Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
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
_version_ 1783347241417703424
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
work_keys_str_mv AT heyazhou exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT timofeevamaria exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT farringtonsusanm exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT vaughanshawpeter exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT svintivictoria exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT walkermarion exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT zgagalina exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT mengxiangrui exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT lixue exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT spiliopoulouathina exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT jiangxia exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT hypponenelina exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT kraftpeter exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT kieldouglasp exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT haywardcaroline exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT campbellarchie exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT porteousdavid exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT vucickatarina exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT kiraciva exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT filipovicmasa exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT harrissarahe exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT dearyianj exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT houlstonrichard exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT tomlinsonianp exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT campbellharry exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT theodoratouevropi exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy
AT dunlopmalcolmg exploringcausalityintheassociationbetweencirculating25hydroxyvitamindandcolorectalcancerriskalargemendelianrandomisationstudy