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Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them
SIMPLE SUMMARY: Pharmacoepidemiologic research provides opportunities to evaluate how commonly used drug groups, such as cholesterol-lowering drugs, may affect the prostate cancer risk or mortality. However, such studies need to be carefully designed in order to avoid biases caused by systematic dif...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7914977/ https://www.ncbi.nlm.nih.gov/pubmed/33572236 http://dx.doi.org/10.3390/cancers13040696 |
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author | Siltari, Aino Auvinen, Anssi Murtola, Teemu J. |
author_facet | Siltari, Aino Auvinen, Anssi Murtola, Teemu J. |
author_sort | Siltari, Aino |
collection | PubMed |
description | SIMPLE SUMMARY: Pharmacoepidemiologic research provides opportunities to evaluate how commonly used drug groups, such as cholesterol-lowering drugs, may affect the prostate cancer risk or mortality. However, such studies need to be carefully designed in order to avoid biases caused by systematic differences between medication users and non-users. Similarly, data must be carefully analyzed and interpreted while acknowledging possible biases that can lead to erroneous conclusions. Here, we review common pitfalls in such studies and describe ways to avoid them in an effort to aid future research. ABSTRACT: Pharmacoepidemiologic research provides opportunities to evaluate how commonly used drug groups, such as cholesterol-lowering or antidiabetic drugs, may affect the prostate cancer risk or mortality. This type of research is valuable in estimating real-life drug effects. Nonetheless, pharmacoepidemiological studies are prone to multiple sources of bias that mainly arise from systematic differences between medication users and non-users. If these are not appreciated and properly controlled for, there is a risk of obtaining biased results and reaching erroneous conclusions. Therefore, in order to improve the quality of future research, we describe common biases in pharmacoepidemiological studies, particularly in the context of prostate cancer research. We also list common ways to mitigate these biases and to estimate causality between medication use and cancer outcomes. |
format | Online Article Text |
id | pubmed-7914977 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79149772021-03-01 Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them Siltari, Aino Auvinen, Anssi Murtola, Teemu J. Cancers (Basel) Review SIMPLE SUMMARY: Pharmacoepidemiologic research provides opportunities to evaluate how commonly used drug groups, such as cholesterol-lowering drugs, may affect the prostate cancer risk or mortality. However, such studies need to be carefully designed in order to avoid biases caused by systematic differences between medication users and non-users. Similarly, data must be carefully analyzed and interpreted while acknowledging possible biases that can lead to erroneous conclusions. Here, we review common pitfalls in such studies and describe ways to avoid them in an effort to aid future research. ABSTRACT: Pharmacoepidemiologic research provides opportunities to evaluate how commonly used drug groups, such as cholesterol-lowering or antidiabetic drugs, may affect the prostate cancer risk or mortality. This type of research is valuable in estimating real-life drug effects. Nonetheless, pharmacoepidemiological studies are prone to multiple sources of bias that mainly arise from systematic differences between medication users and non-users. If these are not appreciated and properly controlled for, there is a risk of obtaining biased results and reaching erroneous conclusions. Therefore, in order to improve the quality of future research, we describe common biases in pharmacoepidemiological studies, particularly in the context of prostate cancer research. We also list common ways to mitigate these biases and to estimate causality between medication use and cancer outcomes. MDPI 2021-02-09 /pmc/articles/PMC7914977/ /pubmed/33572236 http://dx.doi.org/10.3390/cancers13040696 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Siltari, Aino Auvinen, Anssi Murtola, Teemu J. Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them |
title | Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them |
title_full | Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them |
title_fullStr | Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them |
title_full_unstemmed | Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them |
title_short | Pharmacoepidemiological Evaluation in Prostate Cancer—Common Pitfalls and How to Avoid Them |
title_sort | pharmacoepidemiological evaluation in prostate cancer—common pitfalls and how to avoid them |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7914977/ https://www.ncbi.nlm.nih.gov/pubmed/33572236 http://dx.doi.org/10.3390/cancers13040696 |
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