Using linked administrative data to study periprocedural mortality in obesity and chronic kidney disease (CKD).

Both obesity and chronic kidney disease (CKD) are associated with adverse periprocedural outcomes, but it is unknown how these two common conditions interact to influence risk. We examined the feasibility of combining a new procedure-related, obesity-specific flag with administrative and laboratory data and assessed the joint association between obesity and CKD with mortality. Since 2007, Alberta physicians may claim a fee supplement for performing eligible surgical and non-surgical procedures on patients with documented BMI ≥ 35 kg/m(2). We linked this information to the Alberta Kidney Disease Network registry. Participants were classified into four mutually exclusive groups based on the presence/absence of both obesity (BMI ≥ 35 kg/m(2)) and CKD (eGFR < 60 mL/min/1.73 m(2)). Mortality was assessed at 30 days following the index procedure. Of 393 659 participants, 9% were obese. Overall, 8% had obesity only, 78% neither obesity nor CKD, 13% CKD only and 1% both obesity and CKD. Unadjusted risks of mortality at 30 days were 0.3, 0.4, 2.0 and 2.1%, respectively--but decreased to 0.1, 0.2, 0.3 and 0.3%, respectively, after adjustment for age, sex, socioeconomic status, procedure type and other comorbidities. Administrative data can be feasibly combined with disease registries to study obesity-related outcomes. Results from the linked dataset demonstrated face validity--subjects with both obesity and CKD were at increased risk of periprocedural mortality, and this was driven in part by differences in age and comorbidity.

[1]  S. Gahagan,et al.  Overweight and Obesity , 2011 .

[2]  Wei Zhang,et al.  Obesity and overweight in Canada: an updated cost‐of‐illness study , 2010, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[3]  Jennifer MacRae,et al.  Overview of the Alberta Kidney Disease Network , 2009, BMC nephrology.

[4]  Z. ul-Haq,et al.  Meta‐analysis of the association between body mass index and health‐related quality of life among adults, assessed by the SF‐36 , 2013, Obesity.

[5]  D. Withrow,et al.  The economic burden of obesity worldwide: a systematic review of the direct costs of obesity , 2011, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[6]  A. R. Frisancho Physical Status: The Use and Interpretation of Anthropometry , 1996, The American Journal of Clinical Nutrition.

[7]  V. Moyer,et al.  Screening for and Management of Obesity in Adults: U.S. Preventive Services Task Force Recommendation Statement , 2012, Annals of Internal Medicine.

[8]  Jay S Kaufman,et al.  The "obesity paradox" explained. , 2013, Epidemiology.

[9]  C. Ogden,et al.  Adult obesity prevalence in Canada and the United States. , 2011, NCHS data brief.

[10]  S. Klarenbach,et al.  Population‐Based Analysis of Obesity and Workforce Participation , 2006, Obesity.

[11]  A. Bello,et al.  Use of administrative databases for health-care planning in CKD. , 2012, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

[12]  Philip McFarlane,et al.  Guidelines for the management of chronic kidney disease , 2008, Canadian Medical Association Journal.

[13]  Tatiana Andreyeva,et al.  Moderate and severe obesity have large differences in health care costs. , 2004, Obesity research.

[14]  K. Flegal,et al.  Association of All-Cause Mortality With Overweight and Obesity Using Standard Body Mass Index Categories , 2012 .

[15]  S. Friel,et al.  Unequal weight: equity oriented policy responses to the global obesity epidemic , 2007, BMJ : British Medical Journal.

[16]  Janet E Hux,et al.  Diabetes in Ontario: determination of prevalence and incidence using a validated administrative data algorithm. , 2002, Diabetes care.

[17]  B. Grace,et al.  Body mass index and postoperative complications in kidney transplant recipients , 2012, Nephrology.

[18]  B. Swinburn,et al.  Utility‐based quality of life associated with overweight and obesity: The australian diabetes, obesity, and lifestyle study , 2012, Obesity.

[19]  Hude Quan,et al.  Validation of a Case Definition to Define Hypertension Using Administrative Data , 2009, Hypertension.

[20]  M. McBean,et al.  Administrative data for public health surveillance and planning. , 2001, Annual review of public health.

[21]  Abdullah Al Mamun,et al.  Obesity in Adulthood and Its Consequences for Life Expectancy: A Life-Table Analysis , 2003, Annals of Internal Medicine.

[22]  L. Iezzoni Assessing Quality Using Administrative Data , 1997, Annals of Internal Medicine.

[23]  T. Pischon,et al.  Body mass index, waist circumference, and the risk of type 2 diabetes mellitus: implications for routine clinical practice. , 2010, Deutsches Arzteblatt international.

[24]  Mark Woodward,et al.  Separate and combined associations of body-mass index and abdominal adiposity with cardiovascular disease: collaborative analysis of 58 prospective studies. , 2011, Lancet.

[25]  Stephen L Jones,et al.  Cross-sectional and Case-Control Analyses of the Association of Kidney Function Staging With Adverse Postoperative Outcomes in General and Vascular Surgery , 2013, Annals of surgery.

[26]  G. Colditz,et al.  The disease burden associated with overweight and obesity. , 1999, JAMA.

[27]  K. Johansen,et al.  The enlarging body of evidence: obesity and chronic kidney disease. , 2006, Journal of the American Society of Nephrology : JASN.

[28]  J. Richard Landis,et al.  Large sample variance of kappa in the case of different sets of raters. , 1979 .

[29]  J. Manson,et al.  Annual deaths attributable to obesity in the United States. , 1999, JAMA.

[30]  H. Quan,et al.  Coding Algorithms for Defining Comorbidities in ICD-9-CM and ICD-10 Administrative Data , 2005, Medical care.

[31]  Wei Zhang,et al.  The incidence of co-morbidities related to obesity and overweight: A systematic review and meta-analysis , 2009, BMC public health.

[32]  Donald D Hensrud,et al.  Extreme obesity: a new medical crisis in the United States. , 2006, Mayo Clinic proceedings.

[33]  Haomiao Jia,et al.  The impact of obesity on health-related quality-of-life in the general adult US population. , 2005, Journal of public health.