Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) Study

BackgroundReduced estimated glomerular filtration rate (eGFR) and elevated urinary albumin‐to‐creatinine ratio (ACR) individually increase risk of cardiovascular disease (CVD). We hypothesized that these associations are stronger among people with abnormal (both low and high) hemoglobin levels. Meth...

Full description

Bibliographic Details
Main Authors: Junichi Ishigami, Morgan E. Grams, Rakhi P. Naik, Melissa C. Caughey, Laura R. Loehr, Shinichi Uchida, Josef Coresh, Kunihiro Matsushita
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
Subjects:
Online Access:https://www.ahajournals.org/doi/10.1161/JAHA.117.007209
_version_ 1818289533821648896
author Junichi Ishigami
Morgan E. Grams
Rakhi P. Naik
Melissa C. Caughey
Laura R. Loehr
Shinichi Uchida
Josef Coresh
Kunihiro Matsushita
author_facet Junichi Ishigami
Morgan E. Grams
Rakhi P. Naik
Melissa C. Caughey
Laura R. Loehr
Shinichi Uchida
Josef Coresh
Kunihiro Matsushita
author_sort Junichi Ishigami
collection DOAJ
description BackgroundReduced estimated glomerular filtration rate (eGFR) and elevated urinary albumin‐to‐creatinine ratio (ACR) individually increase risk of cardiovascular disease (CVD). We hypothesized that these associations are stronger among people with abnormal (both low and high) hemoglobin levels. Methods and ResultsUsing 5801 participants with available hemoglobin measures of the ARIC (Atherosclerosis Risk in Community) study in 1996–1998, we explored the cross‐sectional association of eGFR and ACR with hemoglobin levels and their longitudinal associations with CVD (heart failure, coronary heart disease, and stroke) risk through 2013. At baseline, 8.8% had anemia (<13 g/dL in men and <12 g/dL in women) and 7.2% had high hemoglobin (≥16 g/dL in men and ≥15 g/dL in women). The adjusted prevalence ratio of anemia was 2.12 (95% confidence interval, 1.59–2.82) for eGFR 30 to 59 compared with ≥90 mL/min per 1.73 m2 and 1.45 (1.07–1.95) for ACR ≥30 compared with <10 mg/g. ACR ≥30 mg/g was also associated with high hemoglobin (prevalence ratio, 1.57 [1.12–2.19] compared with <10 mg/g). During follow‐up, there were 1069 incident CVDs among 5098 CVD‐free participants at baseline. In multivariable Cox models, lower eGFR, higher ACR, and anemia were each independently associated with CVD risk, with the association of low eGFR being slightly stronger in anemia (P‐for‐interaction, 0.072). There was no hemoglobin‐ACR interaction; however, when CVD subtypes were analyzed separately, risk of coronary heart disease and stroke associated with high ACR was slightly stronger in high hemoglobin (P‐for‐interaction, 0.074). ConclusionsKidney function, albuminuria, and anemia were correlated and independently associated with CVD risk. Correlation and potential interaction for atherosclerotic CVD between albuminuria and high hemoglobin deserve further investigation.
first_indexed 2024-12-13T02:13:48Z
format Article
id doaj.art-b3f1f26199b348f48980b8c63ad6f0c7
institution Directory Open Access Journal
issn 2047-9980
language English
last_indexed 2024-12-13T02:13:48Z
publishDate 2018-01-01
publisher Wiley
record_format Article
series Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
spelling doaj.art-b3f1f26199b348f48980b8c63ad6f0c72022-12-22T00:02:58ZengWileyJournal of the American Heart Association: Cardiovascular and Cerebrovascular Disease2047-99802018-01-017210.1161/JAHA.117.007209Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) StudyJunichi Ishigami0Morgan E. Grams1Rakhi P. Naik2Melissa C. Caughey3Laura R. Loehr4Shinichi Uchida5Josef Coresh6Kunihiro Matsushita7Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MDDivision of Nephrology, Department of Medicine, Johns Hopkins University, Baltimore, MDDivision of Hematology, Department of Medicine, Johns Hopkins University, Baltimore, MDDepartment of Medicine, University of North Carolina at Chapel Hill, NCDepartment of Epidemiology, University of North Carolina at Chapel Hill, NCDepartment of Nephrology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, JapanDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MDDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MDBackgroundReduced estimated glomerular filtration rate (eGFR) and elevated urinary albumin‐to‐creatinine ratio (ACR) individually increase risk of cardiovascular disease (CVD). We hypothesized that these associations are stronger among people with abnormal (both low and high) hemoglobin levels. Methods and ResultsUsing 5801 participants with available hemoglobin measures of the ARIC (Atherosclerosis Risk in Community) study in 1996–1998, we explored the cross‐sectional association of eGFR and ACR with hemoglobin levels and their longitudinal associations with CVD (heart failure, coronary heart disease, and stroke) risk through 2013. At baseline, 8.8% had anemia (<13 g/dL in men and <12 g/dL in women) and 7.2% had high hemoglobin (≥16 g/dL in men and ≥15 g/dL in women). The adjusted prevalence ratio of anemia was 2.12 (95% confidence interval, 1.59–2.82) for eGFR 30 to 59 compared with ≥90 mL/min per 1.73 m2 and 1.45 (1.07–1.95) for ACR ≥30 compared with <10 mg/g. ACR ≥30 mg/g was also associated with high hemoglobin (prevalence ratio, 1.57 [1.12–2.19] compared with <10 mg/g). During follow‐up, there were 1069 incident CVDs among 5098 CVD‐free participants at baseline. In multivariable Cox models, lower eGFR, higher ACR, and anemia were each independently associated with CVD risk, with the association of low eGFR being slightly stronger in anemia (P‐for‐interaction, 0.072). There was no hemoglobin‐ACR interaction; however, when CVD subtypes were analyzed separately, risk of coronary heart disease and stroke associated with high ACR was slightly stronger in high hemoglobin (P‐for‐interaction, 0.074). ConclusionsKidney function, albuminuria, and anemia were correlated and independently associated with CVD risk. Correlation and potential interaction for atherosclerotic CVD between albuminuria and high hemoglobin deserve further investigation.https://www.ahajournals.org/doi/10.1161/JAHA.117.007209anemiaanemia and chronic kidney diseasecardiovascular diseasechronic kidney disease
spellingShingle Junichi Ishigami
Morgan E. Grams
Rakhi P. Naik
Melissa C. Caughey
Laura R. Loehr
Shinichi Uchida
Josef Coresh
Kunihiro Matsushita
Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) Study
Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
anemia
anemia and chronic kidney disease
cardiovascular disease
chronic kidney disease
title Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) Study
title_full Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) Study
title_fullStr Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) Study
title_full_unstemmed Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) Study
title_short Hemoglobin, Albuminuria, and Kidney Function in Cardiovascular Risk: The ARIC (Atherosclerosis Risk in Communities) Study
title_sort hemoglobin albuminuria and kidney function in cardiovascular risk the aric atherosclerosis risk in communities study
topic anemia
anemia and chronic kidney disease
cardiovascular disease
chronic kidney disease
url https://www.ahajournals.org/doi/10.1161/JAHA.117.007209
work_keys_str_mv AT junichiishigami hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy
AT morganegrams hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy
AT rakhipnaik hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy
AT melissaccaughey hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy
AT laurarloehr hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy
AT shinichiuchida hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy
AT josefcoresh hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy
AT kunihiromatsushita hemoglobinalbuminuriaandkidneyfunctionincardiovascularriskthearicatherosclerosisriskincommunitiesstudy