary phytochemical index and the risk of breast cancer: a case control study in a population of Iranian women. Asian Pac J Cancer Prev. 2013;14(5):2747–51.

    Article  PubMed  Google Scholar 

  38. Golzarand M, Bahadoran Z, Mirmiran P, et al. Dietary phytochemical index is inversely associated with the occurrence of hypertension in adults: a 3-year follow-up (the Tehran Lipid and Glucose Study). Eur J Clin Nutr. 2015;69(3):392–8.

    Article  CAS  PubMed  Google Scholar 

  39. Golzarand M, Mirmiran P, Bahadoran Z, et al. Dietary phytochemical index and subsequent changes of lipid profile: a 3-year follow-up in Tehran Lipid and Glucose Study in Iran. ARYA Atheroscler. 2014;10(4):203–10.

    PubMed  PubMed Central  Google Scholar 

  40. Abbasi M, Daneshpour MS, Hedayati M, et al. The relationship between MnSOD Val16Ala gene polymorphism and the level of serum total antioxidant capacity with the risk of chronic kidney disease in type 2 diabetic patients: a nested case-control study in the Tehran lipid glucose study. Nutr Metab. 2018;15:25.

    Article  Google Scholar 

  41. Pourvali K, Abbasi M, Mottaghi A. Role of superoxide dismutase 2 gene Ala16Val polymorphism and total antioxidant capacity in diabetes and its complications. Avicenna J Med Biotechnol. 2016;8(2):48–56.

    PubMed  PubMed Central  Google Scholar 

  42. Mottaghi A, Bahadoran Z, Mirmiran P, et al. Is dietary phytochemical index in association with the occurrence of hypertriglyceridemic waist phenotype and changes in lipid accumulation product index? A prospective approach in Tehran Lipid and Glucose Study. Int J Pharmacogn Phytochem Res. 2015;7(1):16–21.

    Google Scholar 

  43. Lugo-Martínez G, Cruz-Muñoz LL, Jiménez-Zamarripa CA, et al. Assessment of nutritional status and antioxidant intake in obesity and overweight postmenopausal women: a pilot trial. Adv Nutr. 2016;7(1):26A-A.

    Google Scholar 

  44. Liu J, Sun B, Yin H, Liu S. Hepcidin: a promising therapeutic target for iron disorders: a systematic review. Medicine. 2016;95(14).

  45. Cepeda-Lopez AC, Osendarp SJ, Melse-Boonstra A, et al. Sharply higher rates of iron deficiency in obese Mexican women and children are predicted by obesity-related inflammation rather than by differences in dietary iron intake. Am J Clin Nutr. 2011;93(5):975–83.

    Article  CAS  PubMed  Google Scholar 

  46. Cheng HL, Bryant CE, Rooney KB, et al. Iron, hepcidin and inflammatory status of young healthy overweight and obese women in Australia. PLoS One. 2013;8(7):e68675.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Ganz T, Nemeth E. Hepcidin and iron homeostasis. Biochimica et Biophysica Acta (BBA)-Molecular. Cell Res. 2012;1823(9):1434–43.

    CAS  Google Scholar 

  48. Dao MC, Meydani SN. Iron biology, immunology, aging, and obesity: four fields connected by the small peptide hormone hepcidin. Adv Nutr. 2013;4(6):602–17.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Puchau B, Ochoa MC, Zulet MA, et al. Dietary total antioxidant capacity and obesity in children and adolescents. Int J Food Sci Nutr. 2010;61(7):713–21.

    Article  PubMed  Google Scholar 

  50. Hermsdorff HH, Puchau B, Volp AC, et al. Dietary total antioxidant capacity is inversely related to central adiposity as well as to metabolic and oxidative stress markers in healthy young adults. Nutr Metab. 2011;8:59.

    Article  CAS  Google Scholar 

  51. de Koning L, Merchant AT, Pogue J, et al. Waist circumference and waist-to-hip ratio as predictors of cardiovascular events: meta-regression analysis of prospective studies. Eur Heart J. 2007;28(7):850–6.

    Article  PubMed  Google Scholar 

  52. Zujko ME, Waśkiewicz A, Witkowska AM, et al. Dietary total antioxidant capacity and dietary polyphenol intake and prevalence of metabolic syndrome in polish adults: a nationwide study. Oxidative Med Cell Longev. 2018;2018:7487816.

    Article  Google Scholar 

  53. Kim S, Song Y, Lee JE, et al. Total antioxidant capacity from dietary supplement decreases the likelihood of having metabolic syndrome in Korean adults. Nutrients. 2017;9(10):1055.

    Article  PubMed Central  Google Scholar 

  54. Georgoulis M, Fragopoulou E, Kontogianni MD, et al. Blood redox status is associated with the likelihood of nonalcoholic fatty liver disease irrespectively of diet's total antioxidant capacity. Nutr Res. 2015;35(1):41–8.

    Article  CAS  PubMed  Google Scholar 

  55. Rautiainen S, Lindblad B, Morgenstern R, et al. Total antioxidant capacity of the diet and risk of age-related cataract: a population-based prospective cohort of women. JAMA Ophthalmol. 2014;132(3):247–52.

    Article  PubMed  Google Scholar 

  56. Wei J, Zeng C, Gong Q-Y, et al. Associations between dietary antioxidant intake and metabolic syndrome. PLoS One. 2015;10(6):e0130876-e.

    Article  Google Scholar 

  57. Psaltopoulou T, Panagiotakos DB, Pitsavos C, et al. Dietary antioxidant capacity is inversely associated with diabetes biomarkers: The ATTICA study. Nutr Metab Cardiovasc Dis. 2011;21(8):561–7.

    Article  CAS  PubMed  Google Scholar 

  58. Murri M, García-Fuentes E, García-Almeida JM, et al. Changes in oxidative stress and insulin resistance in morbidly obese patients after bariatric surgery. Obes Surg. 2010;20(3):363–8.

    Article  PubMed  Google Scholar 

  59. Mozaffari H, Daneshzad E, Surkan PJ, et al. Dietary Total antioxidant capacity and cardiovascular disease risk factors: a systematic review of observational studies. J Am Coll Nutr. 2018;37(6):533–45.

    Article  CAS  PubMed  Google Scholar 

  60. Abdali D, Samson SE, Grover AK. How effective are antioxidant supplements in obesity and diabetes? Medical principles and practice : international journal of the Kuwait University. Health Sci Centre. 2015;24(3):201–15.

    Google Scholar 

  61. Bahadoran Z, Golzarand M, Mirmiran P, et al. The association of dietary phytochemical index and cardiometabolic risk factors in adults: Tehran Lipid and Glucose Study. J Hum Nutr Diet. 2013;26(Suppl 1):145–53.

    Article  PubMed  Google Scholar 

  62. Muhammad HFL, Vink RG, Roumans NJT, Arkenbosch LAJ, Mariman EC, van Baak MA. Dietary intake after weight loss and the risk of weight regain: macronutrient composition and inflammatory properties of the diet. Nutrients. 2017;9(11).

  63. Ramallal R, Toledo E, Martinez JA, et al. Inflammatory potential of diet, weight gain, and incidence of overweight/obesity: the SUN cohort. Obesity (Silver Spring, Md). 2017;25(6):997–1005.

    Article  Google Scholar 

  64. Shivappa N, Steck SE, Hurley TG, et al. A population-based dietary inflammatory index predicts levels of C-reactive protein in the Seasonal Variation of Blood Cholesterol Study (SEASONS). Public Health Nutr. 2014;17(8):1825–33.

    Article  PubMed  Google Scholar 

  65. M S Eid N, Albadri A-R, Alshobragi K, Sharqawi N, Albar R, Altaf A. Assessing inflammation in obese patients using DII dietary inflammatory index – a pilot cross sectional study in Jeddah, Saudi Arabia in the year 20172018. 137-45 p.

  66. Wirth MD, Burch J, Shivappa N, et al. Association of a dietary inflammatory index with inflammatory indices and metabolic syndrome among police officers. J Occup Environ Med. 2014;56(9):986–9.

    Article  PubMed  PubMed Central  Google Scholar 

  67. Carnauba RA, Chaves DF, Baptistella AB, et al. Association between high consumption of phytochemical-rich foods and anthropometric measures: a systematic review. Int J Food Sci Nutr. 2017;68(2):158–66.

    Article  CAS  PubMed  Google Scholar 

  68. Shivappa N, Steck SE, Hurley TG, et al. Designing and developing a literature-derived, population-based dietary inflammatory index. Public Health Nutr. 2013;17(8):1689–96.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

This work would not have been possible without the excellent collaboration between the Departments of Surgery and Research Center for Prevention of Cardiovascular Diseases. The authors wish to expressly thank the patients who participated in this study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Azadeh Mottaghi.

Ethics declarations

Ethics Approval

The study was conducted according to the Declaration of Helsinki, and study protocol was approved by the ethics committee (IR.IUMS.REC 1396-31585).

Informed Consent

Informed written consents were obtained from all participants.

Conflict of Interest

Dr. Azadeh Mottaghi reports grant during the conduct of the study. All other authors report no conflict of interest.

Additional information

Publisher’s Note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sezavar, H., Yousefi, R., Abbasi, M. et al. Anthropometric and Biochemical Measures in Bariatric Surgery Candidates: What Is the Role of Inflammatory Potential of Diet?. OBES SURG 31, 3097–3108 (2021). https://doi.org/10.1007/s11695-021-05345-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11695-021-05345-6

Keywords

Navigation