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Body Mass Index and Major Cancer Surgery Outcomes: Lack of Association or Need for Alternative Measurements of Obesity?

  • Healthcare Policy and Outcomes
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Abstract

Background

Although surgical studies have reported inconsistent associations between increased body mass index (BMI) and operative outcomes, the accuracy of BMI for measuring obesity has been questioned in previous epidemiologic studies. Simultaneously, BMI has known comorbidities, which may mediate the effect of BMI if included in multivariable models. We sought to examine the effect of BMI on operative outcomes after adjusting for preoperative factors.

Methods

We identified 8858 patients who underwent major thoracic, abdominal, and pelvic surgery for solid organ tumors in American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) centers from 2005 to 2007. We used multivariable analyses to assess the effect of BMI on short-term operative outcomes after controlling for covariates.

Results

Increased BMI was not associated with worse short-term operative outcomes in our bivariable analyses. However, patients with BMI ≥35 had higher American Society of Anesthesiologists scores, longer operative times, and an increased number of postoperative complications (P < 0.0001). After adjusting for pre- and intraoperative factors, BMI did not predict any short-term operative outcome except for an increased total number of complications in BMI ≥35. These results persisted after removing potential mediators from the multivariable analysis.

Conclusions

In ACS NSQIP, BMI has minimal association with short-term operative outcomes after major cancer surgery. Although these findings may suggest a lack of association between obesity and cancer surgery outcomes, it confirms the previously examined limitations of BMI. Because of the rising incidence of obesity in the United States and its challenging effect on surgeon’s practice, ACS NSQIP should consider exploring alternative measures of general and abdominal obesity.

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References

  1. Mokdad AH, Serdula MK, Dietz WH, et al. The spread of the obesity epidemic in the United States, 1991–1998. JAMA. 1999;282:1519–22.

    Article  CAS  PubMed  Google Scholar 

  2. Mokdad AH, Serdula MK, Dietz WH, et al. The continuing epidemic of obesity in the United States. JAMA. 2000;284:1650–1.

    Article  CAS  PubMed  Google Scholar 

  3. Mokdad AH, Bowman BA, Ford ES, et al. The continuing epidemics of obesity and diabetes in the United States. JAMA. 2001;286:1195–200.

    Article  CAS  PubMed  Google Scholar 

  4. Mokdad AH, Ford ES, Bowman BA, et al. Prevalence of obesity, diabetes, and obesity-related health risk factors, 2001. JAMA. 2003;289:76–9.

    Article  PubMed  Google Scholar 

  5. Birkmeyer NJ, Charlesworth DC, Hernandez F, et al. Obesity and risk of adverse outcomes associated with coronary artery bypass surgery. Northern New England Cardiovascular Disease Study Group. Circulation. 1998;97:1689–94.

    CAS  PubMed  Google Scholar 

  6. Gedaly R, McHugh PP, Johnston TD, et al. Obesity, diabetes, and smoking are important determinants of resource utilization in liver resection: a multicenter analysis of 1029 patients. Ann Surg. 2009;249:414–9.

    Article  PubMed  Google Scholar 

  7. Hawn MT, Bian J, Leeth RR, et al. Impact of obesity on resource utilization for general surgical procedures. Ann Surg. 2005;241:821–6.

    Article  PubMed  Google Scholar 

  8. Kodera Y, Ito S, Yamamura Y, et al. Obesity and outcome of distal gastrectomy with D2 lymphadenectomy for carcinoma. Hepatogastroenterology. 2004;51:1225–8.

    PubMed  Google Scholar 

  9. Merkow RP, Bilimoria KY, McCarter MD, et al. Effect of body mass index on short-term outcomes after colectomy for cancer. J Am Coll Surg. 2009;208:53–61.

    Article  PubMed  Google Scholar 

  10. Mullen JT, Davenport DL, Hutter MM, et al. Impact of body mass index on perioperative outcomes in patients undergoing major intra-abdominal cancer surgery. Ann Surg Oncol. 2008;15:2164–72.

    Article  PubMed  Google Scholar 

  11. Nair S, Verma S, Thuluvath PJ. Obesity and its effect on survival in patients undergoing orthotopic liver transplantation in the United States. Hepatology. 2002;35:105–9.

    Article  PubMed  Google Scholar 

  12. Tsujinaka T, Sasako M, Yamamoto S, et al. Influence of overweight on surgical complications for gastric cancer: results from a randomized control trial comparing D2 and extended para-aortic D3 lymphadenectomy (JCOG9501). Ann Surg Oncol. 2007;14:355–61.

    Article  PubMed  Google Scholar 

  13. National Institutes of Health. National Heart, Lung, and Blood Institute. Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults: the evidence report. NIH Publication 98-4083. Rockville, MD: National Institutes of Health; 1998. http://www.nhlbi.nih.gov/guidelines/obesity/ob_gdlns.pdf. Accessed 8 June 2009.

  14. Body mass index classification. http://apps.who.int/bmi/index.jsp?introPage=intro_3.html. Accessed 5 January 2009.

  15. Folsom AR, Kushi LH, Anderson KE, et al. Associations of general and abdominal obesity with multiple health outcomes in older women: the Iowa Women’s Health Study. Arch Intern Med. 2000;160:2117–28.

    Article  CAS  PubMed  Google Scholar 

  16. Freedman DS, Wang J, Thornton JC, et al. Racial/ethnic differences in body fatness among children and adolescents. Obesity (Silver Spring). 2008;16:1105–11.

    Article  Google Scholar 

  17. Kurth T, Gaziano JM, Berger K, et al. Body mass index and the risk of stroke in men. Arch Intern Med. 2002;162:2557–62.

    Article  PubMed  Google Scholar 

  18. Kurth T, Gaziano JM, Rexrode KM, et al. Prospective study of body mass index and risk of stroke in apparently healthy women. Circulation. 2005;111:1992–8.

    Article  PubMed  Google Scholar 

  19. Romero-Corral A, Montori VM, Somers VK, et al. Association of bodyweight with total mortality and with cardiovascular events in coronary artery disease: a systematic review of cohort studies. Lancet. 2006;368(9536):666–78.

    Article  PubMed  Google Scholar 

  20. Romero-Corral A, Somers VK, Sierra-Johnson J, et al. Accuracy of body mass index in diagnosing obesity in the adult general population. Int J Obes (Lond). 2008;32:959–66.

    Article  CAS  Google Scholar 

  21. Schneider HJ, Glaesmer H, Klotsche J, et al. Accuracy of anthropometric indicators of obesity to predict cardiovascular risk. J Clin Endocrinol Metab. 2007;92:589–94.

    Article  CAS  PubMed  Google Scholar 

  22. Dudeja V, Misra A, Pandey RM, et al. BMI does not accurately predict overweight in Asian Indians in northern India. Br J Nutr. 2001;86:105–12.

    Article  CAS  PubMed  Google Scholar 

  23. Misra A, Vikram NK, Gupta R, et al. Waist circumference cutoff points and action levels for Asian Indians for identification of abdominal obesity. Int J Obes (Lond). 2006;30:106–11.

    Article  CAS  Google Scholar 

  24. Vikram NK, Pandey RM, Misra A, et al. Non-obese (body mass index <25 kg/m2) Asian Indians with normal waist circumference have high cardiovascular risk. Nutrition. 2003;19:503–9.

    Article  PubMed  Google Scholar 

  25. Fink AS, Campbell DA Jr, Mentzer RM Jr, et al. The National Surgical Quality Improvement Program in non-veterans administration hospitals: initial demonstration of feasibility. Ann Surg. 2002;236:344–53.

    Article  PubMed  Google Scholar 

  26. Khuri SF. The NSQIP: a new frontier in surgery. Surgery. 2005;138:837–43.

    Article  PubMed  Google Scholar 

  27. Khuri SF, Daley J, Henderson W, et al. The National Veterans Administration Surgical Risk Study: risk adjustment for the comparative assessment of the quality of surgical care. J Am Coll Surg. 1995;180:519–31.

    CAS  PubMed  Google Scholar 

  28. Khuri SF, Daley J, Henderson W, et al. The Department of Veterans Affairs’ NSQIP: the first national, validated, outcome-based, risk-adjusted, and peer-controlled program for the measurement and enhancement of the quality of surgical care. National VA Surgical Quality Improvement Program. Ann Surg. 1998;228:491–507.

    Article  CAS  PubMed  Google Scholar 

  29. Khuri SF, Daley J, Henderson W, et al. Risk adjustment of the postoperative mortality rate for the comparative assessment of the quality of surgical care: results of the National Veterans Affairs Surgical Risk Study. J Am Coll Surg. 1997;185:315–27.

    CAS  PubMed  Google Scholar 

  30. National Heart, Lung, and Blood Institute. Obesity education initiative. http://www.nhlbi.nih.gov/about/oei/. Accessed 9 January 2009.

  31. Collins TC, Daley J, Henderson WH, et al. Risk factors for prolonged length of stay after major elective surgery. Ann Surg. 1999;230:251–9.

    Article  CAS  PubMed  Google Scholar 

  32. Wright CD, Gaissert HA, Grab JD, et al. Predictors of prolonged length of stay after lobectomy for lung cancer: a Society of Thoracic Surgeons General Thoracic Surgery Database risk-adjustment model. Ann Thorac Surg. 2008;85:1857–65.

    Article  PubMed  Google Scholar 

  33. Dindo D, Muller MK, Weber M, et al. Obesity in general elective surgery. Lancet. 2003;361(9374):2032–5.

    Article  PubMed  Google Scholar 

  34. Yusuf S, Hawken S, Ounpuu S, et al. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet. 2005;366(9497):1640–9.

    Article  PubMed  Google Scholar 

  35. Fleming JB, Gonzalez RJ, Petzel MQ, et al. Influence of obesity on cancer-related outcomes after pancreatectomy to treat pancreatic adenocarcinoma. Arch Surg. 2009;144:216–21.

    Article  PubMed  Google Scholar 

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Acknowledgment

Supported by the 2008 Veterans of Foreign Wars and Ladies Cancer Research Center Endowment Fund.

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Correspondence to Waddah B. Al-Refaie MD, FACS.

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Al-Refaie, W.B., Parsons, H.M., Henderson, W.G. et al. Body Mass Index and Major Cancer Surgery Outcomes: Lack of Association or Need for Alternative Measurements of Obesity?. Ann Surg Oncol 17, 2264–2273 (2010). https://doi.org/10.1245/s10434-010-1023-2

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  • DOI: https://doi.org/10.1245/s10434-010-1023-2

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