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Enhancer Reprogramming in Melanoma Immune Checkpoint Therapy Resistance

Mayinuer Maitituoheti, Alvin Shi, Ming Tang, Li-Lun Ho, Christopher Terranova, Kyriaki Galani, Emily Z. Keung, Caitlin A. Creasy, Manrong Wu, Jiajia Chen, Nana Chen, Anand K. Singh, Apoorvi Chaudhri, Nazanin E. Anvar, Giuseppe Tarantino, Jiekun Yang, Sharmistha Sarkar, Shan Jiang, Jared Malke, Lauren Haydu, Elizabeth Burton, Michael A. Davies, Jeffrey E. Gershenwald, Patrick Hwu, Alexander Lazar, Jaime H. Cheah, Christian K. Soule, Stuart S. Levine, Chantale Bernatchez, Srinivas V. Saladi, David Liu, Jennifer Wargo, Genevieve M. Boland, Manolis Kellis, Kunal Rai
doi: https://doi.org/10.1101/2022.08.31.506051
Mayinuer Maitituoheti
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
2Immunobiology and Transplant Science Center and Department of Surgery, Houston Methodist Hospital, Houston, TX
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Alvin Shi
3Department of Computer Science, Massachusetts Institute of Technology, Boston, MA
12GRAIL, LLC. Menlo Park, CA
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Ming Tang
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
13Immunitas, Boston, MA
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Li-Lun Ho
3Department of Computer Science, Massachusetts Institute of Technology, Boston, MA
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Christopher Terranova
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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Kyriaki Galani
3Department of Computer Science, Massachusetts Institute of Technology, Boston, MA
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Emily Z. Keung
4Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Caitlin A. Creasy
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Manrong Wu
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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Jiajia Chen
6Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
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Nana Chen
7Department of Otolaryngology Head and Neck Surgery, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Broad Institute of Harvard and MIT
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Anand K. Singh
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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Apoorvi Chaudhri
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Nazanin E. Anvar
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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Giuseppe Tarantino
6Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
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Jiekun Yang
3Department of Computer Science, Massachusetts Institute of Technology, Boston, MA
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Sharmistha Sarkar
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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Shan Jiang
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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Jared Malke
4Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Lauren Haydu
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Elizabeth Burton
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Michael A. Davies
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Jeffrey E. Gershenwald
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Patrick Hwu
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
8Department of Cutaneous Oncology, Moffitt Cancer Center, Tampa, FL
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Alexander Lazar
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
9Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Jaime H. Cheah
10Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA
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Christian K. Soule
10Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA
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Stuart S. Levine
10Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA
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Chantale Bernatchez
5Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Srinivas V. Saladi
7Department of Otolaryngology Head and Neck Surgery, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Broad Institute of Harvard and MIT
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David Liu
6Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
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Jennifer Wargo
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
4Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Genevieve M. Boland
11Department of Surgery, Massachusetts General Hospital, Boston, MA
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  • For correspondence: krai@mdanderson.org manoli@mit.edu gmboland@mgh.harvard.edu
Manolis Kellis
3Department of Computer Science, Massachusetts Institute of Technology, Boston, MA
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  • For correspondence: krai@mdanderson.org manoli@mit.edu gmboland@mgh.harvard.edu
Kunal Rai
1Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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  • For correspondence: krai@mdanderson.org manoli@mit.edu gmboland@mgh.harvard.edu
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ABSTRACT

Immune checkpoint blockade (ICB) therapy has improved long-term survival for patients with advanced melanoma. However, there is critical need to identify potential biomarkers of response and actionable strategies to improve response rates. Through generation and analysis of 148 chromatin modification maps for 36 melanoma samples from patients treated with anti-PD- 1, we identified significant enrichment of active enhancer states in non-responders at baseline. Analysis of an independent cohort of 20 samples identified a set of 437 enhancers that predicted response to anti-PD-1 therapy (Area Under the Curve of 0.8417). The activated non-responder enhancers marked a group of key regulators of several pathways in melanoma cells (including c- MET, TGFβ, EMT and AKT) that are known to mediate resistance to ICB therapy and several checkpoint receptors in T cells. Epigenetic editing experiments implicated involvement of c-MET enhancers in the modulation of immune response. Finally, inhibition of enhancers and repression of these pathways using bromodomain inhibitors along with anti-PD-1 therapy significantly decreased melanoma tumor burden and increased T-cell infiltration. Together, these findings identify a potential enhancer-based biomarker of resistance to anti-PD-1 and suggest enhancer blockade in combination with ICB as a potential strategy to improve responses.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Conflict of interest statement: Authors declare no competing interests.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Enhancer Reprogramming in Melanoma Immune Checkpoint Therapy Resistance
Mayinuer Maitituoheti, Alvin Shi, Ming Tang, Li-Lun Ho, Christopher Terranova, Kyriaki Galani, Emily Z. Keung, Caitlin A. Creasy, Manrong Wu, Jiajia Chen, Nana Chen, Anand K. Singh, Apoorvi Chaudhri, Nazanin E. Anvar, Giuseppe Tarantino, Jiekun Yang, Sharmistha Sarkar, Shan Jiang, Jared Malke, Lauren Haydu, Elizabeth Burton, Michael A. Davies, Jeffrey E. Gershenwald, Patrick Hwu, Alexander Lazar, Jaime H. Cheah, Christian K. Soule, Stuart S. Levine, Chantale Bernatchez, Srinivas V. Saladi, David Liu, Jennifer Wargo, Genevieve M. Boland, Manolis Kellis, Kunal Rai
bioRxiv 2022.08.31.506051; doi: https://doi.org/10.1101/2022.08.31.506051
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Enhancer Reprogramming in Melanoma Immune Checkpoint Therapy Resistance
Mayinuer Maitituoheti, Alvin Shi, Ming Tang, Li-Lun Ho, Christopher Terranova, Kyriaki Galani, Emily Z. Keung, Caitlin A. Creasy, Manrong Wu, Jiajia Chen, Nana Chen, Anand K. Singh, Apoorvi Chaudhri, Nazanin E. Anvar, Giuseppe Tarantino, Jiekun Yang, Sharmistha Sarkar, Shan Jiang, Jared Malke, Lauren Haydu, Elizabeth Burton, Michael A. Davies, Jeffrey E. Gershenwald, Patrick Hwu, Alexander Lazar, Jaime H. Cheah, Christian K. Soule, Stuart S. Levine, Chantale Bernatchez, Srinivas V. Saladi, David Liu, Jennifer Wargo, Genevieve M. Boland, Manolis Kellis, Kunal Rai
bioRxiv 2022.08.31.506051; doi: https://doi.org/10.1101/2022.08.31.506051

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