Steven M. Blum*, Daniel A. Zlotoff*, Neal P. Smith*, Isabela J. Kernin*, Swetha Ramesh*, Leyre Zubiri, Joshua Caplin, Nandini Samanta, Sidney Martin, Mike Wang, Alice Tirard, Yuhui Song, Katherine H. Xu, Jaimie Barth, Pritha Sen, Kamil Slowikowski, Jessica Tantivit, Kasidet Manakongtreecheep, Benjamin Y. Arnold, Mazen Nasrallah, Christopher J. Pinto, Daniel McLoughlin, Monica Jackson, PuiYee Chan, Aleigha Lawless, William A. Michaud, Tatyana Sharova, Linda T. Nieman, Justin F. Gainor, Catherine J. Wu, Dejan Juric, Mari Mino-Kenudson, Giacomo Oliveira, Ryan J. Sullivan, Genevieve M. Boland, James R. Stone, Molly F. Thomas, Tomas G. Neilan, Kerry L. Reynolds, Alexandra-Chloé Villani
Nature 2024. doi: 10.1038/s41586-024-08105-5
Abstract
Immune checkpoint inhibitors are widely used anticancer therapies1 that can cause morbid and potentially fatal immune-related adverse events such as immune-related myocarditis (irMyocarditis). The pathogenesis of irMyocarditis and its relationship to antitumour immunity remain poorly understood. Here we sought to define immune responses in heart, tumour and blood in patients with irMyocarditis by leveraging single-cell RNA sequencing coupled with T cell receptor (TCR) sequencing, microscopy and proteomics analyses of samples from 28 patients with irMyocarditis and 41 unaffected individuals. Analyses of 84,576 cardiac cells by single-cell RNA sequencing combined with multiplexed microscopy demonstrated increased frequencies and co-localization of cytotoxic T cells, conventional dendritic cells and inflammatory fibroblasts in irMyocarditis heart tissue. Analyses of 366,066 blood cells revealed decreased frequencies of plasmacytoid dendritic cells, conventional dendritic cells and B lineage cells but an increased frequency of other mononuclear phagocytes in irMyocarditis. Fifty-two heart-expanded TCR clones from eight patients did not recognize the putative cardiac autoantigens α-myosin, troponin I or troponin T. Additionally, TCRs enriched in heart tissue were largely nonoverlapping with those enriched in paired tumour tissue. The presence of heart-expanded TCRs in a cycling blood CD8 T cell population was associated with fatal irMyocarditis case status. Collectively, these findings highlight crucial biology driving irMyocarditis and identify putative biomarkers.
On this website, we provide interactive data browsers to view all of the transcriptomics data for each of the manually curated cell clusters.
Metadata variables and gene expression in two-dimensional embeddings.
Heart tissue cells:
Blood PMBCs:
Blum SM, Zlotoff DA, Smith NP, Kernin IJ, Ramesh S, Zubiri L, et al. Immune responses in checkpoint myocarditis across heart, blood and tumour. Nature. 2024; 1–9. doi:10.1038/s41586-024-08105-5
BibTeX
@ARTICLE{Blum2024-qd,
title = "{Immune responses in checkpoint myocarditis across heart, blood
and tumour}",
author = "Blum, Steven M and Zlotoff, Daniel A and Smith, Neal P and
Kernin, Isabela J and Ramesh, Swetha and Zubiri, Leyre and
Caplin, Joshua and Samanta, Nandini and Martin, Sidney and Wang,
Mike and Tirard, Alice and Song, Yuhui and Xu, Katherine H and
Barth, Jaimie and Sen, Pritha and Slowikowski, Kamil and
Tantivit, Jessica and Manakongtreecheep, Kasidet and Arnold,
Benjamin Y and Nasrallah, Mazen and Pinto, Christopher J and
McLoughlin, Daniel and Jackson, Monica and Chan, Puiyee and
Lawless, Aleigha and Michaud, William A and Sharova, Tatyana and
Nieman, Linda T and Gainor, Justin F and Wu, Catherine J and
Juric, Dejan and Mino-Kenudson, Mari and Oliveira, Giacomo and
Sullivan, Ryan J and Boland, Genevieve M and Stone, James R and
Thomas, Molly F and Neilan, Tomas G and Reynolds, Kerry L and
Villani, Alexandra-Chloé",
journal = "Nature",
publisher = "Nature Publishing Group",
pages = "1--9",
abstract = "Immune checkpoint inhibitors are widely used anticancer
therapies1 that can cause morbid and potentially fatal
immune-related adverse events such as immune-related myocarditis
(irMyocarditis)2–5. The pathogenesis of irMyocarditis and its
relationship to antitumour immunity remain poorly understood.
Here we sought to define immune responses in heart, tumour and
blood in patients with irMyocarditis by leveraging single-cell
RNA sequencing coupled with T cell receptor (TCR) sequencing,
microscopy and proteomics analyses of samples from 28 patients
with irMyocarditis and 41 unaffected individuals. Analyses of
84,576 cardiac cells by single-cell RNA sequencing combined with
multiplexed microscopy demonstrated increased frequencies and
co-localization of cytotoxic T cells, conventional dendritic
cells and inflammatory fibroblasts in irMyocarditis heart tissue.
Analyses of 366,066 blood cells revealed decreased frequencies of
plasmacytoid dendritic cells, conventional dendritic cells and B
lineage cells but an increased frequency of other mononuclear
phagocytes in irMyocarditis. Fifty-two heart-expanded TCR clones
from eight patients did not recognize the putative cardiac
autoantigens α-myosin, troponin I or troponin T. Additionally,
TCRs enriched in heart tissue were largely nonoverlapping with
those enriched in paired tumour tissue. The presence of
heart-expanded TCRs in a cycling blood CD8 T cell population was
associated with fatal irMyocarditis case status. Collectively,
these findings highlight crucial biology driving irMyocarditis
and identify putative biomarkers. The molecular characteristics
of myocarditis associated with immune checkpoint inhibitors are
described and potential biomarkers of onset and severity are
identified.",
month = nov,
year = 2024,
doi = "10.1038/s41586-024-08105-5",
issn = "0028-0836,1476-4687",
language = "en"
}
The single-cell data is available at NCBI GEO accession GSE228597.
Analysis output files and source code for the analysis is available at GitHub: github.com/villani-lab/myocarditis
A permanent archive of the source code and output files is available at Zenodo: 10.5281/zenodo.11519192
Please contact us with any questions or comments.
The data presented here comes from the laboratory of Dr. Alexandra Chloe Villani.
This site was made by Kamil Slowikowski