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Published in: Critical Care 6/2012

Open Access 01-12-2012 | Research

Lower short- and long-term mortality associated with overweight and obesity in a large cohort study of adult intensive care unit patients

Authors: Swapna Abhyankar, Kira Leishear, Fiona M Callaghan, Dina Demner-Fushman, Clement J McDonald

Published in: Critical Care | Issue 6/2012

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Abstract

Introduction

Two thirds of United States adults are overweight or obese, which puts them at higher risk of developing chronic diseases and of death compared with normal-weight individuals. However, recent studies have found that overweight and obesity by themselves may be protective in some contexts, such as hospitalization in an intensive care unit (ICU). Our objective was to determine the relation between body mass index (BMI) and mortality at 30 days and 1 year after ICU admission.

Methods

We performed a cohort analysis of 16,812 adult patients from MIMIC-II, a large database of ICU patients at a tertiary care hospital in Boston, Massachusetts. The data were originally collected during the course of clinical care, and we subsequently extracted our dataset independent of the study outcome.

Results

Compared with normal-weight patients, obese patients had 26% and 43% lower mortality risk at 30 days and 1 year after ICU admission, respectively (odds ratio (OR), 0.74; 95% confidence interval (CI), 0.64 to 0.86) and 0.57 (95% CI, 0.49 to 0.67)); overweight patients had nearly 20% and 30% lower mortality risk (OR, 0.81; 95% CI, 0.70 to 0.93) and OR, 0.68 (95% CI, 0.59 to 0.79)). Severely obese patients (BMI ≥ 40 kg/m2) did not have a significant survival advantage at 30 days (OR, 0.94; 95% CI, 0.74 to 1.20), but did have 30% lower mortality risk at 1 year (OR, 0.70 (95% CI, 0.54 to 0.90)). No significant difference in admission acuity or ICU and hospital length of stay was found across BMI categories.

Conclusion

Our study supports the hypothesis that patients who are overweight or obese have improved survival both 30 days and 1 year after ICU admission.
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Literature
2.
go back to reference National Heart, Lung, and Blood Institute; National Institute of Diabetes and Digestive and Kidney Diseases: Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults: the evidence report. Bethesda, MD: National Institutes of Health; 1998. National Heart, Lung, and Blood Institute; National Institute of Diabetes and Digestive and Kidney Diseases: Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults: the evidence report. Bethesda, MD: National Institutes of Health; 1998.
3.
go back to reference Flegal KM, Graubard BI, Williamson DF, Gail MH: Excess deaths associated with underweight, overweight, and obesity. JAMA 2005, 293: 1861-1867. 10.1001/jama.293.15.1861CrossRefPubMed Flegal KM, Graubard BI, Williamson DF, Gail MH: Excess deaths associated with underweight, overweight, and obesity. JAMA 2005, 293: 1861-1867. 10.1001/jama.293.15.1861CrossRefPubMed
4.
go back to reference Flegal KM, Graubard BI, Williamson DF, Gail MH: Cause-specific excess deaths associated with underweight, overweight, and obesity. JAMA 2007, 298: 2028-2037. 10.1001/jama.298.17.2028CrossRefPubMed Flegal KM, Graubard BI, Williamson DF, Gail MH: Cause-specific excess deaths associated with underweight, overweight, and obesity. JAMA 2007, 298: 2028-2037. 10.1001/jama.298.17.2028CrossRefPubMed
5.
go back to reference Slynkova K, Mannino DM, Martin GS, Morehead RS, Doherty DE: The role of body mass index and diabetes in the development of acute organ failure and subsequent mortality in an observational cohort. Crit Care 2006, 10: R137. 10.1186/cc5051PubMedCentralCrossRefPubMed Slynkova K, Mannino DM, Martin GS, Morehead RS, Doherty DE: The role of body mass index and diabetes in the development of acute organ failure and subsequent mortality in an observational cohort. Crit Care 2006, 10: R137. 10.1186/cc5051PubMedCentralCrossRefPubMed
6.
go back to reference Bercault N, Boulain T, Kuteifan K, Wolf M, Runge I, Fleury J: Obesity-related excess mortality rate in an adult intensive care unit: A risk-adjusted matched cohort study. Crit Care Med 2004, 32: 998-1003. 10.1097/01.CCM.0000119422.93413.08CrossRefPubMed Bercault N, Boulain T, Kuteifan K, Wolf M, Runge I, Fleury J: Obesity-related excess mortality rate in an adult intensive care unit: A risk-adjusted matched cohort study. Crit Care Med 2004, 32: 998-1003. 10.1097/01.CCM.0000119422.93413.08CrossRefPubMed
7.
go back to reference Brown CV, Neville AL, Rhee P, Salim A, Velmahos G, Demetriades D: The impact of obesity on the outcomes of 1,153 critically injured blunt trauma patients. J Trauma 2005, 59: 1048-1051.CrossRefPubMed Brown CV, Neville AL, Rhee P, Salim A, Velmahos G, Demetriades D: The impact of obesity on the outcomes of 1,153 critically injured blunt trauma patients. J Trauma 2005, 59: 1048-1051.CrossRefPubMed
8.
go back to reference Bochicchio G, Joshi M, Bochicchio K, Nehman S, Tracy J, Scalea T: Impact of obesity in the critically ill trauma patient: a prospective study. J Am Coll Surg 2006, 203: 533-538. 10.1016/j.jamcollsurg.2006.07.001CrossRefPubMed Bochicchio G, Joshi M, Bochicchio K, Nehman S, Tracy J, Scalea T: Impact of obesity in the critically ill trauma patient: a prospective study. J Am Coll Surg 2006, 203: 533-538. 10.1016/j.jamcollsurg.2006.07.001CrossRefPubMed
9.
go back to reference Byrnes MC, McDaniel MD, Moore MB, Helmer SD, Smith RS: The effect of obesity on outcomes among injured patients. J Trauma 2005, 58: 232-237. 10.1097/01.TA.0000152081.67588.10CrossRefPubMed Byrnes MC, McDaniel MD, Moore MB, Helmer SD, Smith RS: The effect of obesity on outcomes among injured patients. J Trauma 2005, 58: 232-237. 10.1097/01.TA.0000152081.67588.10CrossRefPubMed
10.
go back to reference Newell M, Bard M, Goettler C, Toschlog E, Schenarts P, Sagraves S, Holbert D, Pories W, Rotondo M: Body mass index and outcomes in critically injured blunt trauma patients: weighing the impact. J Am Coll Surg 2007, 204: 1056-1061. 10.1016/j.jamcollsurg.2006.12.042CrossRefPubMed Newell M, Bard M, Goettler C, Toschlog E, Schenarts P, Sagraves S, Holbert D, Pories W, Rotondo M: Body mass index and outcomes in critically injured blunt trauma patients: weighing the impact. J Am Coll Surg 2007, 204: 1056-1061. 10.1016/j.jamcollsurg.2006.12.042CrossRefPubMed
11.
go back to reference Ciesla D, Moore E, Johnson J, Burch J, Cothren C, Sauaia A: Obesity increases risk for organ failure after severe trauma. J Am Coll Surg 2006, 203: 539-545. 10.1016/j.jamcollsurg.2006.06.029CrossRefPubMed Ciesla D, Moore E, Johnson J, Burch J, Cothren C, Sauaia A: Obesity increases risk for organ failure after severe trauma. J Am Coll Surg 2006, 203: 539-545. 10.1016/j.jamcollsurg.2006.06.029CrossRefPubMed
12.
go back to reference Brown C, Rhee P, Neville A, Sangthong B, Salim A, Demetriades D: Obesity and traumatic brain injury. J Trauma 2006, 61: 572-576. 10.1097/01.ta.0000200842.19740.38CrossRefPubMed Brown C, Rhee P, Neville A, Sangthong B, Salim A, Demetriades D: Obesity and traumatic brain injury. J Trauma 2006, 61: 572-576. 10.1097/01.ta.0000200842.19740.38CrossRefPubMed
13.
go back to reference Landi F, Onder G, Gambassi G, Pedone C, Carbonin P, Bernabei R, for the Gruppo Italiano di Farmacovigilanza nell'Anziano (GIFA) Study Group: Body mass index and mortality among hospitalized patients. Arch Intern Med 2000, 160: 2641-2644. 10.1001/archinte.160.17.2641CrossRefPubMed Landi F, Onder G, Gambassi G, Pedone C, Carbonin P, Bernabei R, for the Gruppo Italiano di Farmacovigilanza nell'Anziano (GIFA) Study Group: Body mass index and mortality among hospitalized patients. Arch Intern Med 2000, 160: 2641-2644. 10.1001/archinte.160.17.2641CrossRefPubMed
14.
go back to reference Alban R, Lyass S, Margulies D, Shabot M: Obesity does not affect mortality after trauma. Am Surg 2006, 72: 966-969.PubMed Alban R, Lyass S, Margulies D, Shabot M: Obesity does not affect mortality after trauma. Am Surg 2006, 72: 966-969.PubMed
15.
go back to reference Marik PE, Doyle H, Varon J, Project Impact Contributors: Is obesity protective during critical illness? An analysis of a national ICU database. Crit Care & Shock 2003, 6: 156-162. Marik PE, Doyle H, Varon J, Project Impact Contributors: Is obesity protective during critical illness? An analysis of a national ICU database. Crit Care & Shock 2003, 6: 156-162.
16.
go back to reference Peake SL, Moran JL, Ghelani DR, Lloyd AJ, Walker MJ: The effect of obesity on 12-month survival following admission to intensive care: A prospective study. Crit Care Med 2006, 34: 2929-2939.PubMed Peake SL, Moran JL, Ghelani DR, Lloyd AJ, Walker MJ: The effect of obesity on 12-month survival following admission to intensive care: A prospective study. Crit Care Med 2006, 34: 2929-2939.PubMed
17.
go back to reference Hutagalung R, Marques J, Kobylka K, Zeidan M, Kabisch B, Brunkhorst F, Reinhart K, Sakr Y: The obesity paradox in surgical intensive care unit patients. Intensive Care Med 2011, in press. Hutagalung R, Marques J, Kobylka K, Zeidan M, Kabisch B, Brunkhorst F, Reinhart K, Sakr Y: The obesity paradox in surgical intensive care unit patients. Intensive Care Med 2011, in press.
18.
go back to reference O'Brien J Jr, Phillips G, Ali N, Lucarelli M, Marsh C, Lemeshow S: Body mass index is not independently associated with hospital mortality in mechanically ventilated adults with acute lung injury. Crit Care Med 2006, 34: 738-744.PubMedCentralPubMed O'Brien J Jr, Phillips G, Ali N, Lucarelli M, Marsh C, Lemeshow S: Body mass index is not independently associated with hospital mortality in mechanically ventilated adults with acute lung injury. Crit Care Med 2006, 34: 738-744.PubMedCentralPubMed
19.
go back to reference Oliveros H, Villamor E: Obesity and mortality in critically ill adults: a systematic review and meta-analysis. Obesity 2008, 16: 515-521. 10.1038/oby.2007.102CrossRefPubMed Oliveros H, Villamor E: Obesity and mortality in critically ill adults: a systematic review and meta-analysis. Obesity 2008, 16: 515-521. 10.1038/oby.2007.102CrossRefPubMed
20.
go back to reference Hogue CW Jr, Stearns JD, Colantuoni E, Robinson KA, Stierer T, Mitter N, Pronovost PJ, Needham DM: The impact of obesity on outcomes after critical illness: a meta-analysis. Intensive Care Med 2009, 35: 1152-1170. 10.1007/s00134-009-1424-5CrossRefPubMed Hogue CW Jr, Stearns JD, Colantuoni E, Robinson KA, Stierer T, Mitter N, Pronovost PJ, Needham DM: The impact of obesity on outcomes after critical illness: a meta-analysis. Intensive Care Med 2009, 35: 1152-1170. 10.1007/s00134-009-1424-5CrossRefPubMed
21.
go back to reference Vasilevskis EE, Kuzniewicz MW, Dean ML, Clay T, Vittinghoff E, Rennie DJ, Dudley RA: Relationship between discharge practices and intensive care unit in-hospital mortality performance: evidence of a discharge bias. Medical Care 2009, 47: 803-812. 10.1097/MLR.0b013e3181a39454CrossRefPubMed Vasilevskis EE, Kuzniewicz MW, Dean ML, Clay T, Vittinghoff E, Rennie DJ, Dudley RA: Relationship between discharge practices and intensive care unit in-hospital mortality performance: evidence of a discharge bias. Medical Care 2009, 47: 803-812. 10.1097/MLR.0b013e3181a39454CrossRefPubMed
24.
go back to reference Saeed M, Villarroel M, Reisner AT, Clifford G, Lehman LW, Moody G, Heldt T, Kyaw TH, Moody B, Mark R: Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC -II): A public-access intensive care unit database. Crit Care Med 2011, 39: 952-960. 10.1097/CCM.0b013e31820a92c6PubMedCentralCrossRefPubMed Saeed M, Villarroel M, Reisner AT, Clifford G, Lehman LW, Moody G, Heldt T, Kyaw TH, Moody B, Mark R: Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC -II): A public-access intensive care unit database. Crit Care Med 2011, 39: 952-960. 10.1097/CCM.0b013e31820a92c6PubMedCentralCrossRefPubMed
26.
go back to reference Fontaine KR, Redden DT, Wang C, Westfall AO, Allison DB: Years of Life Lost Due to Obesity. JAMA 2003, 289: 187-193. 10.1001/jama.289.2.187CrossRefPubMed Fontaine KR, Redden DT, Wang C, Westfall AO, Allison DB: Years of Life Lost Due to Obesity. JAMA 2003, 289: 187-193. 10.1001/jama.289.2.187CrossRefPubMed
28.
go back to reference Le Gall JR, Loirat P, Alperovitch A, Glaser P, Granthil C, Mathieu D, Mercier P, Thomas R, Villers D: A simplified acute physiology score for ICU patients. Crit Care Med 1984, 12: 975-77. 10.1097/00003246-198411000-00012CrossRefPubMed Le Gall JR, Loirat P, Alperovitch A, Glaser P, Granthil C, Mathieu D, Mercier P, Thomas R, Villers D: A simplified acute physiology score for ICU patients. Crit Care Med 1984, 12: 975-77. 10.1097/00003246-198411000-00012CrossRefPubMed
29.
go back to reference Le Gall J, Lemeshow S, Saulnier F: A New Simplified Acute Physiology Score (SAPS II) Based on a European/North American Multicenter Study. JAMA 1993, 270: 2957-2963. 10.1001/jama.1993.03510240069035CrossRefPubMed Le Gall J, Lemeshow S, Saulnier F: A New Simplified Acute Physiology Score (SAPS II) Based on a European/North American Multicenter Study. JAMA 1993, 270: 2957-2963. 10.1001/jama.1993.03510240069035CrossRefPubMed
31.
go back to reference Fonarow GC, Srikanthan P, Costanzo MR, Cintron GB, Lopatin M, for the ADHERE Scientific Advisory Committee and Investigators: An obesity paradox in acute heart failure: Analysis of body mass index and in-hospital mortality for 108,927 patients in the Acute Decompensated Heart Failure National Registry. American Heart Journal 2007, 153: 74-81.CrossRefPubMed Fonarow GC, Srikanthan P, Costanzo MR, Cintron GB, Lopatin M, for the ADHERE Scientific Advisory Committee and Investigators: An obesity paradox in acute heart failure: Analysis of body mass index and in-hospital mortality for 108,927 patients in the Acute Decompensated Heart Failure National Registry. American Heart Journal 2007, 153: 74-81.CrossRefPubMed
32.
go back to reference Kalantar-Zadeh K, Abbott KC, Salahudeen AK, Kilpatrick RD, Horwich TB: Survival advantages of obesity in dialysis patients. Am J Clin Nutr 2005, 81: 543-554.PubMed Kalantar-Zadeh K, Abbott KC, Salahudeen AK, Kilpatrick RD, Horwich TB: Survival advantages of obesity in dialysis patients. Am J Clin Nutr 2005, 81: 543-554.PubMed
33.
go back to reference Chlebowski RT, Grosvenor M, Lillington L, Sayre J, Beall G: Dietary intake and counseling, weight maintenance, and the course of HIV infection. J Am Diet Assoc 1995, 95: 428-432. 10.1016/S0002-8223(95)00115-8CrossRefPubMed Chlebowski RT, Grosvenor M, Lillington L, Sayre J, Beall G: Dietary intake and counseling, weight maintenance, and the course of HIV infection. J Am Diet Assoc 1995, 95: 428-432. 10.1016/S0002-8223(95)00115-8CrossRefPubMed
34.
go back to reference Weisberg SP, McCann D, Desai M, Rosenbaum M, Leibel RL, Ferrante AW Jr: Obesity is associated with macrophage accumulation in adipose tissue. J Clin Invest 2003, 112: 1796-1808.PubMedCentralCrossRefPubMed Weisberg SP, McCann D, Desai M, Rosenbaum M, Leibel RL, Ferrante AW Jr: Obesity is associated with macrophage accumulation in adipose tissue. J Clin Invest 2003, 112: 1796-1808.PubMedCentralCrossRefPubMed
35.
go back to reference Xu H, Barnes GT, Yang Q, Tan G, Yang D, Chou CJ, Sole J, Nichols A, Ross JS, Tartaglia LA, Chen H: Chronic inflammation in fat plays a crucial role in the development of obesity-related insulin resistance. J Clin Invest 2003, 112: 1821-1830.PubMedCentralCrossRefPubMed Xu H, Barnes GT, Yang Q, Tan G, Yang D, Chou CJ, Sole J, Nichols A, Ross JS, Tartaglia LA, Chen H: Chronic inflammation in fat plays a crucial role in the development of obesity-related insulin resistance. J Clin Invest 2003, 112: 1821-1830.PubMedCentralCrossRefPubMed
36.
go back to reference Langouche L, Vander Perre S, Thiessen S, Gunst J, Hermans G, D'Hoore A, Kola B, Korbonits M, Van den Berghe G: Alterations in adipose tissue during critical illness: An adaptive and protective response? Am J Respir Crit Care Med 2010, 182: 507-516. 10.1164/rccm.200909-1395OCCrossRefPubMed Langouche L, Vander Perre S, Thiessen S, Gunst J, Hermans G, D'Hoore A, Kola B, Korbonits M, Van den Berghe G: Alterations in adipose tissue during critical illness: An adaptive and protective response? Am J Respir Crit Care Med 2010, 182: 507-516. 10.1164/rccm.200909-1395OCCrossRefPubMed
37.
go back to reference Langouche L, Marques MB, Ingels C, Gunst J, Derde S, Vander Perre S, D'Hoore A, Van den Berghe G: Critical illness induces alternative activation of M2 macrophages in adipose tissue. Crit Care 2011, 15: R245. 10.1186/cc10503PubMedCentralCrossRefPubMed Langouche L, Marques MB, Ingels C, Gunst J, Derde S, Vander Perre S, D'Hoore A, Van den Berghe G: Critical illness induces alternative activation of M2 macrophages in adipose tissue. Crit Care 2011, 15: R245. 10.1186/cc10503PubMedCentralCrossRefPubMed
38.
go back to reference Porcheray F, Viaud S, Rimaniol AC, Leone C, Samah B, Dereuddre-Bosquet N, Dormont D, Gras G: Macrophage activation switching: an asset for the resolution of inflammation. Clin Exp Immunol 2005, 142: 481-489.PubMedCentralPubMed Porcheray F, Viaud S, Rimaniol AC, Leone C, Samah B, Dereuddre-Bosquet N, Dormont D, Gras G: Macrophage activation switching: an asset for the resolution of inflammation. Clin Exp Immunol 2005, 142: 481-489.PubMedCentralPubMed
39.
go back to reference Alberda C, Gramlich L, Jones N, Jeejeebhoy K, Day AG, Dhaliwal R, Heyland DK: The relationship between nutritional intake and clinical outcomes in critically ill patients: results of an international multicenter observational study. Intensive Care Med 2009, 35: 1728-1737. 10.1007/s00134-009-1567-4CrossRefPubMed Alberda C, Gramlich L, Jones N, Jeejeebhoy K, Day AG, Dhaliwal R, Heyland DK: The relationship between nutritional intake and clinical outcomes in critically ill patients: results of an international multicenter observational study. Intensive Care Med 2009, 35: 1728-1737. 10.1007/s00134-009-1567-4CrossRefPubMed
40.
go back to reference Finkielman JD, Gajic O, Afessa B: Underweight is independently associated with mortality in post-operative and non-operative patients admitted to the intensive care unit: a retrospective study. BMC Emerg Med 2004, 4: 3. 10.1186/1471-227X-4-3PubMedCentralCrossRefPubMed Finkielman JD, Gajic O, Afessa B: Underweight is independently associated with mortality in post-operative and non-operative patients admitted to the intensive care unit: a retrospective study. BMC Emerg Med 2004, 4: 3. 10.1186/1471-227X-4-3PubMedCentralCrossRefPubMed
41.
go back to reference Anker SD, Sharma R: The syndrome of cardiac cachexia. International Journal of Cardiology 2002, 85: 51-66. 10.1016/S0167-5273(02)00233-4CrossRefPubMed Anker SD, Sharma R: The syndrome of cardiac cachexia. International Journal of Cardiology 2002, 85: 51-66. 10.1016/S0167-5273(02)00233-4CrossRefPubMed
42.
go back to reference Wunsch H, Angus DC, Harrison DA, Linde-Zwirble WT, Rowan KM: Comparison of medical admissions to intensive care units in the United States and United Kingdom. Am J Respir Crit Care Med 2011, 183: 1666-1673. 10.1164/rccm.201012-1961OCCrossRefPubMed Wunsch H, Angus DC, Harrison DA, Linde-Zwirble WT, Rowan KM: Comparison of medical admissions to intensive care units in the United States and United Kingdom. Am J Respir Crit Care Med 2011, 183: 1666-1673. 10.1164/rccm.201012-1961OCCrossRefPubMed
43.
go back to reference Cimino JJ, Ayres EA: The Clinical Research Data Repository of the US National Institutes of Health. Proceedings of Medinfo 2010, 160: 1299-1303. Cimino JJ, Ayres EA: The Clinical Research Data Repository of the US National Institutes of Health. Proceedings of Medinfo 2010, 160: 1299-1303.
Metadata
Title
Lower short- and long-term mortality associated with overweight and obesity in a large cohort study of adult intensive care unit patients
Authors
Swapna Abhyankar
Kira Leishear
Fiona M Callaghan
Dina Demner-Fushman
Clement J McDonald
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Critical Care / Issue 6/2012
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/cc11903

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