Radiogenomic landscape of the hallmarks of cancer

Guisheng Zhang; Yusheng Guo; Yanjie Yang; Tianxiang Li; Bingxin Gong; Jie Lou; Yi Li; Shu Peng; Chanyuan Liu; Xiuxue Yuan; Fengshou Zhang; Lian Yang

doi:10.1186/s40364-026-00920-4

Radiogenomic landscape of the hallmarks of cancer

Biomark Res. 2026 Apr 21. doi: 10.1186/s40364-026-00920-4. Online ahead of print.

Authors

Guisheng Zhang^#^{1

2

3

4}, Yusheng Guo^#^{1

2

3}, Yanjie Yang^#^{1

2

3}, Tianxiang Li^{1

2

3}, Bingxin Gong^{1

2

3}, Jie Lou^{1

2

3}, Yi Li^{1

2

3}, Shu Peng⁵, Chanyuan Liu^{1

2

3}, Xiuxue Yuan⁶, Fengshou Zhang⁷, Lian Yang^{8

9

10}

Affiliations

¹ Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China.
² Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, 430022, China.
³ Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
⁴ College of Medical Technology and Engineering, Henan University of Science and Technology, No. 263 Kaiyuan Avenue, Luoyang, 471023, China.
⁵ Department of Thoracic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
⁶ Medical College of Wuhan University of Science and Technology, Wuhan, Hubei, 430065, P. R. China. exiu2008@wust.edu.cn.
⁷ College of Medical Technology and Engineering, Henan University of Science and Technology, No. 263 Kaiyuan Avenue, Luoyang, 471023, China. fengshouzhang@haust.edu.cn.
⁸ Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China. yanglian@hust.edu.cn.
⁹ Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, 430022, China. yanglian@hust.edu.cn.
¹⁰ Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, China. yanglian@hust.edu.cn.

^# Contributed equally.

PMID: 42015304
DOI: 10.1186/s40364-026-00920-4

No abstract available

Keywords: Biological interpretability; Hallmarks of cancer; Precision oncology; Radiogenomics.

Publication types

Review