TY - JOUR
T1 - A bidirectional Mendelian randomization study supports causal effects of kidney function on blood pressure
AU - Yu, Zhi
AU - Coresh, Josef
AU - Qi, Guanghao
AU - Grams, Morgan
AU - Boerwinkle, Eric
AU - Snieder, Harold
AU - Teumer, Alexander
AU - Pattaro, Cristian
AU - Köttgen, Anna
AU - Chatterjee, Nilanjan
AU - Tin, Adrienne
N1 - Funding Information:
AK was supported by a Heisenberg professorship (KO 3598/3-1, 3598/5-1) as well as CRC 1140 project number 246781735 and CRC 992 of the German Research Foundation. NC was supported by the National Human Genome Research Institute grant R01 HG010480-01 . AT was supported by the National Institute of Arthritis and Musculoskeletal and Skin grant R01 AR073178-01A1 . The Atherosclerosis Risk in Communities study was funded by HHSN268201100009C. The funding sources had no role in the design or conduct of the study; the collection, management, analysis, and interpretation of the data; or preparation, review, or approval of the manuscript.
Funding Information:
The authors thank the Chronic Kidney Disease Genetic Consortium (https://ckdgen.imbi.uni-freiburg.de), the UK Biobank (https://www.ukbiobank.ac.uk/), and the International Consortium for Blood Pressure-Genome Wide Association Studies for publicly sharing the genetic data we used in our causal analysis. AK was supported by a Heisenberg professorship (KO 3598/3-1, 3598/5-1) as well as CRC 1140 project number 246781735 and CRC 992 of the German Research Foundation. NC was supported by the National Human Genome Research Institute grant R01 HG010480-01. AT was supported by the National Institute of Arthritis and Musculoskeletal and Skin grant R01 AR073178-01A1. The Atherosclerosis Risk in Communities study was funded by HHSN268201100009C. The funding sources had no role in the design or conduct of the study; the collection, management, analysis, and interpretation of the data; or preparation, review, or approval of the manuscript.
Publisher Copyright:
© 2020 International Society of Nephrology
PY - 2020/9
Y1 - 2020/9
N2 - Blood pressure and kidney function have a bidirectional relation. Hypertension has long been considered as a risk factor for kidney function decline. However, whether intensive blood pressure control could promote kidney health has been uncertain. The kidney is known to have a major role in affecting blood pressure through sodium extraction and regulating electrolyte balance. This bidirectional relation makes causal inference between these two traits difficult. Therefore, to examine the causal relations between these two traits, we performed two-sample Mendelian randomization analyses using summary statistics of large-scale genome-wide association studies. We selected genetic instruments more likely to be specific for kidney function using meta-analyses of complementary kidney function biomarkers (glomerular filtration rate estimated from serum creatinine [eGFRcr], and blood urea nitrogen from the CKDGen Consortium). Systolic and diastolic blood pressure summary statistics were from the International Consortium for Blood Pressure and UK Biobank. Significant evidence supported the causal effects of higher kidney function on lower blood pressure. Based on the mode-based Mendelian randomization method, the effect estimates for one standard deviation (SD) higher in log-transformed eGFRcr was -0.17 SD unit (95 % confidence interval: -0.09 to -0.24) in systolic blood pressure and -0.15 SD unit (95% confidence interval: -0.07 to -0.22) in diastolic blood pressure. In contrast, the causal effects of blood pressure on kidney function were not statistically significant. Thus, our results support causal effects of higher kidney function on lower blood pressure and suggest preventing kidney function decline can reduce the public health burden of hypertension.
AB - Blood pressure and kidney function have a bidirectional relation. Hypertension has long been considered as a risk factor for kidney function decline. However, whether intensive blood pressure control could promote kidney health has been uncertain. The kidney is known to have a major role in affecting blood pressure through sodium extraction and regulating electrolyte balance. This bidirectional relation makes causal inference between these two traits difficult. Therefore, to examine the causal relations between these two traits, we performed two-sample Mendelian randomization analyses using summary statistics of large-scale genome-wide association studies. We selected genetic instruments more likely to be specific for kidney function using meta-analyses of complementary kidney function biomarkers (glomerular filtration rate estimated from serum creatinine [eGFRcr], and blood urea nitrogen from the CKDGen Consortium). Systolic and diastolic blood pressure summary statistics were from the International Consortium for Blood Pressure and UK Biobank. Significant evidence supported the causal effects of higher kidney function on lower blood pressure. Based on the mode-based Mendelian randomization method, the effect estimates for one standard deviation (SD) higher in log-transformed eGFRcr was -0.17 SD unit (95 % confidence interval: -0.09 to -0.24) in systolic blood pressure and -0.15 SD unit (95% confidence interval: -0.07 to -0.22) in diastolic blood pressure. In contrast, the causal effects of blood pressure on kidney function were not statistically significant. Thus, our results support causal effects of higher kidney function on lower blood pressure and suggest preventing kidney function decline can reduce the public health burden of hypertension.
KW - Mendelian randomization
KW - biomarkers
KW - blood pressure
KW - chronic kidney disease
KW - genome-wide association study
KW - kidney function
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U2 - 10.1016/j.kint.2020.04.044
DO - 10.1016/j.kint.2020.04.044
M3 - Article
C2 - 32454124
AN - SCOPUS:85089008659
SN - 0085-2538
VL - 98
SP - 708
EP - 716
JO - Kidney International
JF - Kidney International
IS - 3
ER -