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Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence
BACKGROUND AND AIMS: Summarised in polygenic risk scores (PRS), the effect of common, low penetrant genetic variants associated with colorectal cancer (CRC), can be used for risk stratification. METHODS: To assess the combined impact of the PRS and other main factors on CRC risk, 163,516 individuals...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9987090/ https://www.ncbi.nlm.nih.gov/pubmed/36872334 http://dx.doi.org/10.1186/s12920-023-01469-z |
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author | Hassanin, Emadeldin Spier, Isabel Bobbili, Dheeraj R. Aldisi, Rana Klinkhammer, Hannah David, Friederike Dueñas, Nuria Hüneburg, Robert Perne, Claudia Brunet, Joan Capella, Gabriel Nöthen, Markus M. Forstner, Andreas J. Mayr, Andreas Krawitz, Peter May, Patrick Aretz, Stefan Maj, Carlo |
author_facet | Hassanin, Emadeldin Spier, Isabel Bobbili, Dheeraj R. Aldisi, Rana Klinkhammer, Hannah David, Friederike Dueñas, Nuria Hüneburg, Robert Perne, Claudia Brunet, Joan Capella, Gabriel Nöthen, Markus M. Forstner, Andreas J. Mayr, Andreas Krawitz, Peter May, Patrick Aretz, Stefan Maj, Carlo |
author_sort | Hassanin, Emadeldin |
collection | PubMed |
description | BACKGROUND AND AIMS: Summarised in polygenic risk scores (PRS), the effect of common, low penetrant genetic variants associated with colorectal cancer (CRC), can be used for risk stratification. METHODS: To assess the combined impact of the PRS and other main factors on CRC risk, 163,516 individuals from the UK Biobank were stratified as follows: 1. carriers status for germline pathogenic variants (PV) in CRC susceptibility genes (APC, MLH1, MSH2, MSH6, PMS2), 2. low (< 20%), intermediate (20–80%), or high PRS (> 80%), and 3. family history (FH) of CRC. Multivariable logistic regression and Cox proportional hazards models were applied to compare odds ratios and to compute the lifetime incidence, respectively. RESULTS: Depending on the PRS, the CRC lifetime incidence for non-carriers ranges between 6 and 22%, compared to 40% and 74% for carriers. A suspicious FH is associated with a further increase of the cumulative incidence reaching 26% for non-carriers and 98% for carriers. In non-carriers without FH, but high PRS, the CRC risk is doubled, whereas a low PRS even in the context of a FH results in a decreased risk. The full model including PRS, carrier status, and FH improved the area under the curve in risk prediction (0.704). CONCLUSION: The findings demonstrate that CRC risks are strongly influenced by the PRS for both a sporadic and monogenic background. FH, PV, and common variants complementary contribute to CRC risk. The implementation of PRS in routine care will likely improve personalized risk stratification, which will in turn guide tailored preventive surveillance strategies in high, intermediate, and low risk groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01469-z. |
format | Online Article Text |
id | pubmed-9987090 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99870902023-03-07 Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence Hassanin, Emadeldin Spier, Isabel Bobbili, Dheeraj R. Aldisi, Rana Klinkhammer, Hannah David, Friederike Dueñas, Nuria Hüneburg, Robert Perne, Claudia Brunet, Joan Capella, Gabriel Nöthen, Markus M. Forstner, Andreas J. Mayr, Andreas Krawitz, Peter May, Patrick Aretz, Stefan Maj, Carlo BMC Med Genomics Research Article BACKGROUND AND AIMS: Summarised in polygenic risk scores (PRS), the effect of common, low penetrant genetic variants associated with colorectal cancer (CRC), can be used for risk stratification. METHODS: To assess the combined impact of the PRS and other main factors on CRC risk, 163,516 individuals from the UK Biobank were stratified as follows: 1. carriers status for germline pathogenic variants (PV) in CRC susceptibility genes (APC, MLH1, MSH2, MSH6, PMS2), 2. low (< 20%), intermediate (20–80%), or high PRS (> 80%), and 3. family history (FH) of CRC. Multivariable logistic regression and Cox proportional hazards models were applied to compare odds ratios and to compute the lifetime incidence, respectively. RESULTS: Depending on the PRS, the CRC lifetime incidence for non-carriers ranges between 6 and 22%, compared to 40% and 74% for carriers. A suspicious FH is associated with a further increase of the cumulative incidence reaching 26% for non-carriers and 98% for carriers. In non-carriers without FH, but high PRS, the CRC risk is doubled, whereas a low PRS even in the context of a FH results in a decreased risk. The full model including PRS, carrier status, and FH improved the area under the curve in risk prediction (0.704). CONCLUSION: The findings demonstrate that CRC risks are strongly influenced by the PRS for both a sporadic and monogenic background. FH, PV, and common variants complementary contribute to CRC risk. The implementation of PRS in routine care will likely improve personalized risk stratification, which will in turn guide tailored preventive surveillance strategies in high, intermediate, and low risk groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01469-z. BioMed Central 2023-03-05 /pmc/articles/PMC9987090/ /pubmed/36872334 http://dx.doi.org/10.1186/s12920-023-01469-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Hassanin, Emadeldin Spier, Isabel Bobbili, Dheeraj R. Aldisi, Rana Klinkhammer, Hannah David, Friederike Dueñas, Nuria Hüneburg, Robert Perne, Claudia Brunet, Joan Capella, Gabriel Nöthen, Markus M. Forstner, Andreas J. Mayr, Andreas Krawitz, Peter May, Patrick Aretz, Stefan Maj, Carlo Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence |
title | Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence |
title_full | Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence |
title_fullStr | Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence |
title_full_unstemmed | Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence |
title_short | Clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence |
title_sort | clinically relevant combined effect of polygenic background, rare pathogenic germline variants, and family history on colorectal cancer incidence |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9987090/ https://www.ncbi.nlm.nih.gov/pubmed/36872334 http://dx.doi.org/10.1186/s12920-023-01469-z |
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