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The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study
BACKGROUND: With the availability of health insurance claim data, pharmacovigilance for various drugs has been suggested; however, it is necessary to establish an appropriate analysis method. To detect unintended drug effects and to generate new hypotheses, we conducted a hypothesis-free study to sy...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10334631/ https://www.ncbi.nlm.nih.gov/pubmed/37430209 http://dx.doi.org/10.1186/s12885-023-11105-9 |
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author | Woo, Hyeong-Taek Jeong, Seung-Yong Shin, Aesun |
author_facet | Woo, Hyeong-Taek Jeong, Seung-Yong Shin, Aesun |
author_sort | Woo, Hyeong-Taek |
collection | PubMed |
description | BACKGROUND: With the availability of health insurance claim data, pharmacovigilance for various drugs has been suggested; however, it is necessary to establish an appropriate analysis method. To detect unintended drug effects and to generate new hypotheses, we conducted a hypothesis-free study to systematically examine the relationship between all prescription nonanticancer drugs and the mortality of colorectal cancer patients. METHODS: We used the Korean National Health Insurance Service-National Sample Cohort database. A total of 2,618 colorectal cancer patients diagnosed between 2004 and 2015 were divided into drug discovery and drug validation sets (1:1) through random sampling. Drugs were classified using the Anatomical Therapeutic Chemical (ATC) classification system: 76 drugs classified as ATC level 2 and 332 drugs classified as ATC level 4 were included in the analysis. We used a Cox proportional hazard model adjusted for sex, age, colorectal cancer treatment, and comorbidities. The relationship between all prescription nonanticancer drugs and the mortality of colorectal cancer patients was analyzed, controlling for multiple comparisons with the false discovery rate. RESULTS: We found that one ATC level-2 drug (drugs that act on the nervous system, including parasympathomimetics, addictive disorder drugs, and antivertigo drugs) showed a protective effect related to colorectal cancer prognosis. At the ATC level 4 classification, 4 drugs were significant: two had a protective effect (anticholinesterases and opioid anesthetics), and the other two had a detrimental effect (magnesium compounds and Pregnen [4] derivatives). CONCLUSIONS: In this hypothesis-free study, we identified four drugs linked to colorectal cancer prognosis. The MWAS method can be useful in real-world data analysis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-023-11105-9. |
format | Online Article Text |
id | pubmed-10334631 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103346312023-07-12 The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study Woo, Hyeong-Taek Jeong, Seung-Yong Shin, Aesun BMC Cancer Research BACKGROUND: With the availability of health insurance claim data, pharmacovigilance for various drugs has been suggested; however, it is necessary to establish an appropriate analysis method. To detect unintended drug effects and to generate new hypotheses, we conducted a hypothesis-free study to systematically examine the relationship between all prescription nonanticancer drugs and the mortality of colorectal cancer patients. METHODS: We used the Korean National Health Insurance Service-National Sample Cohort database. A total of 2,618 colorectal cancer patients diagnosed between 2004 and 2015 were divided into drug discovery and drug validation sets (1:1) through random sampling. Drugs were classified using the Anatomical Therapeutic Chemical (ATC) classification system: 76 drugs classified as ATC level 2 and 332 drugs classified as ATC level 4 were included in the analysis. We used a Cox proportional hazard model adjusted for sex, age, colorectal cancer treatment, and comorbidities. The relationship between all prescription nonanticancer drugs and the mortality of colorectal cancer patients was analyzed, controlling for multiple comparisons with the false discovery rate. RESULTS: We found that one ATC level-2 drug (drugs that act on the nervous system, including parasympathomimetics, addictive disorder drugs, and antivertigo drugs) showed a protective effect related to colorectal cancer prognosis. At the ATC level 4 classification, 4 drugs were significant: two had a protective effect (anticholinesterases and opioid anesthetics), and the other two had a detrimental effect (magnesium compounds and Pregnen [4] derivatives). CONCLUSIONS: In this hypothesis-free study, we identified four drugs linked to colorectal cancer prognosis. The MWAS method can be useful in real-world data analysis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-023-11105-9. BioMed Central 2023-07-10 /pmc/articles/PMC10334631/ /pubmed/37430209 http://dx.doi.org/10.1186/s12885-023-11105-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Woo, Hyeong-Taek Jeong, Seung-Yong Shin, Aesun The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study |
title | The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study |
title_full | The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study |
title_fullStr | The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study |
title_full_unstemmed | The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study |
title_short | The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study |
title_sort | association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10334631/ https://www.ncbi.nlm.nih.gov/pubmed/37430209 http://dx.doi.org/10.1186/s12885-023-11105-9 |
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