High Fat-to-Muscle Ratio Was Associated with Increased Clinical Severity in Patients with Abdominal Trauma

Overweight and moderate obesity confer a survival benefit in chronic diseases such as coronary artery disease and chronic kidney disease, which has been termed the “obesity paradox”. However, whether this phenomenon exists in trauma patients remains controversial. We performed a retrospective cohort study in abdominal trauma patients admitted to a Level I trauma center in Nanjing, China between 2010 and 2020. In addition to the traditional body mass index (BMI) based measures, we further examined the association between body composition-based indices with clinical severity in trauma populations. Body composition indices including skeletal muscle index (SMI), fat tissue index (FTI), and total fat-to-muscle ratio (FTI/SMI) were measured using computed tomography. Our study found that overweight was associated with a four-fold risk of mortality (OR, 4.47 [95% CI, 1.40–14.97], p = 0.012) and obesity was associated with a seven-fold risk of mortality (OR, 6.56 [95% CI, 1.07–36.57], p = 0.032) compared to normal weight. Patients with high FTI/SMI had a three-fold risk of mortality (OR, 3.06 [95% CI, 1.08–10.16], p = 0.046) and double the risk of an intensive care unit length of stay ≥ 5 d (OR, 1.75 [95% CI, 1.06–2.91], p = 0.031) compared to patients with low FTI/SMI. The obesity paradox was not observed in abdominal trauma patients, and high FTI/SMI ratio was independently associated with increased clinical severity.

[1]  Z. Duan,et al.  Assessing Visceral Obesity and Abdominal Adipose Tissue Distribution in Healthy Populations Based on Computed Tomography: A Large Multicenter Cross-Sectional Study , 2022, Frontiers in Nutrition.

[2]  P. Fischer-Posovszky,et al.  Adipose tissue: a neglected organ in the response to severe trauma? , 2022, Cellular and Molecular Life Sciences.

[3]  Maxim Bashkuev,et al.  The Effect of Fat Distribution on the Inflammatory Response of Multiple Trauma Patients—A Retrospective Study , 2021, Life.

[4]  W. Ding,et al.  Low skeletal muscle mass predicts poor clinical outcomes in patients with abdominal trauma. , 2021, Nutrition.

[5]  S. Dash,et al.  Obesity as a multisystem disease: Trends in obesity rates and obesity‐related complications , 2021, Diabetes, obesity & metabolism.

[6]  D. Demetriades,et al.  The effect of body mass index on outcomes following severe blunt chest trauma. , 2020, Injury.

[7]  M. Dalamaga,et al.  Is There an Obesity Paradox in Critical Illness? Epidemiologic and Metabolic Considerations , 2020, Current Obesity Reports.

[8]  D. Demetriades,et al.  Isolated severe blunt traumatic brain injury: effect of obesity on outcomes. , 2020, Journal of neurosurgery.

[9]  L. Donini,et al.  Obesity or BMI Paradox? Beneath the Tip of the Iceberg , 2020, Frontiers in Nutrition.

[10]  Y. Song,et al.  Fat‐to‐muscle ratio as a predictor of insulin resistance and metabolic syndrome in Korean adults , 2020, Journal of cachexia, sarcopenia and muscle.

[11]  F. Bokhari,et al.  The Obesity Paradox in the Trauma Patient: Normal May not Be Better , 2020, World Journal of Surgery.

[12]  R. van Hillegersberg,et al.  The Predictive Value of Low Muscle Mass as Measured on CT Scans for Postoperative Complications and Mortality in Gastric Cancer Patients: A Systematic Review and Meta-Analysis , 2020, Journal of clinical medicine.

[13]  W. Böcker,et al.  Impact of pathologic body composition assessed by CT-based anthropometric measurements in adult patients with multiple trauma: a retrospective analysis , 2019, European Journal of Trauma and Emergency Surgery.

[14]  A. Hill,et al.  The impact of computed tomography-assessed sarcopenia on outcomes for trauma patients - a systematic review and meta-analysis. , 2019, Injury.

[15]  P. Pelosi,et al.  Effects of Obesity on Pulmonary Inflammation and Remodeling in Experimental Moderate Acute Lung Injury , 2019, Front. Immunol..

[16]  N. Nguyen,et al.  Obese trauma patients have increased need for dialysis , 2019, European Journal of Trauma and Emergency Surgery.

[17]  Myung Ah Lee,et al.  Impact of preoperative body compositions on survival following resection of biliary tract cancer , 2019, Journal of cachexia, sarcopenia and muscle.

[18]  F. Bamberg,et al.  Advanced Virtual Monoenergetic Imaging: Improvement of Visualization and Differentiation of Intramuscular Lesions in Portal-Venous-phase Contrast-enhanced Dual-energy CT. , 2019, Academic radiology.

[19]  M. Zeeshan,et al.  Sarcopenia defined by a computed tomography estimate of the psoas muscle area does not predict frailty in geriatric trauma patients. , 2019, American journal of surgery.

[20]  J. Noh,et al.  Fat-to-Lean Mass Ratio Can Predict Cardiac Events and All-Cause Mortality in Patients Undergoing Hemodialysis , 2018, Annals of Nutrition and Metabolism.

[21]  Q. Ma,et al.  Impact of body mass index on survival of medical patients with sepsis: a prospective cohort study in a university hospital in China , 2018, BMJ Open.

[22]  B. Caan,et al.  The Importance of Body Composition in Explaining the Overweight Paradox in Cancer-Counterpoint. , 2018, Cancer research.

[23]  Li Xu,et al.  The optimal anatomic site for a single slice to estimate the total volume of visceral adipose tissue by using the quantitative computed tomography (QCT) in Chinese population , 2018, European Journal of Clinical Nutrition.

[24]  T. Tsujimoto,et al.  Abdominal Obesity Is Associated With an Increased Risk of All-Cause Mortality in Patients With HFpEF. , 2017, Journal of the American College of Cardiology.

[25]  S. Docimo,et al.  Utilizing quantitative measures of visceral adiposity in evaluating trauma patient outcomes. , 2015, International journal of surgery.

[26]  Harold I Feldman,et al.  Computed Tomography–Defined Abdominal Adiposity Is Associated With Acute Kidney Injury in Critically Ill Trauma Patients* , 2014, Critical care medicine.

[27]  C. Boselli,et al.  The surface landmarks of the abdominal wall: a plea for standardization , 2014, Archives of medical science : AMS.

[28]  S. Heymsfield,et al.  Obesity paradox in cancer: new insights provided by body composition. , 2014, The American journal of clinical nutrition.

[29]  Eileen Bulger,et al.  Skeletal muscle predicts ventilator-free days, ICU-free days, and mortality in elderly ICU patients , 2013, Critical Care.

[30]  L. Langouche,et al.  Endocrine, Metabolic, and Morphologic Alterations of Adipose Tissue During Critical Illness* , 2013, Critical care medicine.

[31]  M. Rich,et al.  Body mass index and mortality in acute myocardial infarction patients. , 2012, The American journal of medicine.

[32]  S. Lemeshow,et al.  The association between body mass index, processes of care, and outcomes from mechanical ventilation: A prospective cohort study* , 2012, Critical care medicine.

[33]  M. Fessler,et al.  Obesity is associated with neutrophil dysfunction and attenuation of murine acute lung injury. , 2012, American journal of respiratory cell and molecular biology.

[34]  H. J. Yoo,et al.  Skeletal muscle mass to visceral fat area ratio is associated with metabolic syndrome and arterial stiffness: The Korean Sarcopenic Obesity Study (KSOS). , 2011, Diabetes research and clinical practice.

[35]  K. Johansen Association of body composition with survival among patients on hemodialysis. , 2010, Clinical journal of the American Society of Nephrology : CJASN.

[36]  J. Dixon,et al.  The effect of obesity on health outcomes , 2010, Molecular and Cellular Endocrinology.

[37]  Lesly A. Dossett,et al.  Visceral adiposity is not associated with inflammatory markers in trauma patients. , 2010, The Journal of trauma.

[38]  S. Pocock,et al.  The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. , 2007, Preventive medicine.

[39]  S. Pocock,et al.  The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies , 2007, The Lancet.

[40]  B. Popkin Global trends in obesity. , 2005 .

[41]  Bei-fan Zhou Predictive values of body mass index and waist circumference for risk factors of certain related diseases in Chinese adults--study on optimal cut-off points of body mass index and waist circumference in Chinese adults. , 2002, Biomedical and environmental sciences : BES.