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Series GSE221553 Query DataSets for GSE221553
Status Public on Feb 05, 2024
Title Response to tumor- infiltrating lymphocyte adoptive therapy is associated with preexisting CD8+T- myeloid cell networks in melanoma [CD45 scRNAseq]
Organism Homo sapiens
Experiment type Expression profiling by high throughput sequencing
Summary 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.
 
Overall design Melanoma tumor gene expression profiling pre and post TIL adoptive cell therapy by CD45-sorted single cell RNAseq
Web link https://www.science.org/doi/10.1126/sciimmunol.adg7995
 
Contributor(s) Barras D, Harari A, Dangaj D, Coukos G
Citation(s) 38306416
Submission date Dec 21, 2022
Last update date Feb 06, 2024
Contact name David Barras
E-mail(s) david.barras@chuv.ch
Organization name Centre hospitalier universitaire vaudois
Department Oncology
Street address AGORA, Bugnon 25A
City Lausanne
State/province Vaud
ZIP/Postal code 1005
Country Switzerland
 
Platforms (1)
GPL20301 Illumina HiSeq 4000 (Homo sapiens)
Samples (22)
GSM6885352 patient10_T01_CD45
GSM6885353 patient10_T02_CD45
GSM6885355 patient11_T0_CD45
This SubSeries is part of SuperSeries:
GSE222448 Response to tumor- infiltrating lymphocyte adoptive therapy is associated with preexisting CD8+T- myeloid cell networks in melanoma
Relations
BioProject PRJNA914772

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE221553_RAW.tar 165.3 Mb (http)(custom) TAR (of TSV)
SRA Run SelectorHelp
Raw data are available in SRA
Processed data provided as supplementary file

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