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Multi-omics strategies for biomarker discovery and application in personalized oncology

Published Online: 2025-11-21

Authors

Jiang, Ziming

Zhang, Haoxuan

Gao, Yibo

Sun, Yingli https://orcid.org/0000-0002-1888-7661
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (32270633)

Shenzhen Science and Technology Program (ZDSYS20220606101604009)

Shenzhen Science and Technology Program (KCXFZ20201221173008022)

Cancer Hospital, Chinese Academy of Medical Sciences, Shenzhen Center/Shenzhen Cancer Hospital Research Project (SZ2020ZD004)

National High Level Hospital Clinical Research Funding and Cooperation Fund of CHCAMS and SZCH (E030122010)
License Information

Text and Data Mining valid from 2025-11-21

Version of Record valid from 2025-11-21
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Article History

Received: 6 August 2024

Revised: 7 September 2025

Accepted: 21 October 2025

First Online: 21 November 2025

Declarations

:

: Not applicable.

: This manuscript has been read and approved by all the authors and is not under consideration for publication elsewhere.

: The authors declare that they have no competing interests.

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