Tumor-reactive clonotype dynamics dictate clinical response to TIL therapy in melanoma [scRNA-seq]
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE229858 | GEO | 2023/08/01
REPOSITORIES: GEO
Similar Datasets
Project description:Although adoptive cell therapy (ACT) using tumor-infiltrating lymphocytes (TILs) is effective in cancer patients, immune correlates of efficacy remain opaque. The profiles, specificity and dynamics of tumor clonotypes expanding in vitro, constituting infusion products and then infiltrating tumors after ACT are poorly understood. We observed that tumor-reactive clonotypes drive clinical response to TIL therapy and provide useful insight to improve patients’ selection or TILs’ expansion methodology.
2023-08-01 | GSE229860 | GEO
Project description:Adoptive cell therapy (ACT) using tumor-infiltrating lymphocytes (TILs) is effective in cancer patients, yet the profiles, specificity and dynamics of tumor clonotypes remain opaque. Using single-cell RNA/TCR-sequencing, clonotypes were tracked from baseline tumors to ACT products (ACTP) and post-ACT blood and tumor samples from 13 metastatic melanoma patients (NCT03475134). Furthermore, a predictor of tumor-reactive clonotypes was derived from the transcriptomic profiles of tumor-specific or bystander clones. Patients with clinical responses had tumors enriched in tumor-reactive TILs, preferentially expanding in-vitro to generate larger and more tumoricidal products and preferentially re-infiltrating tumors post-ACT. Conversely, lack of responses was associated with tumors devoid of tumor-reactive clonotypes and with cell products mostly composed of blood-borne clonotypes. The exhaustion state characterizing intratumoral tumor-reactive TILs was attenuated during in-vitro expansion and restored after tumor re-engraftment only in responders. Thus, tumor-reactive clonotypes drive clinical response to TIL therapy, providing insight to select patients or improve TILs’ culture.
2023-08-01 | GSE234352 | GEO
Project description:In our study, we have characterized the non-expanded and expanded tumor-infiltrating lymphocytes (TILs) from treatment-naive renal cell carcinoma (RCC) patients (n=3), as well as the minimally cultured pre-REP TILs and rapidly expanded REP TILs with a clinical-grade TIL expansion protocol. We observed that the REP TILs encompassed an abundance of CD4positive T-cells, together with increased LAG-3 and low PD-1 expression in the CD4positive and CD8positive T-cells. In addition, we observed that the TIL expansion protocol expanded small CD4positive T-cell clonotypes in the tumor microenvironment (TME), and that the large, exhausted tumor T-cell clonotypes do not expand. We further identified RCC-associated TCR motifs that were validated in multiple TCRalpha-beta-seq and scRNAand TCRalpha-beta-seq datasets, as well as quantified the RCC-associated TCRs from the REP protocol. Overall, the T-cells carrying the RCC-associated TCRs remained high in the tumors and corresponding pre-REP TILs, but the frequency was reduced in the REP TILs. Furthermore, the overall anti-viral TCRs remained low throughout the REP protocol. Our results provide an in-depth understanding of the origin, immunophenotype, and specificity of the TCRs in RCC TILs.
2023-12-29 | E-MTAB-12910 | biostudies-arrayexpress
Project description:Adoptive T-cell Therapy (ACT) involves using tumor-infiltrating lymphocytes (TIL) isolated from metastatic melanoma and expanding them ex vivo prior to infusion into lympho-depleted patients. This is one of the most promising approaches to treat metastatic melanoma, with the rates of clinical response between 48-50% based on studies done at NCI, M.D. Anderson Cancer Center (Houston, TX), and Sheba Medical Center (Tel Aviv, Israel). In the Phase II ACT Trial at M.D. Anderson Cancer Center , our group has uncovered an association between positive clinical response and the amount of CD8+ tumor-infiltrating lymphocytes expressing B and T Lymphocyte Attenuator (BTLA), a reported inhibitory receptor on T-cells. We used microarrays to detail the differences in the global programme of gene expression between CD8+BTLA+ vs CD8+BTLA- TILs in order to understand the molecular basis of the clinical association. TILs were isolated by enzymatically digest the melanoma tumor fragments obtained from Stage IIIc/IV melanoma patients at M.D. Anderson Cancer Center. The TILs were expanded with high-dose IL-2 for two weeks prior to sorting by FACS (fluoresecence-activated cell sorter) for CD8+BTLA+ and CD8+BTLA- susbets. RNA was extracted from each sorted subsets and hybridized on Affymetrix microarrays
2013-01-03 | E-GEOD-43260 | biostudies-arrayexpress
Project description:A patient (4095) with metastatic colorectal cancer was treated with polyclonal tumor infiltrating lymphocytes (TILs) targeting the KRAS(G12D) hotspot mutation. Three dominant clonotypes specifically recognizing KRAS(G12D) epitopes were identified, but we found that only two clonotypes persisted 40 days after TIL treatment. Because of these findings, in this study, we performed single-cell RNA-seq analysis for the TILs isolated from this patient. This single-cell dataset is generated using a Fluidigm C1 system, followed by a Illumina HiSeq2500 sequencer.
2020-08-28 | GSE136610 | GEO
Project description:Some patients with metastatic melanoma respond very well to adoptive T-cell therapy (ACT) based on re-infusion of autologous, ex vivo-expanded tumor-infiltrating T lymphocytes (TILs) plus interleukin-2 (IL-2). However, responses are highly variable. We found that glycolysis in primary melanoma tumor cell lines, as measured by metabolic assays or expression of glycolysis genes, was strongly associated with clinical resistance of the corresponding patients' tumor to ACT.
2018-03-01 | GSE101644 | GEO
Project description:Tumor-Infiltrating Lymphocytes (TILs) are composed by several immune subpopulations including NK, NKT, Tab, Tgd and B cells. Although some of these cells can have antitumoral activities, there is also a large number of cells which are not tumor-specific,known as bystander cells. These cells may not have a direct role in the antitumoral response but could lead to a modulation of the immune response after time. Recent studies have described fatal encephalitis and myocarditis in cancer patients after immune checkpoint therapies, in which EBV-specific T cells may be involved. Since EBV is able to infect B cells and epithelial cells, both present in the primary tumor site, the first events of these fatal responses could be a consequence of a dysregulation of the immune system in the tumor microenvironment, although this have not been deeply studied. Thus, the main objectives of this study are (i) to use EBV-transformed B cells from the tumor site as a model to study the tumor-infiltrating EBV+ B cells and (ii) to use these EBV-derived B cells to study the relationship with autologous T cells isolated from the tumor site. T cells from TILs have been isolated from a triple negative breast cancer patient before neoadjuvancy and were expanded directly from the biopsy. A Patient-Derived Xenograft (PDX) generated from the breast tumor, progressed into a lymphocytic neoplasm. EBVtransformed B cells were obtained from this PDX (PDX-derived B cells). T Cell Receptor high-throughput sequencing has been used to monitor the clonotypes present in the different samples. We have found 43 clonotypes infiltrating the PDX-562 tissue and 18 of them were also present in the human biopsy or in the biopsy-derived T cell cultures. 5 of these sequences were found in one of the biopsy-derived T cells analyzed. Thus, PDXderived B cells have been used as antigen presenting cells to expand these cells. Few clonotypes were obtained after expansions, although the analysis of the middle CDR3 have revealed a similar pattern with the 18 sequences from the PDX sample. Furthermore, peptides presented by HLA have been eluted from PDX-derived B cells, followed by MS analysis. Peptides obtained derived from 31 different proteins and >40% are cancerrelated in terms of expression.
2021-11-17 | PXD028646 | Pride
Project description:Adoptive cell therapy (ACT) using ex vivo–expanded tumor-infiltrating lymphocytes (TILs) can eliminate or shrink metastatic melanoma, but its long-term efficacy remains limited to a fraction of patients. Using longitudinal samples from 13 patients with metastatic melanoma treated with TIL-ACT in a phase 1 clinical study, we interrogated cellular states within the tumor microenvironment (TME) and their interactions. We performed bulk and single-cell RNA sequencing, whole-exome sequencing, and spatial proteomic analyses in pre- and post-ACT tumor tissues, finding that ACT responders exhibited higher basal tumor cell–intrinsic immunogenicity and mutational burden. Compared with nonresponders, CD8+ TILs exhibited increased cytotoxicity, exhaustion, and costimulation, whereas myeloid cells had increased type I interferon signaling in responders. Cell-cell interaction prediction analyses corroborated by spatial neighborhood analyses revealed that responders had rich baseline intratumoral and stromal tumor–reactive T cell networks with activated myeloid populations. Successful TIL-ACT therapy further reprogrammed the myeloid compartment and increased TIL-myeloid networks. Our systematic target discovery study identifies potential T-myeloid cell network–based biomarkers that could improve patient selection and guide the design of ACT clinical trials.
2024-02-05 | GSE222750 | GEO
Project description:Adoptive cell therapy (ACT) using ex vivo–expanded tumor-infiltrating lymphocytes (TILs) can eliminate or shrink metastatic melanoma, but its long-term efficacy remains limited to a fraction of patients. Using longitudinal samples from 13 patients with metastatic melanoma treated with TIL-ACT in a phase 1 clinical study, we interrogated cellular states within the tumor microenvironment (TME) and their interactions. We performed bulk and single-cell RNA sequencing, whole-exome sequencing, and spatial proteomic analyses in pre- and post-ACT tumor tissues, finding that ACT responders exhibited higher basal tumor cell–intrinsic immunogenicity and mutational burden. Compared with nonresponders, CD8+ TILs exhibited increased cytotoxicity, exhaustion, and costimulation, whereas myeloid cells had increased type I interferon signaling in responders. Cell-cell interaction prediction analyses corroborated by spatial neighborhood analyses revealed that responders had rich baseline intratumoral and stromal tumor–reactive T cell networks with activated myeloid populations. Successful TIL-ACT therapy further reprogrammed the myeloid compartment and increased TIL-myeloid networks. Our systematic target discovery study identifies potential T-myeloid cell network–based biomarkers that could improve patient selection and guide the design of ACT clinical trials.
2024-02-05 | GSE222446 | GEO
Project description:Adoptive cell therapy (ACT) using ex vivo–expanded tumor-infiltrating lymphocytes (TILs) can eliminate or shrink metastatic melanoma, but its long-term efficacy remains limited to a fraction of patients. Using longitudinal samples from 13 patients with metastatic melanoma treated with TIL-ACT in a phase 1 clinical study, we interrogated cellular states within the tumor microenvironment (TME) and their interactions. We performed bulk and single-cell RNA sequencing, whole-exome sequencing, and spatial proteomic analyses in pre- and post-ACT tumor tissues, finding that ACT responders exhibited higher basal tumor cell–intrinsic immunogenicity and mutational burden. Compared with nonresponders, CD8+ TILs exhibited increased cytotoxicity, exhaustion, and costimulation, whereas myeloid cells had increased type I interferon signaling in responders. Cell-cell interaction prediction analyses corroborated by spatial neighborhood analyses revealed that responders had rich baseline intratumoral and stromal tumor–reactive T cell networks with activated myeloid populations. Successful TIL-ACT therapy further reprogrammed the myeloid compartment and increased TIL-myeloid networks. Our systematic target discovery study identifies potential T-myeloid cell network–based biomarkers that could improve patient selection and guide the design of ACT clinical trials.
2024-02-05 | GSE221553 | GEO