Computational integration and meta-analysis of abandoned cardio-(vascular/renal/metabolic) therapeutics discontinued during clinical trials from 2011 to 2022

dc.contributor.authorZeng, Carisa
dc.contributor.authorLee, Yoon Seo
dc.contributor.authorSzatrowski, Austin
dc.contributor.authorMero, Deniel
dc.contributor.authorKhomtchouk, Bohdan B.
dc.contributor.departmentBiohealth Informatics, School of Informatics and Computing
dc.date.accessioned2023-09-01T19:04:58Z
dc.date.available2023-09-01T19:04:58Z
dc.date.issued2023-02
dc.description.abstractCardiovascular/renal/metabolic (CVRM) diseases collectively comprise the leading cause of death worldwide and disproportionally affect older demographics and historically underrepresented minority populations. Despite these critical unmet needs, pharmaceutical research and development (R&D) efforts have historically struggled with high drug failure rates, low approval rates, and other challenges. Drug repurposing is one approach to recovering R&D costs and meeting unmet demands in therapeutic markets. While there are multiple approaches to conducting drug repurposing, we recognize the importance of bringing together and consolidating discontinued drug information to help identify prospective repurposing candidates. In this study, we have harmonized and integrated information on all relevant CVRM drug assets from U.S. Securities and Exchange Commission (SEC) filings, clinical trial records, PharmGKB, Open Targets, and other platforms. A list of existing therapeutics discontinued or shelved by pharmaceutical/biotechnology companies in 2011-2022 were manually curated and interpreted for insights using information on each drug's genetic target, mechanism of action (MOA), clinical indication, and R&D information including highest phase of clinical development, year of discontinuation, previous repurposing attempts (if any), and other actionable metadata. This study also summarizes the profiles of CVRM drugs discontinued within the past decade and identifies the limitations of publicly available information on discontinued drug assets. The constructed database could serve as a tool for identifying candidates for drug repurposing and developing query methods for collecting R&D information.
dc.eprint.versionFinal published version
dc.identifier.citationZeng, C., Lee, Y. S., Szatrowski, A., Mero, D., & Khomtchouk, B. B. (2023). Computational integration and meta-analysis of abandoned cardio-(vascular/renal/metabolic) therapeutics discontinued during clinical trials from 2011 to 2022. Frontiers in Cardiovascular Medicine, 10. https://www.frontiersin.org/articles/10.3389/fcvm.2023.1033832
dc.identifier.other36815023
dc.identifier.urihttps://hdl.handle.net/1805/35326
dc.language.isoen
dc.publisherFrontiers
dc.relation.isversionof10.3389/fcvm.2023.1033832
dc.relation.journalFrontiers in Cardiovascular Medicine
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttps://creativecommons.org/licenses/by/4.0
dc.sourcePublisher
dc.subjectbioinformatics
dc.subjectcardioinformatics
dc.subjectcomputation
dc.subjectdatabases
dc.subjectdrug repurposing
dc.titleComputational integration and meta-analysis of abandoned cardio-(vascular/renal/metabolic) therapeutics discontinued during clinical trials from 2011 to 2022
dc.typeArticle
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