TheMarker: a comprehensive database of therapeutic biomarkers

Author:

Zhang Yintao12,Zhou Ying13,Zhou Yuan1,Yu Xinyuan1,Shen Xinyi4,Hong Yanfeng5,Zhang Yuxin1,Wang Shanshan6,Mou Minjie1ORCID,Zhang Jinsong1,Tao Lin5,Gao Jianqing1ORCID,Qiu Yunqing13,Chen Yuzong78ORCID,Zhu Feng12ORCID

Affiliation:

1. College of Pharmaceutical Sciences, The First Affiliated Hospital, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University , Hangzhou  310058 , China

2. Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare , Hangzhou  330110 , China

3. National Key Laboratory of Diagnosis and Treatment of Severe Infectious Disease, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, The First Affiliated Hospital, School of Medicine, Zhejiang University , Hangzhou, 310000 , China

4. Department of Environmental Health Sciences, Yale School of Public Health, Yale University , New Haven  06510 , USA

5. Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, School of Pharmacy, Hangzhou Normal University , Hangzhou  311121 , China

6. Qian Xuesen Collaborative Research Center of Astrochemistry and Space Life Sciences, Institute of Drug Discovery Technology, Ningbo University , Ningbo  315211 , China

7. State Key Laboratory of Chemical Oncogenomics, Key Laboratory of Chemical Biology, The Graduate School at Shenzhen, Tsinghua University , Shenzhen  518055 , China

8. Institute of Biomedical Health Technology and Engineering, Shenzhen Bay Laboratory , Shenzhen  518000 , China

Abstract

Abstract Distinct from the traditional diagnostic/prognostic biomarker (adopted as the indicator of disease state/process), the therapeutic biomarker (ThMAR) has emerged to be very crucial in the clinical development and clinical practice of all therapies. There are five types of ThMAR that have been found to play indispensable roles in various stages of drug discovery, such as: Pharmacodynamic Biomarker essential for guaranteeing the pharmacological effects of a therapy, Safety Biomarker critical for assessing the extent or likelihood of therapy-induced toxicity, Monitoring Biomarker indispensable for guiding clinical management by serially measuring patients’ status, Predictive Biomarker crucial for maximizing the clinical outcome of a therapy for specific individuals, and Surrogate Endpoint fundamental for accelerating the approval of a therapy. However, these data of ThMARs has not been comprehensively described by any of the existing databases. Herein, a database, named ‘TheMarker’, was therefore constructed to (a) systematically offer all five types of ThMAR used at different stages of drug development, (b) comprehensively describe ThMAR information for the largest number of drugs among available databases, (c) extensively cover the widest disease classes by not just focusing on anticancer therapies. These data in TheMarker are expected to have great implication and significant impact on drug discovery and clinical practice, and it is freely accessible without any login requirement at: https://idrblab.org/themarker.

Funder

National Natural Science Foundation of China

Natural Science Foundation of Zhejiang Province

National Key R&D Program of China

Leading Talent of the ‘Ten Thousand Plan’ National High-Level Talents Special Support Plan of China

The Double Top-Class Universities

Fundamental Research Funds for Central Universities

Key R&D Program of Zhejiang Province

Westlake Laboratory

Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare

Alibaba Cloud

Zhejiang University

Publisher

Oxford University Press (OUP)

Subject

Genetics

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