Clonal expansion of intra-epithelial T cells in breast cancer revealed by spatial transcriptomics.


Journal

International journal of cancer
ISSN: 1097-0215
Titre abrégé: Int J Cancer
Pays: United States
ID NLM: 0042124

Informations de publication

Date de publication:
01 11 2023
Historique:
revised: 02 04 2023
received: 07 07 2022
accepted: 06 04 2023
medline: 8 9 2023
pubmed: 12 6 2023
entrez: 12 6 2023
Statut: ppublish

Résumé

The spatial distribution of tumor-infiltrating lymphocytes (TIL) predicts breast cancer outcome and response to systemic therapy, highlighting the importance of an intact tissue structure for characterizing tumors. Here, we present ST-FFPE, a spatial transcriptomics method for the analysis of formalin-fixed paraffin-embedded samples, which opens the possibility of interrogating archival tissue. The method involves extraction, exome capture and sequencing of RNA from different tumor compartments microdissected by laser-capture, and can be used to study the cellular composition of tumor microenvironment. Focusing on triple-negative breast cancer (TNBC), we characterized T cells, B cells, dendritic cells, fibroblasts and endothelial cells in both stromal and intra-epithelial compartments. We found a highly variable spatial distribution of immune cell subsets among tumors. This analysis revealed that the immune repertoires of intra-epithelial T and B cells were consistently less diverse and more clonal than those of stromal T and B cells. T-cell receptor (TCR) sequencing confirmed a reduced diversity and higher clonality of intra-epithelial T cells relative to the corresponding stromal T cells. Analysis of the top 10 dominant clonotypes in the two compartments showed a majority of shared but also some unique clonotypes both in stromal and intra-epithelial T cells. Hyperexpanded clonotypes were more abundant among intra-epithelial than stromal T cells. These findings validate the ST-FFPE method and suggest an accumulation of antigen-specific T cells within tumor core. Because ST-FFPE is applicable for analysis of previously collected tissue samples, it could be useful for rapid assessment of intratumoral cellular heterogeneity in multiple disease and treatment settings.

Identifiants

pubmed: 37306359
doi: 10.1002/ijc.34620
doi:

Substances chimiques

Receptors, Antigen, T-Cell 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1568-1578

Informations de copyright

© 2023 The Authors. International Journal of Cancer published by John Wiley & Sons Ltd on behalf of UICC.

Références

Hanahan D, Coussens LM. Accessories to the crime: functions of cells recruited to the tumor microenvironment. Cancer Cell. 2012;21(3):309-322. doi:10.1016/j.ccr.2012.02.022
Balkwill FR, Capasso M, Hagemann T. The tumor microenvironment at a glance. J Cell Sci. 2012;125(Pt 23):5591-5596. doi:10.1242/jcs.116392
Fridman WH, Zitvogel L, Sautes-Fridman C, et al. The immune contexture in cancer prognosis and treatment. Nat Rev Clin Oncol. 2017;14:717-734. doi:10.1038/nrclinonc.2017.101
Loi S, Drubay D, Adams S, et al. Tumor-infiltrating lymphocytes and prognosis: a pooled individual patient analysis of early-stage triple-negative breast cancers. J Clin Oncol. 2019;37(7):559-569. doi:10.1200/JCO.18.01010
Salgado R, Denkert C, Demaria S, et al. The evaluation of tumor-infiltrating lymphocytes (TILs) in breast cancer: recommendations by an International TILs Working Group 2014. Ann Oncol. 2015;26(2):259-271. doi:10.1093/annonc/mdu450
Cabrita R, Lauss M, Sanna A, et al. Tertiary lymphoid structures improve immunotherapy and survival in melanoma. Nature. 2020;577(7791):561-565. doi:10.1038/s41586-019-1914-8
Hegde PS, Karanikas V, Evers S. The where, the when, and the how of immune monitoring for cancer immunotherapies in the era of checkpoint inhibition. Clin Cancer Res. 2016;22(8):1865-1874. doi:10.1158/1078-0432.CCR-15-1507
Simoni Y, Becht E, Fehlings M, et al. Bystander CD8(+) T cells are abundant and phenotypically distinct in human tumour infiltrates. Nature. 2018;557(7706):575-579. doi:10.1038/s41586-018-0130-2
Joshi K, de Massy MR, Ismail M, et al. Spatial heterogeneity of the T cell receptor repertoire reflects the mutational landscape in lung cancer. Nat Med. 2019;25(10):1549-1559. doi:10.1038/s41591-019-0592-2
Scheper W, Kelderman S, Fanchi LF, et al. Low and variable tumor reactivity of the intratumoral TCR repertoire in human cancers. Nat Med. 2019;25(1):89-94. doi:10.1038/s41591-018-0266-5
Rizvi NA, Hellmann MD, Snyder A, et al. Cancer immunology. Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer. Science. 2015;348(6230):124-128. doi:10.1126/science.aaa1348
Schumacher TN, Schreiber RD. Neoantigens in cancer immunotherapy. Science. 2015;348(6230):69-74. doi:10.1126/science.aaa4971
Yusko E, Vignali M, Wilson RK, et al. Association of tumor microenvironment T-cell repertoire and mutational load with clinical outcome after sequential checkpoint blockade in melanoma. Cancer Immunol Res. 2019;7(3):458-465. doi:10.1158/2326-6066.CIR-18-0226
Zhang J, Ji Z, Caushi JX, et al. Compartmental analysis of T-cell clonal dynamics as a function of pathologic response to neoadjuvant PD-1 blockade in resectable non-small cell lung cancer. Clin Cancer Res. 2020;26(6):1327-1337. doi:10.1158/1078-0432.CCR-19-2931
Gros A, Robbins PF, Yao X, et al. PD-1 identifies the patient-specific CD8(+) tumor-reactive repertoire infiltrating human tumors. J Clin Invest. 2014;124(5):2246-2259. doi:10.1172/JCI73639
Elias KM, Tsantoulis P, Tille JC, et al. Primordial germ cells as a potential shared cell of origin for mucinous cystic neoplasms of the pancreas and mucinous ovarian tumors. J Pathol. 2018;246(4):459-469. doi:10.1002/path.5161
Labidi-Galy SI, Papp E, Hallberg D, et al. High grade serous ovarian carcinomas originate in the fallopian tube. Nat Commun. 2017;8(1):1093. doi:10.1038/s41467-017-00962-1
Gruosso T, Gigoux M, Manem VSK, et al. Spatially distinct tumor immune microenvironments stratify triple-negative breast cancers. J Clin Invest. 2019;129(4):1785-1800. doi:10.1172/JCI96313
Vincek V, Nassiri M, Knowles J, Nadji M, Morales AR. Preservation of tissue RNA in normal saline. Lab Invest. 2003;83(1):137-138. doi:10.1097/01.lab.0000047490.26282.cf
Amini P, Ettlin J, Opitz L, Clementi E, Malbon A, Markkanen E. An optimised protocol for isolation of RNA from small sections of laser-capture microdissected FFPE tissue amenable for next-generation sequencing. BMC Mol Biol. 2017;18(1):22. doi:10.1186/s12867-017-0099-7
Espina V, Wulfkuhle JD, Calvert VS, et al. Laser-capture microdissection. Nat Protoc. 2006;1(2):586-603. doi:10.1038/nprot.2006.85
Clement-Ziza M, Munnich A, Lyonnet S, et al. Stabilization of RNA during laser capture microdissection by performing experiments under argon atmosphere or using ethanol as a solvent in staining solutions. RNA. 2008;14(12):2698-2704. doi:10.1261/rna.1261708
Schuierer S, Carbone W, Knehr J, et al. A comprehensive assessment of RNA-seq protocols for degraded and low-quantity samples. BMC Genomics. 2017;18(1):442. doi:10.1186/s12864-017-3827-y
Cieslik M, Chugh R, Wu YM, et al. The use of exome capture RNA-seq for highly degraded RNA with application to clinical cancer sequencing. Genome Res. 2015;25(9):1372-1381. doi:10.1101/gr.189621.115
Priedigkeit N, Watters RJ, Lucas PC, et al. Exome-capture RNA sequencing of decade-old breast cancers and matched decalcified bone metastases. JCI Insight. 2017;2(17):e95703. doi:10.1172/jci.insight.95703
Rudloff U, Bhanot U, Gerald W, et al. Biobanking of human pancreas cancer tissue: impact of ex-vivo procurement times on RNA quality. Ann Surg Oncol. 2010;17(8):2229-2236. doi:10.1245/s10434-010-0959-6
Kufe DW. MUC1-C oncoprotein as a target in breast cancer: activation of signaling pathways and therapeutic approaches. Oncogene. 2013;32(9):1073-1081. doi:10.1038/onc.2012.158
Becht E, Giraldo NA, Lacroix L, et al. Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression. Genome Biol. 2016;17(1):218. doi:10.1186/s13059-016-1070-5
Genolet R, Bobisse S, Chiffelle J, et al. TCR sequencing and cloning methods for repertoire analysis and isolation of tumor-reactive TCRs. Cell Reports Methods. 2023;3(4):100459. doi:10.1016/j.crmeth.2023.100459
Adams S, Gray RJ, Demaria S, et al. Prognostic value of tumor-infiltrating lymphocytes in triple-negative breast cancers from two phase III randomized adjuvant breast cancer trials: ECOG 2197 and ECOG 1199. J Clin Oncol. 2014;32(27):2959-2966. doi:10.1200/JCO.2013.55.0491
Egelston CA, Avalos C, Tu TY, et al. Resident memory CD8+ T cells within cancer islands mediate survival in breast cancer patients. JCI Insight. 2019;4(19):e130000. doi:10.1172/jci.insight.130000
Webb JR, Milne K, Nelson BH. PD-1 and CD103 are widely coexpressed on prognostically favorable intraepithelial CD8 T cells in human ovarian cancer. Cancer Immunol Res. 2015;3(8):926-935. doi:10.1158/2326-6066.CIR-14-0239
Webb JR, Milne K, Watson P, Leeuw RJ, Nelson BH. Tumor-infiltrating lymphocytes expressing the tissue resident memory marker CD103 are associated with increased survival in high-grade serous ovarian cancer. Clin Cancer Res. 2014;20(2):434-444. doi:10.1158/1078-0432.CCR-13-1877
Djenidi F, Adam J, Goubar A, et al. CD8+CD103+ tumor-infiltrating lymphocytes are tumor-specific tissue-resident memory T cells and a prognostic factor for survival in lung cancer patients. J Immunol. 2015;194(7):3475-3486. doi:10.4049/jimmunol.1402711
Meier SL, Satpathy AT, Wells DK. Bystander T cells in cancer immunology and therapy. Nat Cancer. 2022;3(2):143-155. doi:10.1038/s43018-022-00335-8
Loi S, Michiels S, Adams S, et al. The journey of tumor-infiltrating lymphocytes as a biomarker in breast cancer: clinical utility in an era of checkpoint inhibition. Ann Oncol. 2021;32:1236-1244. doi:10.1016/j.annonc.2021.07.007
Wall I, Boulat V, Shah A, et al. Leveraging the dynamic immune environment triad in patients with breast cancer: tumour, lymph node, and peripheral blood. Cancers (Basel). 2022;14(18):4505. doi:10.3390/cancers14184505
Schmid P, Cortes J, Dent R, et al. Event-free survival with Pembrolizumab in early triple-negative breast cancer. N Engl J Med. 2022;386(6):556-567. doi:10.1056/NEJMoa2112651
Cortes J, Rugo HS, Cescon DW, et al. Pembrolizumab plus chemotherapy in advanced triple-negative breast cancer. N Engl J Med. 2022;387(3):217-226. doi:10.1056/NEJMoa2202809

Auteurs

Lou Romanens (L)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.

Prasad Chaskar (P)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.
Department of Oncology, Hôpitaux Universitaires de Genève, Genève, Switzerland.

Rachel Marcone (R)

SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Stephan Ryser (S)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.

Jean-Christophe Tille (JC)

Department of Diagnosis, Division of Clinical Pathology, Hôpitaux Universitaires de Genève, Genève, Switzerland.

Raphael Genolet (R)

Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Swiss Cancer Center Leman, Lausanne, Switzerland.

Ketty Heimgartner-Hu (K)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.

Killian Heimgartner (K)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.

Jonathan S Moore (JS)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.

Nicolas Liaudet (N)

Bioimaging Core Facility, Faculty of Medicine, University of Geneva, Genève, Switzerland.

Gürkan Kaya (G)

Department of Diagnosis, Division of Clinical Pathology, Hôpitaux Universitaires de Genève, Genève, Switzerland.
Department of Medicine, Division of Dermatology, Hôpitaux Universitaires de Genève, Genève, Switzerland.

Mikael J Pittet (MJ)

Department of Oncology, Hôpitaux Universitaires de Genève, Genève, Switzerland.
Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, Genève, Switzerland.
Ludwig Institute for Cancer Research, Lausanne, Switzerland.
AGORA Cancer Center, Lausanne, Switzerland.

Pierre-Yves Dietrich (PY)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.
Department of Oncology, Hôpitaux Universitaires de Genève, Genève, Switzerland.

Mauro Delorenzi (M)

SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.
Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Swiss Cancer Center Leman, Lausanne, Switzerland.

Daniel E Speiser (DE)

Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Swiss Cancer Center Leman, Lausanne, Switzerland.

Alexandre Harari (A)

Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Swiss Cancer Center Leman, Lausanne, Switzerland.
AGORA Cancer Center, Lausanne, Switzerland.

Petros Tsantoulis (P)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.
Department of Oncology, Hôpitaux Universitaires de Genève, Genève, Switzerland.

Sana Intidhar Labidi-Galy (SI)

Faculty of Medicine, Department of Medicine and Center of Translational Research in Onco-Hematology, University of Geneva, Swiss Cancer Center Leman, Genève, Switzerland.
Department of Oncology, Hôpitaux Universitaires de Genève, Genève, Switzerland.

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