Skip to main content
Top
Published in: World Journal of Surgery 6/2020

01-06-2020 | Obesity | Original Scientific Report

The Obesity Paradox in the Trauma Patient: Normal May not Be Better

Authors: J. E. Dvorak, E. L. W. Lester, P. J. Maluso, L. Tatebe, V. Schlanser, M. Kaminsky, T. Messer, A. J. Dennis, F. Starr, F. Bokhari

Published in: World Journal of Surgery | Issue 6/2020

Login to get access

Abstract

Objective

The obesity paradox is the association of increased survival for overweight and obese patients compared to normal and underweight patients, despite an increased risk of morbidity. The obesity paradox has been demonstrated in many disease states but has yet to be studied in trauma. The objective of this study is to elucidate the presence of the obesity paradox in trauma patients by evaluating the association between BMI and outcomes.

Methods

Using the 2014–2015 National Trauma Database (NTDB), adults were categorized by WHO BMI category. Logistic regression was used to assess the odds of mortality associated with each category, adjusting for statistically significant covariables. Length of stay (LOS), ICU LOS and ventilator days were also analyzed, adjusting for statistically significant covariables.

Results

A total of 415,807 patients were identified. Underweight patients had increased odds of mortality (OR 1.378, p < 0.001 95% CI 1.252–1.514), while being overweight had a protective effect (OR 0.916, p = 0.002 95% CI 0.867–0.968). Class I obesity was not associated with increased mortality compared to normal weight (OR 1.013, p = 0.707 95% CI 0.946–1.085). Class II and Class III obesity were associated with increased mortality risk (Class II OR 1.178, p = 0.001 95% CI 1.069–1.299; Class III OR 1.515, p < 0.001 95% CI 1.368–1.677). Hospital and ICU LOS increased with each successive increase in BMI category above normal weight. Obesity was associated with increased ventilator days; Class I obese patients had a 22% increase in ventilator days (IRR 1.217 95% CI 1.171–1.263), and Class III obese patients had a 54% increase (IRR 1.536 95% CI 1.450–1.627).

Conclusion

The obesity paradox exists in trauma patients. Further investigation is needed to elucidate what specific phenotypic aspects confer this benefit and how these can enhance patient care.

Level of evidence

Level III, prognostic study
Appendix
Available only for authorised users
Literature
1.
go back to reference Hales CM, Carroll MD, Fryar CD et al (2017) Prevalence of obesity among adults and youth: United States, 2015–2016. NCHS data brief, pp 1–8 Hales CM, Carroll MD, Fryar CD et al (2017) Prevalence of obesity among adults and youth: United States, 2015–2016. NCHS data brief, pp 1–8
2.
go back to reference Organization WH (2018) Obesity and overweight fact sheet on obesity and overweight Organization WH (2018) Obesity and overweight fact sheet on obesity and overweight
3.
go back to reference Manna P, Jain SK (2015) Obesity, oxidative stress, adipose tissue dysfunction, and the associated health risks: causes and therapeutic strategies. Metab Syndr Relat Disord 13:423–444CrossRef Manna P, Jain SK (2015) Obesity, oxidative stress, adipose tissue dysfunction, and the associated health risks: causes and therapeutic strategies. Metab Syndr Relat Disord 13:423–444CrossRef
4.
go back to reference Brunner AM, Sadrzadeh H, Feng Y et al (2013) Association between baseline body mass index and overall survival among patients over age 60 with acute myeloid leukemia. Am J Hematol 88:642–646CrossRef Brunner AM, Sadrzadeh H, Feng Y et al (2013) Association between baseline body mass index and overall survival among patients over age 60 with acute myeloid leukemia. Am J Hematol 88:642–646CrossRef
5.
go back to reference Schlesinger S, Siegert S, Koch M et al (2014) Postdiagnosis body mass index and risk of mortality in colorectal cancer survivors: a prospective study and meta-analysis. Cancer Causes Control 25:1407–1418CrossRef Schlesinger S, Siegert S, Koch M et al (2014) Postdiagnosis body mass index and risk of mortality in colorectal cancer survivors: a prospective study and meta-analysis. Cancer Causes Control 25:1407–1418CrossRef
6.
go back to reference Romero-Corral A, Montori VM, Somers VK et al (2006) Association of bodyweight with total mortality and with cardiovascular events in coronary artery disease: a systematic review of cohort studies. Lancet 368:666–678CrossRef Romero-Corral A, Montori VM, Somers VK et al (2006) Association of bodyweight with total mortality and with cardiovascular events in coronary artery disease: a systematic review of cohort studies. Lancet 368:666–678CrossRef
7.
go back to reference Pickkers P, de Keizer N, Dusseljee J et al (2013) Body mass index is associated with hospital mortality in critically ill patients: an observational cohort study. Crit Care Med 41:1878–1883CrossRef Pickkers P, de Keizer N, Dusseljee J et al (2013) Body mass index is associated with hospital mortality in critically ill patients: an observational cohort study. Crit Care Med 41:1878–1883CrossRef
8.
go back to reference Rios-Diaz AJ, Lin E, Williams K et al (2017) The obesity paradox in patients with severe soft tissue infections. Am J Surg 214:385–389CrossRef Rios-Diaz AJ, Lin E, Williams K et al (2017) The obesity paradox in patients with severe soft tissue infections. Am J Surg 214:385–389CrossRef
9.
go back to reference Zhi G, Xin W, Ying W et al (2016) "Obesity paradox" in acute respiratory distress syndrome: asystematic review and meta-analysis. PLoS ONE 11:e0163677CrossRef Zhi G, Xin W, Ying W et al (2016) "Obesity paradox" in acute respiratory distress syndrome: asystematic review and meta-analysis. PLoS ONE 11:e0163677CrossRef
10.
go back to reference Logue J, Walker JJ, Leese G et al (2013) Association between BMI measured within a year after diagnosis of type 2 diabetes and mortality. Diabetes Care 36:887–893CrossRef Logue J, Walker JJ, Leese G et al (2013) Association between BMI measured within a year after diagnosis of type 2 diabetes and mortality. Diabetes Care 36:887–893CrossRef
11.
go back to reference Bijani A, Cumming RG, Hosseini SR et al (2018) Obesity paradox on the survival of elderly patients with diabetes: an AHAP-based study. J Diabetes Metab Disord 17:45–51CrossRef Bijani A, Cumming RG, Hosseini SR et al (2018) Obesity paradox on the survival of elderly patients with diabetes: an AHAP-based study. J Diabetes Metab Disord 17:45–51CrossRef
12.
go back to reference Khalangot M, Tronko M, Kravchenko V et al (2009) Body mass index and the risk of total and cardiovascular mortality among patients with type 2 diabetes: a large prospective study in Ukraine. Heart 95:454–460CrossRef Khalangot M, Tronko M, Kravchenko V et al (2009) Body mass index and the risk of total and cardiovascular mortality among patients with type 2 diabetes: a large prospective study in Ukraine. Heart 95:454–460CrossRef
13.
go back to reference Ciesla DJ, Moore EE, Johnson JL et al (2006) Obesity increases risk of organ failure after severe trauma. J Am Coll Surg 203:539–545CrossRef Ciesla DJ, Moore EE, Johnson JL et al (2006) Obesity increases risk of organ failure after severe trauma. J Am Coll Surg 203:539–545CrossRef
14.
go back to reference Osborne Z, Rowitz B, Moore H et al (2014) Obesity in trauma: outcomes and disposition trends. Am J Surg 207:387–392 (Discussion 391–382) CrossRef Osborne Z, Rowitz B, Moore H et al (2014) Obesity in trauma: outcomes and disposition trends. Am J Surg 207:387–392 (Discussion 391–382) CrossRef
15.
go back to reference Diaz JJ Jr, Norris PR, Collier BR et al (2009) Morbid obesity is not a risk factor for mortality in critically ill trauma patients. J Trauma 66:226–231CrossRef Diaz JJ Jr, Norris PR, Collier BR et al (2009) Morbid obesity is not a risk factor for mortality in critically ill trauma patients. J Trauma 66:226–231CrossRef
16.
go back to reference Newell MA, Bard MR, Goettler CE et al (2007) Body mass index and outcomes in critically injured blunt trauma patients: weighing the impact. J Am Coll Surg 204:1056–1061 (Discussion 1062–1054) CrossRef Newell MA, Bard MR, Goettler CE et al (2007) Body mass index and outcomes in critically injured blunt trauma patients: weighing the impact. J Am Coll Surg 204:1056–1061 (Discussion 1062–1054) CrossRef
17.
go back to reference Treto K, Safcsak K, Chesire D et al (2017) Analysis of mortality in traumatically injured patients based on body mass index and mechanism reveals highest mortality among the underweight in comparison with the ideal weight patients. Am Surg 83:341–347PubMed Treto K, Safcsak K, Chesire D et al (2017) Analysis of mortality in traumatically injured patients based on body mass index and mechanism reveals highest mortality among the underweight in comparison with the ideal weight patients. Am Surg 83:341–347PubMed
19.
go back to reference Arbabi S, Wahl WL, Hemmila MR et al (2003) The cushion effect. J Trauma 54:1090–1093CrossRef Arbabi S, Wahl WL, Hemmila MR et al (2003) The cushion effect. J Trauma 54:1090–1093CrossRef
20.
go back to reference Liu T, Chen JJ, Bai XJ et al (2013) The effect of obesity on outcomes in trauma patients: a meta-analysis. Injury 44:1145–1152CrossRef Liu T, Chen JJ, Bai XJ et al (2013) The effect of obesity on outcomes in trauma patients: a meta-analysis. Injury 44:1145–1152CrossRef
21.
go back to reference Brown CV, Neville AL, Rhee P et al (2005) The impact of obesity on the outcomes of 1153 critically injured blunt trauma patients. J Trauma 59:1048–1051 (Discussion 1051) CrossRef Brown CV, Neville AL, Rhee P et al (2005) The impact of obesity on the outcomes of 1153 critically injured blunt trauma patients. J Trauma 59:1048–1051 (Discussion 1051) CrossRef
22.
go back to reference Bochicchio GV, Joshi M, Bochicchio K et al (2006) Impact of obesity in the critically ill trauma patient: a prospective study. J Am Coll Surg 203:533–538CrossRef Bochicchio GV, Joshi M, Bochicchio K et al (2006) Impact of obesity in the critically ill trauma patient: a prospective study. J Am Coll Surg 203:533–538CrossRef
23.
go back to reference Hoffmann M, Lefering R, Gruber-Rathmann M et al (2012) The impact of BMI on polytrauma outcome. Injury 43:184–188CrossRef Hoffmann M, Lefering R, Gruber-Rathmann M et al (2012) The impact of BMI on polytrauma outcome. Injury 43:184–188CrossRef
24.
go back to reference Ditillo M, Pandit V, Rhee P et al (2014) Morbid obesity predisposes trauma patients to worse outcomes: a National Trauma Data Bank analysis. J Trauma Acute Care Surg 76:176–179CrossRef Ditillo M, Pandit V, Rhee P et al (2014) Morbid obesity predisposes trauma patients to worse outcomes: a National Trauma Data Bank analysis. J Trauma Acute Care Surg 76:176–179CrossRef
25.
go back to reference Neville AL, Brown CV, Weng J et al (2004) Obesity is an independent risk factor of mortality in severely injured blunt trauma patients. Arch Surg 139:983–987CrossRef Neville AL, Brown CV, Weng J et al (2004) Obesity is an independent risk factor of mortality in severely injured blunt trauma patients. Arch Surg 139:983–987CrossRef
26.
go back to reference Fantuzzi G (2005) Adipose tissue, adipokines, and inflammation. J Allergy Clin Immunol 115:911–919 (Quiz 920) CrossRef Fantuzzi G (2005) Adipose tissue, adipokines, and inflammation. J Allergy Clin Immunol 115:911–919 (Quiz 920) CrossRef
27.
go back to reference Littnerova S, Parenica J, Spinar J et al (2015) Positive influence of being overweight/obese on long term survival in patients hospitalised due to acute heart failure. PLoS ONE 10:e0117142CrossRef Littnerova S, Parenica J, Spinar J et al (2015) Positive influence of being overweight/obese on long term survival in patients hospitalised due to acute heart failure. PLoS ONE 10:e0117142CrossRef
28.
go back to reference Corkins MR, Guenter P, DiMaria-Ghalili RA et al (2014) Malnutrition diagnoses in hospitalized patients: United States, 2010. JPEN J Parenter Enter Nutr 38:186–195CrossRef Corkins MR, Guenter P, DiMaria-Ghalili RA et al (2014) Malnutrition diagnoses in hospitalized patients: United States, 2010. JPEN J Parenter Enter Nutr 38:186–195CrossRef
29.
go back to reference Streng KW, Voors AA, Hillege HL et al (2018) Waist-to-hip ratio and mortality in heart failure. Eur J Heart Fail 20:1269–1277CrossRef Streng KW, Voors AA, Hillege HL et al (2018) Waist-to-hip ratio and mortality in heart failure. Eur J Heart Fail 20:1269–1277CrossRef
30.
go back to reference Tsujimoto T, Kajio H (2017) Abdominal obesity is associated with an increased risk of all-cause mortality in patients with HFpEF. J Am Coll Cardiol 70:2739–2749CrossRef Tsujimoto T, Kajio H (2017) Abdominal obesity is associated with an increased risk of all-cause mortality in patients with HFpEF. J Am Coll Cardiol 70:2739–2749CrossRef
31.
go back to reference Imber DA, Pirrone M, Zhang C et al (2016) Respiratory management of perioperative obese patients. Respir Care 61:1681–1692CrossRef Imber DA, Pirrone M, Zhang C et al (2016) Respiratory management of perioperative obese patients. Respir Care 61:1681–1692CrossRef
32.
go back to reference Rosvall BR, Forgie K, MacLeod JB et al (2017) Impact of obesity on intensive care unit resource utilization after cardiac operations. Ann Thorac Surg 104:2009–2015CrossRef Rosvall BR, Forgie K, MacLeod JB et al (2017) Impact of obesity on intensive care unit resource utilization after cardiac operations. Ann Thorac Surg 104:2009–2015CrossRef
33.
go back to reference Shea JM, Gagnon M (2015) Working with patients living with obesity in the intensive care unit: a study of nurses' experiences. ANS Adv Nurs Sci 38:E17–37CrossRef Shea JM, Gagnon M (2015) Working with patients living with obesity in the intensive care unit: a study of nurses' experiences. ANS Adv Nurs Sci 38:E17–37CrossRef
Metadata
Title
The Obesity Paradox in the Trauma Patient: Normal May not Be Better
Authors
J. E. Dvorak
E. L. W. Lester
P. J. Maluso
L. Tatebe
V. Schlanser
M. Kaminsky
T. Messer
A. J. Dennis
F. Starr
F. Bokhari
Publication date
01-06-2020
Publisher
Springer International Publishing
Published in
World Journal of Surgery / Issue 6/2020
Print ISSN: 0364-2313
Electronic ISSN: 1432-2323
DOI
https://doi.org/10.1007/s00268-020-05398-1

Other articles of this Issue 6/2020

World Journal of Surgery 6/2020 Go to the issue