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Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization
RATIONALE & OBJECTIVE: The association between cannabis use and chronic kidney disease (CKD) is controversial. We aimed to assess association of CKD with cannabis use in a large cohort study and then assess causality using Mendelian randomization with a genome-wide association study (GWAS). STUD...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9879977/ https://www.ncbi.nlm.nih.gov/pubmed/36712313 http://dx.doi.org/10.1016/j.xkme.2022.100582 |
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author | Dellepiane, Sergio Paranjpe, Ishan Rajagopal, Madhumitha Kamat, Samir O’Hagan, Ross Gulamali, Faris Rein, Joshua L. Charney, Alexander W. Do, Ron Coca, Steven Glicksberg, Benjamin S. Nadkarni, Girish N. |
author_facet | Dellepiane, Sergio Paranjpe, Ishan Rajagopal, Madhumitha Kamat, Samir O’Hagan, Ross Gulamali, Faris Rein, Joshua L. Charney, Alexander W. Do, Ron Coca, Steven Glicksberg, Benjamin S. Nadkarni, Girish N. |
author_sort | Dellepiane, Sergio |
collection | PubMed |
description | RATIONALE & OBJECTIVE: The association between cannabis use and chronic kidney disease (CKD) is controversial. We aimed to assess association of CKD with cannabis use in a large cohort study and then assess causality using Mendelian randomization with a genome-wide association study (GWAS). STUDY DESIGN: Retrospective cohort study and genome-wide association study. SETTING & PARTICIPANTS: The retrospective study was conducted on the All of Us cohort (N=223,354). Genetic instruments for cannabis use disorder were identified from 3 GWAS: the Psychiatric Genomics Consortium Substance Use Disorders, iPSYCH, and deCODE (N=384,032). Association between genetic instruments and CKD was investigated in the CKDGen GWAS (N > 1.2 million). EXPOSURE: Cannabis consumption. OUTCOMES: CKD outcomes included: cystatin-C and creatinine-based kidney function, proteinuria, and blood urea nitrogen. ANALYTICAL APPROACH: We conducted association analyses to test for frequency of cannabis use and CKD. To evaluate causality, we performed a 2-sample Mendelian randomization. RESULTS: In the retrospective study, compared to former users, less than monthly (OR, 1.01; 95% CI, 0.87-1.18; P = 0.87) and monthly cannabis users (OR, 1.15; 95% CI, 0.86-1.52; P = 0.33) did not have higher CKD odds. Conversely, weekly (OR, 1.28; 95% CI, 1.01-1.60; P = 0.04) and daily use (OR, 1.25; 95% CI, 1.04-1.50; P = 0.02) was significantly associated with CKD, adjusted for multiple confounders. In Mendelian randomization, genetic liability to cannabis use disorder was not associated with increased odds for CKD (OR, 1.00; 95% CI, 0.99-1.01; P = 0.96). These results were robust across different Mendelian randomization techniques and multiple kidney traits. LIMITATIONS: Likely underreporting of cannabis use. In Mendelian randomization, genetic instruments were identified in the GWAS that included individuals primarily of European ancestry. CONCLUSIONS: Despite the epidemiological association between cannabis use and CKD, there was no evidence of a causal effect, indicating confounding in observational studies. |
format | Online Article Text |
id | pubmed-9879977 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-98799772023-01-28 Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization Dellepiane, Sergio Paranjpe, Ishan Rajagopal, Madhumitha Kamat, Samir O’Hagan, Ross Gulamali, Faris Rein, Joshua L. Charney, Alexander W. Do, Ron Coca, Steven Glicksberg, Benjamin S. Nadkarni, Girish N. Kidney Med Original Research RATIONALE & OBJECTIVE: The association between cannabis use and chronic kidney disease (CKD) is controversial. We aimed to assess association of CKD with cannabis use in a large cohort study and then assess causality using Mendelian randomization with a genome-wide association study (GWAS). STUDY DESIGN: Retrospective cohort study and genome-wide association study. SETTING & PARTICIPANTS: The retrospective study was conducted on the All of Us cohort (N=223,354). Genetic instruments for cannabis use disorder were identified from 3 GWAS: the Psychiatric Genomics Consortium Substance Use Disorders, iPSYCH, and deCODE (N=384,032). Association between genetic instruments and CKD was investigated in the CKDGen GWAS (N > 1.2 million). EXPOSURE: Cannabis consumption. OUTCOMES: CKD outcomes included: cystatin-C and creatinine-based kidney function, proteinuria, and blood urea nitrogen. ANALYTICAL APPROACH: We conducted association analyses to test for frequency of cannabis use and CKD. To evaluate causality, we performed a 2-sample Mendelian randomization. RESULTS: In the retrospective study, compared to former users, less than monthly (OR, 1.01; 95% CI, 0.87-1.18; P = 0.87) and monthly cannabis users (OR, 1.15; 95% CI, 0.86-1.52; P = 0.33) did not have higher CKD odds. Conversely, weekly (OR, 1.28; 95% CI, 1.01-1.60; P = 0.04) and daily use (OR, 1.25; 95% CI, 1.04-1.50; P = 0.02) was significantly associated with CKD, adjusted for multiple confounders. In Mendelian randomization, genetic liability to cannabis use disorder was not associated with increased odds for CKD (OR, 1.00; 95% CI, 0.99-1.01; P = 0.96). These results were robust across different Mendelian randomization techniques and multiple kidney traits. LIMITATIONS: Likely underreporting of cannabis use. In Mendelian randomization, genetic instruments were identified in the GWAS that included individuals primarily of European ancestry. CONCLUSIONS: Despite the epidemiological association between cannabis use and CKD, there was no evidence of a causal effect, indicating confounding in observational studies. Elsevier 2022-12-11 /pmc/articles/PMC9879977/ /pubmed/36712313 http://dx.doi.org/10.1016/j.xkme.2022.100582 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Original Research Dellepiane, Sergio Paranjpe, Ishan Rajagopal, Madhumitha Kamat, Samir O’Hagan, Ross Gulamali, Faris Rein, Joshua L. Charney, Alexander W. Do, Ron Coca, Steven Glicksberg, Benjamin S. Nadkarni, Girish N. Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization |
title | Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization |
title_full | Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization |
title_fullStr | Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization |
title_full_unstemmed | Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization |
title_short | Cannabis Use and CKD: Epidemiological Associations and Mendelian Randomization |
title_sort | cannabis use and ckd: epidemiological associations and mendelian randomization |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9879977/ https://www.ncbi.nlm.nih.gov/pubmed/36712313 http://dx.doi.org/10.1016/j.xkme.2022.100582 |
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