Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal Outcomes

Obesity-related nephropathy is associated with renal function progression. However, some studies have associated a high body mass index (BMI) with improved renal outcomes—this is referred to as the obesity paradox for renal outcomes, especially in relation to advanced chronic kidney disease (CKD). C...

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Main Authors: Chi-Chih Hung, Pei-Hua Yu, Sheng-Wen Niu, I-Ching Kuo, Jia-Jung Lee, Feng-Ching Shen, Jer-Ming Chang, Shang-Jyh Hwang
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Journal of Clinical Medicine
Subjects:
Online Access:https://www.mdpi.com/2077-0383/11/10/2787
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author Chi-Chih Hung
Pei-Hua Yu
Sheng-Wen Niu
I-Ching Kuo
Jia-Jung Lee
Feng-Ching Shen
Jer-Ming Chang
Shang-Jyh Hwang
author_facet Chi-Chih Hung
Pei-Hua Yu
Sheng-Wen Niu
I-Ching Kuo
Jia-Jung Lee
Feng-Ching Shen
Jer-Ming Chang
Shang-Jyh Hwang
author_sort Chi-Chih Hung
collection DOAJ
description Obesity-related nephropathy is associated with renal function progression. However, some studies have associated a high body mass index (BMI) with improved renal outcomes—this is referred to as the obesity paradox for renal outcomes, especially in relation to advanced chronic kidney disease (CKD). Central obesity can explain the obesity paradox in all-cause mortality. However, whether obesity or central obesity is associated with renal outcomes (renal replacement therapy or a 50% decline in the estimated glomerular filtration rate) in patients with advanced CKD remains unclear. Our study included 3605 Asian patients with CKD stages 1–5 divided into six groups according to their BMI (between 15 and 35 kg/m<sup>2</sup>). Through linear regression, BMI was positively associated with hemoglobin and albumin at CKD stages 4 and 5. In the competing risk Cox regression model, a high BMI (27.5–35 kg/m<sup>2</sup>) was associated with renal outcomes at CKD stages 1–3, but not stages 4 and 5. A high BMI was associated with renal outcomes in patients with hemoglobin ≥11 g/dL, but not <11 g/dL. A high waist-to-hip ratio was not associated with renal outcomes. We conclude that the CKD stage and anemia may explain the obesity paradox in renal outcomes in patients with CKD.
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spelling doaj.art-617b308a17ff42aa8aaa7e6427a6c3f92023-11-23T11:34:49ZengMDPI AGJournal of Clinical Medicine2077-03832022-05-011110278710.3390/jcm11102787Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal OutcomesChi-Chih Hung0Pei-Hua Yu1Sheng-Wen Niu2I-Ching Kuo3Jia-Jung Lee4Feng-Ching Shen5Jer-Ming Chang6Shang-Jyh Hwang7Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, TaiwanDivision of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, TaiwanDepartment of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 80145, TaiwanDepartment of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 80145, TaiwanDivision of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, TaiwanDivision of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, TaiwanDivision of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, TaiwanDivision of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, TaiwanObesity-related nephropathy is associated with renal function progression. However, some studies have associated a high body mass index (BMI) with improved renal outcomes—this is referred to as the obesity paradox for renal outcomes, especially in relation to advanced chronic kidney disease (CKD). Central obesity can explain the obesity paradox in all-cause mortality. However, whether obesity or central obesity is associated with renal outcomes (renal replacement therapy or a 50% decline in the estimated glomerular filtration rate) in patients with advanced CKD remains unclear. Our study included 3605 Asian patients with CKD stages 1–5 divided into six groups according to their BMI (between 15 and 35 kg/m<sup>2</sup>). Through linear regression, BMI was positively associated with hemoglobin and albumin at CKD stages 4 and 5. In the competing risk Cox regression model, a high BMI (27.5–35 kg/m<sup>2</sup>) was associated with renal outcomes at CKD stages 1–3, but not stages 4 and 5. A high BMI was associated with renal outcomes in patients with hemoglobin ≥11 g/dL, but not <11 g/dL. A high waist-to-hip ratio was not associated with renal outcomes. We conclude that the CKD stage and anemia may explain the obesity paradox in renal outcomes in patients with CKD.https://www.mdpi.com/2077-0383/11/10/2787obesity paradoxrenal outcomechronic kidney diseasebody mass indexcentral obesitywaist-to-hip ratio
spellingShingle Chi-Chih Hung
Pei-Hua Yu
Sheng-Wen Niu
I-Ching Kuo
Jia-Jung Lee
Feng-Ching Shen
Jer-Ming Chang
Shang-Jyh Hwang
Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal Outcomes
Journal of Clinical Medicine
obesity paradox
renal outcome
chronic kidney disease
body mass index
central obesity
waist-to-hip ratio
title Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal Outcomes
title_full Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal Outcomes
title_fullStr Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal Outcomes
title_full_unstemmed Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal Outcomes
title_short Association between Body Mass Index and Renal Outcomes Modified by Chronic Kidney Disease and Anemia: The Obesity Paradox for Renal Outcomes
title_sort association between body mass index and renal outcomes modified by chronic kidney disease and anemia the obesity paradox for renal outcomes
topic obesity paradox
renal outcome
chronic kidney disease
body mass index
central obesity
waist-to-hip ratio
url https://www.mdpi.com/2077-0383/11/10/2787
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