The DOI matches its Crossref record; 77 of the 77 references it cites were found in a registry or an index.
Single-cell analyses reveal key immune cell subsets associated with response to PD-L1 blockade in triple-negative breast cancer
Open accessAbstract
In triple-negative breast cancer (TNBC), the benefit of combining chemotherapy with checkpoint inhibitors is still not very clear. We utilize single-cell RNA- and ATAC-sequencing to examine the immune cell dynamics in 22 patients with advanced TNBC treated with paclitaxel or its combination with the anti-PD-L1 atezolizumab. We demonstrate that high levels of baseline CXCL13 + T cells are linked to the proinflammatory features of macrophages and can predict effective responses to the combination therapy. In responsive patients, lymphoid tissue inducer (LTi) cells, follicular B (Bfoc) cells, CXCL13 + T cells, and conventional type 1 dendritic cells (cDC1) concertedly increase following the combination therapy, but instead decrease after paclitaxel monotherapy. Our data highlight the importance of CXCL13 + T cells in effective responses to anti-PD-L1 therapies and suggest that their reduction by paclitaxel regimen may compromise the clinical outcomes of accompanying atezolizumab for TNBC treatment.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“These cell subsets show different responses to anti-PD(L)-1 therapies,”
From Contrasting cytotoxic and regulatory T cell responses underlying distinct clinical outcomes to anti-PD-1 plus lenvatinib therapy in cancer (2025) · cites this paper as [19]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Applying ICB and combination therapies as neoadjuvant treatments provides an opportunity to observe immune cell dynamics in tumor microenvironment (TME) with temporal samples.”
From Contrasting cytotoxic and regulatory T cell responses underlying distinct clinical outcomes to anti-PD-1 plus lenvatinib therapy in cancer (2025) · cites this paper as [19]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The Sequence Alignment/Map format and SAMtools
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., & 1000 Genome Project Data Processing Subgroup (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp352 · Cited by 62,041
Fast and accurate short read alignment with Burrows-Wheeler transform
Li, H., & Durbin, R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp324 · Cited by 58,607
limma powers differential expression analyses for RNA-sequencing and microarray studies
Ritchie, M. E., Phipson, B., Wu, D., Hu, Y., Law, C. W., Shi, W., & Smyth, G. K. (2015) · Nucleic Acids Research · doi:10.1093/nar/gkv007 · Cited by 40,458
New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1)
Eisenhauer, E. A., Therasse, P., Bogaerts, J., Schwartz, L. H., Sargent, D., Ford, R., Dancey, J., Arbuck, S., Gwyther, S., Mooney, M., et al. (2009) · European Journal of Cancer · doi:10.1016/j.ejca.2008.10.026 · Cited by 29,534
Comprehensive Integration of Single-Cell Data
Stuart, T., Butler, A., Hoffman, P., Hafemeister, C., Papalexi, E., Mauck, W. M., Hao, Y., Stoeckius, M., Smibert, P., & Satija, R. (2019) · Cell · doi:10.1016/j.cell.2019.05.031 · Cited by 15,453
ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data
Wang, K., Li, M., & Hakonarson, H. H. (2010) · Nucleic Acids Research · doi:10.1093/nar/gkq603 · Cited by 14,724
The blockade of immune checkpoints in cancer immunotherapy
Pardoll, D. M. (2012) · Nature Reviews Cancer · doi:10.1038/nrc3239 · Cited by 13,838
Comprehensive molecular portraits of human breast tumours
The Cancer Genome Atlas Network (2012) · Nature · doi:10.1038/nature11412 · Cited by 12,129
A framework for variation discovery and genotyping using next-generation DNA sequencing data
DePristo, M. A., Banks, E., Poplin, R. E., Garimella, K. V., Maguire, J., Hartl, C., Philippakis, A., del Angel, G., Rivas, M. A., Hanna, M., et al. (2011) · Nature Genetics · doi:10.1038/ng.806 · Cited by 11,457
SCANPY: large-scale single-cell gene expression data analysis
Wolf, F. A., Angerer, P., & Theis, F. J. (2018) · Genome Biology · doi:10.1186/s13059-017-1382-0 · Cited by 8,881
Flagged first, then by citations
Cited by
Sorted by citations
Items 201–300 of 792
The Multi-Dimensional Biomarker Landscape in Cancer Immunotherapy
Lee, J. Y., Kannan, B., Lim, B. Y., Li, Z., Lim, A. H., Loh, J. W., Ko, T. K., Ng, C. C. Y., & Chan, J. Y. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23147839 · Cited by 29
Natoli, M., Hatje, K., Gulati, P., Junker, F., Herzig, P., Jiang, Z., Davydov, I. I., Germann, M., Trüb, M., Marbach, D., et al. (2022) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2022-005548 · Cited by 29
van der Pan, K., Khatri, I., de Jager, A. L., Louis, A., Kassem, S., Naber, B. A. E., de Laat, I. F., Hameetman, M., Comans, S. E. T., Órfão, A., et al. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1191992 · Cited by 27
Ya, Z., Guo, S., Li, Y., Zhu, M., Zhang, L., Zong, Y., & Wan, M. (2023) · Biomaterials · doi:10.1016/j.biomaterials.2023.122278 · Cited by 27
Sun, B., Xun, Z., Zhang, N., Liu, K., Chen, X., & Zhao, H. (2023) · Cancer Cell International · doi:10.1186/s12935-023-03158-4 · Cited by 31
The multifaceted roles of CD4+ T cells and MHC class II in cancer surveillance
Bawden, E., & Gebhardt, T. (2023) · Current Opinion in Immunology · doi:10.1016/j.coi.2023.102345 · Cited by 27
Sathe, A., Ayala, C. I., Bai, X., Grimes, S. M., Lee, B., Kin, C., Shelton, A. A., Poultsides, G. A., & Ji, H. P. (2023) · Genome Medicine · doi:10.1186/s13073-023-01259-3 · Cited by 28
Single-cell analyses reveal evolution mimicry during the specification of breast cancer subtype
Gao, Z., Fang, H., Sun, S., Liu, S.-Q., Zhou, F., Liu, Z., Li, B., Wang, P., Sun, S., Meng, X., et al. (2024) · Theranostics · doi:10.7150/thno.96163 · Cited by 31
Self-citationStem-like CD8+ T cells in cancer
Steiner, C., Denlinger, N., Huang, X., & Yang, Y. (2024) · Frontiers in Immunology · doi:10.3389/fimmu.2024.1426418 · Cited by 28
Huo, Y., Wang, D., Yang, S., Xu, Y., Qin, G., Zhao, C., Lei, Q., Zhao, Q., Liu, Y., Guo, K., et al. (2024) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2024-009627 · Cited by 26
Self-citationSPP1+ macrophages in tumor immunosuppression: mechanisms and therapeutic implications
Wang, J., Wang, Y., Liu, Y., & Yang, R. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1711015 · Cited by 33
Self-citationZhang, B., Li, H., Li, H., Xiong, D., Zhang, L., & Sun, Z. (2023) · Cancer Letters · doi:10.1016/j.canlet.2023.216105 · Cited by 27
Cui, P., Li, J., Tao, H., Li, X., Wu, L., Ma, J., Wang, H., Liu, T., Zhang, M., & Hu, Y. (2023) · Oncogene · doi:10.1038/s41388-023-02805-4 · Cited by 26
Immune Checkpoints in B Cells: Unlocking New Potentials in Cancer Treatment
Shi, X., Cheng, X., Jiang, A., Shi, W., Zhu, L., Mou, W., Glaviano, A., Liu, Z., Cheng, Q., Lin, A., et al. (2024) · Advanced Science · doi:10.1002/advs.202403423 · Cited by 25
Self-citationFu, T., Jin, X., He, M., Chen, Y.-Y., Yang, Y., Chen, L., Zhang, H.-Y.-L., Fan, L., Wu, J., Wang, Z.-H., et al. (2025) · Science Translational Medicine · doi:10.1126/scitranslmed.adj7808 · Cited by 26
Single-cell dissection of tumor microenvironmental response and resistance to cancer therapy
Luo, Y., & Liang, H. (2023) · Trends in Genetics · doi:10.1016/j.tig.2023.07.005 · Cited by 25
The multiple faces of cGAS-STING in antitumor immunity: prospects and challenges
Zhou, Z., Huang, S., Fan, F., Xu, Y., Moore, C., Li, S., & Han, C. (2024) · Medical Review · doi:10.1515/mr-2023-0061 · Cited by 25
TREM2+ macrophages: a key role in disease development
Wang, X., Wang, Y., Yang, L. X., Zhang, Y., & Yang, L. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1550893 · Cited by 29
Self-citationHuang, Y., & Fang, W. (2025) · npj Precision Oncology · doi:10.1038/s41698-025-01152-9 · Cited by 30
Shi, M., Li, Z., Shen, G., Wang, T., Li, J., Wang, M., Liu, Z., Zhao, F., Ren, D., & Zhao, J. (2023) · Cancer Pathogenesis and Therapy · doi:10.1016/j.cpt.2023.06.002 · Cited by 24
Self-citationDeciphering tumor-infiltrating dendritic cells in the single-cell era
Huang, Q., Wang, F., Di, H., Li, X., Li, X., Lei, T., Yue, J., & Liu, C. (2023) · Experimental Hematology and Oncology · doi:10.1186/s40164-023-00459-2 · Cited by 27
Wang, Y., Cho, J.-W., Kastrunes, G. M., Buck, A., Razimbaud, C., Culhane, A. C., Sun, J., Braun, D. A., Choueiri, T. K., Wu, C. J., et al. (2024) · iScience · doi:10.1016/j.isci.2024.108879 · Cited by 25
Self-citationIntratumoral erythroblastic islands restrain anti-tumor immunity in hepatoblastoma
Wang, Y., Xiang, X., Chen, H., Zhou, L., Chen, S., Zhang, G., Liu, X., Ren, X., Liu, J., Kuang, M., et al. (2023) · Cell Reports Medicine · doi:10.1016/j.xcrm.2023.101044 · Cited by 26
Self-citationSun, B., Wang, Z.-T., Chen, K.-Z., Song, Y., Wu, J.-F., Zhang, D., Sun, G.-Q., Zhou, J., Fan, J., Hu, B., et al. (2024) · Cell Death Discovery · doi:10.1038/s41420-024-02079-z · Cited by 23
Gu, X., Li, D., Wu, P., Zhang, C., Cui, X., Shang, D., Ma, R., Liu, J., Sun, N., & He, J. (2024) · Cancer Letters · doi:10.1016/j.canlet.2024.217278 · Cited by 25
Abdulrahman, Z., Slieker, R. C., McGuire, D., Welters, M. J. P., van Poelgeest, M. I. E., & van der Burg, S. H. (2025) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2024-011308 · Cited by 24
Zhang, Q., Wang, M., Li, Y., Zhang, H., Wang, Y., Chen, X., Yao, L., Cui, M., Dong, H., Li, X., et al. (2025) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-025-02254-3 · Cited by 27
Self-citationGao, T., Sang, X., Huang, X., Gu, P., Liu, J., Liu, Y., & Zhang, N. (2022) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2022.11.018 · Cited by 24
Egelston, C. A., Guo, W., Yost, S. E., Ge, X., Lee, J. S., Frankel, P. H., Cui, Y., Ruel, C., Schmolze, D. D., Murga, M., et al. (2023) · Cancer Immunology Immunotherapy · doi:10.1007/s00262-023-03470-y · Cited by 24
Tooley, K., Jerby‐Arnon, L., Escobar, G., Krovi, S. H., Mangani, D., Dandekar, G., Cheng, H., Madi, A., Goldschmidt, E., Lambden, C., et al. (2024) · Cell Reports Medicine · doi:10.1016/j.xcrm.2024.101640 · Cited by 29
Nie, J., Zhang, S., Guo, Y., Liu, C., Shi, J., Wu, H., Na, R., Liang, Y., Yu, S., Quan, F., et al. (2024) · Cancer Research · doi:10.1158/0008-5472.can-24-1173 · Cited by 22
Self-citationLiu, K., Li, Y., Shen, M., Xu, W., Wu, S., Yang, X., Zhang, B., & Lin, N. (2025) · Biomolecules · doi:10.3390/biom15010071 · Cited by 23
An, Q., Duan, L., Wang, Y., Wang, F., Liu, X., Liu, C., & Hu, Q. (2025) · Journal of Translational Medicine · doi:10.1186/s12967-025-06167-1 · Cited by 28
Self-citationICI-induced cardiovascular toxicity: mechanisms and immune reprogramming therapeutic strategies
Zheng, J., Yi, Y., Tian, T., Luo, S., Liang, X., & Bai, Y. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1550400 · Cited by 24
Applying causal discovery to single-cell analyses using CausalCell
Wen, Y., Huang, J., Zhang, H., Guo, S., Elyahu, Y., Monsonego, A., Ding, Y., & Zhu, H. (2023) · eLife · doi:10.7554/elife.81464 · Cited by 24
Yu, J., Zhikun, G., & Wang, L. (2023) · Life · doi:10.3390/life13051189 · Cited by 22
Hu, C., Sameshima, J., Yokomizo, S., Sueyoshi, T., Nagano, H., Miyahara, Y., Sakamoto, T., Fujii, S., Kiyoshima, T., Guy, T. V., et al. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1305783 · Cited by 23
Ravi, K., Zhang, Y., Sakala, L., Manoharan, T. J. M., Pockaj, B. A., LaBaer, J., Park, J. G., & Nikkhah, M. (2025) · Advanced Science · doi:10.1002/advs.202413457 · Cited by 22
Self-citationSingle-cell meta-analysis of T cells reveals clonal dynamics of response to checkpoint immunotherapy
Shorer, O., Pinhasi, A., & Yizhak, K. (2025) · Cell Genomics · doi:10.1016/j.xgen.2025.100842 · Cited by 21
Mattavelli, G., Helal, M., Cetkovic, A., Krämer, M. J., Herbert, S.-L., Mielert, K., Schlaiß, T. N., Frank, A., Riemer, E., John, M., et al. (2025) · Immunity · doi:10.1016/j.immuni.2025.08.015 · Cited by 23
Heterogeneity of tumor-infiltrating myeloid cells in era of single-cell genomics
Chu, X., Zhang, Y., & Cheng, S. (2022) · Chinese Journal of Cancer Research · doi:10.21147/j.issn.1000-9604.2022.06.01 · Cited by 21
Self-citationZheng, X., Ma, H., Dong, Y., Fang, M., Wang, J., Xiong, X., Liang, J., Han, M., You, A., Yin, Q., et al. (2023) · Functional & Integrative Genomics · doi:10.1007/s10142-023-01124-x · Cited by 22
Current understanding on TREM-2 molecular biology and physiopathological functions
Bharadwaj, S., Groza, Y., Mierzwicka, J. M., & Malý, P. (2024) · International Immunopharmacology · doi:10.1016/j.intimp.2024.112042 · Cited by 23
Ouyang, W., Peng, Q., Lai, Z., Huang, H., Huang, Z., Xie, X., Lin, R., Wang, Z., Yao, H., & Yu, Y. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e27151 · Cited by 20
Jiang, Y., Qian, Z., Wang, C., Wu, D., Liu, L., Ning, X., You, Y., Mei, J., Zhao, X., & Zhang, Y. (2025) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2024-010924 · Cited by 20
Self-citationHuang, L., Lu, W., Wu, R., Li, Y., Ou, Z., Chen, J., Liu, Y., Wang, Y., Xue, W., Mu, P., et al. (2025) · Cell Reports Medicine · doi:10.1016/j.xcrm.2025.102251 · Cited by 20
Self-citationHuo, X., Shen, G., Liu, Z., Liang, Y., Li, J., Zhao, F., Ren, D., & Zhao, J. (2021) · Critical Reviews in Oncology/Hematology · doi:10.1016/j.critrevonc.2021.103530 · Cited by 20
Self-citation3D Collagen Fiber Concentration Regulates Treg Cell Infiltration in Triple Negative Breast Cancer
Gao, H., Tian, Q., Zhou, Y., Zhu, L., Lu, Y., Ma, Y., Feng, J., Jiang, Y., & Wang, B. (2022) · Frontiers in Immunology · doi:10.3389/fimmu.2022.904418 · Cited by 20
Nicolini, A., Ferrari, P., & Carpi, A. (2022) · Biomedicines · doi:10.3390/biomedicines10102511 · Cited by 20
Yu, Y., Wu, Y., Zhang, Y., Lu, M., & Su, X. (2023) · FEBS Open Bio · doi:10.1002/2211-5463.13630 · Cited by 20
Self-citationHui, Z., Ren, Y., Zhang, D., Chen, Y., Yu, W., Cao, J., Liu, L., Wang, T., Xiao, S., Zheng, L., et al. (2023) · npj Precision Oncology · doi:10.1038/s41698-023-00384-x · Cited by 21
Xiong, X., Wang, X., Liu, C., Shao, Z.-M., & Yu, K. (2024) · Biomarker Research · doi:10.1186/s40364-024-00654-1 · Cited by 21
Mi, H., Varadhan, R., Cimino‐Mathews, A., Emens, L. A., Santa-Maria, C. A., & Popel, A. S. (2024) · Modern Pathology · doi:10.1016/j.modpat.2024.100652 · Cited by 19
Analysis of single-cell and spatial transcriptomics in TNBC cell-cell interactions
Xin, Y., Ma, Q., Deng, Q., Wang, T., Wang, D., & Wang, G. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1521388 · Cited by 21
Jiang, R., Yang, L., Liu, X., Xu, Y., Han, L., Chen, Y., Gao, G., Wang, M., Su, T., Li, H., et al. (2025) · Molecular Therapy · doi:10.1016/j.ymthe.2025.03.024 · Cited by 22
Wu, Y., Jennings, N. B., Sun, Y., Dasari, S. K., Bayraktar, E., Corvigno, S., Stur, E., Glassman, D., Mangala, L. S., Ahumada, A. L., et al. (2022) · Journal of Cancer Research and Clinical Oncology · doi:10.1007/s00432-021-03885-z · Cited by 19
Orbach, S. M., Brooks, M. D., Zhang, Y., Campit, S., Bushnell, G. G., Decker, J. T., Rebernick, R. J., Chandrasekaran, S., Wicha, M. S., Jeruss, J. S., et al. (2022) · Clinical & Experimental Metastasis · doi:10.1007/s10585-022-10185-4 · Cited by 19
Self-citationLiu, X., Bai, M., Li, H., Ye, P., Duan, X., Wu, C., Huang, Z., Lu, S., Zhang, J., Zhao, Z., et al. (2022) · Frontiers in Immunology · doi:10.3389/fimmu.2022.965342 · Cited by 19
Self-citationTissue- and liquid biopsy-based biomarkers for immunotherapy in breast cancer
Licata, L., Mariani, M., Rossari, F., Viale, G., Notini, G., Naldini, M. M., Bosi, C., Piras, M., Dugo, M., & Bianchini, G. (2023) · The Breast · doi:10.1016/j.breast.2023.03.014 · Cited by 19
Jia, F., Sun, S., Li, J., Wang, W., Huang, H., Hu, X., Pan, S., Chen, W., Shen, L., Yao, Y., et al. (2024) · Cancer Letters · doi:10.1016/j.canlet.2024.216656 · Cited by 19
Self-citationFrom infection to immune exhaustion: The Epstein-Barr virus and its contribution to Immunosenescence
Hu, L., Zhu, T., Long, J., Luo, Q., & Lyu, X. (2025) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2025.189421 · Cited by 20
Cytotoxic CD4+ T cells: origin, biological functions, diseases and therapeutic targets
Lai, L., Ran, S., Li, Y., Cui, J., Zhang, X., Yu, J., Zou, Y., Cheng, Z., Xia, J., & Wu, J. (2026) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-025-02533-z · Cited by 24
Deciphering the tumour immune microenvironment cell by cell
Nabhan, M., Egan, D., Kreileder, M., Zhernovkov, V., Timosenko, E., Slidel, T. W. F., Dovedi, S. J., Glennon, K., Brennan, D. J., & Kölch, W. (2023) · Immuno-Oncology Technology · doi:10.1016/j.iotech.2023.100383 · Cited by 17
Single-cell omics: a new perspective for early detection of pancreatic cancer?
Wang, Q., Šabanović, B., Awada, A., Reina, C., Aicher, A., Tang, J., & Heeschen, C. (2023) · European Journal of Cancer · doi:10.1016/j.ejca.2023.112940 · Cited by 19
Rediti, M., Fernández-Martínez, A., Venet, D., Rothé, F., Hoadley, K. A., Parker, J. S., Singh, B., Campbell, J. D., Ballman, K. V., Hillman, D. W., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-42635-2 · Cited by 18
Yang, J., Liu, Q., & Shyr, Y. (2023) · Cancer Research · doi:10.1158/0008-5472.can-23-2006 · Cited by 18
Zhang, L., Ren, S., Lan, T., Marco, V. D., Liu, N., Wei, B., Chen, Y., Wu, J., Li, Q., Wu, F., et al. (2025) · OncoImmunology · doi:10.1080/2162402x.2025.2528109 · Cited by 19
Dysregulation of NK and CD8+T Cells by the Microbiota Promotes the Progression of Lung Cancer
Hu, S., Zha, Y., Yang, W., Cui, K., & Cheng, M. (2022) · Journal of Immunology Research · doi:10.1155/2022/7057089 · Cited by 17
Chen, Y., Jin, C., Cui, J., Diao, Y., Wang, R., Xu, R., Yao, Z., Wu, W., & Li, X. (2023) · Journal of Cancer Research and Clinical Oncology · doi:10.1007/s00432-023-05109-y · Cited by 17
Scarpa, J. R., Montagna, G., Plitas, G., Gulati, A., Fischer, G. W., & Mincer, J. S. (2023) · Frontiers in Oncology · doi:10.3389/fonc.2023.1267532 · Cited by 17
Huang, L., Li, H., Zhang, C., Chen, Q., Liu, Z., Zhang, J., Luo, P., & Wei, T. (2024) · Clinical and Translational Medicine · doi:10.1002/ctm2.1620 · Cited by 18
Self-citationBullock, K. K., & Richmond, A. J. (2024) · Cancers · doi:10.3390/cancers16122189 · Cited by 18
Gangadaran, P., Onkar, A., Rajendran, R. L., Goenka, A., Oh, J. M., Khan, F., Nagarajan, A. K., Muthu, S., Krishnan, A., Hong, C. M., et al. (2025) · Biomarker Research · doi:10.1186/s40364-025-00735-9 · Cited by 21
Preite, N. W., Borges, B. M., Kaminski, V. D. L., Ayupe, M. C., Gonçalves, L. M., dos Santos, B. V., Fonseca, D. L. M., Filgueiras, I. S., Salgado, C. L., Muxel, S. M., et al. (2024) · Frontiers in Immunology · doi:10.3389/fimmu.2024.1347318 · Cited by 16
Deng, B., Kong, Y., Ma, Y., Zhan, Y., Sun, Y., Wang, R., Huang, P., & Liu, L. (2025) · Journal of Nanobiotechnology · doi:10.1186/s12951-025-03568-8 · Cited by 16
Tang, A., Hoefer, R. A., Guye, M. L., & Bear, H. D. (2022) · Cancer Drug Resistance · doi:10.20517/cdr.2022.31 · Cited by 17
Tamura, Y., Yamane, K., Kawano, Y., Bullinger, L., Wirtz, T., Weber, T., Sander, S., Ohki, S., Kitajima, Y., Okada, S., et al. (2022) · Cancers · doi:10.3390/cancers14174118 · Cited by 17
Wall, I., Boulat, V., Shah, A., Blenman, K., Wu, Y., Alberts, E., Calado, D. P., Salgado, R., & Grigoriadis, A. E. (2022) · Cancers · doi:10.3390/cancers14184505 · Cited by 16
Qiao, W., Hu, C., Ma, J., Dong, X., Dalangood, S., Li, H., Yuan, C., Lu, B., Gao, W., Wen, Z., et al. (2023) · Cancer Letters · doi:10.1016/j.canlet.2023.216370 · Cited by 17
Zhang, H., Wen, H., Zhu, Q., Zhang, Y., Xu, F., Ma, T., Guo, Y., Lu, C., Zhao, X., Ji, Y., et al. (2024) · EBioMedicine · doi:10.1016/j.ebiom.2024.104971 · Cited by 16
Self-citationNetwork-based screening identifies sitagliptin as an antitumor drug targeting dendritic cells
Ng, I.-I., Zhang, J., Tian, T., Qi, P., Huang, Z., Xiao, K., Yao, X., Ng, L., Zeng, J., & Tang, H. (2024) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2023-008254 · Cited by 17
Li, Y., Liang, Y., Zhang, S., Wang, X., Zhu, Y.-N., Liu, J., Ren, H., Jiang, W., Wang, J., Zhang, Z., et al. (2024) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2024.108537 · Cited by 18
Self-citationZhang, D., Jiang, D., Jiang, L., Ma, J., Wang, X., Xu, X., Chen, Z., Jiang, M., Ye, W., Wang, J., et al. (2024) · British Journal of Cancer · doi:10.1038/s41416-024-02712-9 · Cited by 16
Self-citationDifferential assembly of mouse and human tumor microenvironments
Courau, T., Jaszczak, R. G., Samad, B., Flynn, E., Chew, N. W., Reeder, G. C., Tsui, J. L., Teklu, S., Pass, L. F., Edwards, A. W., et al. (2026) · Nature Immunology · doi:10.1038/s41590-026-02505-7 · Cited by 18
Scholten, D., El-Shennawy, L., Jia, Y., Zhang, Y., Hyun, E., Reduzzi, C., Hoffmann, A. D., Almubarak, H. F., Tong, F., Dashzeveg, N. K., et al. (2025) · Journal of Clinical Investigation · doi:10.1172/jci193521 · Cited by 21
Self-citationZhang, J., Zhao, D., Zhang, L., Xiao, Y., Wu, Q., Wang, Y., Chen, J., & Zhan, Q. (2023) · Science China Life Sciences · doi:10.1007/s11427-022-2216-x · Cited by 15
Self-citationGuo, C., Tang, Y., Li, Q., Yang, Z., Guo, Y., Chen, C., & Zhang, Y. (2023) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2023.106872 · Cited by 16
Self-citationWu, S., Huang, H., Sun, R., Gao, D. S., Ye, F., Huang, J., Li, E., Ni, A., Lu, K. G., Chen, K., et al. (2023) · Cancer Research Communications · doi:10.1158/2767-9764.crc-23-0012 · Cited by 17
Zhang, H., Lu, X., Lu, B., Gullo, G., & Chen, L. (2024) · Future Oncology · doi:10.2217/fon-2023-0658 · Cited by 16
Gao, Q., Wu, H., Chen, M., Gu, X., Wu, Q., Xie, T., & Sui, X. (2024) · Frontiers in Pharmacology · doi:10.3389/fphar.2024.1392196 · Cited by 15
Interleukin-17 directly stimulates tumor infiltrating Tregs to prevent cancer development
Theune, W. C., Ju, C. A., Theune, E. V., Ye, X., Ménoret, A., Vella, A. T., & Wang, K. (2024) · Frontiers in Immunology · doi:10.3389/fimmu.2024.1408710 · Cited by 18
Mietz, J., Kaulfuß, M., Egli, L., Opitz, L., Münz, C., & Chijioke, O. (2024) · EBioMedicine · doi:10.1016/j.ebiom.2024.105240 · Cited by 16
Advances in Vaccines for Melanoma
Cui, C., Ott, P. A., & Wu, C. J. (2024) · Hematology/Oncology Clinics of North America · doi:10.1016/j.hoc.2024.05.009 · Cited by 16
Single-Cell RNA-Sequencing: Opening New Horizons for Breast Cancer Research
Xiang, L., Rao, J., Yuan, J., Xie, T., & Yan, H. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25179482 · Cited by 16
Cai, W.-Y., Cai, X.-X., Fei, Y.-R., Ye, R., Song, D.-M., Hu, D., Zhang, W.-W., Xia, M.-F., & Yang, X. (2025) · Frontiers in Oncology · doi:10.3389/fonc.2025.1534055 · Cited by 15
Sakai, S. A., Oyoshi, H., Nakamura, M., Taki, T., Nomura, K., Hojo, H., Hirata, H., Motegi, A., Nakamura, Y., Zenkoh, J., et al. (2025) · British Journal of Cancer · doi:10.1038/s41416-025-03088-0 · Cited by 15
Perturbing local steroidogenesis to improve breast cancer immunity
Zhao, Q., Pramanik, J., Lu, Y., Homer, N. Z. M., Imianowski, C. J., Zhang, B., Iqbal, M., Shaji, S. K., Morris, A. C., Roychoudhuri, R., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-59356-3 · Cited by 15
Yu, H., Wang, Y., He, M., Chen, Y., Bi, J., Lin, X., & Cui, X. (2026) · Molecular Cancer · doi:10.1186/s12943-026-02617-6 · Cited by 14
Self-citationZhou, Y., Nan, P., Li, C., Mo, H., Zhang, Y., Wang, H., Xu, D., Ma, F., & Qian, H. (2022) · Frontiers in Oncology · doi:10.3389/fonc.2022.825783 · Cited by 14
Self-citationPsoriasis de novo or exacerbation by PD-1 checkpoint inhibitors
Wan, Z., Huang, J., Ou, X., Lou, S., Wan, J., & Shen, Z. (2024) · Anais Brasileiros de Dermatologia · doi:10.1016/j.abd.2023.09.003 · Cited by 14
Metadata
- Authors
- Zhang, Y., Chen, H., Mo, H., Hu, X., Gao, R., Zhao, Y., Liu, B., Niu, L., Sun, X., Yu, X., Wang, Y., Chang, Q., Gong, T., Guan, X., Hu, T., Qian, T., Xu, B., Ma, F., Zhang, Z., & Liu, Z.
- Affiliations
- Peking University (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Cancer Hospital of Huanxing Chaoyang District Beijing (CN)
- Corresponding author
- Xu, Binghe
- Ma, Fei
- Zhang, Zemin
- Liu, Zhihua
- ORCID
- Venue
- Cancer Cell
- Publisher
- Elsevier BV
- Published
- 2021-12
- Volume
- 39
- Issue
- 12
- Pages
- 1578-1593.e8
- ISSN
- 1535-6108 (ISSN-L)
- OpenAlex
- W3205385275
- Cited by
- 783
- References
- 77
- Citations by year
- 2026: 135 · 2025: 206 · 2024: 183 · 2023: 158 · 2022: 93 · 2021: 8
- FWCI
- 41.16
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Cancer Cell (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (31991171, 81988101, 82030089, 91942307)
- Chinese Academy of Meteorological Sciences (2016-I2M-1-001, 2017-I2M-3-004, 2019-I2M-1-003)
- Peking University
- Beijing Municipal Science and Technology Commission (Z201100005320014)
- National Key Research and Development Program of China (2018YFC1312101, 2020YFA0803300)
- Topics
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Breast Cancer Treatment Studies
- Life Sciences › Immunology and Microbiology › Immunology › Immune cells in cancer
- Keywords
- triple-negative breast cancer, PD-L1 blockade, atezolizumab, paclitaxel, immune cell dynamics, lymphoid tissue inducer cells, follicular B cells, conventional type 1 dendritic cells, single-cell RNA sequencing, single-cell ATAC-seq
- MeSH terms
- Immune Checkpoint Inhibitors, Female, Humans, Single-Cell Analysis, Triple Negative Breast Neoplasms
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review