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Published in: Intensive Care Medicine 7/2010

01-07-2010 | Original

Impact of body mass on incidence and prognosis of acute kidney injury requiring renal replacement therapy

Authors: Wilfred Druml, Barbara Metnitz, Eva Schaden, Peter Bauer, Philipp G. H. Metnitz

Published in: Intensive Care Medicine | Issue 7/2010

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Abstract

Purpose

In patients with chronic kidney disease, survival has been shown to be better with increasing body mass, an observation which was termed the “obesity paradox”. To investigate if such an effect would also be present in patients with acute kidney injury (AKI), we analysed the impact of body mass on the prognosis of intensive care patients with severe AKI requiring renal replacement therapy.

Methods

A total of 5,232 patients with AKI requiring renal replacement therapy from 53 Austrian ICUs were analysed.

Results

Patients were divided into one of five BMI groups: underweight, normal, overweight, obese and morbid obese. The incidence of AKI increased with increasing body mass from underweight, normal (5.4%) to morbid obese (11.8%). Moreover, adjusted odds ratios to develop AKI were significantly increased for all groups (reference group: normal). Risk-adjusted hospital mortality rates followed a U-shaped pattern, with the lowest mortality in obese patients (BMI of ≥ 30 < 35). Multivariate analysis (with adjustment for severity of illness, sex, reason for admission and comorbidities) confirmed these results: obese patients presented with a significantly reduced probability to die in the hospital [odds ratio 0.81 (0.66–0.98)].

Conclusions

Obesity is an independent risk factor for developing AKI. Our results provide further evidence that body mass impacts on survival of patients with AKI requiring renal replacement therapy. Obese patients seem to have a survival benefit compared to underweight or normal weight patients.
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Literature
1.
go back to reference Kalantar-Zadeh K, Abbott KC, Salahudeen AK, Kilpatrick RD, Horwich TB (2005) Survival advantages of obesity in dialysis patients. Am J Clin Nutr 81:543–554PubMed Kalantar-Zadeh K, Abbott KC, Salahudeen AK, Kilpatrick RD, Horwich TB (2005) Survival advantages of obesity in dialysis patients. Am J Clin Nutr 81:543–554PubMed
2.
go back to reference Kovesdy CP, Anderson JE, Kalantar-Zadeh K (2007) Paradoxical association between body mass index and mortality in men with CKD not yet on dialysis. Am J Kidney Dis 49:581–591CrossRefPubMed Kovesdy CP, Anderson JE, Kalantar-Zadeh K (2007) Paradoxical association between body mass index and mortality in men with CKD not yet on dialysis. Am J Kidney Dis 49:581–591CrossRefPubMed
3.
go back to reference Suliman M, Stenvinkel P, Qureshi AR, Kalantar-Zadeh K, Barany P, Heimburger O, Vonesh EF, Lindholm B (2007) The reverse epidemiology of plasma total homocysteine as a mortality risk factor is related to the impact of wasting and inflammation. Nephrol Dial Transplant 22:209–217CrossRefPubMed Suliman M, Stenvinkel P, Qureshi AR, Kalantar-Zadeh K, Barany P, Heimburger O, Vonesh EF, Lindholm B (2007) The reverse epidemiology of plasma total homocysteine as a mortality risk factor is related to the impact of wasting and inflammation. Nephrol Dial Transplant 22:209–217CrossRefPubMed
4.
go back to reference de Mutsert R, Snijder MB, van der Sman-de Beer F, Seidell JC, Boeschoten EW, Krediet RT, Dekker JM, Vandenbroucke JP, Dekker FW (2007) Association between body mass index and mortality is similar in the hemodialysis population and the general population at high age and equal duration of follow-up. J Am Soc Nephrol 18:967–974CrossRefPubMed de Mutsert R, Snijder MB, van der Sman-de Beer F, Seidell JC, Boeschoten EW, Krediet RT, Dekker JM, Vandenbroucke JP, Dekker FW (2007) Association between body mass index and mortality is similar in the hemodialysis population and the general population at high age and equal duration of follow-up. J Am Soc Nephrol 18:967–974CrossRefPubMed
5.
go back to reference Levin NW, Handelman GJ, Coresh J, Port FK, Kaysen GA (2007) Reverse epidemiology: a confusing, confounding, and inaccurate term. Semin Dial 20:586–592CrossRefPubMed Levin NW, Handelman GJ, Coresh J, Port FK, Kaysen GA (2007) Reverse epidemiology: a confusing, confounding, and inaccurate term. Semin Dial 20:586–592CrossRefPubMed
6.
go back to reference Beddhu S, Cheung AK, Larive B, Greene T, Kaysen GA, Levey AS, Rocco M, Sarnak M, Toto R, Eknoyan G (2007) Inflammation and inverse associations of body mass index and serum creatinine with mortality in hemodialysis patients. J Ren Nutr 17:372–380CrossRefPubMed Beddhu S, Cheung AK, Larive B, Greene T, Kaysen GA, Levey AS, Rocco M, Sarnak M, Toto R, Eknoyan G (2007) Inflammation and inverse associations of body mass index and serum creatinine with mortality in hemodialysis patients. J Ren Nutr 17:372–380CrossRefPubMed
7.
go back to reference Akinnusi ME, Pineda LA, El Solh AA (2008) Effect of obesity on intensive care morbidity and mortality: a meta-analysis. Crit Care Med 36:151–158CrossRefPubMed Akinnusi ME, Pineda LA, El Solh AA (2008) Effect of obesity on intensive care morbidity and mortality: a meta-analysis. Crit Care Med 36:151–158CrossRefPubMed
8.
go back to reference Hogue CW, Stearns JD, Colantuoni E, Robinson KA, Stierer T, Mitter N, Pronovost PJ, Needham DM (2009) The impact of obesity on outcomes after critical illness: a meta-analysis. Intensive Care Med 35:1152–1170CrossRefPubMed Hogue CW, Stearns JD, Colantuoni E, Robinson KA, Stierer T, Mitter N, Pronovost PJ, Needham DM (2009) The impact of obesity on outcomes after critical illness: a meta-analysis. Intensive Care Med 35:1152–1170CrossRefPubMed
9.
go back to reference Metnitz PG, Steltzer H, Popow C, Valentin A, Neumark J, Sagmuller G, Schwameis F, Urschitz M, Muhlbacher F, Hiesmayr M, Lenz K (1997) Definition and evaluation of a documentation standard for intensive care medicine: the ASDI (Working group for standardization of a documentation system for Intensive care medicine) pilot project. Wien Klin Wochenschr 109:132–138PubMed Metnitz PG, Steltzer H, Popow C, Valentin A, Neumark J, Sagmuller G, Schwameis F, Urschitz M, Muhlbacher F, Hiesmayr M, Lenz K (1997) Definition and evaluation of a documentation standard for intensive care medicine: the ASDI (Working group for standardization of a documentation system for Intensive care medicine) pilot project. Wien Klin Wochenschr 109:132–138PubMed
10.
go back to reference Le Gall JR, St Lemeshow, Saulnier F (1993) A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study. JAMA 270:2957–2963CrossRefPubMed Le Gall JR, St Lemeshow, Saulnier F (1993) A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study. JAMA 270:2957–2963CrossRefPubMed
11.
go back to reference Miranda DR, De Rijk A, Schaufeli W (1996) Simplified therapeutic interventions scoring system: the TISS-28 items—results from a multicenter study. Crit Care Med 4:64–73CrossRef Miranda DR, De Rijk A, Schaufeli W (1996) Simplified therapeutic interventions scoring system: the TISS-28 items—results from a multicenter study. Crit Care Med 4:64–73CrossRef
12.
go back to reference Metnitz PG, Vesely H, Valentin A, Popow C, Hiesmayr M, Lenz K, Krenn CG, Steltzer H (1999) Evaluation of an interdisciplinary data set for national ICU assessment. Crit Care Med 27:1486–1491CrossRefPubMed Metnitz PG, Vesely H, Valentin A, Popow C, Hiesmayr M, Lenz K, Krenn CG, Steltzer H (1999) Evaluation of an interdisciplinary data set for national ICU assessment. Crit Care Med 27:1486–1491CrossRefPubMed
13.
go back to reference Hosmer DW, Lemeshow S (1995) Confidence interval estimates of an index of quality performance based on logistic regression models. Stat Med 14:2161–2172CrossRefPubMed Hosmer DW, Lemeshow S (1995) Confidence interval estimates of an index of quality performance based on logistic regression models. Stat Med 14:2161–2172CrossRefPubMed
14.
go back to reference Ahmed MH, Khalil AA (2007) Obesity-related glomerulopathy: another nail in the coffin of the epidemic of end-stage renal disease. J Clin Pathol 60:582CrossRefPubMed Ahmed MH, Khalil AA (2007) Obesity-related glomerulopathy: another nail in the coffin of the epidemic of end-stage renal disease. J Clin Pathol 60:582CrossRefPubMed
15.
go back to reference Ejerblad E, Fored CM, Lindblad P, Fryzek J, McLaughlin JK, Nyren O (2006) Obesity and risk for chronic renal failure. J Am Soc Nephrol 17:1695–1702CrossRefPubMed Ejerblad E, Fored CM, Lindblad P, Fryzek J, McLaughlin JK, Nyren O (2006) Obesity and risk for chronic renal failure. J Am Soc Nephrol 17:1695–1702CrossRefPubMed
16.
go back to reference Druml W (2004) Acute renal failure is not a “cute” renal failure!. Intensive Care Med 30:1886–1890CrossRefPubMed Druml W (2004) Acute renal failure is not a “cute” renal failure!. Intensive Care Med 30:1886–1890CrossRefPubMed
17.
go back to reference O’Brien JM, Phillips GS, Ali NA, Lucarelli M, Marsh CB, Lemeshow S (2006) Body mass index is independently associated with hospital mortality in mechanically ventilated adults with acute lung injury. Crit Care Med 34:738–744CrossRefPubMed O’Brien JM, Phillips GS, Ali NA, Lucarelli M, Marsh CB, Lemeshow S (2006) Body mass index is independently associated with hospital mortality in mechanically ventilated adults with acute lung injury. Crit Care Med 34:738–744CrossRefPubMed
18.
go back to reference Morris AE, Stapleton RD, Rubenfeld GD, Hudson LD, Caldwell E, Steinberg KP (2007) The association between body mass index and clinical outcomes in acute lung injury. Chest 131:342–348CrossRefPubMed Morris AE, Stapleton RD, Rubenfeld GD, Hudson LD, Caldwell E, Steinberg KP (2007) The association between body mass index and clinical outcomes in acute lung injury. Chest 131:342–348CrossRefPubMed
19.
go back to reference Sakr Y, Madl C, Filipescu D, Moreno R, Groeneveld J, Artigas A, Reinhart K, Vincent JL (2008) Obesity is associated with increased morbidity but not mortality in critically ill patients. Intensive Care Med 34:1999–2009CrossRefPubMed Sakr Y, Madl C, Filipescu D, Moreno R, Groeneveld J, Artigas A, Reinhart K, Vincent JL (2008) Obesity is associated with increased morbidity but not mortality in critically ill patients. Intensive Care Med 34:1999–2009CrossRefPubMed
20.
go back to reference Brown CV, Neville AL, Rhee P, Salim A, Velmahos GC, Demetriades D (2005) The impact of obesity on the outcomes of 1,153 critically injured blunt trauma patients. J Trauma 59:1048–1051 discussion 1051CrossRefPubMed Brown CV, Neville AL, Rhee P, Salim A, Velmahos GC, Demetriades D (2005) The impact of obesity on the outcomes of 1,153 critically injured blunt trauma patients. J Trauma 59:1048–1051 discussion 1051CrossRefPubMed
21.
go back to reference Peake SL, Moran JL, Ghelani DR, Lloyd AJ, Walker MJ (2006) The effect of obesity on 12-month survival following admission to intensive care: a prospective study. Crit Care Med 34:2929–2939PubMed Peake SL, Moran JL, Ghelani DR, Lloyd AJ, Walker MJ (2006) The effect of obesity on 12-month survival following admission to intensive care: a prospective study. Crit Care Med 34:2929–2939PubMed
22.
go back to reference Frat JP, Gissot V, Ragot S, Desachy A, Runge I, Lebert C, Robert R (2008) Impact of obesity in mechanically ventilated patients: a prospective study. Intensive Care Med 34:1991–1998CrossRefPubMed Frat JP, Gissot V, Ragot S, Desachy A, Runge I, Lebert C, Robert R (2008) Impact of obesity in mechanically ventilated patients: a prospective study. Intensive Care Med 34:1991–1998CrossRefPubMed
23.
go back to reference Aldawood A, Arabi Y, Dabbagh O (2006) Association of obesity with increased mortality in the critically ill patient. Anaesth Intensive Care 34:629–633PubMed Aldawood A, Arabi Y, Dabbagh O (2006) Association of obesity with increased mortality in the critically ill patient. Anaesth Intensive Care 34:629–633PubMed
24.
go back to reference Goulenok C, Monchi M, Chiche JD, Mira JP, Dhainaut JF, Cariou A (2004) Influence of overweight on ICU mortality: a prospective study. Chest 125:1441–1445CrossRefPubMed Goulenok C, Monchi M, Chiche JD, Mira JP, Dhainaut JF, Cariou A (2004) Influence of overweight on ICU mortality: a prospective study. Chest 125:1441–1445CrossRefPubMed
25.
go back to reference Kalantar-Zadeh K (2005) Recent advances in understanding the malnutrition-inflammation-cachexia syndrome in chronic kidney disease patients: what is next? Semin Dial 18:365–369CrossRefPubMed Kalantar-Zadeh K (2005) Recent advances in understanding the malnutrition-inflammation-cachexia syndrome in chronic kidney disease patients: what is next? Semin Dial 18:365–369CrossRefPubMed
26.
go back to reference Ikizler TA (2008) Resolved: being fat is good for dialysis patients: the godzilla effect. J Am Soc Nephrol 19:1059–1062CrossRefPubMed Ikizler TA (2008) Resolved: being fat is good for dialysis patients: the godzilla effect. J Am Soc Nephrol 19:1059–1062CrossRefPubMed
28.
go back to reference Mancuso P, Gottschalk A, Phare SM, Peters-Golden LukacsNW, Huffnagle GB (2002) Leptin-deficient mice exhibit impaired host defense in Gram-negative pneumonia. J Immunol 168:4018–4024PubMed Mancuso P, Gottschalk A, Phare SM, Peters-Golden LukacsNW, Huffnagle GB (2002) Leptin-deficient mice exhibit impaired host defense in Gram-negative pneumonia. J Immunol 168:4018–4024PubMed
29.
go back to reference Hsu A, Aronoff DM, Phipps J, Goel D, Mancuso P (2007) Leptin improves pulmonary bacterial clearance and survival in ob/ob mice during pneumococcal pneumonia. Clin Exp Immunol 150:332–339PubMedCrossRef Hsu A, Aronoff DM, Phipps J, Goel D, Mancuso P (2007) Leptin improves pulmonary bacterial clearance and survival in ob/ob mice during pneumococcal pneumonia. Clin Exp Immunol 150:332–339PubMedCrossRef
30.
go back to reference Bornstein SR, Licinio J, Tauchnitz R, Engelmann L, Negrao AB, Gold P, Chrousos GP (1998) Plasma leptin levels are increased in survivors of acute sepsis: associated loss of diurnal rhythm, in cortisol and leptin secretion. J Clin Endocrinol Metab 83:280–283CrossRefPubMed Bornstein SR, Licinio J, Tauchnitz R, Engelmann L, Negrao AB, Gold P, Chrousos GP (1998) Plasma leptin levels are increased in survivors of acute sepsis: associated loss of diurnal rhythm, in cortisol and leptin secretion. J Clin Endocrinol Metab 83:280–283CrossRefPubMed
32.
go back to reference Determann RM, Wolthuis EK, Spronk PE, Kuiper MA, Korevaar JC, Vroom MB, Schultz MJ (2007) Reliability of height and weight estimates in patients acutely admitted to intensive care units. Crit Care Nurse 27:48–55PubMed Determann RM, Wolthuis EK, Spronk PE, Kuiper MA, Korevaar JC, Vroom MB, Schultz MJ (2007) Reliability of height and weight estimates in patients acutely admitted to intensive care units. Crit Care Nurse 27:48–55PubMed
Metadata
Title
Impact of body mass on incidence and prognosis of acute kidney injury requiring renal replacement therapy
Authors
Wilfred Druml
Barbara Metnitz
Eva Schaden
Peter Bauer
Philipp G. H. Metnitz
Publication date
01-07-2010
Publisher
Springer-Verlag
Published in
Intensive Care Medicine / Issue 7/2010
Print ISSN: 0342-4642
Electronic ISSN: 1432-1238
DOI
https://doi.org/10.1007/s00134-010-1844-2

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