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Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study
BACKGROUND: Whilst observational studies establish that lower plasma 25-hydroxyvitamin D (25-OHD) levels are associated with higher risk of colorectal cancer (CRC), establishing causality has proven challenging. Since vitamin D is modifiable, these observations have substantial clinical and public h...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6090711/ https://www.ncbi.nlm.nih.gov/pubmed/30103784 http://dx.doi.org/10.1186/s12916-018-1119-2 |
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author | He, Yazhou Timofeeva, Maria Farrington, Susan M. Vaughan-Shaw, Peter Svinti, Victoria Walker, Marion Zgaga, Lina Meng, Xiangrui Li, Xue Spiliopoulou, Athina Jiang, Xia Hyppönen, Elina Kraft, Peter Kiel, Douglas P. Hayward, Caroline Campbell, Archie Porteous, David Vucic, Katarina Kirac, Iva Filipovic, Masa Harris, Sarah E. Deary, Ian J. Houlston, Richard Tomlinson, Ian P. Campbell, Harry Theodoratou, Evropi Dunlop, Malcolm G. |
author_facet | He, Yazhou Timofeeva, Maria Farrington, Susan M. Vaughan-Shaw, Peter Svinti, Victoria Walker, Marion Zgaga, Lina Meng, Xiangrui Li, Xue Spiliopoulou, Athina Jiang, Xia Hyppönen, Elina Kraft, Peter Kiel, Douglas P. Hayward, Caroline Campbell, Archie Porteous, David Vucic, Katarina Kirac, Iva Filipovic, Masa Harris, Sarah E. Deary, Ian J. Houlston, Richard Tomlinson, Ian P. Campbell, Harry Theodoratou, Evropi Dunlop, Malcolm G. |
author_sort | He, Yazhou |
collection | PubMed |
description | BACKGROUND: Whilst observational studies establish that lower plasma 25-hydroxyvitamin D (25-OHD) levels are associated with higher risk of colorectal cancer (CRC), establishing causality has proven challenging. Since vitamin D is modifiable, these observations have substantial clinical and public health implications. Indeed, many health agencies already recommend supplemental vitamin D. Here, we explore causality in a large Mendelian randomisation (MR) study using an improved genetic instrument for circulating 25-OHD. METHODS: We developed a weighted genetic score for circulating 25-OHD using six genetic variants that we recently reported to be associated with circulating 25-OHD in a large genome-wide association study (GWAS) meta-analysis. Using this score as instrumental variable in MR analyses, we sought to determine whether circulating 25-OHD is causally linked with CRC risk. We conducted MR analysis using individual-level data from 10,725 CRC cases and 30,794 controls (Scotland, UK Biobank and Croatia). We then applied estimates from meta-analysis of 11 GWAS of CRC risk (18,967 cases; 48,168 controls) in a summary statistics MR approach. RESULTS: The new genetic score for 25-OHD was strongly associated with measured plasma 25-OHD levels in 2821 healthy Scottish controls (P = 1.47 × 10(− 11)), improving upon previous genetic instruments (F-statistic 46.0 vs. 13.0). However, individual-level MR revealed no association between 25-OHD score and CRC risk (OR 1.03/unit log-transformed circulating 25-OHD, 95% CI 0.51–2.07, P = 0.93). Similarly, we found no evidence for a causal relationship between 25-OHD and CRC risk using summary statistics MR analysis (OR 0.91, 95% CI 0.69–1.19, P = 0.48). CONCLUSIONS: Despite the scale of this study and employing an improved score capturing more of the genetic contribution to circulating 25-OHD, we found no evidence for a causal relationship between circulating 25-OHD and CRC risk. Although the magnitude of effect for vitamin D suggested by observational studies can confidently be excluded, smaller effects sizes and non-linear relationships remain plausible. Circulating vitamin D may be a CRC biomarker, but a causal effect on CRC risk remains unproven. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12916-018-1119-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6090711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60907112018-08-17 Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study He, Yazhou Timofeeva, Maria Farrington, Susan M. Vaughan-Shaw, Peter Svinti, Victoria Walker, Marion Zgaga, Lina Meng, Xiangrui Li, Xue Spiliopoulou, Athina Jiang, Xia Hyppönen, Elina Kraft, Peter Kiel, Douglas P. Hayward, Caroline Campbell, Archie Porteous, David Vucic, Katarina Kirac, Iva Filipovic, Masa Harris, Sarah E. Deary, Ian J. Houlston, Richard Tomlinson, Ian P. Campbell, Harry Theodoratou, Evropi Dunlop, Malcolm G. BMC Med Research Article BACKGROUND: Whilst observational studies establish that lower plasma 25-hydroxyvitamin D (25-OHD) levels are associated with higher risk of colorectal cancer (CRC), establishing causality has proven challenging. Since vitamin D is modifiable, these observations have substantial clinical and public health implications. Indeed, many health agencies already recommend supplemental vitamin D. Here, we explore causality in a large Mendelian randomisation (MR) study using an improved genetic instrument for circulating 25-OHD. METHODS: We developed a weighted genetic score for circulating 25-OHD using six genetic variants that we recently reported to be associated with circulating 25-OHD in a large genome-wide association study (GWAS) meta-analysis. Using this score as instrumental variable in MR analyses, we sought to determine whether circulating 25-OHD is causally linked with CRC risk. We conducted MR analysis using individual-level data from 10,725 CRC cases and 30,794 controls (Scotland, UK Biobank and Croatia). We then applied estimates from meta-analysis of 11 GWAS of CRC risk (18,967 cases; 48,168 controls) in a summary statistics MR approach. RESULTS: The new genetic score for 25-OHD was strongly associated with measured plasma 25-OHD levels in 2821 healthy Scottish controls (P = 1.47 × 10(− 11)), improving upon previous genetic instruments (F-statistic 46.0 vs. 13.0). However, individual-level MR revealed no association between 25-OHD score and CRC risk (OR 1.03/unit log-transformed circulating 25-OHD, 95% CI 0.51–2.07, P = 0.93). Similarly, we found no evidence for a causal relationship between 25-OHD and CRC risk using summary statistics MR analysis (OR 0.91, 95% CI 0.69–1.19, P = 0.48). CONCLUSIONS: Despite the scale of this study and employing an improved score capturing more of the genetic contribution to circulating 25-OHD, we found no evidence for a causal relationship between circulating 25-OHD and CRC risk. Although the magnitude of effect for vitamin D suggested by observational studies can confidently be excluded, smaller effects sizes and non-linear relationships remain plausible. Circulating vitamin D may be a CRC biomarker, but a causal effect on CRC risk remains unproven. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12916-018-1119-2) contains supplementary material, which is available to authorized users. BioMed Central 2018-08-14 /pmc/articles/PMC6090711/ /pubmed/30103784 http://dx.doi.org/10.1186/s12916-018-1119-2 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article He, Yazhou Timofeeva, Maria Farrington, Susan M. Vaughan-Shaw, Peter Svinti, Victoria Walker, Marion Zgaga, Lina Meng, Xiangrui Li, Xue Spiliopoulou, Athina Jiang, Xia Hyppönen, Elina Kraft, Peter Kiel, Douglas P. Hayward, Caroline Campbell, Archie Porteous, David Vucic, Katarina Kirac, Iva Filipovic, Masa Harris, Sarah E. Deary, Ian J. Houlston, Richard Tomlinson, Ian P. Campbell, Harry Theodoratou, Evropi Dunlop, Malcolm G. Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study |
title | Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study |
title_full | Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study |
title_fullStr | Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study |
title_full_unstemmed | Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study |
title_short | Exploring causality in the association between circulating 25-hydroxyvitamin D and colorectal cancer risk: a large Mendelian randomisation study |
title_sort | exploring causality in the association between circulating 25-hydroxyvitamin d and colorectal cancer risk: a large mendelian randomisation study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6090711/ https://www.ncbi.nlm.nih.gov/pubmed/30103784 http://dx.doi.org/10.1186/s12916-018-1119-2 |
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