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Published in: Journal of Translational Medicine 1/2022

Open Access 01-12-2022 | Research

The intrarenal landscape of T cell receptor repertoire in clear cell renal cell cancer

Authors: Wei Zhang, Qian Zhang, Chao Zhu, Zhiyuan Shi, Chen Shao, Yujie Chen, Nan Wang, Yanxia Jiang, Qing Liang, Kejia Wang

Published in: Journal of Translational Medicine | Issue 1/2022

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Abstract

Background

Clear cell renal cell cancer (ccRCC) is accompanied by T-cell infiltration. In this study, we sought to determine the difference in T-cell infiltration and the T-cell receptor (TCR) immune repertoire between ccRCC and peritumour tissue.

Methods

T-cell infiltration was examined using immunohistochemistry (IHC) and haematoxylin and eosin (HE) staining. The chi-squared test and Pearson correlation analysis were applied to evaluate the relationship between clinical traits and CD3, CD4, and CD8 expression. Immune repertoire sequencing (IR-Seq) was used to describe the profile of the TCR repertoire.

Results

The adjacent tissue showed increased expression of CD3, CD4 and CD8 compared with ccRCC tissue (PCD3 = 0.033; PCD4 = 0.014; PCD8 = 0.004). Indicated CD3+ T-cell density in ccRCC tissue was positively correlated with that in peritumour tissue (P = 0.010, r = 0.514), which implied the T cells in peritumour tissue directly infect the number of cells infiltrating in ccRCC tissue. Moreover, there was a positive correlation between Vimentin expression and indicated positive T-cell marker in ccRCC tissue (PCD3 = 0.035; PCD4 = 0.020; PCD8 = 0.027). Advanced stage revealed less CD4+ T-cell infiltration in ccRCC tissue (PCD4 = 0.023). The results from IR-Seq revealed an obvious increase in VJ and VDJ segment usage, as well as higher complementarity-determining region 3 (CDR3) amino acid (aa) clonotypes in ccRCC. The matched antigen recognized by the TCR of ccRCC may be potential targets.

Conclusions

The current study collectively demonstrates diminished T-cell infiltration and increased CDR3 aa diversity in ccRCC, which may be associated with immunotherapeutic targets for ccRCC patients.
Appendix
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Literature
1.
go back to reference National Cancer Institute (NCI). Cancer Stat facts: kidney and renal pelvis cancer. National Cancer Institute (NCI). Cancer Stat facts: kidney and renal pelvis cancer.
2.
go back to reference Allen A, Gau D, Francoeur P, et al. Actin-binding protein profilin1 promotes aggressiveness of clear-cell renal cell carcinoma cells. J Biol Chem. 2020;295:15636–49.CrossRefPubMedPubMedCentral Allen A, Gau D, Francoeur P, et al. Actin-binding protein profilin1 promotes aggressiveness of clear-cell renal cell carcinoma cells. J Biol Chem. 2020;295:15636–49.CrossRefPubMedPubMedCentral
3.
go back to reference Doppalapudi SK, Leopold ZR, Thaper A, Kaldany A, Chua K, Patel HV, Srivastava A, Singer EA. Clearing up clear cell: clarifying the immuno-oncology treatment landscape for metastatic clear cell RCC. Cancers. 2021;13:4140.CrossRefPubMedPubMedCentral Doppalapudi SK, Leopold ZR, Thaper A, Kaldany A, Chua K, Patel HV, Srivastava A, Singer EA. Clearing up clear cell: clarifying the immuno-oncology treatment landscape for metastatic clear cell RCC. Cancers. 2021;13:4140.CrossRefPubMedPubMedCentral
4.
go back to reference Cui P, Cong X, Yin J, Liu M, Wang X, Yang L, Qu L, Liu Z. Metastases to the nose from clear cell renal cell carcinoma: a case report. Medicine. 2019;98: e14012.CrossRefPubMedPubMedCentral Cui P, Cong X, Yin J, Liu M, Wang X, Yang L, Qu L, Liu Z. Metastases to the nose from clear cell renal cell carcinoma: a case report. Medicine. 2019;98: e14012.CrossRefPubMedPubMedCentral
5.
6.
go back to reference Andersen R, Donia M, Westergaard MCW, Pedersen M, Hansen M, Svane IM. Tumor infiltrating lymphocyte therapy for ovarian cancer and renal cell carcinoma. Hum Vaccin Immunother. 2015;11:2790–5.CrossRefPubMedPubMedCentral Andersen R, Donia M, Westergaard MCW, Pedersen M, Hansen M, Svane IM. Tumor infiltrating lymphocyte therapy for ovarian cancer and renal cell carcinoma. Hum Vaccin Immunother. 2015;11:2790–5.CrossRefPubMedPubMedCentral
7.
go back to reference Hansen UK, Ramskov S, Bjerregaard A-M, et al. Tumor-infiltrating T cells from clear cell renal cell carcinoma patients recognize neoepitopes derived from point and frameshift mutations. Front Immunol. 2020;11:373.CrossRefPubMedPubMedCentral Hansen UK, Ramskov S, Bjerregaard A-M, et al. Tumor-infiltrating T cells from clear cell renal cell carcinoma patients recognize neoepitopes derived from point and frameshift mutations. Front Immunol. 2020;11:373.CrossRefPubMedPubMedCentral
8.
go back to reference Dai S, Zeng H, Liu Z, et al. Intratumoral CXCL13 + CD8 + T cell infiltration determines poor clinical outcomes and immunoevasive contexture in patients with clear cell renal cell carcinoma. J Immunother Cancer. 2021;9: e001823.CrossRefPubMedPubMedCentral Dai S, Zeng H, Liu Z, et al. Intratumoral CXCL13 + CD8 + T cell infiltration determines poor clinical outcomes and immunoevasive contexture in patients with clear cell renal cell carcinoma. J Immunother Cancer. 2021;9: e001823.CrossRefPubMedPubMedCentral
9.
go back to reference Pan Q, Wang L, Chai S, Zhang H, Li B. The immune infiltration in clear cell Renal Cell Carcinoma and their clinical implications: a study based on TCGA and GEO databases. J Cancer. 2020;11:3207–15.CrossRefPubMedPubMedCentral Pan Q, Wang L, Chai S, Zhang H, Li B. The immune infiltration in clear cell Renal Cell Carcinoma and their clinical implications: a study based on TCGA and GEO databases. J Cancer. 2020;11:3207–15.CrossRefPubMedPubMedCentral
10.
go back to reference Braun DA, Hou Y, Bakouny Z, et al. Interplay of somatic alterations and immune infiltration modulates response to PD-1 blockade in advanced clear cell renal cell carcinoma. Nat Med. 2020;26:909–18.CrossRefPubMedPubMedCentral Braun DA, Hou Y, Bakouny Z, et al. Interplay of somatic alterations and immune infiltration modulates response to PD-1 blockade in advanced clear cell renal cell carcinoma. Nat Med. 2020;26:909–18.CrossRefPubMedPubMedCentral
11.
go back to reference Krishna C, DiNatale RG, Kuo F, et al. Single-cell sequencing links multiregional immune landscapes and tissue-resident T cells in ccRCC to tumor topology and therapy efficacy. Cancer Cell. 2021;39:662-677.e6.CrossRefPubMedPubMedCentral Krishna C, DiNatale RG, Kuo F, et al. Single-cell sequencing links multiregional immune landscapes and tissue-resident T cells in ccRCC to tumor topology and therapy efficacy. Cancer Cell. 2021;39:662-677.e6.CrossRefPubMedPubMedCentral
12.
go back to reference Au L, Hatipoglu E, Robert de Massy M, et al. Determinants of anti-PD-1 response and resistance in clear cell renal cell carcinoma. Cancer Cell. 2021;39:1497-1518.e11.CrossRefPubMedPubMedCentral Au L, Hatipoglu E, Robert de Massy M, et al. Determinants of anti-PD-1 response and resistance in clear cell renal cell carcinoma. Cancer Cell. 2021;39:1497-1518.e11.CrossRefPubMedPubMedCentral
13.
go back to reference Chen B, Chen W, Jin J, Wang X, Cao Y, He Y. Data mining of prognostic microenvironment-related genes in clear cell renal cell carcinoma: a study with TCGA database. Dis Markers. 2019;2019:8901649.CrossRefPubMedPubMedCentral Chen B, Chen W, Jin J, Wang X, Cao Y, He Y. Data mining of prognostic microenvironment-related genes in clear cell renal cell carcinoma: a study with TCGA database. Dis Markers. 2019;2019:8901649.CrossRefPubMedPubMedCentral
14.
go back to reference Wang Y, Yang J, Zhang Q, Xia J, Wang Z. Extent and characteristics of immune infiltration in clear cell renal cell carcinoma and the prognostic value. Transl Androl Urol. 2019;8:609–18.CrossRefPubMedPubMedCentral Wang Y, Yang J, Zhang Q, Xia J, Wang Z. Extent and characteristics of immune infiltration in clear cell renal cell carcinoma and the prognostic value. Transl Androl Urol. 2019;8:609–18.CrossRefPubMedPubMedCentral
15.
go back to reference Liang Q, Liu Z, Zhu C, Wang B, Liu X, Yang Y, Lv X, Mu H, Wang K. Intrahepatic T-cell receptor β immune repertoire is essential for liver regeneration. Hepatology. 2018;68:1977–90.CrossRefPubMed Liang Q, Liu Z, Zhu C, Wang B, Liu X, Yang Y, Lv X, Mu H, Wang K. Intrahepatic T-cell receptor β immune repertoire is essential for liver regeneration. Hepatology. 2018;68:1977–90.CrossRefPubMed
17.
go back to reference Zhu C, Liang Q, Liu Y, Kong D, Zhang J, Wang H, Wang K, Guo Z. Kidney injury in response to crystallization of calcium oxalate leads to rearrangement of the intrarenal T cell receptor delta immune repertoire. J Transl Med. 2019;17:278.CrossRefPubMedPubMedCentral Zhu C, Liang Q, Liu Y, Kong D, Zhang J, Wang H, Wang K, Guo Z. Kidney injury in response to crystallization of calcium oxalate leads to rearrangement of the intrarenal T cell receptor delta immune repertoire. J Transl Med. 2019;17:278.CrossRefPubMedPubMedCentral
18.
go back to reference Galon J, Costes A, Sanchez-Cabo F, et al. Type, density, and location of immune cells within human colorectal tumors predict clinical outcome. Science. 2006;313:1960–4.CrossRefPubMed Galon J, Costes A, Sanchez-Cabo F, et al. Type, density, and location of immune cells within human colorectal tumors predict clinical outcome. Science. 2006;313:1960–4.CrossRefPubMed
19.
go back to reference Fridman WH, Pagès F, Sautès-Fridman C, Galon J. The immune contexture in human tumours: impact on clinical outcome. Nat Rev Cancer. 2012;12:298–306.CrossRefPubMed Fridman WH, Pagès F, Sautès-Fridman C, Galon J. The immune contexture in human tumours: impact on clinical outcome. Nat Rev Cancer. 2012;12:298–306.CrossRefPubMed
20.
go back to reference Geissler K, Fornara P, Lautenschläger C, Holzhausen H-J, Seliger B, Riemann D. Immune signature of tumor infiltrating immune cells in renal cancer. OncoImmunology. 2015;4: e985082.CrossRefPubMedPubMedCentral Geissler K, Fornara P, Lautenschläger C, Holzhausen H-J, Seliger B, Riemann D. Immune signature of tumor infiltrating immune cells in renal cancer. OncoImmunology. 2015;4: e985082.CrossRefPubMedPubMedCentral
21.
go back to reference Pagès F, André T, Taieb J, et al. Prognostic and predictive value of the Immunoscore in stage III colon cancer patients treated with oxaliplatin in the prospective IDEA France PRODIGE-GERCOR cohort study. Ann Oncol. 2020;31:921–9.CrossRefPubMed Pagès F, André T, Taieb J, et al. Prognostic and predictive value of the Immunoscore in stage III colon cancer patients treated with oxaliplatin in the prospective IDEA France PRODIGE-GERCOR cohort study. Ann Oncol. 2020;31:921–9.CrossRefPubMed
22.
go back to reference Giraldo NA, Becht E, Pagès F, et al. Orchestration and prognostic significance of immune checkpoints in the microenvironment of primary and metastatic renal cell cancer. Clin Cancer Res. 2015;21:3031–40.CrossRefPubMed Giraldo NA, Becht E, Pagès F, et al. Orchestration and prognostic significance of immune checkpoints in the microenvironment of primary and metastatic renal cell cancer. Clin Cancer Res. 2015;21:3031–40.CrossRefPubMed
23.
go back to reference Shimizu S, Hiratsuka H, Koike K, et al. Tumor-infiltrating CD8+ T-cell density is an independent prognostic marker for oral squamous cell carcinoma. Cancer Med. 2019;8:80–93.CrossRefPubMedPubMedCentral Shimizu S, Hiratsuka H, Koike K, et al. Tumor-infiltrating CD8+ T-cell density is an independent prognostic marker for oral squamous cell carcinoma. Cancer Med. 2019;8:80–93.CrossRefPubMedPubMedCentral
24.
go back to reference Li L, Yu R, Cai T, Chen Z, Lan M, Zou T, Wang B, Wang Q, Zhao Y, Cai Y. Effects of immune cells and cytokines on inflammation and immunosuppression in the tumor microenvironment. Int Immunopharmacol. 2020;88: 106939.CrossRefPubMed Li L, Yu R, Cai T, Chen Z, Lan M, Zou T, Wang B, Wang Q, Zhao Y, Cai Y. Effects of immune cells and cytokines on inflammation and immunosuppression in the tumor microenvironment. Int Immunopharmacol. 2020;88: 106939.CrossRefPubMed
25.
go back to reference Choi J-N, Sun EG, Cho S-H. IL-12 enhances immune response by modulation of myeloid derived suppressor cells in tumor microenvironment. Chonnam Med J. 2019;55:31–9.CrossRefPubMedPubMedCentral Choi J-N, Sun EG, Cho S-H. IL-12 enhances immune response by modulation of myeloid derived suppressor cells in tumor microenvironment. Chonnam Med J. 2019;55:31–9.CrossRefPubMedPubMedCentral
26.
go back to reference Tan H, Ye J, Luo X, Chen S, Yin Q, Yang L, Li Y. Clonal expanded TRA and TRB subfamily T cells in peripheral blood from patients with diffuse large B-cell lymphoma. Hematology. 2010;15:81–7.CrossRefPubMed Tan H, Ye J, Luo X, Chen S, Yin Q, Yang L, Li Y. Clonal expanded TRA and TRB subfamily T cells in peripheral blood from patients with diffuse large B-cell lymphoma. Hematology. 2010;15:81–7.CrossRefPubMed
27.
go back to reference Nakatsugawa M, Yamashita Y, Ochi T, Tanaka S, Chamoto K, Guo T, Butler MO, Hirano N. Specific roles of each TCR hemichain in generating functional chain-centric TCR. J Immunol. 2015;194:3487–500.CrossRefPubMed Nakatsugawa M, Yamashita Y, Ochi T, Tanaka S, Chamoto K, Guo T, Butler MO, Hirano N. Specific roles of each TCR hemichain in generating functional chain-centric TCR. J Immunol. 2015;194:3487–500.CrossRefPubMed
28.
go back to reference Hui Z, Zhang J, Zheng Y, Yang L, Yu W, An Y, Wei F, Ren X. Single-cell sequencing reveals the transcriptome and TCR characteristics of pTregs and in vitro expanded iTregs. Front Immunol. 2021;12: 619932.CrossRefPubMedPubMedCentral Hui Z, Zhang J, Zheng Y, Yang L, Yu W, An Y, Wei F, Ren X. Single-cell sequencing reveals the transcriptome and TCR characteristics of pTregs and in vitro expanded iTregs. Front Immunol. 2021;12: 619932.CrossRefPubMedPubMedCentral
Metadata
Title
The intrarenal landscape of T cell receptor repertoire in clear cell renal cell cancer
Authors
Wei Zhang
Qian Zhang
Chao Zhu
Zhiyuan Shi
Chen Shao
Yujie Chen
Nan Wang
Yanxia Jiang
Qing Liang
Kejia Wang
Publication date
01-12-2022
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2022
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-022-03771-3

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