ProCanBio: A Database of Manually Curated Biomarkers for Prostate Cancer

生物标志物 前列腺癌 计算机科学 资源(消歧) 生物标志物发现 数据库 恶性肿瘤 生物信息学 癌症 计算生物学 医学 生物 内科学 蛋白质组学 计算机网络 生物化学 基因
作者
Dikscha Sapra,Harpreet Kaur,Anjali Dhall,Gajendra P. S. Raghava
出处
期刊:Journal of Computational Biology [Mary Ann Liebert, Inc.]
卷期号:28 (12): 1248-1257 被引量:1
标识
DOI:10.1089/cmb.2021.0348
摘要

Prostate cancer (PCa) is the second lethal malignancy in men worldwide. In the past, numerous research groups investigated the omics profiles of patients and scrutinized biomarkers for the diagnosis and prognosis of PCa. However, information related to the biomarkers is widely scattered across numerous resources in complex textual format, which poses hindrance to understand the tumorigenesis of this malignancy and scrutinization of robust signature. To create a comprehensive resource, we collected all the relevant literature on PCa biomarkers from the PubMed. We scrutinize the extensive information about each biomarker from a total of 412 unique research articles. Each entry of the database incorporates PubMed ID, biomarker name, biomarker type, biomolecule, source, subjects, validation status, and performance measures such as sensitivity, specificity, and hazard ratio (HR). In this study, we present ProCanBio, a manually curated database that maintains detailed data on 2053 entries of potential PCa biomarkers obtained from 412 publications in user-friendly tabular format. Among them are 766 protein-based, 507 RNA-based, 157 genomic mutations, 260 miRNA-based, and 122 metabolites-based biomarkers. To explore the information in the resource, a web-based interactive platform was developed with searching and browsing facilities. To the best of the authors' knowledge, there is no resource that can consolidate the information contained in all the published literature. Besides this, ProCanBio is freely available and is compatible with most web browsers and devices. Eventually, we anticipate this resource will be highly useful for the research community involved in the area of prostate malignancy.
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