肾癌与肿瘤微环境相互作用及其潜在治疗策略 的研究进展
Research Progress on the Interaction between Renal Cancer and the Tumor Microenvironment and Its Potential Therapeutic Strategies
DOI: 10.12677/acm.2026.162701, PDF,    科研立项经费支持
作者: 桂佳强, 王 越, 龚建新, 谢天朋*:赣南医科大学第一临床医学院,江西 赣州
关键词: 肾透明细胞癌肿瘤微环境免疫治疗靶向治疗Renal Clear Cell Carcinoma Tumor Microenvironment Immunotherapy Targeted Therapy
摘要: 肾透明细胞癌(ccRCC)是最常见的泌尿系统恶性肿瘤之一,约占成人恶性肿瘤的2%~3%,同时也是泌尿系统中致死率最高的癌种。ccRCC作为肾癌中最常见的一种亚型,具有发病隐匿、早期症状不典型的特点,导致多数患者在确诊时已发展至晚期,对于晚期患者而言,其死亡的主要原因通常涉及肾癌的广泛远处转移、严重并发症及多器官功能衰竭。ccRCC的演进与肿瘤微环境(TME)密切相关,二者之间的复杂相互作用对其增殖、侵袭和转移有着重大影响,如免疫肿瘤相关巨噬细胞,在机体中既能发挥抗肿瘤免疫,还能被诱导为促肿瘤状态,影响肾癌细胞的发生发展;缺氧等微环境变化还能影响癌细胞的代谢重编程,激活各项信号通路,影响免疫细胞的功能等。随着时代发展,免疫治疗及靶向治疗的大大改善了晚期肾透明细胞癌患者的预后,但几乎所有患者最终都会产生耐药。近年来,基于肿瘤微环境的免疫治疗,如免疫检查点抑制剂,靶向微环境中的细胞因子或血管生成因子展示出了广阔的应用前景。因此,深入研究肾透明细胞癌和肿瘤微环境的相互关系,有助于开发更有效的肾透明细胞癌治疗手段。本综述系统阐述了ccRCC中TME的组成(包括免疫细胞、基质细胞和细胞外基质)及其相互作用,并深入探讨了基于TME的治疗策略与潜在的免疫靶点。
Abstract: Clear cell renal cell carcinoma (ccRCC) is one of the most common malignant tumors of the urinary system, accounting for approximately 2% to 3% of adult malignancies, and it is also the most lethal cancer within the urinary system. As the most prevalent subtype of renal carcinoma, ccRCC is characterized by insidious onset and atypical early symptoms, leading to most patients being diagnosed at an advanced stage. For advanced-stage patients, the primary causes of death typically involve extensive distant metastasis, severe complications, and multi-organ failure. The progression of ccRCC is closely intertwined with the tumor microenvironment (TME). The complex interactions between these two entities profoundly influence tumor proliferation, invasion, and metastasis. For instance, tumor-associated macrophages (TAMs) within the body can exert anti-tumor immunity but may also be induced into a pro-tumor state, thereby impacting the development and progression of renal cancer cells. Microenvironmental alterations such as hypoxia can also influence cancer cell metabolic reprogramming, activate signaling pathways, and affect immune cell function. With advances in immunotherapy and targeted therapies, the prognosis for patients with advanced clear cell renal cell carcinoma has significantly improved. However, nearly all patients eventually develop resistance. In recent years, immunotherapies targeting the tumor microenvironment, such as immune checkpoint inhibitors and those targeting cytokines or angiogenesis factors within the microenvironment, have demonstrated broad application potential. Therefore, in-depth investigation of the interplay between renal clear cell carcinoma and its tumor microenvironment may facilitate the development of more effective therapeutic approaches. This review systematically outlines the composition of the TME in ccRCC (including immune cells, stromal cells, and extracellular matrix) and their interactions, while thoroughly exploring TME-based therapeutic strategies and potential immune targets.
文章引用:桂佳强, 王越, 龚建新, 谢天朋. 肾癌与肿瘤微环境相互作用及其潜在治疗策略 的研究进展[J]. 临床医学进展, 2026, 16(2): 2893-2917. https://doi.org/10.12677/acm.2026.162701

参考文献

[1] Siegel, R.L., Miller, K.D. and Jemal, A. (2020) Cancer Statistics, 2020. CA: A Cancer Journal for Clinicians, 70, 7-30. [Google Scholar] [CrossRef] [PubMed]
[2] Capitanio, U. and Montorsi, F. (2016) Renal Cancer. The Lancet, 387, 894-906. [Google Scholar] [CrossRef] [PubMed]
[3] Smaldone, M.C., Churukanti, G., Simhan, J., Kim, S.P., Reyes, J., Zhu, F., et al. (2013) Clinical Characteristics Associated with Treatment Type for Localized Renal Tumors: Implications for Practice Pattern Assessment. Urology, 81, 269-276. [Google Scholar] [CrossRef] [PubMed]
[4] Hinshaw, D.C. and Shevde, L.A. (2019) The Tumor Microenvironment Innately Modulates Cancer Progression. Cancer Research, 79, 4557-4566. [Google Scholar] [CrossRef] [PubMed]
[5] Clark, D.J., Dhanasekaran, S.M., Petralia, F., Pan, J., Song, X., Hu, Y., et al. (2019) Integrated Proteogenomic Characterization of Clear Cell Renal Cell Carcinoma. Cell, 179, 964-983.e31.
[6] Kaelin, W.G. (2017) The VHL Tumor Suppressor Gene: Insights into Oxygen Sensing and Cancer. Transactions of the American Clinical and Climatological Association, 128, 298-307.
[7] Motzer, R.J., Hutson, T.E., Tomczak, P., Michaelson, M.D., Bukowski, R.M., Rixe, O., et al. (2007) Sunitinib versus Interferon Alfa in Metastatic Renal-Cell Carcinoma. New England Journal of Medicine, 356, 115-124. [Google Scholar] [CrossRef] [PubMed]
[8] Mandriota, S.J., Turner, K.J., Davies, D.R., Murray, P.G., Morgan, N.V., Sowter, H.M., et al. (2002) HIF Activation Identifies Early Lesions in VHL Kidneys: Evidence for Site-Specific Tumor Suppressor Function in the Nephron. Cancer Cell, 1, 459-468. [Google Scholar] [CrossRef] [PubMed]
[9] Miao, D., Margolis, C.A., Gao, W., Voss, M.H., Li, W., Martini, D.J., et al. (2018) Genomic Correlates of Response to Immune Checkpoint Therapies in Clear Cell Renal Cell Carcinoma. Science, 359, 801-806. [Google Scholar] [CrossRef] [PubMed]
[10] Messai, Y., Gad, S., Noman, M.Z., Le Teuff, G., Couve, S., Janji, B., et al. (2016) Renal Cell Carcinoma Programmed Death-Ligand 1, a New Direct Target of Hypoxia-Inducible Factor-2α, Is Regulated by Von Hippel-Lindau Gene Mutation Status. European Urology, 70, 623-632. [Google Scholar] [CrossRef] [PubMed]
[11] Saxton, R.A. and Sabatini, D.M. (2017) mTOR Signaling in Growth, Metabolism, and Disease. Cell, 168, 960-976. [Google Scholar] [CrossRef] [PubMed]
[12] Polivka, J. and Janku, F. (2014) Molecular Targets for Cancer Therapy in the PI3K/AKT/mTOR Pathway. Pharmacology & Therapeutics, 142, 164-175. [Google Scholar] [CrossRef] [PubMed]
[13] Yoo, A., Tang, C., Zucker, M., Fitzgerald, K., DiNatale, R.G., Rappold, P.M., et al. (2022) Genomic and Metabolic Hallmarks of SDH-and FH-Deficient Renal Cell Carcinomas. European Urology Focus, 8, 1278-1288. [Google Scholar] [CrossRef] [PubMed]
[14] Schmidt, L.S. and Linehan, W.M. (2016) Genetic Predisposition to Kidney Cancer. Seminars in Oncology, 43, 566-574. [Google Scholar] [CrossRef] [PubMed]
[15] Hakimi, A.A., Reznik, E., Lee, C.H., Creighton, C.J., Brannon, A.R., Luna, A., et al. (2016) An Integrated Metabolic Atlas of Clear Cell Renal Cell Carcinoma. Cancer Cell, 29, 104-116. [Google Scholar] [CrossRef] [PubMed]
[16] Icard, P., Shulman, S., Farhat, D., Steyaert, J.M., Alifano, M. and Lincet, H. (2018) How the Warburg Effect Supports Aggressiveness and Drug Resistance of Cancer Cells? Drug Resistance Updates, 38, 1-11. [Google Scholar] [CrossRef] [PubMed]
[17] Son, J., Lyssiotis, C.A., Ying, H., Wang, X., Hua, S., Ligorio, M., et al. (2013) Glutamine Supports Pancreatic Cancer Growth through a KRAS-Regulated Metabolic Pathway. Nature, 496, 101-105. [Google Scholar] [CrossRef] [PubMed]
[18] Mullen, P.J., Yu, R., Longo, J., Archer, M.C. and Penn, L.Z. (2016) The Interplay between Cell Signalling and the Mevalonate Pathway in Cancer. Nature Reviews Cancer, 16, 718-731. [Google Scholar] [CrossRef] [PubMed]
[19] Metallo, C.M., Gameiro, P.A., Bell, E.L., Mattaini, K.R., Yang, J., Hiller, K., et al. (2011) Reductive Glutamine Metabolism by IDH1 Mediates Lipogenesis under Hypoxia. Nature, 481, 380-384. [Google Scholar] [CrossRef] [PubMed]
[20] Wang, Y., Bai, C., Ruan, Y., Liu, M., Chu, Q., Qiu, L., et al. (2019) Coordinative Metabolism of Glutamine Carbon and Nitrogen in Proliferating Cancer Cells under Hypoxia. Nature Communications, 10, Article No. 201. [Google Scholar] [CrossRef] [PubMed]
[21] Sandoval, J., Heyn, H., Moran, S., Serra-Musach, J., Pujana, M.A., Bibikova, M., et al. (2011) Validation of a DNA Methylation Microarray for 450,000 CpG Sites in the Human Genome. Epigenetics, 6, 692-702. [Google Scholar] [CrossRef] [PubMed]
[22] Shenoy, N., Vallumsetla, N., Zou, Y., Galeas, J.N., Shrivastava, M., Hu, C., et al. (2015) Role of DNA Methylation in Renal Cell Carcinoma. Journal of Hematology & Oncology, 8, Article No. 88. [Google Scholar] [CrossRef] [PubMed]
[23] Sato, Y., Yoshizato, T., Shiraishi, Y., Maekawa, S., Okuno, Y., Kamura, T., et al. (2013) Integrated Molecular Analysis of Clear-Cell Renal Cell Carcinoma. Nature Genetics, 45, 860-867. [Google Scholar] [CrossRef] [PubMed]
[24] Lin, Y.L., Wang, Y.P., Li, H.Z. and Zhang, X. (2017) Aberrant Promoter Methylation of PCDH17 (Protocadherin 17) in Serum and Its Clinical Significance in Renal Cell Carcinoma. Medical Science Monitor, 23, 3318-3323. [Google Scholar] [CrossRef] [PubMed]
[25] Jung, M., Ellinger, J., Gevensleben, H., Syring, I., Lüders, C., de Vos, L., et al. (2019) Cell-Free SHOX2 DNA Methylation in Blood as a Molecular Staging Parameter for Risk Stratification in Renal Cell Carcinoma Patients: A Prospective Observational Cohort Study. Clinical Chemistry, 65, 559-568. [Google Scholar] [CrossRef] [PubMed]
[26] Berger, S.L. (2002) Histone Modifications in Transcriptional Regulation. Current Opinion in Genetics & Development, 12, 142-148. [Google Scholar] [CrossRef] [PubMed]
[27] Yang, Q., Zhou, Z., Li, L., Lu, R., Hou, G., Huang, C., et al. (2025) The NEXT Complex Regulates H3K27me3 Levels to Affect Cancer Progression by Degrading G4/U-Rich lncRNAs. Nucleic Acids Research, 53, gkaf107. [Google Scholar] [CrossRef] [PubMed]
[28] Bartel, D.P. (2009) MicroRNAs: Target Recognition and Regulatory Functions. Cell, 136, 215-233. [Google Scholar] [CrossRef] [PubMed]
[29] Bera, A., Das, F., Ghosh-Choudhury, N., Kasinath, B.S., Abboud, H.E. and Choudhury, G.G. (2014) microRNA-21-induced Dissociation of PDCD4 from Rictor Contributes to Akt-IKKβ-mTORC1 Axis to Regulate Renal Cancer Cell Invasion. Experimental Cell Research, 328, 99-117. [Google Scholar] [CrossRef] [PubMed]
[30] Yamada, Y., Nohata, N., Uchida, A., Kato, M., Arai, T., Moriya, S., et al. (2020) Replisome Genes Regulation by Antitumor miR‐101‐5p in Clear Cell Renal Cell Carcinoma. Cancer Science, 111, 1392-1406. [Google Scholar] [CrossRef] [PubMed]
[31] Dong, Y., Gao, Y., Xie, T., Liu, H., Zhan, X. and Xu, Y. (2021) miR-101-3p Serves as a Tumor Suppressor for Renal Cell Carcinoma and Inhibits Its Invasion and Metastasis by Targeting EZH2. BioMed Research International, 2021, Article ID: 9950749. [Google Scholar] [CrossRef] [PubMed]
[32] Davalos, V., Moutinho, C., Villanueva, A., Boque, R., Silva, P., Carneiro, F., et al. (2011) Dynamic Epigenetic Regulation of the microRNA-200 Family Mediates Epithelial and Mesenchymal Transitions in Human Tumorigenesis. Oncogene, 31, 2062-2074. [Google Scholar] [CrossRef] [PubMed]
[33] Xiao, J., Feng, S., Wang, X., Long, K., Luo, Y., Wang, Y., et al. (2018) Identification of Exosome-Like Nanoparticle-Derived microRNAs from 11 Edible Fruits and Vegetables. PeerJ, 6, e5186. [Google Scholar] [CrossRef] [PubMed]
[34] Hirata, H., Hinoda, Y., Shahryari, V., Deng, G., Nakajima, K., Tabatabai, Z.L., et al. (2015) Long Noncoding RNA MALAT1 Promotes Aggressive Renal Cell Carcinoma through Ezh2 and Interacts with miR-205. Cancer Research, 75, 1322-1331. [Google Scholar] [CrossRef] [PubMed]
[35] Chiyomaru, T., Fukuhara, S., Saini, S., Majid, S., Deng, G., Shahryari, V., et al. (2014) Long Non-Coding RNA HOTAIR Is Targeted and Regulated by miR-141 in Human Cancer Cells. Journal of Biological Chemistry, 289, 12550-12565. [Google Scholar] [CrossRef] [PubMed]
[36] Chevrier, S., Levine, J.H., Zanotelli, V.R.T., Silina, K., Schulz, D., Bacac, M., et al. (2017) An Immune Atlas of Clear Cell Renal Cell Carcinoma. Cell, 169, 736-749.e18. [Google Scholar] [CrossRef] [PubMed]
[37] Braun, D.A., Street, K., Burke, K.P., Cookmeyer, D.L., Denize, T., Pedersen, C.B., et al. (2021) Progressive Immune Dysfunction with Advancing Disease Stage in Renal Cell Carcinoma. Cancer Cell, 39, 632-648.e8. [Google Scholar] [CrossRef] [PubMed]
[38] Pichler, R., Siska, P.J., Tymoszuk, P., Martowicz, A., Untergasser, G., Mayr, R., et al. (2023) A Chemokine Network of T Cell Exhaustion and Metabolic Reprogramming in Renal Cell Carcinoma. Frontiers in Immunology, 14, Article ID: 1095195. [Google Scholar] [CrossRef] [PubMed]
[39] Fridman, W.H., Pagès, F., Sautès-Fridman, C. and Galon, J. (2012) The Immune Contexture in Human Tumours: Impact on Clinical Outcome. Nature Reviews Cancer, 12, 298-306. [Google Scholar] [CrossRef] [PubMed]
[40] Tian, Y., Wei, Y., Liu, H., Shang, H., Xu, Y., Wu, T., et al. (2021) Significance of CD8+ T Cell Infiltration-Related Biomarkers and the Corresponding Prediction Model for the Prognosis of Kidney Renal Clear Cell Carcinoma. Aging, 13, 22912-22933. [Google Scholar] [CrossRef] [PubMed]
[41] Yang, G., Cheng, J., Xu, J., Shen, C., Lu, X., He, C., et al. (2024) Metabolic Heterogeneity in Clear Cell Renal Cell Carcinoma Revealed by Single-Cell RNA Sequencing and Spatial Transcriptomics. Journal of Translational Medicine, 22, Article No. 210. [Google Scholar] [CrossRef] [PubMed]
[42] Ning, K., Peng, Y., Jiang, Y., Li, Z., Luo, X., Lin, L., et al. (2023) Sex Differences in Renal Cell Carcinoma: A Single-Cell Analysis Reveals Exhausted CD8+ T-Cells Highly Infiltrated in Males. Biology of Sex Differences, 14, Article No. 58. [Google Scholar] [CrossRef] [PubMed]
[43] Shi, Y., Zhang, Q., Bi, H., Lu, M., Tan, Y., Zou, D., et al. (2022) Decoding the Multicellular Ecosystem of Vena Caval Tumor Thrombus in Clear Cell Renal Cell Carcinoma by Single-Cell RNA Sequencing. Genome Biology, 23, Article No. 87. [Google Scholar] [CrossRef] [PubMed]
[44] Cheng, J., Xiao, Y., Peng, T., Zhang, Z., Qin, Y., Wang, Y., et al. (2025) ETV7 Limits the Antiviral and Antitumor Efficacy of CD8+ T Cells by Diverting Their Fate toward Exhaustion. Nature Cancer, 6, 338-356. [Google Scholar] [CrossRef] [PubMed]
[45] Yan, Y., Huang, L., Liu, Y., Yi, M., Chu, Q., Jiao, D., et al. (2022) Metabolic Profiles of Regulatory T Cells and Their Adaptations to the Tumor Microenvironment: Implications for Antitumor Immunity. Journal of Hematology & Oncology, 15, Article No. 104. [Google Scholar] [CrossRef] [PubMed]
[46] Sasidharan Nair, V. and Elkord, E. (2017) Immune Checkpoint Inhibitors in Cancer Therapy: A Focus on T‐Regulatory Cells. Immunology & Cell Biology, 96, 21-33. [Google Scholar] [CrossRef] [PubMed]
[47] Imianowski, C.J., Chen, Q., Workman, C.J. and Vignali, D.A.A. (2025) Regulatory T Cells in the Tumour Microenvironment. Nature Reviews Cancer, 25, 703-722. [Google Scholar] [CrossRef] [PubMed]
[48] Ma, J., Wu, Y., Ma, L., Yang, X., Zhang, T., Song, G., et al. (2024) A Blueprint for Tumor-Infiltrating B Cells across Human Cancers. Science, 384, eadj4857. [Google Scholar] [CrossRef] [PubMed]
[49] Michaud, D., Steward, C.R., Mirlekar, B. and Pylayeva‐Gupta, Y. (2020) Regulatory B Cells in Cancer. Immunological Reviews, 299, 74-92. [Google Scholar] [CrossRef] [PubMed]
[50] Shi, X., Cheng, X., Jiang, A., Shi, W., Zhu, L., Mou, W., et al. (2024) Immune Checkpoints in B Cells: Unlocking New Potentials in Cancer Treatment. Advanced Science, 11, e2403423. [Google Scholar] [CrossRef] [PubMed]
[51] Shen, H., Liu, J., Chen, S., Ma, X., Ying, Y., Li, J., et al. (2021) Prognostic Value of Tumor-Associated Macrophages in Clear Cell Renal Cell Carcinoma: A Systematic Review and Meta-Analysis. Frontiers in Oncology, 11, Article ID: 657318. [Google Scholar] [CrossRef] [PubMed]
[52] Xu, L., Zhu, Y., Chen, L., An, H., Zhang, W., Wang, G., et al. (2014) Prognostic Value of Diametrically Polarized Tumor-Associated Macrophages in Renal Cell Carcinoma. Annals of Surgical Oncology, 21, 3142-3150. [Google Scholar] [CrossRef] [PubMed]
[53] Liu, H., Lv, Z., Zhang, G., Yan, Z., Bai, S., Dong, D., et al. (2024) Molecular Understanding and Clinical Aspects of Tumor-Associated Macrophages in the Immunotherapy of Renal Cell Carcinoma. Journal of Experimental & Clinical Cancer Research, 43, 242.
[54] Xu, J., Ding, L., Mei, J., Hu, Y., Kong, X., Dai, S., et al. (2025) Dual Roles and Therapeutic Targeting of Tumor-Associated Macrophages in Tumor Microenvironments. Signal Transduction and Targeted Therapy, 10, Article No. 268. [Google Scholar] [CrossRef] [PubMed]
[55] Kovaleva, O.V., Samoilova, D.V., Shitova, M.S. and Gratchev, A. (2016) Tumor Associated Macrophages in Kidney Cancer. Analytical Cellular Pathology, 2016, Article ID: 9307549. [Google Scholar] [CrossRef] [PubMed]
[56] Sadhukhan, P. and Seiwert, T.Y. (2023) The Role of Macrophages in the Tumor Microenvironment and Tumor Metabolism. Seminars in Immunopathology, 45, 187-201. [Google Scholar] [CrossRef] [PubMed]
[57] Jiang, Y., Nie, D., Hu, Z., Zhang, C., Chang, L., Li, Y., et al. (2024) Macrophage‐Derived Nanosponges Adsorb Cytokines and Modulate Macrophage Polarization for Renal Cell Carcinoma Immunotherapy. Advanced Healthcare Materials, 13, e2400303. [Google Scholar] [CrossRef] [PubMed]
[58] Groth, C., Hu, X., Weber, R., Fleming, V., Altevogt, P., Utikal, J., et al. (2018) Immunosuppression Mediated by Myeloid-Derived Suppressor Cells (MDSCs) during Tumour Progression. British Journal of Cancer, 120, 16-25. [Google Scholar] [CrossRef] [PubMed]
[59] Lin, S., Zhang, X., Huang, G., Cheng, L., Lv, J., Zheng, D., et al. (2021) Myeloid-Derived Suppressor Cells Promote Lung Cancer Metastasis by CCL11 to Activate ERK and AKT Signaling and Induce Epithelial-Mesenchymal Transition in Tumor Cells. Oncogene, 40, 1476-1489. [Google Scholar] [CrossRef] [PubMed]
[60] Terrén, I., Orrantia, A., Mikelez-Alonso, I., Vitallé, J., Zenarruzabeitia, O. and Borrego, F. (2020) NK Cell-Based Immunotherapy in Renal Cell Carcinoma. Cancers, 12, Article No. 316. [Google Scholar] [CrossRef] [PubMed]
[61] Giraldo, N.A., Becht, E., Pagès, F., Skliris, G., Verkarre, V., Vano, Y., et al. (2015) Orchestration and Prognostic Significance of Immune Checkpoints in the Microenvironment of Primary and Metastatic Renal Cell Cancer. Clinical Cancer Research, 21, 3031-3040. [Google Scholar] [CrossRef] [PubMed]
[62] Remark, R., Alifano, M., Cremer, I., Lupo, A., Dieu-Nosjean, M., Riquet, M., et al. (2013) Characteristics and Clinical Impacts of the Immune Environments in Colorectal and Renal Cell Carcinoma Lung Metastases: Influence of Tumor Origin. Clinical Cancer Research, 19, 4079-4091. [Google Scholar] [CrossRef] [PubMed]
[63] Núñez, S.Y., Trotta, A., Regge, M.V., Amarilla, M.S., Secchiari, F., Sierra, J.M., et al. (2024) Tumor‐Associated Macrophages Impair NK Cell IFN-γ Production and Contribute to Tumor Progression in Clear Cell Renal Cell Carcinoma. European Journal of Immunology, 54, e2350878. [Google Scholar] [CrossRef] [PubMed]
[64] Errarte, P., Larrinaga, G. and López, J.I. (2020) The Role of Cancer-Associated Fibroblasts in Renal Cell Carcinoma. An Example of Tumor Modulation through Tumor/Non-Tumor Cell Interactions. Journal of Advanced Research, 21, 103-108. [Google Scholar] [CrossRef] [PubMed]
[65] Yang, Y., Qiang, C., Jie, Z., Ce, H., Yan, H., Xiu-bin, L., et al. (2025) Exosomes Derived from ccRCC Cells Confers Fibroblasts Activation to Foster Tumor Progression through Warburg Effect by Downregulating PANK3. Cell Death Discovery, 11, Article No. 198. [Google Scholar] [CrossRef] [PubMed]
[66] Yang, R., Xie, L., Wang, R., Li, Y., Lu, Y., Liu, B., et al. (2025) Integration of Single-Nuclei and Spatial Transcriptomics to Decipher Tumor Phenotype Predictive of Relapse-Free Survival in Wilms Tumor. Frontiers in Immunology, 16, Article ID: 1539897. [Google Scholar] [CrossRef] [PubMed]
[67] Warli, S.M., Putrantyo, I.I. and Laksmi, L.I. (2023) Correlation between Tumor-Associated Collagen Signature and Fibroblast Activation Protein Expression with Prognosis of Clear Cell Renal Cell Carcinoma Patient. World Journal of Oncology, 14, 145-149. [Google Scholar] [CrossRef] [PubMed]
[68] Monteran, L. and Erez, N. (2019) The Dark Side of Fibroblasts: Cancer-Associated Fibroblasts as Mediators of Immunosuppression in the Tumor Microenvironment. Frontiers in Immunology, 10, Article No. 1835. [Google Scholar] [CrossRef] [PubMed]
[69] Zhang, X., Meng, T., Cui, S., Liu, D., Pang, Q. and Wang, P. (2022) Roles of Ubiquitination in the Crosstalk between Tumors and the Tumor Microenvironment (Review). International Journal of Oncology, 61, Article No. 84. [Google Scholar] [CrossRef] [PubMed]
[70] Galbo, P.M., Zang, X. and Zheng, D. (2021) Molecular Features of Cancer-Associated Fibroblast Subtypes and Their Implication on Cancer Pathogenesis, Prognosis, and Immunotherapy Resistance. Clinical Cancer Research, 27, 2636-2647. [Google Scholar] [CrossRef] [PubMed]
[71] Zhang, B., Zhang, Z., Gao, J., Lu, S., Pang, R., Li, D., et al. (2025) Targeting FAK Improves the Tumor Uptake of Antibody-Drug Conjugates to Strengthen the Anti-Cancer Responses. iScience, 28, Article ID: 111536. [Google Scholar] [CrossRef] [PubMed]
[72] Lugano, R., Ramachandran, M. and Dimberg, A. (2019) Tumor Angiogenesis: Causes, Consequences, Challenges and Opportunities. Cellular and Molecular Life Sciences, 77, 1745-1770. [Google Scholar] [CrossRef] [PubMed]
[73] Varshney, N., Kebede, A.A., Owusu-Dapaah, H., Lather, J., Kaushik, M. and Bhullar, J.S. (2017) A Review of Von Hippel-Lindau Syndrome. Journal of Kidney Cancer and VHL, 4, 20-29. [Google Scholar] [CrossRef] [PubMed]
[74] Martínez-Sáez, O., Gajate Borau, P., Alonso-Gordoa, T., Molina-Cerrillo, J. and Grande, E. (2017) Targeting HIF-2 α in Clear Cell Renal Cell Carcinoma: A Promising Therapeutic Strategy. Critical Reviews in Oncology/Hematology, 111, 117-123. [Google Scholar] [CrossRef] [PubMed]
[75] Zhang, J., Lu, T., Lu, S., Ma, S., Han, D., Zhang, K., et al. (2023) Single-Cell Analysis of Multiple Cancer Types Reveals Differences in Endothelial Cells between Tumors and Normal Tissues. Computational and Structural Biotechnology Journal, 21, 665-676. [Google Scholar] [CrossRef] [PubMed]
[76] Schödel, J., Grampp, S., Maher, E.R., Moch, H., Ratcliffe, P.J., Russo, P., et al. (2016) Hypoxia, Hypoxia-Inducible Transcription Factors, and Renal Cancer. European Urology, 69, 646-657. [Google Scholar] [CrossRef] [PubMed]
[77] Xie, D., Li, G., Zheng, Z., Zhang, X., Wang, S., Jiang, B., et al. (2025) The Molecular Code of Kidney Cancer: A Path of Discovery for Gene Mutation and Precision Therapy. Molecular Aspects of Medicine, 101, Article ID: 101335. [Google Scholar] [CrossRef] [PubMed]
[78] Gau, D., Daoud, A., Allen, A., Joy, M., Sagan, A., Lee, S., et al. (2023) Vascular Endothelial Profilin-1 Drives a Protumorigenic Tumor Microenvironment and Tumor Progression in Renal Cancer. Journal of Biological Chemistry, 299, Article ID: 105044. [Google Scholar] [CrossRef] [PubMed]
[79] Elbanna, M., Orillion, A.R., Damayanti, N.P., Adelaiye-Ogala, R., Shen, L., Miles, K.M., et al. (2020) Dual Inhibition of Angiopoietin-Tie2 and MEt Alters the Tumor Microenvironment and Prolongs Survival in a Metastatic Model of Renal Cell Carcinoma. Molecular Cancer Therapeutics, 19, 147-156. [Google Scholar] [CrossRef] [PubMed]
[80] Majewska, A., Brodaczewska, K., Filipiak-Duliban, A., Kajdasz, A. and Kieda, C. (2022) miRNA Pattern in Hypoxic Microenvironment of Kidney Cancer—Role of PTEN. Biomolecules, 12, Article No. 686. [Google Scholar] [CrossRef] [PubMed]
[81] Zeng, Q., Mousa, M., Nadukkandy, A.S., Franssens, L., Alnaqbi, H., Alshamsi, F.Y., et al. (2023) Understanding Tumour Endothelial Cell Heterogeneity and Function from Single-Cell Omics. Nature Reviews Cancer, 23, 544-564. [Google Scholar] [CrossRef] [PubMed]
[82] Lin, H., Fu, L., Li, P., Zhu, J., Xu, Q., Wang, Y., et al. (2023) Fatty Acids Metabolism Affects the Therapeutic Effect of Anti-PD-1/PD-L1 in Tumor Immune Microenvironment in Clear Cell Renal Cell Carcinoma. Journal of Translational Medicine, 21, Article No. 343. [Google Scholar] [CrossRef] [PubMed]
[83] Petersen, E.V., Chudakova, D.A., Skorova, E.Y., Anikin, V., Reshetov, I.V. and Mynbaev, O.A. (2020) The Extracellular Matrix-Derived Biomarkers for Diagnosis, Prognosis, and Personalized Therapy of Malignant Tumors. Frontiers in Oncology, 10, Article ID: 575569. [Google Scholar] [CrossRef] [PubMed]
[84] Zhu, M., Li, W., Dong, X., Yuan, X., Midgley, A.C., Chang, H., et al. (2019) In Vivo Engineered Extracellular Matrix Scaffolds with Instructive Niches for Oriented Tissue Regeneration. Nature Communications, 10, Article No. 4620. [Google Scholar] [CrossRef] [PubMed]
[85] Wang, M., Zhao, Y., Xu, K., Liu, C., Zhong, H., Wu, Y., et al. (2025) Cancer-Associated Fibroblasts in Clear Cell Renal Cell Carcinoma: Functional Heterogeneity, Tumor Microenvironment Crosstalk, and Therapeutic Opportunities. Frontiers in Immunology, 16, Article ID: 1617968. [Google Scholar] [CrossRef] [PubMed]
[86] Mayorca-Guiliani, A.E., Leeming, D.J., Henriksen, K., Mortensen, J.H., Nielsen, S.H., Anstee, Q.M., et al. (2025) ECM Formation and Degradation during Fibrosis, Repair, and Regeneration. NPJ Metabolic Health and Disease, 3, Article No. 25. [Google Scholar] [CrossRef] [PubMed]
[87] Masuda, H. (2025) Cancer-Associated Fibroblasts in Cancer Drug Resistance and Cancer Progression: A Review. Cell Death Discovery, 11, Article No. 341. [Google Scholar] [CrossRef] [PubMed]
[88] Wu, S., Cao, Z., Lu, R., Zhang, Z., Sethi, G. and You, Y. (2025) Interleukin-6 (IL-6)-Associated Tumor Microenvironment Remodelling and Cancer Immunotherapy. Cytokine & Growth Factor Reviews, 85, 93-102. [Google Scholar] [CrossRef] [PubMed]
[89] Kajdaniuk, D., Hudy, D., Strzelczyk, J.K., Młynarek, K., Słomian, S., Potyka, A., et al. (2023) Transforming Growth Factors β and Their Signaling Pathway in Renal Cell Carcinoma and Peritumoral Space—Transcriptome Analysis. Clinical and Translational Oncology, 26, 1229-1239. [Google Scholar] [CrossRef] [PubMed]
[90] Zhang, Q. and Sioud, M. (2023) Tumor-associated Macrophage Subsets: Shaping Polarization and Targeting. International Journal of Molecular Sciences, 24, Article No. 7493. [Google Scholar] [CrossRef] [PubMed]
[91] Peng, K., Fu, Y. and Liang, Y. (2025) Engineering Cytokines for Tumor-Targeting and Selective T Cell Activation. Trends in Molecular Medicine, 31, 373-387. [Google Scholar] [CrossRef] [PubMed]
[92] Zhang, Y., Wang, X., Gu, Y., Liu, T., Zhao, X., Cheng, S., et al. (2025) Complement C3 of Tumor-Derived Extracellular Vesicles Promotes Metastasis of RCC via Recruitment of Immunosuppressive Myeloid Cells. Proceedings of the National Academy of Sciences, 122, e2420005122. [Google Scholar] [CrossRef] [PubMed]
[93] Wang, C., Wang, Y., Hong, T., Ye, J., Chu, C., Zuo, L., et al. (2020) Targeting a Positive Regulatory Loop in the Tumor-Macrophage Interaction Impairs the Progression of Clear Cell Renal Cell Carcinoma. Cell Death & Differentiation, 28, 932-951. [Google Scholar] [CrossRef] [PubMed]
[94] Britton, C., Poznansky, M.C. and Reeves, P. (2021) Polyfunctionality of the CXCR4/CXCL12 Axis in Health and Disease: Implications for Therapeutic Interventions in Cancer and Immune‐mediated Diseases. The FASEB Journal, 35, e21260. [Google Scholar] [CrossRef] [PubMed]
[95] Sun, B., Chen, L., Fu, H., Guo, L., Guo, H. and Zhang, N. (2015) Upregulation of RICTOR Gene Transcription by the Proinflammatory Cytokines through NF-κB Pathway Contributes to the Metastasis of Renal Cell Carcinoma. Tumor Biology, 37, 4457-4466. [Google Scholar] [CrossRef] [PubMed]
[96] Wang, Y., Wang, Y., Liu, B., Gao, X., Li, Y., Li, F., et al. (2023) Mapping the Tumor Microenvironment in Clear Cell Renal Carcinoma by Single-Cell Transcriptome Analysis. Frontiers in Genetics, 14, Article ID: 1207233. [Google Scholar] [CrossRef] [PubMed]
[97] Waibl Polania, J., Hoyt-Miggelbrink, A., Tomaszewski, W.H., Wachsmuth, L.P., Lorrey, S.J., Wilkinson, D.S., et al. (2025) Antigen Presentation by Tumor-Associated Macrophages Drives T Cells from a Progenitor Exhaustion State to Terminal Exhaustion. Immunity, 58, 232-246.e6. [Google Scholar] [CrossRef] [PubMed]
[98] Scott, M.C., Steier, Z., Pierson, M.J., Stolley, J.M., O’Flanagan, S.D., Soerens, A.G., et al. (2025) Deep Profiling Deconstructs Features Associated with Memory CD8+ T Cell Tissue Residence. Immunity, 58, 162-181.e10. [Google Scholar] [CrossRef] [PubMed]
[99] Reina-Campos, M., Monell, A., Ferry, A., Luna, V., Cheung, K.P., Galletti, G., et al. (2025) Tissue-Resident Memory CD8 T Cell Diversity Is Spatiotemporally Imprinted. Nature, 639, 483-492. [Google Scholar] [CrossRef] [PubMed]
[100] Wang, J., Zhu, N., Su, X., Gao, Y. and Yang, R. (2024) Novel Tumor-Associated Macrophage Populations and Subpopulations by Single Cell RNA Sequencing. Frontiers in Immunology, 14, Article ID: 1264774. [Google Scholar] [CrossRef] [PubMed]
[101] Ferrara, N. and Adamis, A.P. (2016) Ten Years of Anti-Vascular Endothelial Growth Factor Therapy. Nature Reviews Drug Discovery, 15, 385-403. [Google Scholar] [CrossRef] [PubMed]
[102] Kampan, N.C., Xiang, S.D., McNally, O.M., Stephens, A.N., Quinn, M.A. and Plebanski, M. (2018) Immunotherapeutic Interleukin-6 or Interleukin-6 Receptor Blockade in Cancer: Challenges and Opportunities. Current Medicinal Chemistry, 25, 4785-4806. [Google Scholar] [CrossRef] [PubMed]
[103] Zhu, Z., Jin, Y., Zhou, J., Chen, F., Chen, M., Gao, Z., et al. (2024) PD1/PD-L1 Blockade in Clear Cell Renal Cell Carcinoma: Mechanistic Insights, Clinical Efficacy, and Future Perspectives. Molecular Cancer, 23, Article No. 146. [Google Scholar] [CrossRef] [PubMed]
[104] Chennamadhavuni, A., Abushahin, L., Jin, N., Presley, C.J. and Manne, A. (2022) Risk Factors and Biomarkers for Immune-Related Adverse Events: A Practical Guide to Identifying High-Risk Patients and Rechallenging Immune Checkpoint Inhibitors. Frontiers in Immunology, 13, Article ID: 779691. [Google Scholar] [CrossRef] [PubMed]
[105] Palucka, K. and Banchereau, J. (2012) Cancer Immunotherapy via Dendritic Cells. Nature Reviews Cancer, 12, 265-277. [Google Scholar] [CrossRef] [PubMed]
[106] Liao, C., Hu, L. and Zhang, Q. (2024) Von Hippel-Lindau Protein Signalling in Clear Cell Renal Cell Carcinoma. Nature Reviews Urology, 21, 662-675. [Google Scholar] [CrossRef] [PubMed]
[107] Hashmi, F., Mollapour, M., Bratslavsky, G. and Bourboulia, D. (2021) MMPs, Tyrosine Kinase Signaling and Extracellular Matrix Proteolysis in Kidney Cancer. Urologic Oncology: Seminars and Original Investigations, 39, 316-321. [Google Scholar] [CrossRef] [PubMed]
[108] Lin, S., Zheng, L., Lu, Y., Xia, Q., Zhou, P. and Liu, Z. (2020) Comprehensive Analysis on the Expression Levels and Prognostic Values of LOX Family Genes in Kidney Renal Clear Cell Carcinoma. Cancer Medicine, 9, 8624-8638. [Google Scholar] [CrossRef] [PubMed]
[109] Rautiola, J., Lampinen, A., Mirtti, T., Ristimäki, A., Joensuu, H., Bono, P., et al. (2016) Association of Angiopoietin-2 and Ki-67 Expression with Vascular Density and Sunitinib Response in Metastatic Renal Cell Carcinoma. PLOS ONE, 11, e0153745. [Google Scholar] [CrossRef] [PubMed]
[110] Hasanov, E., Gao, J. and Tannir, N.M. (2020) The Immunotherapy Revolution in Kidney Cancer Treatment: Scientific Rationale and First-Generation Results. The Cancer Journal, 26, 419-431. [Google Scholar] [CrossRef] [PubMed]
[111] Voss, M.H. and Motzer, R.J. (2024) Adjuvant Immunotherapy for Kidney Cancer—A New Strategy with New Challenges. New England Journal of Medicine, 390, 1432-1433. [Google Scholar] [CrossRef] [PubMed]
[112] Kejamurthy, P. and Devi, K.T.R. (2023) Immune Checkpoint Inhibitors and Cancer Immunotherapy by Aptamers: An Overview. Medical Oncology, 41, Article No. 40. [Google Scholar] [CrossRef] [PubMed]
[113] Xu, W., Atkins, M.B. and McDermott, D.F. (2020) Checkpoint Inhibitor Immunotherapy in Kidney Cancer. Nature Reviews Urology, 17, 137-150. [Google Scholar] [CrossRef] [PubMed]
[114] Motzer, R.J., Escudier, B., George, S., Hammers, H.J., Srinivas, S., Tykodi, S.S., et al. (2020) Nivolumab versus Everolimus in Patients with Advanced Renal Cell Carcinoma: Updated Results with Long‐Term Follow‐Up of the Randomized, Open‐Label, Phase 3 CheckMate 025 Trial. Cancer, 126, 4156-4167. [Google Scholar] [CrossRef] [PubMed]
[115] Plimack, E.R., Powles, T., Stus, V., Gafanov, R., Nosov, D., Waddell, T., et al. (2023) Pembrolizumab plus Axitinib versus Sunitinib as First-Line Treatment of Advanced Renal Cell Carcinoma: 43-Month Follow-Up of the Phase 3 KEYNOTE-426 Study. European Urology, 84, 449-454. [Google Scholar] [CrossRef] [PubMed]
[116] Bi, K., He, M.X., Bakouny, Z., Kanodia, A., Napolitano, S., Wu, J., et al. (2025) Tumor and Immune Reprogramming during Immunotherapy in Advanced Renal Cell Carcinoma. Cancer Cell, 43, 1177-1179. [Google Scholar] [CrossRef] [PubMed]
[117] Zhang, Y., Narayanan, S.P., Mannan, R., Raskind, G., Wang, X., Vats, P., et al. (2021) Single-Cell Analyses of Renal Cell Cancers Reveal Insights into Tumor Microenvironment, Cell of Origin, and Therapy Response. Proceedings of the National Academy of Sciences, 118, e2103240118. [Google Scholar] [CrossRef] [PubMed]
[118] Roy, A.M. and George, S. (2023) Management of Immune-Mediated Toxicities and Their Implications in the Outcomes of Advanced Kidney Cancer. Immunotherapy, 15, 397-400. [Google Scholar] [CrossRef] [PubMed]
[119] Rosellini, M., Marchetti, A., Mollica, V., Rizzo, A., Santoni, M. and Massari, F. (2022) Prognostic and Predictive Biomarkers for Immunotherapy in Advanced Renal Cell Carcinoma. Nature Reviews Urology, 20, 133-157. [Google Scholar] [CrossRef] [PubMed]
[120] Mou, W., Deng, Z., Zhu, L., Jiang, A., Lin, A., Xu, L., et al. (2025) Intratumoral Mycobiome Heterogeneity Influences the Tumor Microenvironment and Immunotherapy Outcomes in Renal Cell Carcinoma. Science Advances, 11, eadu1727. [Google Scholar] [CrossRef] [PubMed]
[121] Chen, Y., Wang, L., Panian, J., Dhanji, S., Derweesh, I., Rose, B., et al. (2023) Treatment Landscape of Renal Cell Carcinoma. Current Treatment Options in Oncology, 24, 1889-1916. [Google Scholar] [CrossRef] [PubMed]
[122] Tannir, N.M., Albigès, L., McDermott, D.F., Burotto, M., Choueiri, T.K., Hammers, H.J., et al. (2024) Nivolumab plus Ipilimumab versus Sunitinib for First-Line Treatment of Advanced Renal Cell Carcinoma: Extended 8-Year Follow-Up Results of Efficacy and Safety from the Phase III CheckMate 214 Trial. Annals of Oncology, 35, 1026-1038. [Google Scholar] [CrossRef] [PubMed]
[123] Li, F., Aljahdali, I.A.M., Zhang, R., Nastiuk, K.L., Krolewski, J.J. and Ling, X. (2021) Kidney Cancer Biomarkers and Targets for Therapeutics: Survivin (BIRC5), XIAP, MCL-1, Hif1α, Hif2α, NRF2, MDM2, MDM4, P53, KRAS and AKT in Renal Cell Carcinoma. Journal of Experimental & Clinical Cancer Research, 40, Article No. 254. [Google Scholar] [CrossRef] [PubMed]
[124] Jiang, Q., Braun, D.A., Clauser, K.R., Ramesh, V., Shirole, N.H., Duke-Cohan, J.E., et al. (2025) HIF Regulates Multiple Translated Endogenous Retroviruses: Implications for Cancer Immunotherapy. Cell, 188, 1807-1827.e34. [Google Scholar] [CrossRef] [PubMed]
[125] Yang, J., Butti, R., Cohn, S., Toffessi-Tcheuyap, V., Mal, A., Nguyen, M., et al. (2024) Unconventional Mechanism of Action and Resistance to Rapalogs in Renal Cancer. Proceedings of the National Academy of Sciences, 121, e2310793121. [Google Scholar] [CrossRef] [PubMed]
[126] Santagata, S., Rea, G., Bello, A.M., Capiluongo, A., Napolitano, M., Desicato, S., et al. (2024) Targeting CXCR4 Impaired T Regulatory Function through PTEN in Renal Cancer Patients. British Journal of Cancer, 130, 2016-2026. [Google Scholar] [CrossRef] [PubMed]
[127] Alcantara, M.B., Tang, W.S., Wang, D., Kaniowski, D., Kang, E., Dizman, N., et al. (2024) Targeting STAT3 in Tumor-Associated Antigen-Presenting Cells as a Strategy for Kidney and Bladder Cancer Immunotherapy. Frontiers in Immunology, 14, Article ID: 1274781. [Google Scholar] [CrossRef] [PubMed]
[128] Wang, J., Zhao, W., Zhang, Z., Liu, X., Xie, T., Wang, L., et al. (2024) A Journey of Challenges and Victories: A Bibliometric Worldview of Nanomedicine since the 21st Century. Advanced Materials, 36, e2308915. [Google Scholar] [CrossRef] [PubMed]
[129] Mao, X., Wang, G., Wang, Z., Duan, C., Wu, X. and Xu, H. (2023) Theranostic Lipid Nanoparticles for Renal Cell Carcinoma. Advanced Materials, 37, e2306246. [Google Scholar] [CrossRef] [PubMed]
[130] Zhu, H., Sun, H., Dai, J., Hao, J. and Zhou, B. (2024) Chitosan-Based Hydrogels in Cancer Therapy: Drug and Gene Delivery, Stimuli-Responsive Carriers, Phototherapy and Immunotherapy. International Journal of Biological Macromolecules, 282, Article ID: 137047. [Google Scholar] [CrossRef] [PubMed]
[131] Shang, M., Yang, H., Yang, R., Chen, T., Fu, Y., Li, Y., et al. (2021) The Folate Cycle Enzyme MTHFD2 Induces Cancer Immune Evasion through PD-L1 Up-Regulation. Nature Communications, 12, Article No. 1940. [Google Scholar] [CrossRef] [PubMed]
[132] Basu, A., Au, C., Kommalapati, A., Kandala, H., Sudhaman, S., Mahmood, T., et al. (2024) Longitudinal Testing of Circulating Tumor DNA in Patients with Metastatic Renal Cell Carcinoma. JCO Precision Oncology, 8, e2400667. [Google Scholar] [CrossRef] [PubMed]
[133] Chehrazi-Raffle, A., Muddasani, R., Dizman, N., Hsu, J., Meza, L., Zengin, Z.B., et al. (2023) Ultrasensitive Circulating Tumor DNA Pilot Study Distinguishes Complete Response and Partial Response with Immunotherapy in Patients with Metastatic Renal Cell Carcinoma. JCO Precision Oncology, 7, e2200543. [Google Scholar] [CrossRef] [PubMed]
[134] Mahamed, R., Monchusi, B., Penny, C. and Mirza, S. (2025) Cancer-Derived Exosomes: Mediators of Immune Crosstalk and Emerging Targets for Immunotherapy. Frontiers in Immunology, 16, Article ID: 1679934. [Google Scholar] [CrossRef
[135] Zheng, S., Wang, W., Shen, L., Yao, Y., Xia, W. and Ni, C. (2024) Tumor Battlefield within Inflamed, Excluded or Desert Immune Phenotypes: The Mechanisms and Strategies. Experimental Hematology & Oncology, 13, Article No. 80. [Google Scholar] [CrossRef] [PubMed]
[136] Zhang, Y. and Brekken, R.A. (2022) Direct and Indirect Regulation of the Tumor Immune Microenvironment by VEGF. Journal of Leukocyte Biology, 111, 1269-1286. [Google Scholar] [CrossRef] [PubMed]
[137] Jiang, X., Xu, Y., Wu, Z., Gan, X., Zhuo, Z. and Peng, G. (2025) Single-Cell Transcriptomics Identifies SOCS3+ Exhausted T Cells as a Biomarker Facilitating Clear Cell Renal Cell Carcinoma Progression. Clinical and Experimental Medicine, 26, Article No. 7. [Google Scholar] [CrossRef
[138] Ishihara, H., Omae, K., Nemoto, Y., Mizoguchi, S., Katsurayama, N., Nakayama, T., et al. (2025) Comparison of Real-World Outcomes between Nivolumab plus Ipilimumab and Lenvatinib Plus Pembrolizumab or Nivolumab plus Cabozantinib Combination Therapies for Previously Untreated Advanced Renal Cell Carcinoma. Urologic Oncology: Seminars and Original Investigations, 43, 598.e1-598.e10. [Google Scholar] [CrossRef] [PubMed]
[139] Zhang, T. and George, D.J. (2021) Immunotherapy and Targeted-Therapy Combinations Mark a New Era of Kidney Cancer Treatment. Nature Medicine, 27, 586-588. [Google Scholar] [CrossRef] [PubMed]
[140] Choueiri, T.K., Powles, T., Albiges, L., Burotto, M., Szczylik, C., Zurawski, B., et al. (2023) Cabozantinib plus Nivolumab and Ipilimumab in Renal-Cell Carcinoma. New England Journal of Medicine, 388, 1767-1778. [Google Scholar] [CrossRef] [PubMed]
[141] Motzer, R.J., Porta, C., Eto, M., Powles, T., Grünwald, V., Hutson, T.E., et al. (2024) Lenvatinib plus Pembrolizumab versus Sunitinib in First-Line Treatment of Advanced Renal Cell Carcinoma: Final Prespecified Overall Survival Analysis of CLEAR, a Phase III Study. Journal of Clinical Oncology, 42, 1222-1228. [Google Scholar] [CrossRef] [PubMed]
[142] Choueiri, T.K., Eto, M., Motzer, R., De Giorgi, U., Buchler, T., Basappa, N.S., et al. (2023) Lenvatinib plus Pembrolizumab versus Sunitinib as First-Line Treatment of Patients with Advanced Renal Cell Carcinoma (CLEAR): Extended Follow-Up from the Phase 3, Randomised, Open-Label Study. The Lancet Oncology, 24, 228-238. [Google Scholar] [CrossRef] [PubMed]
[143] Choueiri, T.K., Merchan, J.R., Figlin, R., McDermott, D.F., Arrowsmith, E., Michaelson, M.D., et al. (2025) Belzutifan plus Cabozantinib as First-Line Treatment for Patients with Advanced Clear-Cell Renal Cell Carcinoma (LITESPARK-003): An Open-Label, Single-Arm, Phase 2 Study. The Lancet Oncology, 26, 64-73. [Google Scholar] [CrossRef] [PubMed]
[144] Fiorentino, V., Tralongo, P., Larocca, L.M., Pizzimenti, C., Martini, M. and Pierconti, F. (2023) First-Line ICIs in Renal Cell Carcinoma. Human Vaccines & Immunotherapeutics, 19, Article ID: 2225386. [Google Scholar] [CrossRef] [PubMed]
[145] Ishihara, H., Fukuda, H., Mizoguchi, Y., Yamashita, M., Aoki, K., Ishiyama, R., et al. (2025) Sex Differences in Immunotherapy Outcomes and Tumor-Infiltrating Immune Cell Profiles in Patients with Advanced Renal Cell Carcinoma. Cancer Immunology, Immunotherapy, 74, Article No. 51. [Google Scholar] [CrossRef] [PubMed]
[146] Brudno, J.N., Maus, M.V. and Hinrichs, C.S. (2024) CAR T Cells and T-Cell Therapies for Cancer: A Translational Science Review. JAMA, 332, 1924-1935. [Google Scholar] [CrossRef] [PubMed]
[147] Grünwald, V., McKay, R.R., Buchler, T., Eto, M., Park, S.H., Takagi, T., et al. (2024) Clinical Outcomes by Baseline Metastases in Patients with Renal Cell Carcinoma Treated with Lenvatinib Plus Pembrolizumab versus Sunitinib: Post Hoc Analysis of the CLEAR Trial. International Journal of Cancer, 156, 1326-1335. [Google Scholar] [CrossRef] [PubMed]
[148] Curry, L. and Soleimani, M. (2024) Belzutifan: A Novel Therapeutic for the Management of Von Hippel-Lindau Disease and Beyond. Future Oncology, 20, 1251-1266. [Google Scholar] [CrossRef] [PubMed]
[149] Salgia, N.J., Khan, A., Aubrecht, W.M., Twoey, G.C., Chow, J., Attwood, K., et al. (2025) Comprehensive Tumor-Immune Profiling Reveals Mediators of Paradoxical Immune Sensitivity in Sarcomatoid Renal Cell Carcinoma. Cancer Cell, 43, 2014-2033.e9. [Google Scholar] [CrossRef] [PubMed]
[150] Aldin, A., Besiroglu, B., Adams, A., Monsef, I., Piechotta, V., Tomlinson, E., et al. (2023) First-Line Therapy for Adults with Advanced Renal Cell Carcinoma: A Systematic Review and Network Meta-Analysis. Cochrane Database of Systematic Reviews, 2023, CD013798. [Google Scholar] [CrossRef] [PubMed]
[151] Lobo, A., Collins, K., Kaushal, S., Acosta, A.M., Akgul, M., Adhya, A.K., et al. (2024) Advances, Recognition, and Interpretation of Molecular Heterogeneity among Conventional and Subtype Histology of Urothelial Carcinoma (UC): A Survey among Urologic Pathologists and Comprehensive Review of the Literature. Histopathology, 85, 748-759. [Google Scholar] [CrossRef] [PubMed]
[152] Powles, T., Burotto, M., Escudier, B., Apolo, A.B., Bourlon, M.T., Shah, A.Y., et al. (2024) Nivolumab plus Cabozantinib versus Sunitinib for First-Line Treatment of Advanced Renal Cell Carcinoma: Extended Follow-Up from the Phase III Randomised Checkmate 9ER Trial. ESMO Open, 9, Article ID: 102994. [Google Scholar] [CrossRef] [PubMed]
[153] Cheng, P.S.W., Zaccaria, M. and Biffi, G. (2025) Functional Heterogeneity of Fibroblasts in Primary Tumors and Metastases. Trends in Cancer, 11, 135-153. [Google Scholar] [CrossRef] [PubMed]
[154] Saliby, R.M., Labaki, C., Jammihal, T.R., Xie, W., Sun, M., Shah, V., et al. (2024) Impact of Renal Cell Carcinoma Molecular Subtypes on Immunotherapy and Targeted Therapy Outcomes. Cancer Cell, 42, 732-735. [Google Scholar] [CrossRef] [PubMed]
[155] Dubrot, J., Lane-Reticker, S.K., Kessler, E.A., Ayer, A., Mishra, G., Wolfe, C.H., et al. (2021) In Vivo Screens Using a Selective CRISPR Antigen Removal Lentiviral Vector System Reveal Immune Dependencies in Renal Cell Carcinoma. Immunity, 54, 571-585.e6. [Google Scholar] [CrossRef] [PubMed]