Mature and migratory dendritic cells promote immune infiltration and response to anti-PD-1 checkpoint blockade in metastatic melanoma

J Jiekun Yang (Department of Electrical Engineering and Computer Science) C Cassia Wang D Doris Fu L Li-Lun Ho K Kyriakitsa Galani L Lee Chen J José González J Jolene Fu A Amy Y. Huang D Dennie T. Frederick L Liang He (School of Mechanical Engineering, State Key Laboratory of Intelligent Construction and Healthy Operation and Maintenance of Deep Underground Engineering) M Mukta Asnani R Rahul Tacke E Emily J. Robitschek S Sandeep K. Yadav W Wentao Deng (College of Chemistry and Chemical Engineering) K Kelly P. Burke T Tatyana Sharova R Ryan J. Sullivan (Massachusetts General Hospital Cancer Center Boston Massachusetts USA) S Sarah Weiss K Kunal Rai D David Liu (Department of Chemistry and Biochemistry, The Ohio State University, 100 W. 18th Avenue, Columbus, Ohio 43210, United States) G Genevieve M. Boland M Manolis Kellis

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

Volume / Issue Vol. 16, Issue 1
Published September 01, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (24)

J

Jiekun Yang

Department of Electrical Engineering and Computer Science

C

Cassia Wang

D

Doris Fu

L

Li-Lun Ho

K

Kyriakitsa Galani

L

Lee Chen

J

José González

J

Jolene Fu

A

Amy Y. Huang

D

Dennie T. Frederick

L

Liang He

School of Mechanical Engineering, State Key Laboratory of Intelligent Construction and Healthy Operation and Maintenance of Deep Underground Engineering

M

Mukta Asnani

R

Rahul Tacke

E

Emily J. Robitschek

S

Sandeep K. Yadav

W

Wentao Deng

College of Chemistry and Chemical Engineering

K

Kelly P. Burke

T

Tatyana Sharova

R

Ryan J. Sullivan

Massachusetts General Hospital Cancer Center Boston Massachusetts USA

S

Sarah Weiss

K

Kunal Rai

D

David Liu

Department of Chemistry and Biochemistry, The Ohio State University, 100 W. 18th Avenue, Columbus, Ohio 43210, United States

G

Genevieve M. Boland

M

Manolis Kellis