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Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study

BACKGROUND: Genome-wide association studies (GWAS) have identified >50 single nucleotide polymorphisms (SNP) in association with estimated glomerular filtration rate (eGFR) and chronic kidney disease (CKD) but little is known about whether the combination of these SNPs may aid in prediction of fu...

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Autores principales: Schulz, Christina-Alexandra, Engström, Gunnar, Christensson, Anders, Nilsson, Peter M., Melander, Olle, Orho-Melander, Marju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6698292/
https://www.ncbi.nlm.nih.gov/pubmed/31440704
http://dx.doi.org/10.1016/j.ekir.2019.05.003
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author Schulz, Christina-Alexandra
Engström, Gunnar
Christensson, Anders
Nilsson, Peter M.
Melander, Olle
Orho-Melander, Marju
author_facet Schulz, Christina-Alexandra
Engström, Gunnar
Christensson, Anders
Nilsson, Peter M.
Melander, Olle
Orho-Melander, Marju
author_sort Schulz, Christina-Alexandra
collection PubMed
description BACKGROUND: Genome-wide association studies (GWAS) have identified >50 single nucleotide polymorphisms (SNP) in association with estimated glomerular filtration rate (eGFR) and chronic kidney disease (CKD) but little is known about whether the combination of these SNPs may aid in prediction of future incidence of CKD in the population. METHODS: We included 2301 participants with baseline eGFR ≥60 mL/min per 1.73 m(2) from the Malmö Diet and Cancer Study–Cardiovascular Cohort. The eGFR was estimated during baseline (1991–1996) and after a mean follow-up of 16.6 years using the CKD–Epidemiology Collaboration 2009 creatinine equation. We combined 53 SNPs into a genetic risk score weighted by the effect size (wGRS(CKD)), and examined its association with incidence of CKD stage 3A (eGFR ≤60 mL/min per 1.73 m(2)). RESULTS: At follow-up, 453 study participants were defined as having CKD stage 3A. We observed a strong association between wGRS(CKD) and eGFR at baseline (P = 6.5 × 10(−8)) and at the follow-up reexamination (P = 5.0 × 10(−10)). The odds ratio (OR) for incidence of CKD stage 3A was 1.25 per 1 SD increment in the wGRS(CKD) (95% confidence interval [CI]: 1.12–1.39) adjusting for potential confounders (sex, age, body mass index [BMI], baseline eGFR, fasting glucose, systolic blood pressure (SBP), antihypertensive treatment, smoking, follow-up time). Adding wGRS(CKD) on the top of traditional risk factors did not improve the C-statistics (P = 0.12), but the Net Reclassification-Improvement-Index was significantly improved (cNRI = 21.3%; 95% CI: 21.2–21.4; P < 0.0001). CONCLUSION: wGRS(CKD) was associated with a 25% increased incidence of CKD per 1 SD increment. Although the wGRS(CKD) did not improve the prediction model beyond clinical risk factors per se, the information of genetic predisposition may aid in reclassification of individuals into correct risk direction.
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spelling pubmed-66982922019-08-22 Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study Schulz, Christina-Alexandra Engström, Gunnar Christensson, Anders Nilsson, Peter M. Melander, Olle Orho-Melander, Marju Kidney Int Rep Clinical Research BACKGROUND: Genome-wide association studies (GWAS) have identified >50 single nucleotide polymorphisms (SNP) in association with estimated glomerular filtration rate (eGFR) and chronic kidney disease (CKD) but little is known about whether the combination of these SNPs may aid in prediction of future incidence of CKD in the population. METHODS: We included 2301 participants with baseline eGFR ≥60 mL/min per 1.73 m(2) from the Malmö Diet and Cancer Study–Cardiovascular Cohort. The eGFR was estimated during baseline (1991–1996) and after a mean follow-up of 16.6 years using the CKD–Epidemiology Collaboration 2009 creatinine equation. We combined 53 SNPs into a genetic risk score weighted by the effect size (wGRS(CKD)), and examined its association with incidence of CKD stage 3A (eGFR ≤60 mL/min per 1.73 m(2)). RESULTS: At follow-up, 453 study participants were defined as having CKD stage 3A. We observed a strong association between wGRS(CKD) and eGFR at baseline (P = 6.5 × 10(−8)) and at the follow-up reexamination (P = 5.0 × 10(−10)). The odds ratio (OR) for incidence of CKD stage 3A was 1.25 per 1 SD increment in the wGRS(CKD) (95% confidence interval [CI]: 1.12–1.39) adjusting for potential confounders (sex, age, body mass index [BMI], baseline eGFR, fasting glucose, systolic blood pressure (SBP), antihypertensive treatment, smoking, follow-up time). Adding wGRS(CKD) on the top of traditional risk factors did not improve the C-statistics (P = 0.12), but the Net Reclassification-Improvement-Index was significantly improved (cNRI = 21.3%; 95% CI: 21.2–21.4; P < 0.0001). CONCLUSION: wGRS(CKD) was associated with a 25% increased incidence of CKD per 1 SD increment. Although the wGRS(CKD) did not improve the prediction model beyond clinical risk factors per se, the information of genetic predisposition may aid in reclassification of individuals into correct risk direction. Elsevier 2019-05-16 /pmc/articles/PMC6698292/ /pubmed/31440704 http://dx.doi.org/10.1016/j.ekir.2019.05.003 Text en © 2019 Published by Elsevier, Inc., on behalf of the International Society of Nephrology. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Clinical Research
Schulz, Christina-Alexandra
Engström, Gunnar
Christensson, Anders
Nilsson, Peter M.
Melander, Olle
Orho-Melander, Marju
Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study
title Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study
title_full Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study
title_fullStr Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study
title_full_unstemmed Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study
title_short Genetic Predisposition for Renal Dysfunction and Incidence of CKD in the Malmö Diet and Cancer Study
title_sort genetic predisposition for renal dysfunction and incidence of ckd in the malmö diet and cancer study
topic Clinical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6698292/
https://www.ncbi.nlm.nih.gov/pubmed/31440704
http://dx.doi.org/10.1016/j.ekir.2019.05.003
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