Abstract
Prostate cancer is one of the malignancies affecting men and contributes significantly to their increased mortality rates. Understanding the molecular mechanisms underlying the initiation and progression of prostate cancer is important for identifying potential drug targets. Here we showed that metalloproteinase TLL1 was positively associated with prostate cancer aggressiveness. Mechanistically, TLL1 promoted prostate cancer cells migration and metastasis through cleaving latent TGF-β1 to activate TGF-β signaling pathway. Moreover, LINC01179 interacted with Miz1 to attenuate TLL1 expression and LINC01179 impaired prostate cancer cell proliferation and migration ability by suppressing TLL1 expression to deactivate TGF-β signaling activity. Meanwhile, we observed that TLL1 increased the expression of PD-L1 by activating TGF-β signaling pathway and TLL1 depletion enhanced the antitumor efficacy by anti-PD-1 antibody via augmenting the infiltration proportions of CD8+ T cells in tumors. In addition, T cell-specific overexpression of TLL1 disrupted T cell development in the thymus. TLL1 overexpression in T cells accelerated RM-1 prostate tumor growth in mice by decreasing the infiltration of CD8+ T cells into tumors. Collectively, our results revealed that TLL1 may be a potential therapeutic target to alter prostate cancer progression.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 50 print issues and online access
$259.00 per year
only $5.18 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to the full article PDF.
USD 39.95
Prices may be subject to local taxes which are calculated during checkout








Similar content being viewed by others
Data availability
All data generated or analyzed during this study are included in this article and Supplementary information.
References
Tilki D, Schaeffer EM, Evans CP. Understanding mechanisms of resistance in metastatic castration-resistant prostate cancer: The role of the androgen receptor. Eur Urol Focus. 2016;2:499–505.
Song B, Park SH, Zhao JC, Fong KW, Li S, Lee Y, et al. Targeting FOXA1-mediated repression of TGF-β signaling suppresses castration-resistant prostate cancer progression. J Clin Investig. 2019;129:569–82.
Wikström P, Stattin P, Franck-Lissbrant I, Damber JE, Bergh A. Transforming growth factor beta1 is associated with angiogenesis, metastasis, and poor clinical outcome in prostate cancer. Prostate. 1998;37:19–29.
Derynck R, Turley SJ, Akhurst RJ. TGFβ biology in cancer progression and immunotherapy. Nat Rev Clin Oncol. 2021;18:9–34.
Wang H, Li N, Liu Q, Guo J, Pan Q, Cheng B, et al. Antiandrogen treatment induces stromal cell reprogramming to promote castration resistance in prostate cancer. Cancer Cell. 2023;41:1345–62.e9.
Zhu ML, Partin JV, Bruckheimer EM, Strup SE, Kyprianou N. TGF-beta signaling and androgen receptor status determine apoptotic cross-talk in human prostate cancer cells. Prostate. 2008;68:287–95.
Cha JH, Chan LC, Li CW, Hsu JL, Hung MC. Mechanisms controlling PD-L1 expression in cancer. Mol Cell. 2019;76:359–70.
Sun C, Mezzadra R, Schumacher TN. Regulation and function of the PD-L1 checkpoint. Immunity. 2018;48:434–52.
Lu X, Horner JW, Paul E, Shang X, Troncoso P, Deng P, et al. Effective combinatorial immunotherapy for castration-resistant prostate cancer. Nature. 2017;543:728–32.
Zhou X, Zou L, Liao H, Luo J, Yang T, Wu J, et al. Abrogation of HnRNP L enhances anti-PD-1 therapy efficacy via diminishing PD-L1 and promoting CD8+ T cell-mediated ferroptosis in castration-resistant prostate cancer. Acta Pharm Sin B. 2022;12:692–707.
Zhang H, Liu L, Liu J, Dang P, Hu S, Yuan W, et al. Roles of tumor-associated macrophages in anti-PD-1/PD-L1 immunotherapy for solid cancers. Mol Cancer. 2023;22:58.
Chen L, Han X. Anti–PD-1/PD-L1 therapy of human cancer: past, present, and future. J Clin Investig. 2015;125:3384–91.
Liu J, Zheng Q, Mu X, Zuo Y, Xu B, Jin Y, et al. Automated tumor proportion score analysis for PD-L1 (22C3) expression in lung squamous cell carcinoma. Sci Rep. 2021;11:15907.
Wang J, Massoudi D, Ren Y, Muir AM, Harris SE, Greenspan DS, et al. BMP1 and TLL1 are required for maintaining periodontal homeostasis. J Dent Res. 2017;96:578–85.
Eshed-Eisenbach Y, Devaux J, Vainshtein A, Golani O, Lee SJ, Feinberg K, et al. Precise spatiotemporal control of nodal Na(+) channel clustering by bone morphogenetic Protein-1/Tolloid-like proteinases. Neuron. 2020;106:806–15.e6.
Guo X, Wang XF. Signaling cross-talk between TGF-beta/BMP and other pathways. Cell Res. 2009;19:71–88.
Straign DM, Ihle CL, Provera MD, Owens P. Targeting the BMP pathway in prostate cancer induced bone disease. Front Endocrinol. 2021;12:769316.
Kiso A, Toba Y, Tsutsumi S, Deguchi S, Igai K, Koshino S, et al. Tolloid-like 1 negatively regulates hepatic differentiation of human induced pluripotent stem cells through transforming growth factor beta signaling. Hepatol Commun. 2020;4:255–67.
Odagiri H, Kadomatsu T, Endo M, Masuda T, Morioka MS, Fukuhara S, et al. The secreted protein ANGPTL2 promotes metastasis of osteosarcoma cells through integrin α5β1, p38 MAPK, and matrix metalloproteinases. Sci Signal. 2014;7:ra7.
Quinn JJ, Chang HY. Unique features of long non-coding RNA biogenesis and function. Nat Rev Genet. 2016;17:47–62.
Wen S, Wei Y, Zen C, Xiong W, Niu Y, Zhao Y. Long non-coding RNA NEAT1 promotes bone metastasis of prostate cancer through N6-methyladenosine. Mol Cancer. 2020;19:171.
Kumar S, Prajapati KS, Singh AK, Kushwaha PP, Shuaib M, Gupta S. Long non-coding RNA regulating androgen receptor signaling in breast and prostate cancer. Cancer Lett. 2021;504:15–22.
Gao P, Wei GH. Genomic insight into the role of lncrna in cancer susceptibility. Int J Mol Sci. 2017;18:1239.
Staller P, Peukert K, Kiermaier A, Seoane J, Lukas J, Karsunky H, et al. Repression of p15INK4b expression by Myc through association with Miz-1. Nat Cell Biol. 2001;3:392–29.
Seoane J, Pouponnot C, Staller P, Schader M, Eilers M, Massagué J. TGFbeta influences Myc, Miz-1 and Smad to control the CDK inhibitor p15INK4b. Nat Cell Biol. 2001;3:400–08.
Orian A, Eisenman RN. TGF-beta flips the Myc switch. Sci STKE. 2001;2001:pe1.
Dong X, Zhang Q, Hao J, Xie Q, Xu B, Zhang P, et al. Large multicohort study reveals a prostate cancer susceptibility allele at 5p15 regulating TERT via androgen signaling-orchestrated chromatin binding of E2F1 and MYC. Front Oncol. 2021;11:754206.
Gao P, Hao J, Xie Q, Han G, Xu B, Hu H, et al. PELO facilitates PLK1-induced the ubiquitination and degradation of Smad4 and promotes the progression of prostate cancer. Oncogene. 2022;41:2945–57.
Gao P, Xia J, Sipeky C, Dong X, Zhang Q, Yang Y, et al. Biology and clinical implications of the 19q13 aggressive prostate cancer susceptibility locus. Cell. 2018;174:576–89.e18.
Ge G, Greenspan DS. BMP1 controls TGFbeta1 activation via cleavage of latent TGFbeta-binding protein. J Cell Biol. 2006;175:111–20.
de Streel G, Lucas S. Targeting immunosuppression by TGF-β1 for cancer immunotherapy. Biochem Pharm. 2021;192:114697.
Mariathasan S, Turley SJ, Nickles D, Castiglioni A, Yuen K, Wang Y, et al. TGFβ attenuates tumour response to PD-L1 blockade by contributing to exclusion of T cells. Nature. 2018;554:544–48.
Zhu D, Xu R, Huang X, Tang Z, Tian Y, Zhang J, et al. Deubiquitinating enzyme OTUB1 promotes cancer cell immunosuppression via preventing ER-associated degradation of immune checkpoint protein PD-L1. Cell Death Differ. 2020;28:1773–89.
Pan J, Qiao Y, Chen C, Zang H, Zhang X, Qi F, et al. USP5 facilitates non-small cell lung cancer progression through stabilization of PD-L1. Cell Death Dis. 2021;12:1051.
Wang Y, Sun Q, Mu N, Sun X, Wang Y, Fan S, et al. The deubiquitinase USP22 regulates PD-L1 degradation in human cancer cells. Cell Commun Signal. 2020;18:112.
Li Q, Zhang L, You W, Xu J, Dai J, Hua D, et al. PRDM1/BLIMP1 induces cancer immune evasion by modulating the USP22-SPI1-PD-L1 axis in hepatocellular carcinoma cells. Nat Commun. 2022;13:7677–77.
Zhang H, Jin X, Huang H. Deregulation of SPOP in cancer. Cancer Res. 2022;83:489–99.
Zhang J, Bu X, Wang H, Zhu Y, Geng Y, Nihira NT, et al. Cyclin D-CDK4 kinase destabilizes PD-L1 via cullin 3-SPOP to control cancer immune surveillance. Nature. 2018;553:91–95.
Jiao C, Meng T, Zhou C, Wang X, Wang P, Lu M, et al. TGF-β signaling regulates SPOP expression and promotes prostate cancer cell stemness. Aging. 2020;12:7747–60.
Raskov H, Orhan A, Christensen JP, Gögenur I. Cytotoxic CD8+ T cells in cancer and cancer immunotherapy. Br J Cancer. 2021;124:359–67.
Stadtmauer EA, Fraietta JA, Davis MM, Cohen AD, Weber KL, Lancaster E, et al. CRISPR-engineered T cells in patients with refractory cancer. Science. 2020;367:eaba7365.
Ferrer J, Dimitrova N. Transcription regulation by long non-coding RNAs: mechanisms and disease relevance. Nat Rev Mol Cell Biol. 2024;25:396–415.
Jiang N, Zhang X, Gu X, Li X, Shang L. Progress in understanding the role of lncRNA in programmed cell death. Cell Death Discov. 2021;7:30.
Shostak A, Ruppert B, Ha N, Bruns P, Toprak UH, ICGC MMML-Seq Project, Eils R, et al. MYC/MIZ1-dependent gene repression inversely coordinates the circadian clock with cell cycle and proliferation. Nat Commun. 2016;7:11807.
Wang SJ, Dougan SK, Dougan M. Immune mechanisms of toxicity from checkpoint inhibitors. Trends Cancer. 2023;9:543–53.
Wu Y, Zhou L, Zou Y, Zhang Y, Zhang M, Xu L, et al. Disrupting the phase separation of KAT8-IRF1 diminishes PD-L1 expression and promotes antitumor immunity. Nat Cancer. 2023;4:382–400.
Zhou J, Ma X, He X, Chen B, Yuan J, Jin Z, et al. Dysregulation of PD-L1 by UFMylation imparts tumor immune evasion and identified as a potential therapeutic target. Proc Natl Acad Sci USA. 2023;120:e2215732120.
Ma X, Jia S, Wang G, Liang M, Guo T, Du H, et al. TRIM28 promotes the escape of gastric cancer cells from immune surveillance by increasing PD-L1 abundance. Signal Transduct Target Ther. 2023;8:246–46.
Wu M, Huang Q, Xie Y, Wu X, Ma H, Zhang Y, et al. Improvement of the anticancer efficacy of PD-1/PD-L1 blockade via combination therapy and PD-L1 regulation. J Hematol Oncol. 2022;15:24.
Tang Z, Pilié PG, Geng C, Manyam GC, Yang G, Park S, et al. ATR inhibition induces CDK1–SPOP signaling and enhances anti–PD-L1 cytotoxicity in prostate cancer. Clin Cancer Res. 2021;27:4898–909.
Zhang Y, Zhu S, Du Y, Xu F, Sun W, Xu Z, et al. RelB upregulates PD-L1 and exacerbates prostate cancer immune evasion. J Exp Clin Cancer Res. 2022;41:66.
Vignali PDA, DePeaux K, Watson MJ, Ye C, Ford BR, Lontos K, et al. Hypoxia drives CD39-dependent suppressor function in exhausted T cells to limit antitumor immunity. Nat Immunol. 2023;24:267–79.
Sfanos KS, Bruno TC, Meeker AK, De Marzo AM, Isaacs WB, Drake CG. Human prostate-infiltrating CD8+ T lymphocytes are oligoclonal and PD-1+. Prostate. 2009;69:1694–703.
Xu Y, Song G, Xie S, Jiang W, Chen X, Chu M, et al. The roles of PD-1/PD-L1 in the prognosis and immunotherapy of prostate cancer. Mol Ther. 2021;29:1958–69.
Dong H, Strome SE, Salomao DR, Tamura H, Hirano F, Flies DB, et al. Tumor-associated B7-H1 promotes T-cell apoptosis: a potential mechanism of immune evasion. Nat Med. 2002;8:793–800.
Bayik D, Lathia JD. Cancer stem cell-immune cell crosstalk in tumour progression. Nat Rev Cancer. 2021;21:526–36.
Zheng Y, Chen Z, Han Y, Han L, Zou X, Zhou B, et al. Immune suppressive landscape in the human esophageal squamous cell carcinoma microenvironment. Nat Commun. 2020;11:6268.
Acknowledgements
This work was funded by the National Natural Science Foundation of China (82472665), Fundamental Research Funds for the Central Universities (GK202201004, GK202505003), Natural Science Foundation of Shaanxi Province (2023-JC-YB-716), Excellent Graduate Training Program of Shaanxi Normal University (LHRCTS23091) and College Students’ Innovative Entrepreneurial Training Plan Program (202410718037). We thank Zhaoqiang Qian, Qiangqiang Wei, and Lifang Zheng from the Laboratory Animal Center of Shaanxi Normal University for their support and assistance in animal feeding, management and experiment.
Author information
Authors and Affiliations
Contributions
XMD, PG and KZ conceived the project, JLH, JQH, HH, ZHZ, XZ, XYW, LL, YTR, JY, XYL, WXX and MF performed the experiments. JLH and XMD performed data analysis. XMD, PG, KZ and JLH wrote the manuscript. All authors read and approved the final manuscript.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Ethics approval and consent to participate
The authors confirm that all methods were performed in accordance with the relevant guidelines and regulations. Animal experiments were performed according with the approved protocols by the ethical committee of Shaanxi Normal University (Approval number: 2023-038).
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Hao, JL., He, JQ., Hu, H. et al. TLL1 knockdown attenuates prostate cancer progression by enhancing antitumor immunity. Oncogene 44, 3580–3597 (2025). https://doi.org/10.1038/s41388-025-03517-7
Received:
Revised:
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s41388-025-03517-7


