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Published in: Current Pulmonology Reports 1/2017

01-03-2017 | Nutrition and Clinical Care (J Patel, Section Editor)

The obesity paradox: validity and clinical implications

Authors: Nathan Ludwig, Ryan T. Hurt, Keith R. Miller

Published in: Current Pulmonology Reports | Issue 1/2017

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Abstract

Purpose of review

Obesity has been associated with increased incidence of diabetes, atherosclerotic disease, numerous cancers, and other comorbidities. Given the increased comorbidities and challenges associated with bedside care of the critically ill obese patient, the expectation would be worse overall clinical outcomes. However, it has been noted that there are improved outcomes in critically ill patients who are overweight or mildly obese compared to their underweight and morbidly obese counterparts. This has been termed the obesity paradox. The purpose of this article is to discuss the validity of the obesity paradox and to explore potential explanations for this seemingly illogical association.

Recent findings

Body mass index (BMI) represents a crude measurement of an individual’s metabolic health and may be, in part, responsible for the observed obesity paradox. Alternative markers, including lean muscle mass:adipose ratios, could better clarify which patients are prone to poor outcomes. In the event that the obesity paradox is not attributable to statistical aberrancies associated with the utilization of BMI, emerging findings regarding the role of the microbiome and systemic effects of adipokines during critical illness represent potential explanations for improved outcomes in this patient population.

Summary

The explanations for the observed obesity paradox are likely multifactorial. Obesity, as defined by BMI, may correlate poorly with overall metabolic health, and there may be better markers for assessment. Alternatively, the gastrointestinal microbiome and variable systemic effects of adipokines may truly contribute to improved overall survival in critically ill obese patients.
Literature
1.
go back to reference Ogden CL, Carroll MD, Kit BK, Flegal KM. Prevalence of childhood and adult obesity in the United States, 2011–2012. JAMA. 2014;311:806–14.CrossRef Ogden CL, Carroll MD, Kit BK, Flegal KM. Prevalence of childhood and adult obesity in the United States, 2011–2012. JAMA. 2014;311:806–14.CrossRef
2.
go back to reference Finkelstein EA, Trogdon JG, Cohen JW, Dietz W. Annual medical spending attributable to obesity: payer-and service-specific estimates. Health Aff (Millwood). 2009;28:822–31.CrossRef Finkelstein EA, Trogdon JG, Cohen JW, Dietz W. Annual medical spending attributable to obesity: payer-and service-specific estimates. Health Aff (Millwood). 2009;28:822–31.CrossRef
3.
go back to reference Pi-Sunyer FX, et al. Clinical Guidelines on the Identification, Evaluation, and Treatment of Overweight and Obesity in Adults. National Institute of Health Publication. 1998 Pi-Sunyer FX, et al. Clinical Guidelines on the Identification, Evaluation, and Treatment of Overweight and Obesity in Adults. National Institute of Health Publication. 1998
4.
go back to reference Finkielman JD, Gajic O, Afessa B. Underweight is independently associated with mortality in post-operative and non-operativepatients admitted to the intensive care unit: a retrospective study. BMC Emerg Med. 2004;4(1):3.CrossRef Finkielman JD, Gajic O, Afessa B. Underweight is independently associated with mortality in post-operative and non-operativepatients admitted to the intensive care unit: a retrospective study. BMC Emerg Med. 2004;4(1):3.CrossRef
6.
go back to reference Pompillo CE, Pelosi P, Castro MG. The bariatric patient in the intensive care unit: pitfalls and management. Curr Atheroscler Rep. 2016;18:55. Pompillo CE, Pelosi P, Castro MG. The bariatric patient in the intensive care unit: pitfalls and management. Curr Atheroscler Rep. 2016;18:55.
7.
go back to reference Prescott HC, Chang VW, O’Brien Jr JM, Langa KM, Iwashyna TJ. Obesity and 1-year outcomes in older Americans with severe sepsis. Crit Care Med. 2014;42(8):1766–74.CrossRef Prescott HC, Chang VW, O’Brien Jr JM, Langa KM, Iwashyna TJ. Obesity and 1-year outcomes in older Americans with severe sepsis. Crit Care Med. 2014;42(8):1766–74.CrossRef
8.
go back to reference Martino JL, Stapleton RD, Wang M, et al. Extreme obesity and outcomes in critically ill patients. Chest. 2011;140(5):1198–206.CrossRef Martino JL, Stapleton RD, Wang M, et al. Extreme obesity and outcomes in critically ill patients. Chest. 2011;140(5):1198–206.CrossRef
9.
go back to reference Akinnusi ME, Pineda LA, El Solh AA. Effect of obesity on intensive care morbidity and mortality: a meta-analysis. Crit Care Med. 2008;36(1):151–8.CrossRef Akinnusi ME, Pineda LA, El Solh AA. Effect of obesity on intensive care morbidity and mortality: a meta-analysis. Crit Care Med. 2008;36(1):151–8.CrossRef
12.
go back to reference Cook TM, Woodall N, Frerk C. Fourth national audit project. Major complications of airway management in the UK: results of the fourth national audit project of the Royal College of Anaesthetists and the difficult airway Society. Part 1: anaesthesia. Br J Anaesth. 2011;106(5):617–31.CrossRef Cook TM, Woodall N, Frerk C. Fourth national audit project. Major complications of airway management in the UK: results of the fourth national audit project of the Royal College of Anaesthetists and the difficult airway Society. Part 1: anaesthesia. Br J Anaesth. 2011;106(5):617–31.CrossRef
13.
go back to reference Pelosi P, Quintel M, Malbrain ML. Effect of intra-abdominal pressure on respiratory mechanics. Acta Clin Belg. 2007;62 Suppl 1:78–88.CrossRef Pelosi P, Quintel M, Malbrain ML. Effect of intra-abdominal pressure on respiratory mechanics. Acta Clin Belg. 2007;62 Suppl 1:78–88.CrossRef
14.
go back to reference 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;366:1640–9.CrossRef 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;366:1640–9.CrossRef
15.
go back to reference Dagenais GR, Yi Q, Mann JF, Bosch J, Pogue J, Yusuf S. Prognostic impact of body weight and abdominal obesity in women and men with cardiovascular disease. Am Heart J. 2005;149:54–60.CrossRef Dagenais GR, Yi Q, Mann JF, Bosch J, Pogue J, Yusuf S. Prognostic impact of body weight and abdominal obesity in women and men with cardiovascular disease. Am Heart J. 2005;149:54–60.CrossRef
16.
go back to reference Leonard KL, Davies SW, Waibel BH. Perioperativemanagement of obese patients. Surg Clin North Am. 2015;95(2):379–90.CrossRef Leonard KL, Davies SW, Waibel BH. Perioperativemanagement of obese patients. Surg Clin North Am. 2015;95(2):379–90.CrossRef
17.
go back to reference Shashaty MG, Stapleton RD. Physiological and management implications of obesity in critical illness. Ann Am Thorac Soc. 2014;11(8):1286–97.CrossRef Shashaty MG, Stapleton RD. Physiological and management implications of obesity in critical illness. Ann Am Thorac Soc. 2014;11(8):1286–97.CrossRef
18.
go back to reference Flegal KM, Kit BK, Orpana H, Graubard BI. Association of all-cause mortality with overweight and obesity using standard body mass index categories: a systematic review and metaanalysis. JAMA. 2013;309:71–82.CrossRef Flegal KM, Kit BK, Orpana H, Graubard BI. Association of all-cause mortality with overweight and obesity using standard body mass index categories: a systematic review and metaanalysis. JAMA. 2013;309:71–82.CrossRef
19.
go back to reference Ahmadi SF, Zahmatkesh G, Ahmadi E, et al. Association of body mass index with clinical outcomes in non-dialysis-dependent chronic kidney disease: a systematic review and meta-analysis. Cardiorenal Med. 2016;6:37–49.CrossRef Ahmadi SF, Zahmatkesh G, Ahmadi E, et al. Association of body mass index with clinical outcomes in non-dialysis-dependent chronic kidney disease: a systematic review and meta-analysis. Cardiorenal Med. 2016;6:37–49.CrossRef
20.
go back to reference Karagozian R, Bhardwaj G, Wakefield DB, Baffy G. Obesity paradox in advanced liver disease: obesity is associated with lower mortality in hospitalized patients with cirrhosis. Liver Int. 2016;36(10):1450–6. doi:10.1111/liv.13137.CrossRefPubMed Karagozian R, Bhardwaj G, Wakefield DB, Baffy G. Obesity paradox in advanced liver disease: obesity is associated with lower mortality in hospitalized patients with cirrhosis. Liver Int. 2016;36(10):1450–6. doi:10.​1111/​liv.​13137.CrossRefPubMed
21.
go back to reference Mangnus L, Nieuwenhuis WP, van Steenbergen HW, Huizinga TW, Reijnierse M, van der Helm-van Mil AH. Body mass index and extent of MRI-detected inflammation: opposite effects in rheumatoid arthritis versus other arthritides and asymptomatic persons. Arthritis Res Ther. 2016;18(1):245.CrossRef Mangnus L, Nieuwenhuis WP, van Steenbergen HW, Huizinga TW, Reijnierse M, van der Helm-van Mil AH. Body mass index and extent of MRI-detected inflammation: opposite effects in rheumatoid arthritis versus other arthritides and asymptomatic persons. Arthritis Res Ther. 2016;18(1):245.CrossRef
23.
go back to reference Amato MC, Guarnotta V, Giordano C. Body composition assessment for the definition of cardiometabolic risk. J Endocrinol Investig. 2013;36(7):537–43. doi:10.3275/8943. Review.CrossRef Amato MC, Guarnotta V, Giordano C. Body composition assessment for the definition of cardiometabolic risk. J Endocrinol Investig. 2013;36(7):537–43. doi:10.​3275/​8943. Review.CrossRef
24.
go back to reference Antonopoulos AS, Oikonomou EK, et al. From the BMI Paradox to the Obesity Paradox: the obesity-mortality association in coronary artery disease. Obes Rev. Antonopoulos AS, Oikonomou EK, et al. From the BMI Paradox to the Obesity Paradox: the obesity-mortality association in coronary artery disease. Obes Rev.
25.
go back to reference Parr EB, Coffey VG, Hawley JA. ‘Sarcobesity’: a metabolic conundrum. Maturitas. 2013;74:109–13.CrossRef Parr EB, Coffey VG, Hawley JA. ‘Sarcobesity’: a metabolic conundrum. Maturitas. 2013;74:109–13.CrossRef
26.
go back to reference De Schutter A, Lavie CJ, Kachur S, Patel DA, Milani RV. Body composition and mortality in a large cohort with preserved ejection fraction: untangling the obesity paradox. Mayo Clin Proc. 2014;89:1072–9.CrossRef De Schutter A, Lavie CJ, Kachur S, Patel DA, Milani RV. Body composition and mortality in a large cohort with preserved ejection fraction: untangling the obesity paradox. Mayo Clin Proc. 2014;89:1072–9.CrossRef
27.
28.
go back to reference Ortega FB, Lavie CJ, Blair SN. Obesity and cardiovascular disease. Circ Res. 2016;118:1752–70.CrossRef Ortega FB, Lavie CJ, Blair SN. Obesity and cardiovascular disease. Circ Res. 2016;118:1752–70.CrossRef
31.
go back to reference Wolk K, Sabat R. Adipokines in Psoriasis: An important link between skin inflammation and metabolic alterations. Rev Endocr Metab Disord. 2016. Wolk K, Sabat R. Adipokines in Psoriasis: An important link between skin inflammation and metabolic alterations. Rev Endocr Metab Disord. 2016.
32.
go back to reference Mancuso P. The role of adipokines in chronic inflammation. Immunotargets Ther. 2016;5:47–56.CrossRef Mancuso P. The role of adipokines in chronic inflammation. Immunotargets Ther. 2016;5:47–56.CrossRef
33.
go back to reference • Cave MC, Hurt RT, Frazier TH, et al. Obesity, inflammation, and the potential application of pharmaconutrition. Nutr Clin Pract. 2008;23:16–34. Interesting paper discussing adipokines and potential role of specialized nutrition support strategies.CrossRef • Cave MC, Hurt RT, Frazier TH, et al. Obesity, inflammation, and the potential application of pharmaconutrition. Nutr Clin Pract. 2008;23:16–34. Interesting paper discussing adipokines and potential role of specialized nutrition support strategies.CrossRef
34.
go back to reference •• Sawicka M, Janowska J, Chudek J. Potential beneficial effect of some adipokines positively correlated with the adipose tissue content on the cardiovascular system. Int J Cardiol. 2016;222:581–9. Provides an excellent review of adipokines including systemic effects with particular focus on the cardiovascular system.CrossRef •• Sawicka M, Janowska J, Chudek J. Potential beneficial effect of some adipokines positively correlated with the adipose tissue content on the cardiovascular system. Int J Cardiol. 2016;222:581–9. Provides an excellent review of adipokines including systemic effects with particular focus on the cardiovascular system.CrossRef
35.
go back to reference Ley RE, Turnbaugh PJ, Klein S, Gordon JI. Microbial ecology—human gut microbes associated with obesity. Nature. 2006;444:1022–3.CrossRef Ley RE, Turnbaugh PJ, Klein S, Gordon JI. Microbial ecology—human gut microbes associated with obesity. Nature. 2006;444:1022–3.CrossRef
36.
go back to reference Turnbaugh PJ, Ley RE, Mahowald MA, Magrini V, Mardis ER, Gordon JI. An obesity associated gut microbiome with increased capacity for energy harvest. Nature. 2006;444:1027–31.CrossRef Turnbaugh PJ, Ley RE, Mahowald MA, Magrini V, Mardis ER, Gordon JI. An obesity associated gut microbiome with increased capacity for energy harvest. Nature. 2006;444:1027–31.CrossRef
37.
go back to reference Larsen N, Vogensen FK, van den Berg FW, Nielsen DS, Andreasen AS, Pedersen BK, et al. Gut microbiota in human adults with type 2 diabetes differs from nondiabetic adults. PLoS One. 2010;5:e9085.CrossRef Larsen N, Vogensen FK, van den Berg FW, Nielsen DS, Andreasen AS, Pedersen BK, et al. Gut microbiota in human adults with type 2 diabetes differs from nondiabetic adults. PLoS One. 2010;5:e9085.CrossRef
38.
go back to reference Lobo LA, Benjamin CF, Oliveira AC. The interplay between microbiota and inflammation: lessons from peritonitis and sepsis. Clin Transl Immunol. 2016;5:e90.CrossRef Lobo LA, Benjamin CF, Oliveira AC. The interplay between microbiota and inflammation: lessons from peritonitis and sepsis. Clin Transl Immunol. 2016;5:e90.CrossRef
39.
go back to reference Patel JJ, Rosenthal MD, Miller KR, Codner P, Kiraly L, Martindale RG. The critical care obesity paradox and implications for nutrition support. Curr Gastroenterol Rep. 2016;18(9):45. doi:10.1007/s11894-016-0519-8. Patel JJ, Rosenthal MD, Miller KR, Codner P, Kiraly L, Martindale RG. The critical care obesity paradox and implications for nutrition support. Curr Gastroenterol Rep. 2016;18(9):45. doi:10.​1007/​s11894-016-0519-8.
40.
go back to reference •• McClave SA, Taylor BE, Martindale RG, et al. Guidelines for the provision and assessment of nutrition support therapy in the adult critically ill patient: Society of Critical CareMedicine (SCCM) and American Society for Parenteral and Enteral Nutrition (A.S.P.E.N.). JPEN J Parenter Enteral Nutr. 2016;40(2):159–211. These are evidence-based ASPEN and SCCM guidelines discussing nutrition support strategies in adult critical care, including management of nutrition support for critically-ill obese.CrossRef •• McClave SA, Taylor BE, Martindale RG, et al. Guidelines for the provision and assessment of nutrition support therapy in the adult critically ill patient: Society of Critical CareMedicine (SCCM) and American Society for Parenteral and Enteral Nutrition (A.S.P.E.N.). JPEN J Parenter Enteral Nutr. 2016;40(2):159–211. These are evidence-based ASPEN and SCCM guidelines discussing nutrition support strategies in adult critical care, including management of nutrition support for critically-ill obese.CrossRef
41.
go back to reference Casaer MP, Mesotten D, Hermans G, et al. Early versus late parenteral nutrition in critically ill adults. N Engl J Med. 2011;365:506–17.CrossRef Casaer MP, Mesotten D, Hermans G, et al. Early versus late parenteral nutrition in critically ill adults. N Engl J Med. 2011;365:506–17.CrossRef
42.
go back to reference • Arabi YM, Abdulaziz SA, Haddad SH, et al. Permissive underfeeding or standard enteral feeding in critically ill adults. N Engl J Med. 2015;372:2398–408. This study demonstrated the safety of permissive underfeeding in the ICU.CrossRef • Arabi YM, Abdulaziz SA, Haddad SH, et al. Permissive underfeeding or standard enteral feeding in critically ill adults. N Engl J Med. 2015;372:2398–408. This study demonstrated the safety of permissive underfeeding in the ICU.CrossRef
43.
go back to reference Choi EY, Park DA, Park J. Calorie intake of enteral nutrition and clinical outcomes in acutely critically ill patients: a meta-analysis of randomized controlled trials. JPEN J Parenter Enteral Nutr. 2015;39(3):291–300.CrossRef Choi EY, Park DA, Park J. Calorie intake of enteral nutrition and clinical outcomes in acutely critically ill patients: a meta-analysis of randomized controlled trials. JPEN J Parenter Enteral Nutr. 2015;39(3):291–300.CrossRef
Metadata
Title
The obesity paradox: validity and clinical implications
Authors
Nathan Ludwig
Ryan T. Hurt
Keith R. Miller
Publication date
01-03-2017
Publisher
Springer US
Published in
Current Pulmonology Reports / Issue 1/2017
Electronic ISSN: 2199-2428
DOI
https://doi.org/10.1007/s13665-017-0167-y

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