Applying Mendelian randomization to appraise causality in relationships between nutrition and cancer.


Journal

Cancer causes & control : CCC
ISSN: 1573-7225
Titre abrégé: Cancer Causes Control
Pays: Netherlands
ID NLM: 9100846

Informations de publication

Date de publication:
May 2022
Historique:
received: 30 06 2021
accepted: 10 02 2022
pubmed: 12 3 2022
medline: 19 4 2022
entrez: 11 3 2022
Statut: ppublish

Résumé

Dietary factors are assumed to play an important role in cancer risk, apparent in consensus recommendations for cancer prevention that promote nutritional changes. However, the evidence in this field has been generated predominantly through observational studies, which may result in biased effect estimates because of confounding, exposure misclassification, and reverse causality. With major geographical differences and rapid changes in cancer incidence over time, it is crucial to establish which of the observational associations reflect causality and to identify novel risk factors as these may be modified to prevent the onset of cancer and reduce its progression. Mendelian randomization (MR) uses the special properties of germline genetic variation to strengthen causal inference regarding potentially modifiable exposures and disease risk. MR can be implemented through instrumental variable (IV) analysis and, when robustly performed, is generally less prone to confounding, reverse causation and measurement error than conventional observational methods and has different sources of bias (discussed in detail below). It is increasingly used to facilitate causal inference in epidemiology and provides an opportunity to explore the effects of nutritional exposures on cancer incidence and progression in a cost-effective and timely manner. Here, we introduce the concept of MR and discuss its current application in understanding the impact of nutritional factors (e.g., any measure of diet and nutritional intake, circulating biomarkers, patterns, preference or behaviour) on cancer aetiology and, thus, opportunities for MR to contribute to the development of nutritional recommendations and policies for cancer prevention. We provide applied examples of MR studies examining the role of nutritional factors in cancer to illustrate how this method can be used to help prioritise or deprioritise the evaluation of specific nutritional factors as intervention targets in randomised controlled trials. We describe possible biases when using MR, and methodological developments aimed at investigating and potentially overcoming these biases when present. Lastly, we consider the use of MR in identifying causally relevant nutritional risk factors for various cancers in different regions across the world, given notable geographical differences in some cancers. We also discuss how MR results could be translated into further research and policy. We conclude that findings from MR studies, which corroborate those from other well-conducted studies with different and orthogonal biases, are poised to substantially improve our understanding of nutritional influences on cancer. For such corroboration, there is a requirement for an interdisciplinary and collaborative approach to investigate risk factors for cancer incidence and progression.

Identifiants

pubmed: 35274198
doi: 10.1007/s10552-022-01562-1
pii: 10.1007/s10552-022-01562-1
pmc: PMC9010389
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

631-652

Subventions

Organisme : Cancer Research UK
ID : 29186
Pays : United Kingdom
Organisme : Medical Research Council
ID : MCUU00011/6
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_12026/2
Pays : United Kingdom
Organisme : British Heart Foundation
ID : R100643-101
Pays : United Kingdom
Organisme : British Heart Foundation
ID : CH/1996001/9454
Pays : United Kingdom
Organisme : Diabetes UK
ID : 17/0005587
Pays : United Kingdom
Organisme : Medical Research Council
ID : MCUU00011/1
Pays : United Kingdom
Organisme : NIA NIH HHS
ID : K01 AG053477
Pays : United States
Organisme : Medical Research Council
ID : MC_PC_14135
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00011/7
Pays : United Kingdom
Organisme : British Heart Foundation
ID : CH/12/2/29428
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 204813/Z/16/Z
Pays : United Kingdom
Organisme : NIA NIH HHS
ID : K01AG053477
Pays : United States
Organisme : Medical Research Council
ID : MC_UU_00017/1
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 204623/Z/16/Z
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C16077/A29186
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 212946/Z/18/Z
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 208806/Z/17/Z
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00011/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00011/6
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/S037055/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MCUU00011/5
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/S024778/1
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C500/A16896
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/P014054/1
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C18281/A19169
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C68933/A28534
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_U137686851
Pays : United Kingdom
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 202802/Z/16/Z
Pays : United Kingdom
Organisme : British Heart Foundation
ID : RG/18/13/33946
Pays : United Kingdom

Informations de copyright

© 2022. The Author(s).

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Auteurs

Kaitlin H Wade (KH)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. kaitlin.wade@bristol.ac.uk.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK. kaitlin.wade@bristol.ac.uk.

James Yarmolinsky (J)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Edward Giovannucci (E)

Departments of Nutrition and Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA.

Sarah J Lewis (SJ)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Bristol National Institute for Health Research (NIHR) Biomedical Research Centre, Bristol, UK.

Iona Y Millwood (IY)

Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU) and the Medical Research Council Population Health Research Unit (MRC PHRU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.

Marcus R Munafò (MR)

Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Bristol National Institute for Health Research (NIHR) Biomedical Research Centre, Bristol, UK.
School of Psychological Science, University of Bristol, Bristol, UK.

Fleur Meddens (F)

Department of Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Department of Applied Economics, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, The Netherlands.

Kimberley Burrows (K)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Joshua A Bell (JA)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Neil M Davies (NM)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.

Daniela Mariosa (D)

International Agency for Research On Cancer (IARC), Lyon, France.

Noora Kanerva (N)

Nightingale Health Oy, Helsinki, Finland.

Emma E Vincent (EE)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Cellular and Molecular Medicine, Faculty of Life Sciences, University of Bristol, Bristol, UK.

Karl Smith-Byrne (K)

International Agency for Research On Cancer (IARC), Lyon, France.

Florence Guida (F)

International Agency for Research On Cancer (IARC), Lyon, France.

Marc J Gunter (MJ)

International Agency for Research On Cancer (IARC), Lyon, France.

Eleanor Sanderson (E)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Frank Dudbridge (F)

Department of Health Sciences, University of Leicester, Leicester, UK.

Stephen Burgess (S)

MRC Biostatistics Unit, University of Cambridge, Cambridge, UK.
Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.

Marilyn C Cornelis (MC)

Northwestern University Feinberg School of Medicine, Chicago, IL, USA.

Tom G Richardson (TG)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Maria Carolina Borges (MC)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Jack Bowden (J)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Research Innovation Learning and Development (RILD) Building, University of Exeter Medical School, Exeter, UK.

Gibran Hemani (G)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Yoonsu Cho (Y)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Wes Spiller (W)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Rebecca C Richmond (RC)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Alice R Carter (AR)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Ryan Langdon (R)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Deborah A Lawlor (DA)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Bristol National Institute for Health Research (NIHR) Biomedical Research Centre, Bristol, UK.

Robin G Walters (RG)

Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU) and the Medical Research Council Population Health Research Unit (MRC PHRU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.

Karani Santhanakrishnan Vimaleswaran (KS)

Hugh Sinclair Unit of Human Nutrition, Department of Food and Nutritional Sciences, University of Reading, Reading, UK.

Annie Anderson (A)

Population Health and Genomics, School of Medicine, University of Dundee, Dundee, Scotland, UK.

Meda R Sandu (MR)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
NIHR Biomedical Research Centre, Bristol, UK.

Kate Tilling (K)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Bristol National Institute for Health Research (NIHR) Biomedical Research Centre, Bristol, UK.

George Davey Smith (G)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Bristol National Institute for Health Research (NIHR) Biomedical Research Centre, Bristol, UK.

Richard M Martin (RM)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.

Caroline L Relton (CL)

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Medical Research Council (MRC) Integrative Epidemiology Unit (IEU) at the University of Bristol, Bristol, UK.
Bristol National Institute for Health Research (NIHR) Biomedical Research Centre, Bristol, UK.

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