The DOI matches its Crossref record; 189 of the 189 references it cites were found in a registry or an index.
Turning cold tumors hot: from molecular mechanisms to clinical applications
Abstract
Immune checkpoint blockade (ICB) therapies have achieved clinical benefit, but most 'immune-cold' solid tumors are not responsive. The diversity of immune evasion mechanisms remains a key obstacle in turning nonresponsive 'cold' tumors into responsive 'hot' ones. Therefore, exploring the mechanisms of such transitions and tumor immunotyping can provide significant insights into designing effective therapeutic strategies against cancer. Here, we focus on the latest advances regarding local and systemic regulatory mechanisms of immune responses in cold and hot tumors. We also highlight the necessity for tumor immunotyping through the assessment of multiple immunological variables using various diagnostic techniques and biomarkers. Finally, we discuss the challenges and potential clinical applications of immunophenotyping to turn cold tumors hot, which may further guide combined immunotherapies.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
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?
In the citing paper
“As noted above, based on their TME, tumors can be categorized into two general types: ‘hot’ tumors, distinguished by an immunosupportive TME and a positive response to immunotherapy, and ‘cold’ or non-immune reactive tumors exhibiting a poor response to immunotherapy and characterized by an immunosuppressive TME (Zhang et al., 2022; Benoit et al., 2023).”
From Microphysiological systems as models for immunologically ‘cold’ tumors (2024) · cites this paper as Zhang et al., 2022
Citations
Cites
1 retracted
Kamiya, A., Hayama, Y., Kato, S., Shimomura, A., Shimomura, T., Irie, K., Kaneko, R., Yanagawa, Y., Kobayashi, K., & Ochiya, T. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0430-3 · Cited by 287
RetractedHallmarks of Cancer: The Next Generation
Hanahan, D., & Weinberg, R. A. (2011) · Cell · doi:10.1016/j.cell.2011.02.013 · Cited by 66,590
Oncology meets immunology: the cancer-immunity cycle.
Chen, D. S., & Mellman, I. (2013) · Immunity · doi:10.1016/j.immuni.2013.07.012 · Cited by 6,929
PD-1 blockade induces responses by inhibiting adaptive immune resistance
Tumeh, P. C., Harview, C. L., Yearley, J. H., Shintaku, I. P., Taylor, E. J. M., Robert, L., Chmielowski, B., Spasic, M., Henry, G., Ciobanu, V., et al. (2014) · Nature · doi:10.1038/nature13954 · Cited by 6,609
The Immune Landscape of Cancer
Thorsson, V., Gibbs, D. L., Brown, S. D., Wolf, D., Bortone, D. S., Ou Yang, T.-H., Porta-Pardo, E., Gao, G. F., Plaisier, C. L., Eddy, J. A., et al. (2018) · Immunity · doi:10.1016/j.immuni.2018.03.023 · Cited by 5,870
Self-citationGut microbiome influences efficacy of PD-1-based immunotherapy against epithelial tumors
Routy, B., Le Chatelier, E., Derosa, L., Duong, C. P. M., Alou, M. T., Daillère, R., Fluckiger, A., Messaoudene, M., Rauber, C., Roberti, M. P., et al. (2018) · Science · doi:10.1126/science.aan3706 · Cited by 5,671
TGFβ attenuates tumour response to PD-L1 blockade by contributing to exclusion of T cells
Mariathasan, S., Turley, S. J., Nickles, D., Castiglioni, A., Yuen, K., Wang, Y., Kadel III, E. E., Koeppen, H., Astarita, J. L., Cubas, R., et al. (2018) · Nature · doi:10.1038/nature25501 · Cited by 5,400
Elements of cancer immunity and the cancer–immune set point
Chen, D. S., & Mellman, I. (2017) · Nature · doi:10.1038/nature21349 · Cited by 5,352
The future of immune checkpoint therapy
Sharma, P., & Allison, J. P. (2015) · Science · doi:10.1126/science.aaa8172 · Cited by 4,878
Gut microbiome modulates response to anti-PD-1 immunotherapy in melanoma patients
Gopalakrishnan, V., Spencer, C. N., Nezi, L., Reuben, A., Andrews, M. C., Karpinets, T. V., Prieto, P. A., Vicente, D., Hoffman, K., Wei, S. C., et al. (2018) · Science · doi:10.1126/science.aan4236 · Cited by 4,812
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Items 101–200 of 544
The Mutual Regulatory Role of Ferroptosis and Immunotherapy in Anti-tumor Therapy
Mao, Z., Hu, Y., Zhao, Y., Zhang, X., Guo, L., Wang, X., Zhang, J., & Miao, M. (2024) · APOPTOSIS · doi:10.1007/s10495-024-01988-9 · Cited by 23
Self-citationNanoparticle‐Mediated Explosive Anti‐PD‐L1 Factory Built in Tumor for Advanced Immunotherapy
Park, M., Lim, J., Lee, S., Nah, Y., Kang, Y., & Kim, W. J. (2025) · Advanced Materials · doi:10.1002/adma.202417735 · Cited by 22
Schirrmacher, V., Gool, S. V., & Stuecker, W. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms232113050 · Cited by 23
“CTL attack 2006 2013 2015 2022 2022 Induction of Treg Ovarian cancer invasion Structure and cells Mol mechanisms Tumor defense mechanisms [51] [39] [31] [40] [41]”
BackgroundXu, H., Deng, H., Ma, X., Feng, Y., Jia, R., Wang, Y., Liu, Y., Li, W., Meng, S., & Chen, H. (2023) · Journal of Nanobiotechnology · doi:10.1186/s12951-023-01882-7 · Cited by 21
Santasusagna, S., Zhu, S., Jawalagatti, V., Carceles-Cordon, M., Ertel, A., Garcia‐Longarte, S., Song, W., Fujiwara, N., Li, P., Mendizabal, I., et al. (2023) · Cancer Discovery · doi:10.1158/2159-8290.cd-23-0306 · Cited by 24
Sun, L., Zhao, L., Sun, J., Yuan, H., Wang, Y., Hou, C., Lv, P., Zhang, H., Yang, G., Zhang, N., et al. (2024) · Acta Pharmacologica Sinica · doi:10.1038/s41401-024-01263-2 · Cited by 23
“It suggests that USP7 can promote the in fi ltration of T cells into the tumor microenvironment, which is considered a hallmark of nonresponsive ‘ cold ’ tumors and responsive ‘ hot ’ ones [49].”
In Vivo Polymer Mechanochemistry with Polynucleotides
Ishaqat, A., Hahmann, J., Lin, C., Zhang, X., He, C., Rath, W. H., Habib, P., Sahnoun, S. E. M., Rahimi, K., Vinokur, R. A., et al. (2024) · Advanced Materials · doi:10.1002/adma.202403752 · Cited by 27
Sun, M., Han, X., Li, J., Zheng, J., Li, J., Wang, H., & Li, X. (2024) · Clinical and Translational Medicine · doi:10.1002/ctm2.1598 · Cited by 20
Co-activating STING-TLR9 pathways promotes radiotherapy-induced cancer vaccination
Sun, Y., Liu, L., He, H., Cui, G., Zheng, Y., Ye, C., Qu, L., Sun, Y., Ji, J., Lammers, T., et al. (2025) · Journal of Controlled Release · doi:10.1016/j.jconrel.2024.12.079 · Cited by 22
Chung, S., Yeh, Y., Huang, C.-J., Chiang, N.-J., Hsu, D. S., Chan, M., Lu, M.-L., Hsu, T.-S., Hung, Y.-P., Yeh, C., et al. (2025) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2024-010173 · Cited by 21
Biomaterial-enabled therapeutic modulation of cGAS-STING signaling for enhancing antitumor immunity
Liu, Y., Yang, F., Wang, X., Yang, B., Li, M., & Luo, Z. Y. (2023) · Molecular Therapy · doi:10.1016/j.ymthe.2023.03.026 · Cited by 24
Role of STING in the treatment of non-small cell lung cancer
Tang, W., Zhou, W., Ji, M., & Yang, X. (2024) · Cell Communication and Signaling · doi:10.1186/s12964-024-01586-x · Cited by 21
“When ICB therapy is employed in patients with solid tumors, responders are characterized by a ‘hot’ phenotype defined by T lymphocyte infiltration, whereas non-responders may be characterized by a ‘cold’ phenotype marked by T cell loss or exclusion in the tumor parenchyma [9, 40].”
BackgroundWang, Y., Chen, P., Wen, H., Gui, Y., Yan, D., Huang, D., Wang, D., Tang, B. Z., & Tan, H. (2024) · ACS Nano · doi:10.1021/acsnano.4c11757 · Cited by 20
Self-citationHSV-1 as a gene delivery platform for cancer gene therapy
Shen, Y., Zhang, H., Xue, M., Zheng, C., & Chen, Q. (2025) · Trends in Pharmacological Sciences · doi:10.1016/j.tips.2025.02.006 · Cited by 20
Mei, J., Fu, Z., Cai, Y., Song, C., Zhou, J., Zhu, Y., Mao, W., Xu, J., & Yin, Y. (2023) · iScience · doi:10.1016/j.isci.2023.106027 · Cited by 20
“Contrarily, immuno-hot tumors are potential candidates which are responsive to immunotherapy.(18,19) Thus, understanding the constitution of TIME within which immune cells function and identification of potential biomarkers related to the features of the TIME is significant for the discrimination of beneficiaries from…”
BackgroundMethodJiang, R., Fang, Z., Zhang, H., Xu, J., Zhu, J., Chen, K.-Y., Wang, W., Jiang, X., & Wang, X. (2023) · Chinese Medicine · doi:10.1186/s13020-023-00822-9 · Cited by 22
“Patients with a higher degree of immune cell infiltration, known as “hot” tumors, tend to have a better prognosis compared to tumors with limited immune cell infiltration, referred to as “cold” tumors [137].”
BackgroundThe cross-talk between macrophages and tumor cells as a target for cancer treatment
Aizaz, M., Khan, A. U., Khan, F., Khan, M., Saleh, E. A. M., Nisar, M., & Baran, N. (2023) · Frontiers in Oncology · doi:10.3389/fonc.2023.1259034 · Cited by 24
“…consequent hypoxia) and a dense stroma, while altered-immunosuppressed tumors are characterized by the presence of a low degree of immune in fi ltration and an immunosuppressive, often hypoxic TME that limits further recruitment of immune cells and promotes an expansion of tumor (9, 10, 13 – 17).”
BackgroundLi, H., Zheng, N., Guo, A., Tang, W., Li, M., Cao, Y., Ma, X., Cao, H., Ma, Y., Wang, H., et al. (2024) · Cell Death and Disease · doi:10.1038/s41419-024-06469-0 · Cited by 22
Metronomic chemotherapy in cancer treatment: new wine in an old bottle
Wu, H., Zhou, H.-X., Chen, L., & Wang, S.-S. (2024) · Theranostics · doi:10.7150/thno.95619 · Cited by 26
“A key goal of MCT is to facilitate immunostimulation and promote the “cold to hot” transition of the microenvironment [88].”
BackgroundImmune effects of α and β radionuclides in metastatic prostate cancer
Lunj, S., Smith, T., Reeves, K. J., Currell, F. J., Honeychurch, J., Hoskin, P., & Choudhury, A. (2024) · Nature Reviews Urology · doi:10.1038/s41585-024-00924-5 · Cited by 21
An electrically activable nanochip to intensify gas-ionic-immunotherapy
Wang, G., Li, J., Sun, S., Yang, Y., Han, Z., Pei, Z., & Cheng, L. (2024) · 中国科学通报:英文版 · doi:10.1016/j.scib.2024.11.035 · Cited by 19
How the Versatile Self‐Assembly in Drug Delivery System to Afford Multimodal Cancer Therapy?
Cao, Y., Zhao, X., Miao, Y., Wang, X., & Deng, D. (2024) · Advanced Healthcare Materials · doi:10.1002/adhm.202403715 · Cited by 20
Nagase, Y., Kodama, M., Aimono, E., Nakamura, K., Takamatsu, R., Abe, K., Yoshimura, T., Chiyoda, T., Yamagami, W., & Nishihara, H. (2025) · Cancer Science · doi:10.1111/cas.16371 · Cited by 19
“9 A comprehensive understanding of these microenvironments and identifying the molecules involved in the formation of these immune-activated microenvironments is needed because tumor immune microenvironment regulators are promising immunotherapeutic targets for cancer.”
Engagement of CD99 Activates Distinct Programs in Ewing Sarcoma and Macrophages
Manara, M. C., Manferdini, C., Cristalli, C., Carrabotta, M., Santi, S., Feo, A. D., Caldoni, G., Pasello, M., Landuzzi, L., Lollini, P., et al. (2023) · Cancer Immunology Research · doi:10.1158/2326-6066.cir-23-0440 · Cited by 23
“…inhibitors have radically changed treatment for manytypesofcancer, buttheirclinicalapplicationhasbeenlimited by a low response rate, especially in tumors that are characterized by scarce in fi ltration of functional cytotoxic T lymphocytes into the tumor bed and an unin fl amed phenotype (52).”
Qian, Z.-Y., Pan, Y., Li, X., Chen, Y., Wu, H., Liu, Z., Košař, M., Bártek, J., Wang, Z., & Xu, R. (2024) · 中国科学通报:英文版 · doi:10.1016/j.scib.2024.01.025 · Cited by 19
Deng, C., Li, Z.-X., Xie, C.-J., Zhang, Q., Hu, B.-S., Wang, M.-D., Mei, J., Chen, Y., Zhong, Z., & Wang, K.-W. (2024) · Human Genomics · doi:10.1186/s40246-024-00615-7 · Cited by 20
“As a result, they are less likely to respond to immunotherapy, which aims to stimulate the immune system’s ability to recognize and destroy cancer cells [64].”
BackgroundGaebler, D., Hachey, S. J., & Hughes, C. C. W. (2024) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2024.1462293 · Cited by 20
“…inhibiting the recruitment, adhesion, and activity of immune cells via hypoxia-induced upregulation of VEGF-A, IL-10, and prostaglandin E2 (PGE2); collectively inducing FasL expression on tumor ECs and triggering the apoptosis of T cells upon binding to Fas (Motz et al., 2014; Zhang et al., 2022).”
BackgroundRicci, A. D., Rizzo, A., Schirizzi, A., D’Alessandro, R., Frega, G., Brandi, G., Shahini, E., Cozzolongo, R., Lotesoriere, C., & Giannelli, G. (2024) · Cancers · doi:10.3390/cancers16203542 · Cited by 19
Zhang, L. L., Bai, J., Shen, A., Zhao, J., Su, Z., Wang, M., Dong, M., & Xu, Z. P. (2025) · Biomaterials · doi:10.1016/j.biomaterials.2025.123085 · Cited by 19
Empowering hypoxia to convert cold tumors into hot tumors for breast cancer immunotherapy
Liu, L., Wu, D., Qian, Z., Ying, J., You, Y., Wang, Y., Zhang, F., Ning, X., Mei, J., Iqbal, J., et al. (2025) · Cell Death Discovery · doi:10.1038/s41420-025-02682-8 · Cited by 20
“Depletion of NK cells diminishes the antitumor effects of PD-L1 inhibition, thereby promoting tumor progression [62].”
Yin, Y. H., Liu, Y., Wang, Y., Li, J., Liang, S., Zhang, W., Ma, Z., Liu, S., & Zou, X. (2023) · International Immunopharmacology · doi:10.1016/j.intimp.2023.109886 · Cited by 18
Lamsal, A., Andersen, S. B., Johansson, I., Vietri, M., Bokil, A. A., Kurganovs, N. J., Rylander, F., Bjørkøy, G., Pettersen, K., & Giambelluca, M. S. (2023) · Cell Communication and Signaling · doi:10.1186/s12964-023-01062-y · Cited by 19
Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer
Wei, Y., Zheng, L., Yang, X., Luo, Y., Cheng, Y., & Gou, H. (2023) · The Oncologist · doi:10.1093/oncolo/oyad193 · Cited by 18
“32,38,39 However, there are both anti-tumor and pro-tumor immune cells in the TME.”
BackgroundWu, Q., Tao, X., Yang, L., Zheng, S., Lin, N., & Xie, X. (2023) · BMC Cancer · doi:10.1186/s12885-023-11241-2 · Cited by 18
Zhou, J., Wan, F., Wang, L., Peng, C. Y., Huang, R., & Peng, F. (2023) · MedComm · doi:10.1002/mco2.464 · Cited by 18
“22 However, the gene function and prognostic role of STAT4 in breast cancer remain poorly understood, particularly in TNBC.”
Backgroundde Sousa, C., Eksteen, C., Riedemann, J., & Engelbrecht, A. (2024) · Immunologic Research · doi:10.1007/s12026-024-09493-6 · Cited by 19
“However, not all patients benefit from ICI therapy due to their specific cancer makeup [58].”
Vilela, T., Valente, S., Correia, J., & Ferreira, F. (2024) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2024.189144 · Cited by 19
A small molecule directly targets NLRP3 to promote inflammasome activation and antitumor immunity
Liu, X., He, H., Qi, M., Jiang, Z., Lin, B., Wang, X., Wang, D., Ma, M., Jiang, W., & Zhou, R. (2025) · Cell Death and Disease · doi:10.1038/s41419-025-07578-0 · Cited by 18
“However, tumors with low T cell in fi ltration, so called “ cold tumors ” , are resistant to the ICB treatment [4].”
Shen, H., Deng, Q., Chen, Z., Zhang, Q., Zhou, X., Chen, Q., & Fan, J. (2025) · Science Advances · doi:10.1126/sciadv.adw5001 · Cited by 17
“Patients with cold tumors, characterized by a weak immune response to tumors, are less likely to benefit from immunotherapy ( 13 ).”
Targeting ARID1A-Deficient Cancers: An Immune-Metabolic Perspective
Lebedev, T. D., Kousar, R., Patrick, B., Usama, M., Lee, M.-K., Tan, M., & Li, X. (2023) · Cells · doi:10.3390/cells12060952 · Cited by 17
“This breakthrough has prolonged the survival of patients with relapsed or refractory metastatic cancers; however, only a subset of patients display favorable responses and most patients with immunologically cold solid tumors do not respond [46,47].”
BackgroundKLF12 overcomes anti-PD-1 resistance by reducing galectin-1 in cancer cells
Zheng, Y., Zhang, H., Xiao, C., Deng, Z., Fan, T. T., Zheng, B. J., Li, C., & He, J. (2023) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2023-007286 · Cited by 17
Wu, K., Liu, Z.-H., Liang, J.-Y., Zhu, Y.-C., Wang, X.-D., & Li, X. (2023) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2023-007528 · Cited by 19
Xie, Y., Wang, M., Qiao, L., Qian, Y., Xu, W., Sun, Q., Luo, S., & Li, C. (2023) · Small Methods · doi:10.1002/smtd.202300945 · Cited by 17
Zhou, X., Zhang, B., Hu, J., Shen, J., Chen, Z., Zhang, J., Wu, B., Zhou, E., Peng, S., Wong, T., et al. (2024) · The Innovation Medicine · doi:10.59717/j.xinn-med.2024.100052 · Cited by 17
Self-citationHuang, 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
“202 In summary, the multiple potential mechanisms governing the circulation and trafficking of antitumour Teffs suggest a promising niche for combination immunotherapy regimens.”
BackgroundSelf-citationTargeting glutamine metabolism crosstalk with tumor immune response
Dong, C., Zhao, Y., Han, Y., Li, M., & Wang, G. (2025) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2024.189257 · Cited by 21
Choi, J., Jang, H., Choi, J., Choi, Y., Yang, Y., Shim, M. K., & Kim, S. H. (2023) · Journal of Controlled Release · doi:10.1016/j.jconrel.2023.05.031 · Cited by 16
Lewicky, J. D., Martel, A. L., Gupta, M. R., Roy, R., Rodriguez, G. M., Vanderhyden, B. C., & Le, H. (2023) · Cancers · doi:10.3390/cancers15164127 · Cited by 16
“Thus, there is a considerable need for novel immunotherapy strategies that can induce an inflamed “hot” TME that promotes cytotoxic T lymphocyte (CTL) and natural killer (NK) cell responses by way of balancing TME immunosuppressive effects, increasing tumor immunogenicity via enhanced tumorassociated antigen presentat…”
BackgroundChen, P., Xiong, F., Pu, X., Hu, Z., Yang, Y., Qiao, X., Jiang, Y., Han, M., Wang, D., & Li, X. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1326031 · Cited by 16
Nakamura, T., Sasaki, S., Sato, Y., & Harashima, H. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics16010031 · Cited by 17
“In general, the change in the immune status in a tumor microenvironment from cold (non-in fl amed) to hot (in fl amed) improves the response of ICIs [22]. non-inflamed) to hot (inflamed) improves the response of ICIs [22].”
BackgroundSun, B., Zhang, Q., Sun, T., Liu, J., Cao, Y., Liang, B., Zheng, C., & Kan, X. (2024) · International Immunopharmacology · doi:10.1016/j.intimp.2024.111769 · Cited by 16
Immunomodulatory effects of microwave ablation on malignant tumors
Xu, F. (2024) · American Journal of Cancer Research · doi:10.62347/qjid8425 · Cited by 17
Yi, L., Pan, H., Ning, Z., Xu, L., Zhang, H., Peng, L., Liu, Y., Yang, Y., Si, W., Wang, Y., et al. (2024) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-024-02052-3 · Cited by 16
“37,38 43 Despite the appealing concept, the clinical performance of bispeci fi c antibody monotherapies has fallen short of expectations, as seen in phase III trials of bintrafusp alfa (with an ORR of 10% in BTC), 40,44 highlighting the need for optimization of drug design and exploration of…”
Plummer, R., Sodergren, M. H., Hodgson, R., Ryan, B. M., Raulf, N., Nicholls, J. P., Reebye, V., Voutila, J., Sinigaglia, L., Meyer, T., et al. (2025) · Cell Reports Medicine · doi:10.1016/j.xcrm.2025.102041 · Cited by 16
High intensity forced ultrasound-driven ferroptosis as a strategy for anti-tumor immune priming
Li, X., Wu, J., Xu, R., Qin, X., Wang, S., Yang, W., & Pang, Z. (2025) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2025.05.006 · Cited by 15
“Tumors are categorized into hot (immune-inflamed) tumors and cold (immune-desert) tumors based on the infiltration level of T lymphocytes and other immune cells in the tumor microenvironment (TME) 3 .”
Single-cell screens identify ADAM12 as a fibroblast checkpoint impeding anti-tumor immunity
Li, J., Liu, H., Guo, Q., Zhang, Y., Li, J., Diao, T., Zheng, L., Deng, Z., Yang, Y., Chen, X., et al. (2026) · Cancer Cell · doi:10.1016/j.ccell.2025.12.018 · Cited by 16
Progress in the development of cytokine armoured CAR T cells
Prasad, K., Cross, R. S., & Jenkins, M. R. (2026) · Nature reviews. Immunology · doi:10.1038/s41577-026-01280-8 · Cited by 18
“…seven different CAR T cell therapies have received US Food and Drug Administration (FDA) approval, offering effective treatment options for relapsed or refractory B cell acute lymphoblastic leukaemia, B cell non-Hodgkin lymphoma, follicular lymphoma, mantle-cell lymphoma and multiple myeloma 5–7 .”
Smart Design of Nanostructures for Boosting Tumor Immunogenicity in Cancer Immunotherapy
Yin, B., Wong, W., Ng, Y. M., Yang, M., Leung, F. K., & Wong, S. H. D. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics15051427 · Cited by 15
“Tumor immunogenicity describes the immune cell infiltration profile in the tumor microenvironment: low tumor immunogenicity (cold tumor) features low tumor antigen presentation and low T cell infiltration, while high tumor immunogenicity (hot tumor) features extensive T cell infiltration and T cell-mediated tumor kill…”
BackgroundInfluentialGuo, Y., Wang, R., Shi, J., Yang, C., Ma, P., Min, J., Zhao, T., Hua, L., Song, Y., Li, J., et al. (2023) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2023-007466 · Cited by 15
Han, A. X., Long, B. Y., Li, C. Y., Huang, D., Xiong, E. Q., Li, F. J., Wu, G. L., Liu, Q., Yang, G. B., & Hu, H. Y. (2024) · APOPTOSIS · doi:10.1007/s10495-024-01947-4 · Cited by 16
“More inflammatory cytokine infiltration in tumors could facilitate the transformation of “cold” tumors into “hot” tumors and participate in the anti ‐ tumor process[37–39].”
Self-citationPan, Y., Xue, Q., Yang, Y., Shi, T., Wang, H., Song, X., Luo, Y., Liu, W., Ren, S., Cai, Y., et al. (2024) · Cell Reports Medicine · doi:10.1016/j.xcrm.2024.101590 · Cited by 14
“50,51 Meanwhile, various non-malignant conditions such as inflammation and wound healing cause upregulation of the same target molecules employed in tumor targeting.”
Zeng, L., Zhu, Y., Cui, X., Chi, J. J., Uddin, A., Zhou, Z., Song, X., Dai, M., Cristofanilli, M., Kalinsky, K. M., et al. (2024) · Advanced Science · doi:10.1002/advs.202400757 · Cited by 18
Sang, M., Ge, J., Ge, J., Tang, G., Wang, Q., Wu, J., Mao, L., Ding, X., & Zhou, X. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2024.1382842 · Cited by 16
“…in fl uenced by various tumor cell-intrinsic and -extrinsic factors including tumor cell immunogenicity, tumor-in fi ltrating T cell repertoire, T cell proliferation, and T cell functional exhaustion, all of which impact the establishment of the TME and in fl uence its antitumor immune response (17).”
On the Biology and Therapeutic Modulation of Macrophages and Dendritic Cells in Cancer
Park, M. D., Belabed, M., Chen, S. T., Hamon, P., Hegde, S., Mattiuz, R., Marron, T. U., & Mérad, M. (2023) · Annual Review of Cancer Biology · doi:10.1146/annurev-cancerbio-061521-085949 · Cited by 15
Zhang, M.-J., Wen, Y., & Sun, Z. (2025) · BMC Medicine · doi:10.1186/s12916-025-04037-7 · Cited by 14
“Therefore, the key to improving the response rate to immunotherapy is to turn cold tumors into hot tumors with a high degree of immune cell infiltration [4, 5].”
Emerging therapies to overcome antiandrogen resistance and beyond in lethal prostate cancer
Huang, F., Li, K., Shevach, J. W., & Wang, Q. (2025) · Journal of the National Cancer Center · doi:10.1016/j.jncc.2025.04.004 · Cited by 18
“253 261 Despite this, the response to CTLA-4-targeting antibodies (e.g., ipilimumab) correlates with high intratumoral CD8 + T cell density, 262 and exceptional responders to pembrolizumab (anti-PD-1) tend to have higher MSI, TMB, and dMMR. 263 Notably, these genetic alterations occur in about 3%–…”
TIM3-blockade synergizes with IL2 in alleviating intra-tumoral CD8+T cell exhaustion
Zhang, X., Gao, Y., Liao, H., Wang, W., Yang, Z., Cao, W., Li, G., Wen, J., Han, G., & Fu, Y. (2025) · Nature Communications · doi:10.1038/s41467-025-60463-4 · Cited by 15
“Theef fi cacyofTcelltherapyinsolidtumorsisoftenhamperedbytheir ability to navigate, penetrate, activate, or expand inside the immuno-suppressive TME 31,36 .”
Zhang, T., Li, Y., Cheng, B., Zhao, X., Liu, M., Feng, J., Bai, Y., Yu, Y., Jiang, P., Geng, L., et al. (2025) · Advanced Science · doi:10.1002/advs.202501335 · Cited by 18
Shen, C., Liu, J., Hu, D., Liu, C., Xie, F., & Wang, Y. (2025) · Journal of Experimental & Clinical Cancer Research · doi:10.1186/s13046-025-03464-x · Cited by 16
“The TIME can be divided into two categories: infiltrated–excluded also known as “Cold tumors”, where CD8 + T cells are prevented from entering the tumor core, and infiltrated–inflamed also known as “Hot tumors”, which are characterized by highly activated CD8 + T cells that express IFN-γ [20–22].”
Cai, Y., Sun, S., Nie, J., Yang, N., & Cheng, L. (2026) · Advanced Materials · doi:10.1002/adma.72763 · Cited by 16
Li, M., Zhou, B., & Zheng, C. J. (2023) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2023.1163314 · Cited by 15
Wei, Z., Ding, S., & Yang, Y.-C. (2023) · Frontiers in Oncology · doi:10.3389/fonc.2023.1200203 · Cited by 14
““Cold” tumors are characterized by a lack of T cell infiltration, whereas “hot” tumors are characterized by high levels of T cell infiltration and activity (26).”
BackgroundLan, X., Liang, J.-G., Wen, C., Quan, X.-L., Lin, H.-W., Xu, Q.-Q., Chen, P.-X., Yao, G., Zhou, D., & Yu, M. (2023) · Chinese Chemical Letters · doi:10.1016/j.cclet.2023.108616 · Cited by 15
Xu, D., Lu, X., Yang, F., Jiang, Z., Yang, S., Bi, L., Liu, J., Shan, H., & Li, D. (2023) · European Journal of Nuclear Medicine and Molecular Imaging · doi:10.1007/s00259-023-06485-w · Cited by 15
“Among these, immune-inflamed tumors exhibit the most favorable response to immunotherapy [4, 5].”
Shi, M., Jia, J.-S., Gao, G., & Hua, X. (2024) · Biochemistry and Biophysics Reports · doi:10.1016/j.bbrep.2024.101695 · Cited by 14
Progress and application of lung-on-a-chip for lung cancer
Li, L., Bo, W., Wang, G., Juan, X., Xue, H., & Zhang, H. (2024) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2024.1378299 · Cited by 14
Wang, H., Li, J., Wang, Y., Chen, Y., Zhang, W., Pan, X., Su, C., Li, Z., Wang, L., & Gu, J. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2024.1497783 · Cited by 15
Li, K., Yang, D., & Liu, D. (2023) · Bioconjugate Chemistry · doi:10.1021/acs.bioconjchem.2c00593 · Cited by 14
A Fluorescence-Afterglow Reporter for In Vivo Differentiation of Three Tumor Immunophenotypes
Li, H., Qu, R., Chen, L., Wu, M., Zhou, W., Liu, S., Liu, Y., Jiang, X., & Zhen, X. (2025) · Journal of the American Chemical Society · doi:10.1021/jacs.5c17176 · Cited by 13
Wang, J.-H., Zheng, Y., Qian, Z.-Y., Pan, Y.-Q., Tian, T., Duan, X.-T., Wang, R.-B., Wang, L.-Y., Peng, J.-H., Mo, H., et al. (2026) · Nature Cell Biology · doi:10.1038/s41556-026-01885-0 · Cited by 13
“Our study revealed a previously unrecognized mechanism of immune diversion, expanding the concept of effector immune cell deployment 42 .”
Arenaviruses: Old viruses present new solutions for cancer therapy
Stachura, P., Stencel, O., Lu, Z., Borkhardt, A., & Pandyra, A. A. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1110522 · Cited by 13
Ye, S., Tian, X., Anwaier, A., Wei, S., Liu, W., Su, J., Zhu, S., Dai, B., Gu, J., Qu, Y., et al. (2023) · International Journal of Biological Sciences · doi:10.7150/ijbs.80323 · Cited by 13
“However, increasing findings suggest that the infiltration level of T cells might be necessary but insufficient to define “hot” and “cold” tumors, which raised questions on how to identify ICI responders precisely (51).”
Considerations on the Design of Lipid-based mRNA Vaccines Against Cancer
Meulewaeter, S., Zhang, Y., Wadhwa, A., Fox, K., Lentacker, I., Harder, K. W., Cullis, P. R., Smedt, S. C. D., Cheng, M. H. Y., & Verbeke, R. (2023) · Journal of Molecular Biology · doi:10.1016/j.jmb.2023.168385 · Cited by 13
Strategies for treating the cold tumors of cholangiocarcinoma: core concepts and future directions
Zhang, G., Li, J., Li, G., Zhang, J., Yang, Z. P., Yang, L., Jiang, S., & Wang, J. (2024) · Clinical and Experimental Medicine · doi:10.1007/s10238-024-01460-7 · Cited by 14
“These distinct immunophenotypes define the immune response to ICIs, out of which the immune-desert or immune-excluded tumor phenotypes are referred to collectively as cold tumors that represent low response rates to ICIs [61].”
BackgroundInfluentialSelf-citationSkubleny, D., Purich, K., McLean, D. R., Martins-Filho, S. N., Buttenschoen, K., Haase, E., McCall, M., Ghosh, S., Spratlin, J. L., Schiller, D., et al. (2024) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-23-3523 · Cited by 15
Sánchez-Molina, S., Figuerola-Bou, E., Sánchez‐Margalet, V., de la Cruz‐Merino, L., Mora, J., de Álava, E., García-Domínguez, D. J., & Hontecillas‐Prieto, L. (2022) · Cancers · doi:10.3390/cancers14215473 · Cited by 14
“Whereas hot tumors resemble an immuneinflamed phenotype characterized by infiltration of T lymphocytes, cold tumors present an immune-desert or immune-excluded phenotype with the absence or exclusion of Tcells [61].”
BackgroundMicrophysiological systems as models for immunologically ‘cold’ tumors
Gaebler, D., Hachey, S. J., & Hughes, C. C. W. (2024) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2024.1389012 · Cited by 14
“…into two general types: ‘ hot ’ tumors, distinguished by an immunosupportive TME and a positive response to immunotherapy, and ‘ cold ’ or non-immune reactive tumors exhibiting a poor response to immunotherapy and characterized by an immunosuppressive TME (Zhang et al., 2022; Benoit et al., 2023).”
BackgroundInfluentialFrom cold to hot tumors: feasibility of applying therapeutic insights to TNBC
Yan, S., Sun, X., & Wang, K. (2025) · Discover Oncology · doi:10.1007/s12672-025-03745-z · Cited by 12
“…that the TME of cold tumors harbors a high density of immunosuppressive cells, which inhibit the activation and proliferation of effector T cells through the secretion of inhibitory cytokines and the modulation of local metabolic conditions, thereby fostering an immune-suppressive milieu [9, 10].”
Sun, Y. H., Shao, C., Duan, H., Wang, Z., Xu, S., Wang, C., Xiu, J., Liu, J., Wang, X., Yao, X., et al. (2025) · MedComm · doi:10.1002/mco2.70496 · Cited by 15
Preclinical Study of Plasmodium Immunotherapy Combined with Radiotherapy for Solid Tumors
Tao, Z., Ding, W., Cheng, Z., Feng, Y., Kang, Z., Qiu, R., Zhao, S., Hu, W. J., Zhou, F., Wu, D., et al. (2022) · Cells · doi:10.3390/cells11223600 · Cited by 12
“The current strategy to overcome this problem is to combine ICB with other anticancer therapies in order to turn cold tumors into hot ones [12].”
BackgroundHu, C., Li, Q., Xiang, L., Luo, Y., Li, S., An, J., Yu, X., Zhang, G., Chen, Y., Wang, Y., et al. (2023) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2023.11.043 · Cited by 13
“However, in many patients receiving the same treatment, the difference in the TIME of "cold" and "hot" tumors results in a very low objective response rate in "cold" tumor patients [6,7].”
BackgroundA new target of radiotherapy combined with immunotherapy: regulatory T cells
Song, D., & Ding, Y. (2024) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1330099 · Cited by 15
“We usually use assessment methods like immunohistochemistry, fl ow cytometry, NGS sequencing and others (33).”
MethodLiposome-based nanomedicine for immune checkpoint blocking therapy and combinatory cancer therapy
Zhou, H., Yu, C., & Wei, H. (2024) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2024.123818 · Cited by 12
Han, X., Zhang, G., Wu, X., Xu, S., Liu, J., Wang, K., Liu, T., & Wu, P. (2024) · Journal of Nanobiotechnology · doi:10.1186/s12951-024-02328-4 · Cited by 14
“Despite the significant clinical benefits of PD-L1/PD-1 blockade, a low response rate is still observed in patients with "cold" tumors, indicating limited CD8 + T cell infiltration [5, 6].”
BackgroundLocal administration of immunotherapy for patients with skin cancer: A systematic review
Janssen, J. C., van Dijk, B., Hoeijmakers, L. L., Grünhagen, D. J., Bramer, W. M., Verhoef, C. K., de Gruijl, T. D., Blank, C. U., & van der Veldt, A. A. M. (2024) · Cancer Treatment Reviews · doi:10.1016/j.ctrv.2024.102848 · Cited by 12
Tang, L., Chang, X., Shi, J., Wen, Z., Bi, C., & Liu, W. (2024) · European Journal of Medicinal Chemistry · doi:10.1016/j.ejmech.2024.117014 · Cited by 12
Qu, W., Zhu, G., Yang, R., Chu, T.-H., Guan, Z.-Q., Huang, R., Tian, M., Jiang, X., Tao, C.-Y., Fang, Y., et al. (2025) · Science Advances · doi:10.1126/sciadv.ads8597 · Cited by 14
“Inhibiting HMGB2 in two cell types may “turn cold tumors hot,” diminishing the immunosuppressive immune microenvironment ( 43 ).”
Lung tumor immunity: redirecting macrophages through infection-induced inflammation
Aktay-Cetin, Ö., Pullamsetti, S. S., Herold, S., & Savai, R. (2025) · Trends in Immunology · doi:10.1016/j.it.2025.04.004 · Cited by 14
Multistage Self-Assembled Nanomaterials for Cancer Immunotherapy
Guo, L., Yang, J., Wang, H., & Yi, Y. (2023) · Molecules · doi:10.3390/molecules28237750 · Cited by 12
“Tuning cold tumors into hot tumors is promising to improve the therapeutic effect of immune checkpoint inhibitors [188,189].”
BackgroundSu, M., Wang, J., Zhao, N., Yu, B., Wang, Y., & Xu, F. (2023) · Biomaterials · doi:10.1016/j.biomaterials.2023.122433 · Cited by 11
Metadata
- Authors
- Zhang, J., Huang, D., Saw, P. E., & Song, E.
- Affiliations
- Sun Yat-sen University (CN)
- Corresponding author
- Saw, Phei Er
- Song, Erwei
- Venue
- Trends in Immunology
- Publisher
- Elsevier BV
- Published
- 2022-07
- Volume
- 43
- Issue
- 7
- Pages
- 523-545
- ISSN
- 1471-4906 (ISSN-L)
- OpenAlex
- W4281490788
- Cited by
- 534
- References
- 189
- Citations by year
- 2026: 72 · 2025: 145 · 2024: 162 · 2023: 133 · 2022: 22
- FWCI
- 14.42
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Trends in Immunology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (81621004, 81720108029, 81930081, 91940305, 92159303)
- Guangdong Science and Technology Department (2020B1212030004, 2020B1212060018)
- Guangzhou Municipal Science and Technology Bureau (20212200003)
- Topics
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Life Sciences › Immunology and Microbiology › Immunology › Immunotherapy and Immune Responses
- Life Sciences › Immunology and Microbiology › Immunology › T-cell and B-cell Immunology
- Keywords
- cold tumors, immune evasion, immune checkpoint blockade, tumor microenvironment, immune regulation, biomarkers, combination immunotherapy, solid tumors
- MeSH terms
- Humans, Immunity, Immunotherapy, Neoplasms, Tumor Microenvironment
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