Decoding cancer circulating transcriptomic signatures with language models

Siwei Deng, Lei Sha, Yongcheng Jin, Tianyao Zhou, Chengen Wang, Qianpu Liu, Hongjie Guo, Chengjie Xiong, Yangtao Xue, Xiaoguang Li, Yuanming Li, Yaping Gao, Mengyu Hong, Junjie Xu, Shanwen Chen, Pengyuan Wang

Open source

DOI
10.1038/s41467-026-74411-3
Published
2026-07-09
Container
Nature Communications
Publisher
Springer Science and Business Media LLC
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-74411-3,
  title = {Decoding cancer circulating transcriptomic signatures with language models},
  author = {Siwei Deng and Lei Sha and Yongcheng Jin and Tianyao Zhou and Chengen Wang and Qianpu Liu and Hongjie Guo and Chengjie Xiong and Yangtao Xue and Xiaoguang Li and Yuanming Li and Yaping Gao and Mengyu Hong and Junjie Xu and Shanwen Chen and Pengyuan Wang},
  year = {2026},
  journal = {Nature Communications},
  doi = {10.1038/s41467-026-74411-3},
  url = {https://doi.org/10.1038/s41467-026-74411-3}
}

RIS

TY  - JOUR
TI  - Decoding cancer circulating transcriptomic signatures with language models
AU  - Siwei Deng
AU  - Lei Sha
AU  - Yongcheng Jin
AU  - Tianyao Zhou
AU  - Chengen Wang
AU  - Qianpu Liu
AU  - Hongjie Guo
AU  - Chengjie Xiong
AU  - Yangtao Xue
AU  - Xiaoguang Li
AU  - Yuanming Li
AU  - Yaping Gao
AU  - Mengyu Hong
AU  - Junjie Xu
AU  - Shanwen Chen
AU  - Pengyuan Wang
PY  - 2026
JO  - Nature Communications
DO  - 10.1038/s41467-026-74411-3
UR  - https://doi.org/10.1038/s41467-026-74411-3
ER  - 

APA

Deng, S., Sha, L., Jin, Y., Zhou, T., Wang, C., Liu, Q., Guo, H., Xiong, C., Xue, Y., Li, X., Li, Y., Gao, Y., Hong, M., Xu, J., Chen, S., & Wang, P. (2026). Decoding cancer circulating transcriptomic signatures with language models. Nature Communications. https://doi.org/10.1038/s41467-026-74411-3

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