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Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways
Epidemiologic research suggests that physical activity is associated with a reduced risk of breast cancer, but the causal nature of this link is not clear. Investigating mechanistic pathways can provide evidence of biological plausibility and improve causal inference. This project will examine three...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8755571/ https://www.ncbi.nlm.nih.gov/pubmed/34670802 http://dx.doi.org/10.1158/1055-9965.EPI-21-0435 |
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author | Lynch, Brigid M. Milne, Roger L. English, Dallas R. Brown, Kristy A. Drummond, Ann E. Swain, Christopher T.V. van Roekel, Eline H. Moore, Melissa M. Gaunt, Tom R. Martin, Richard M. Lewis, Sarah J. |
author_facet | Lynch, Brigid M. Milne, Roger L. English, Dallas R. Brown, Kristy A. Drummond, Ann E. Swain, Christopher T.V. van Roekel, Eline H. Moore, Melissa M. Gaunt, Tom R. Martin, Richard M. Lewis, Sarah J. |
author_sort | Lynch, Brigid M. |
collection | PubMed |
description | Epidemiologic research suggests that physical activity is associated with a reduced risk of breast cancer, but the causal nature of this link is not clear. Investigating mechanistic pathways can provide evidence of biological plausibility and improve causal inference. This project will examine three putative pathways (sex steroid hormones, insulin signaling, and inflammation) in a series of two-stage systematic reviews. Stage 1 used Text Mining for Mechanism Prioritisation (TeMMPo) to identify and prioritize relevant biological intermediates. Stage 2 will systematically review the findings from studies of (i) physical activity and intermediates and (ii) intermediates and breast cancer. Ovid MEDLINE, EMBASE, and SPORTDiscus will be searched using a combination of subject headings and free-text terms. Human intervention and prospective, observational studies will be eligible for inclusion. Meta-analysis will be performed where possible. Risk of bias will be assessed using the Cochrane Collaboration tool, or the ROBINS-I or ROBINS-E tool, depending on study type. Strength of evidence will be assessed using the GRADE system. In addition to synthesizing the mechanistic evidence that links physical activity with breast cancer risk, this project may also identify priority areas for future research and help inform the design and implementation of physical activity interventions. See related reviews by Swain et al., p. 16 and Drummond et al., p. 28 |
format | Online Article Text |
id | pubmed-8755571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-87555712022-01-13 Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways Lynch, Brigid M. Milne, Roger L. English, Dallas R. Brown, Kristy A. Drummond, Ann E. Swain, Christopher T.V. van Roekel, Eline H. Moore, Melissa M. Gaunt, Tom R. Martin, Richard M. Lewis, Sarah J. Cancer Epidemiol Biomarkers Prev Reviews Epidemiologic research suggests that physical activity is associated with a reduced risk of breast cancer, but the causal nature of this link is not clear. Investigating mechanistic pathways can provide evidence of biological plausibility and improve causal inference. This project will examine three putative pathways (sex steroid hormones, insulin signaling, and inflammation) in a series of two-stage systematic reviews. Stage 1 used Text Mining for Mechanism Prioritisation (TeMMPo) to identify and prioritize relevant biological intermediates. Stage 2 will systematically review the findings from studies of (i) physical activity and intermediates and (ii) intermediates and breast cancer. Ovid MEDLINE, EMBASE, and SPORTDiscus will be searched using a combination of subject headings and free-text terms. Human intervention and prospective, observational studies will be eligible for inclusion. Meta-analysis will be performed where possible. Risk of bias will be assessed using the Cochrane Collaboration tool, or the ROBINS-I or ROBINS-E tool, depending on study type. Strength of evidence will be assessed using the GRADE system. In addition to synthesizing the mechanistic evidence that links physical activity with breast cancer risk, this project may also identify priority areas for future research and help inform the design and implementation of physical activity interventions. See related reviews by Swain et al., p. 16 and Drummond et al., p. 28 American Association for Cancer Research 2022-01-01 2021-10-20 /pmc/articles/PMC8755571/ /pubmed/34670802 http://dx.doi.org/10.1158/1055-9965.EPI-21-0435 Text en ©2021 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Reviews Lynch, Brigid M. Milne, Roger L. English, Dallas R. Brown, Kristy A. Drummond, Ann E. Swain, Christopher T.V. van Roekel, Eline H. Moore, Melissa M. Gaunt, Tom R. Martin, Richard M. Lewis, Sarah J. Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways |
title | Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways |
title_full | Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways |
title_fullStr | Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways |
title_full_unstemmed | Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways |
title_short | Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three Potential Mechanistic Pathways |
title_sort | linking physical activity to breast cancer: text mining results and a protocol for systematically reviewing three potential mechanistic pathways |
topic | Reviews |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8755571/ https://www.ncbi.nlm.nih.gov/pubmed/34670802 http://dx.doi.org/10.1158/1055-9965.EPI-21-0435 |
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