Selected Publication
1. J. Li*, H. Liu, Q. Guo, Y. Zhang, J. Li, T. Diao, L. Zheng, Z. Deng, Y. Yang, X. Chen, S. Qin, J. Li, Y. He, W. He, D. Liu, Y. Bo, C. Liu, H. Lu, H. Fan, X. Hu, J. Peng, L. Zhu, J.J. Xi*, D. Wang*, and Z. Zhang*. (2026) Single-cell screens identify ADAM12 as a fibroblast checkpoint impeding anti-tumor immunity. Cancer Cell, 44(2): 424-442.e14.
2. Q. Shi*, Y. Chen, Y. Li, S. Qin, Y. Yang, Y. Gao, L. Zhu, D. Wang, and Z. Zhang*. (2025) Cross-tissue multicellular coordination and its rewiring in cancer. Nature, 643(8071): 529-538.
3. Z. Liu, Z. Yang, J. Wu, W. Zhang, Y. Sun, C. Zhang, G. Bai, L. Yang, H. Fan, Y. Chen, L. Zhang, B. Jiang, X. Liu, X. Ma, … Z. Tian*, Y. She*, C. Zou*, L. Zhu*, S. Cheng*, Y. Zhang*, W. Zhong*, C. Chen*, S. Gao*, and Z. Zhang*. (2025) A single-cell atlas reveals immune heterogeneity in anti-PD-1-treated non-small cell lung cancer. Cell, 188(11): 3081-3096.e19.
4. Y. Yang, X. Chen, J. Pan, H. Ning, Y. Zhang, Y. Bo, X. Ren, J. Li, S. Qin, D. Wang*, M. Chen*, and Z. Zhang*. (2024) Pan-cancer single-cell dissection reveals phenotypically distinct B cell subtypes. Cell, 187(17): 4790-4811.e22.
5. F. Tang, J. Li, L. Qi, D. Liu, Y. Bo, S. Qin, Y. Miao, K. Yu, W. Hou, J. Li, J. Peng, Z. Tian, L. Zhu*, H. Peng*, D. Wang*, and Z. Zhang*. (2023) A pan-cancer single-cell panorama of human natural killer cells. Cell, 186:4235.
6. L. Zheng, S. Qin, W. Si, A. Wang, B. Xing, R. Gao, X. Ren, L. Wang, X. Wu, J. Zhang, N. Wu, N. Zhang, H. Zheng, H. Ouyang, K. Chen, Z. Bu*, X. Hu*, J. Ji*, and Z. Zhang*. (2021) Pan-cancer single cell landscape of tumor-infiltrating T cells. Science, 374:abe6474.
7. S. Cheng, Z. Li, R. Gao, B. Xing, Y. Gao, Y. Yang, S. Qin, L. Zhang, H. Ouyang, P. Du, L. Jiang, B. Zhang, Y. Yang, X. Wang, X. Ren, J. Bei, X. Hu, Z. Bu*, J. Ji*, and Z. Zhang*. (2021) A pan-cancer single-cell transcriptional atlas of tumor infiltrating myeloid cells. Cell, 184:792.
8. X. Ren, W. Wen, X. Fan, W. Hou, B. Su, P.i Cai, J. Li, Y. Liu, F. Tang, F. Zhang, Y. Yang, J. He, W. Ma, J. He, P. Wang, … P. Zhou, Q. Jiang, Z. Huang, J-X Bei, L. Wei, X-W Bian, X. Liu, T Cheng, X. Li, P. Zhao, F-S Wang, H. Wang, B. Su, Z. Zhang, K. Qu, X. Wang, J. Chen*, R. Jin*, and Z. Zhang*. (2021) COVID-19 immune features revealed by a large-scale single cell transcriptome atlas. Cell, 184:1895.
9. PCAWG Transcriptome Core Group, C. Calabrese, N. R. Davidson, D. Demircioğlu, N. A. Fonseca, Y. He, …, A. Brazma*, A. N. Brooks*, J. Göke*, G. Rätsch*, R. F. Schwarz*, O. Stegle*, Z. Zhang* & PCAWG Consortium. (2020) Genomic basis for RNA alterations in cancer. Nature, 578:129-136.
10. Q. Zhang, Y. He, N. Luo, S. J. Patel, Y. Han, R. Gao, M. Modak, S. Carotta, C. Haslinger, D. Kind, G. W. Peet, G. Zhong, S. Lu, W. Zhu, Y. Mao, M. Xiao, M. Bergmann, X. Hu, S. P. Kerkar, A. B. Vogt, S. Pflanz, K. Liu*, J. Peng*, X. Ren*, and Z. Zhang* (2019) Landscape and dynamics of single immune cells in hepatocellular carcinoma. Cell, 179:829.
11. L. Zhang, X. Yu, L. Zheng, Y. Zhang, Y. Li, Q. Fang, R. Gao, B. Kang, Q. Zhang, J.Y. Huang, H. Konno, X. Guo, Y. Ye, S. Gao, S. Wang, X. Hu, X. Ren, Z. Shen*, W. Ouyang*, and Z. Zhang*. (2018) Lineage tracking reveals dynamic relationships of T cells in colorectal cancer. Nature, 564:268.
12. C. Zheng, L. Zheng, J.-K. Yoo, H. Guo, Y. Zhang, X. Guo, B. Kang, R. Hu, J. Y. Huang, Q. Zhang, Z. Liu, M. Dong, X. Hu, W. Ouyang*, J. Peng*, and Z. Zhang*. (2017) Landscape of infiltrating T cells in liver cancer revealed by single-cell sequencing. Cell, 169, 134.