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Spatial analysis of human lung cancer reveals organized immune hubs enriched for stem-like CD8 T cells and associated with immunotherapy response

View ORCID ProfileJonathan H. Chen, Linda T. Nieman, Maxwell Spurrell, Vjola Jorgji, Peter Richieri, Katherine H. Xu, Roopa Madhu, Milan Parikh, Izabella Zamora, Arnav Mehta, Christopher S. Nabel, Samuel S. Freeman, Joshua D. Pirl, Chenyue Lu, Catherine B. Meador, Jaimie L. Barth, Mustafa Sakhi, Alexander L. Tang, Siranush Sarkizova, Colles Price, Nicolas F. Fernandez, George Emanuel, Jiang He, Katrina Van Raay, Jason W. Reeves, Keren Yizhak, Matan Hofree, Angela Shih, Moshe Sade-Feldman, Genevieve M. Boland, Karin Pelka, Martin Aryee, Ilya Korsunsky, Mari Mino-Kenudson, Justin F. Gainor, Nir Hacohen
doi: https://doi.org/10.1101/2023.04.04.535379
Jonathan H. Chen
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
2Department of Pathology, MGH, Boston, MA, USA
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
4Harvard Medical School, Boston, MA, USA
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  • ORCID record for Jonathan H. Chen
  • For correspondence: jhchen@mgh.harvard.edu jgainor@mgh.harvard.edu nhacohen@mgh.harvard.edu
Linda T. Nieman
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
4Harvard Medical School, Boston, MA, USA
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Maxwell Spurrell
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
2Department of Pathology, MGH, Boston, MA, USA
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
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Vjola Jorgji
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
2Department of Pathology, MGH, Boston, MA, USA
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
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Peter Richieri
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
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Katherine H. Xu
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
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Roopa Madhu
16Department of Immunology, HMS, Boston, MA, USA
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Milan Parikh
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
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Izabella Zamora
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
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Arnav Mehta
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
4Harvard Medical School, Boston, MA, USA
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Christopher S. Nabel
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
4Harvard Medical School, Boston, MA, USA
5Koch Institute for Integrative Cancer Research, Department of Biology, MIT, Cambridge, MA, USA
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Samuel S. Freeman
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
4Harvard Medical School, Boston, MA, USA
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Joshua D. Pirl
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
6Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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Chenyue Lu
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
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Catherine B. Meador
4Harvard Medical School, Boston, MA, USA
7Department of Medicine, Division of Hematology/Oncology, MGH, HMS, Boston, MA, USA
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Jaimie L. Barth
2Department of Pathology, MGH, Boston, MA, USA
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Mustafa Sakhi
8Center for Thoracic Cancers, MGH, Boston, MA, USA
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Alexander L. Tang
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
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Siranush Sarkizova
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
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Colles Price
18Vizgen, Inc, Cambridge, MA, USA
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Nicolas F. Fernandez
18Vizgen, Inc, Cambridge, MA, USA
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George Emanuel
18Vizgen, Inc, Cambridge, MA, USA
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Jiang He
18Vizgen, Inc, Cambridge, MA, USA
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Katrina Van Raay
19NanoString Technologies, Inc, Seattle, WA, USA
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Jason W. Reeves
19NanoString Technologies, Inc, Seattle, WA, USA
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Keren Yizhak
9Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
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Matan Hofree
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
10School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel
11Lautenberg Center for Immunology and Cancer Research, The Hebrew University of Jerusalem, Jerusalem, Israel
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Angela Shih
2Department of Pathology, MGH, Boston, MA, USA
4Harvard Medical School, Boston, MA, USA
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Moshe Sade-Feldman
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
4Harvard Medical School, Boston, MA, USA
12Department of Medicine, Harvard Medical School, Boston, MA, USA
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Genevieve M. Boland
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
4Harvard Medical School, Boston, MA, USA
13Department of Surgery, MGH, Boston, MA, USA
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Karin Pelka
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
14Gladstone-UCSF Institute of Genomic Immunology, Gladstone Institutes, San Francisco, CA, USA
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Martin Aryee
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
4Harvard Medical School, Boston, MA, USA
15Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
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Ilya Korsunsky
4Harvard Medical School, Boston, MA, USA
17Brigham and Women’s Hospital, Division of Genetics, Boston, MA, USA
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Mari Mino-Kenudson
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
2Department of Pathology, MGH, Boston, MA, USA
4Harvard Medical School, Boston, MA, USA
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Justin F. Gainor
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
4Harvard Medical School, Boston, MA, USA
8Center for Thoracic Cancers, MGH, Boston, MA, USA
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  • For correspondence: jhchen@mgh.harvard.edu jgainor@mgh.harvard.edu nhacohen@mgh.harvard.edu
Nir Hacohen
1Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA
3Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
4Harvard Medical School, Boston, MA, USA
16Department of Immunology, HMS, Boston, MA, USA
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  • For correspondence: jhchen@mgh.harvard.edu jgainor@mgh.harvard.edu nhacohen@mgh.harvard.edu
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ABSTRACT

The organization of immune cells in human tumors is not well understood. Immunogenic tumors harbor spatially-localized multicellular ‘immunity hubs’ defined by expression of the T cell-attracting chemokines CXCL10/CXCL11 and abundant T cells. Here, we examined immunity hubs in human pre-immunotherapy lung cancer specimens, and found that they were associated with beneficial responses to PD-1-blockade. Immunity hubs were enriched for many interferon-stimulated genes, T cells in multiple differentiation states, and CXCL9/10/11+ macrophages that preferentially interact with CD8 T cells. Critically, we discovered the stem-immunity hub, a subtype of immunity hub strongly associated with favorable PD-1-blockade outcomes, distinct from mature tertiary lymphoid structures, and enriched for stem-like TCF7+PD-1+ CD8 T cells and activated CCR7+LAMP3+ dendritic cells, as well as chemokines that organize these cells. These results elucidate the spatial organization of the human intratumoral immune response and its relevance to patient immunotherapy outcomes.

Competing Interest Statement

C.S.N. holds equity in Opko Health and receives royalties from Life Technologies and Cambridge Epigenetix. S.F.'s salary is partially supported by research funding from IBM. A.M. has served a consultant/advisory role for Third Rock Ventures, Asher Biotherapeutics, Abata Therapeutics, Flare Therapeutics, venBio Partners, BioNTech, Rheos Medicines and Checkmate Pharmaceuticals, is an equity holder in Asher Biotherapeutics and Abata Therapeutics, and has a sponsored research agreement with Bristol-Myers Squibb and Olink Proteomics. M.S.-F. receives funding from Bristol-Myers Squibb. G.M.B. has sponsored research agreements with Olink Proteomics, InterVenn, Palleon Pharmaceuticals, and Takeda Oncology, has served as a consultant for Merck, Ankyra Therapeutics, and InterVenn, and is a scientific advisory board member for Iovance, Merck, Ankyra Therapeutics, and InstilBio. M.A. has a financial interest in SeQure Dx, Inc. M.M.-K. has served as a consultant for AstraZeneca, BMS, Sanofi, and Janssen Oncology and receives royalties from Elsevier. J.F.G. has consulted and/or had advisory roles for Agios, Amgen, AstraZeneca, Array BioPharma, Blueprint Medicines Corporation, BMS, Genentech/Roche, Gilead Sciences, Jounce Therapeutics, Lilly, Loxo Oncology, Merck, Mirati, Silverback Therapeutics, Sanofi, GlydeBio, Curie Therapeutics, Novartis, Moderna Therapeutics, Oncorus, Regeneron, Takeda, Pfizer; has stock and ownership in Ironwood Pharmaceuticals; and has received Honoraria from Merck, Novartis, Pfizer, and Takeda; and institutional research funding from Adaptimmune, ALX Oncology, Merck, Array BioPharma, AstraZeneca, Blueprint Medicines Corporation, BMS, Scholar Rock, Genentech, Jounce Therapeutics, Merck, Novartis; research funding from Novartis, Genentech/Roche, and Takeda, has an immediate family member who is an employee of Ironwood Pharmaceuticals. N.H. holds equity in BioNTech and is an advisor for Related Sciences/Danger Bio. J.H., N.F.F., and G.E. are employees of Vizgen, Inc. C.P. (now at Takeda) was an employee of Vizgen when this research was conducted. J.W.R. and K.V.R. are employees of NanoString, Inc. I.K. receives research funding from the Chan Zuckerberg Initiative and has consulting/advisory roles with Mestag Therapeutics Ltd and Scailtye AG.

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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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Posted April 06, 2023.
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Spatial analysis of human lung cancer reveals organized immune hubs enriched for stem-like CD8 T cells and associated with immunotherapy response
Jonathan H. Chen, Linda T. Nieman, Maxwell Spurrell, Vjola Jorgji, Peter Richieri, Katherine H. Xu, Roopa Madhu, Milan Parikh, Izabella Zamora, Arnav Mehta, Christopher S. Nabel, Samuel S. Freeman, Joshua D. Pirl, Chenyue Lu, Catherine B. Meador, Jaimie L. Barth, Mustafa Sakhi, Alexander L. Tang, Siranush Sarkizova, Colles Price, Nicolas F. Fernandez, George Emanuel, Jiang He, Katrina Van Raay, Jason W. Reeves, Keren Yizhak, Matan Hofree, Angela Shih, Moshe Sade-Feldman, Genevieve M. Boland, Karin Pelka, Martin Aryee, Ilya Korsunsky, Mari Mino-Kenudson, Justin F. Gainor, Nir Hacohen
bioRxiv 2023.04.04.535379; doi: https://doi.org/10.1101/2023.04.04.535379
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Spatial analysis of human lung cancer reveals organized immune hubs enriched for stem-like CD8 T cells and associated with immunotherapy response
Jonathan H. Chen, Linda T. Nieman, Maxwell Spurrell, Vjola Jorgji, Peter Richieri, Katherine H. Xu, Roopa Madhu, Milan Parikh, Izabella Zamora, Arnav Mehta, Christopher S. Nabel, Samuel S. Freeman, Joshua D. Pirl, Chenyue Lu, Catherine B. Meador, Jaimie L. Barth, Mustafa Sakhi, Alexander L. Tang, Siranush Sarkizova, Colles Price, Nicolas F. Fernandez, George Emanuel, Jiang He, Katrina Van Raay, Jason W. Reeves, Keren Yizhak, Matan Hofree, Angela Shih, Moshe Sade-Feldman, Genevieve M. Boland, Karin Pelka, Martin Aryee, Ilya Korsunsky, Mari Mino-Kenudson, Justin F. Gainor, Nir Hacohen
bioRxiv 2023.04.04.535379; doi: https://doi.org/10.1101/2023.04.04.535379

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