The characterization based on OR and STARTRAC indexes highlighted certain meta-clusters which enriched potentially tumor-reactive T cells (pTRTs). In addition, we also identified individual cells with hallmarks of tumor-reactive T cells. First, with "REACTOME_TCR_SIGNALING" from MSigDB and common proliferation markers as genesets, GSEA implemented in R package clusterProfiler was applied to the z-score expression profiles of mini-clusters to obtain the normalized enrichment scores (NES) and p-values. Mini-clusters with NES > 0 and p-value < 0.05 were considered as having high TCR signaling or proliferation, and tumor infiltrated T cells in those mini-clusters were used as “baits”. Second, the expanded clonotypes to which the baits belong were considered as potentially tumor-reactive clonotypes. At last, all cells of those potentially tumor-reactive clonotypes were considered as pTRTs, including both cells that exhibited signature of TCR signaling or proliferation and cells that did not. Although whether those cells were truly tumor-reactive required further experimental validation, it was helpful for the characterization of meta-clusters to analyze the distribution patterns of those pTRTs.
Copyright: Content may be subjected to copyright.
How to cite:
Readers should cite both the Bio-protocol preprint and the original research article where this protocol was used:
Zheng, L, Qin, S, Hu, X and Zhang, Z(2022). Identification of individual potentially tumor-reactive T cells. Bio-protocol Preprint. bio-protocol.org/prep1563.
Zheng, L., Qin, S., Si, W., Wang, A., Xing, B., Gao, R., Ren, X., Wang, L., Wu, X., Zhang, J., Wu, N., Zhang, N., Zheng, H., Ouyang, H., Chen, K., Bu, Z., Hu, X., Ji, J. and Zhang, Z.(2021). Pan-cancer single-cell landscape of tumor-infiltrating T cells. Science 374(6574). DOI: 10.1126/science.abe6474
Do you have any questions about this protocol?
Post your question to gather feedback from the community. We will also invite the authors of this
article to respond.
0/150
Tips for asking effective questions
+ Description
Write a detailed description. Include all information that will help others answer your question including experimental processes, conditions, and relevant images.
Spinning
Post a Question
0 Q&A
Spinning
This protocol preprint was submitted via the "Request
a Protocol" track.