Mature and migratory dendritic cells promote immune infiltration and response to anti-PD-1 checkpoint blockade in metastatic melanoma
Abstract
Abstract Immune checkpoint inhibitors (ICIs) have revolutionized cancer therapy, yet most patients fail to achieve durable responses. To better understand the tumor microenvironment (TME), we analyze single-cell RNA-seq (~189 K cells) from 36 metastatic melanoma samples, defining 14 cell types, 55 subtypes, and 15 transcriptional hallmarks of malignant cells. Correlations between cell subtype proportions reveal six distinct clusters, with a mature dendritic cell subtype enriched in immunoregulatory molecules (mregDC) linked to naive T and B cells. Importantly, mregDC abundance predicts progression-free survival (PFS) with ICIs and other therapies, especially when combined with the TCF7 + /– CD8 T cell ratio. Analysis of an independent cohort (n = 318) validates mregDC as a predictive biomarker for anti-CTLA-4 plus anti-PD-1 therapies. Further characterization of mregDCs versus conventional dendritic cells (cDC1/cDC2) highlights their unique transcriptional, epigenetic (single-nucleus ATAC-seq data for cDCs from 14 matched samples), and interaction profiles, offering new insights for improving immunotherapy response and guiding future combination treatments.
Article Details
Authors (24)
Jiekun Yang
Department of Electrical Engineering and Computer Science
Cassia Wang
Doris Fu
Li-Lun Ho
Kyriakitsa Galani
Lee Chen
José González
Jolene Fu
Amy Y. Huang
Dennie T. Frederick
Liang He
School of Mechanical Engineering, State Key Laboratory of Intelligent Construction and Healthy Operation and Maintenance of Deep Underground Engineering
Mukta Asnani
Rahul Tacke
Emily J. Robitschek
Sandeep K. Yadav
Wentao Deng
College of Chemistry and Chemical Engineering
Kelly P. Burke
Tatyana Sharova
Ryan J. Sullivan
Massachusetts General Hospital Cancer Center Boston Massachusetts USA
Sarah Weiss
Kunal Rai
David Liu
Department of Chemistry and Biochemistry, The Ohio State University, 100 W. 18th Avenue, Columbus, Ohio 43210, United States
Genevieve M. Boland
Manolis Kellis