Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility

Abstract Immune checkpoint inhibition has shown success in treating metastatic cutaneous melanoma but has limited efficacy against metastatic uveal melanoma, a rare variant arising from the immune privileged eye. To better understand this resistance, we comprehensively profile 100 human uveal melano...

Full description

Bibliographic Details
Main Authors: Shravan Leonard-Murali, Chetana Bhaskarla, Ghanshyam S. Yadav, Sudeep K. Maurya, Chenna R. Galiveti, Joshua A. Tobin, Rachel J. Kann, Eishan Ashwat, Patrick S. Murphy, Anish B. Chakka, Vishal Soman, Paul G. Cantalupo, Xinming Zhuo, Gopi Vyas, Dara L. Kozak, Lindsey M. Kelly, Ed Smith, Uma R. Chandran, Yen-Michael S. Hsu, Udai S. Kammula
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-024-46906-4
_version_ 1797199356520038400
author Shravan Leonard-Murali
Chetana Bhaskarla
Ghanshyam S. Yadav
Sudeep K. Maurya
Chenna R. Galiveti
Joshua A. Tobin
Rachel J. Kann
Eishan Ashwat
Patrick S. Murphy
Anish B. Chakka
Vishal Soman
Paul G. Cantalupo
Xinming Zhuo
Gopi Vyas
Dara L. Kozak
Lindsey M. Kelly
Ed Smith
Uma R. Chandran
Yen-Michael S. Hsu
Udai S. Kammula
author_facet Shravan Leonard-Murali
Chetana Bhaskarla
Ghanshyam S. Yadav
Sudeep K. Maurya
Chenna R. Galiveti
Joshua A. Tobin
Rachel J. Kann
Eishan Ashwat
Patrick S. Murphy
Anish B. Chakka
Vishal Soman
Paul G. Cantalupo
Xinming Zhuo
Gopi Vyas
Dara L. Kozak
Lindsey M. Kelly
Ed Smith
Uma R. Chandran
Yen-Michael S. Hsu
Udai S. Kammula
author_sort Shravan Leonard-Murali
collection DOAJ
description Abstract Immune checkpoint inhibition has shown success in treating metastatic cutaneous melanoma but has limited efficacy against metastatic uveal melanoma, a rare variant arising from the immune privileged eye. To better understand this resistance, we comprehensively profile 100 human uveal melanoma metastases using clinicogenomics, transcriptomics, and tumor infiltrating lymphocyte potency assessment. We find that over half of these metastases harbor tumor infiltrating lymphocytes with potent autologous tumor specificity, despite low mutational burden and resistance to prior immunotherapies. However, we observe strikingly low intratumoral T cell receptor clonality within the tumor microenvironment even after prior immunotherapies. To harness these quiescent tumor infiltrating lymphocytes, we develop a transcriptomic biomarker to enable in vivo identification and ex vivo liberation to counter their growth suppression. Finally, we demonstrate that adoptive transfer of these transcriptomically selected tumor infiltrating lymphocytes can promote tumor immunity in patients with metastatic uveal melanoma when other immunotherapies are incapable.
first_indexed 2024-04-24T07:14:27Z
format Article
id doaj.art-c3827bd8a22341ebb07936043ec06ea7
institution Directory Open Access Journal
issn 2041-1723
language English
last_indexed 2024-04-24T07:14:27Z
publishDate 2024-04-01
publisher Nature Portfolio
record_format Article
series Nature Communications
spelling doaj.art-c3827bd8a22341ebb07936043ec06ea72024-04-21T11:23:09ZengNature PortfolioNature Communications2041-17232024-04-0115111710.1038/s41467-024-46906-4Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibilityShravan Leonard-Murali0Chetana Bhaskarla1Ghanshyam S. Yadav2Sudeep K. Maurya3Chenna R. Galiveti4Joshua A. Tobin5Rachel J. Kann6Eishan Ashwat7Patrick S. Murphy8Anish B. Chakka9Vishal Soman10Paul G. Cantalupo11Xinming Zhuo12Gopi Vyas13Dara L. Kozak14Lindsey M. Kelly15Ed Smith16Uma R. Chandran17Yen-Michael S. Hsu18Udai S. Kammula19UPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghDepartment of Biomedical Informatics, University of PittsburghDepartment of Biomedical Informatics, University of PittsburghDepartment of Biomedical Informatics, University of PittsburghUPMC Genome Center, University of PittsburghUPMC Genome Center, University of PittsburghUPMC Genome Center, University of PittsburghUPMC Genome Center, University of PittsburghUPMC Genome Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghUPMC Hillman Cancer Center, University of PittsburghAbstract Immune checkpoint inhibition has shown success in treating metastatic cutaneous melanoma but has limited efficacy against metastatic uveal melanoma, a rare variant arising from the immune privileged eye. To better understand this resistance, we comprehensively profile 100 human uveal melanoma metastases using clinicogenomics, transcriptomics, and tumor infiltrating lymphocyte potency assessment. We find that over half of these metastases harbor tumor infiltrating lymphocytes with potent autologous tumor specificity, despite low mutational burden and resistance to prior immunotherapies. However, we observe strikingly low intratumoral T cell receptor clonality within the tumor microenvironment even after prior immunotherapies. To harness these quiescent tumor infiltrating lymphocytes, we develop a transcriptomic biomarker to enable in vivo identification and ex vivo liberation to counter their growth suppression. Finally, we demonstrate that adoptive transfer of these transcriptomically selected tumor infiltrating lymphocytes can promote tumor immunity in patients with metastatic uveal melanoma when other immunotherapies are incapable.https://doi.org/10.1038/s41467-024-46906-4
spellingShingle Shravan Leonard-Murali
Chetana Bhaskarla
Ghanshyam S. Yadav
Sudeep K. Maurya
Chenna R. Galiveti
Joshua A. Tobin
Rachel J. Kann
Eishan Ashwat
Patrick S. Murphy
Anish B. Chakka
Vishal Soman
Paul G. Cantalupo
Xinming Zhuo
Gopi Vyas
Dara L. Kozak
Lindsey M. Kelly
Ed Smith
Uma R. Chandran
Yen-Michael S. Hsu
Udai S. Kammula
Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility
Nature Communications
title Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility
title_full Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility
title_fullStr Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility
title_full_unstemmed Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility
title_short Uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility
title_sort uveal melanoma immunogenomics predict immunotherapy resistance and susceptibility
url https://doi.org/10.1038/s41467-024-46906-4
work_keys_str_mv AT shravanleonardmurali uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT chetanabhaskarla uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT ghanshyamsyadav uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT sudeepkmaurya uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT chennargaliveti uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT joshuaatobin uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT racheljkann uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT eishanashwat uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT patricksmurphy uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT anishbchakka uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT vishalsoman uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT paulgcantalupo uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT xinmingzhuo uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT gopivyas uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT daralkozak uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT lindseymkelly uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT edsmith uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT umarchandran uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT yenmichaelshsu uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility
AT udaiskammula uvealmelanomaimmunogenomicspredictimmunotherapyresistanceandsusceptibility