Single-cell and spatial profiling identify three response trajectories to pembrolizumab and radiation therapy in triple negative breast cancer
Strategies are needed to better identify patients that will benefit from immunotherapy alone or who may require additional therapies like chemotherapy or radiotherapy to overcome resistance. Here we employ single-cell transcriptomics and spatial proteomics to profile triple negative breast cancer bi...
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Published in | Cancer cell Vol. 42; no. 1; pp. 70 - 84.e8 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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United States
Elsevier Inc
08.01.2024
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Abstract | Strategies are needed to better identify patients that will benefit from immunotherapy alone or who may require additional therapies like chemotherapy or radiotherapy to overcome resistance. Here we employ single-cell transcriptomics and spatial proteomics to profile triple negative breast cancer biopsies taken at baseline, after one cycle of pembrolizumab, and after a second cycle of pembrolizumab given with radiotherapy. Non-responders lack immune infiltrate before and after therapy and exhibit minimal therapy-induced immune changes. Responding tumors form two groups that are distinguishable by a classifier prior to therapy, with one showing high major histocompatibility complex expression, evidence of tertiary lymphoid structures, and displaying anti-tumor immunity before treatment. The other responder group resembles non-responders at baseline and mounts a maximal immune response, characterized by cytotoxic T cell and antigen presenting myeloid cell interactions, only after combination therapy, which is mirrored in a murine model of triple negative breast cancer.
•12 distinct spatial districts described the immune and non-immune cells relationships•Two responder types were found, one with a pre-existing immune response•The second response type only exhibited an immune response after αPD1 and radiation•Non-responders lacked immune infiltrate both before and after therapy
Shiao et al. reveals the phenotypic and spatial changes that occur in the tumor immune microenvironment following anti-PD-1 therapy and radiation in triple-negative breast cancer. They identify three spatial distributions that associate with early responders, late responders and non-responders. |
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AbstractList | Strategies are needed to better identify patients that will benefit from immunotherapy alone or who may require additional therapies like chemotherapy or radiotherapy to overcome resistance. Here we employ single-cell transcriptomics and spatial proteomics to profile triple negative breast cancer biopsies taken at baseline, after one cycle of pembrolizumab, and after a second cycle of pembrolizumab given with radiotherapy. Non-responders lack immune infiltrate before and after therapy and exhibit minimal therapy-induced immune changes. Responding tumors form two groups that are distinguishable by a classifier prior to therapy, with one showing high major histocompatibility complex expression, evidence of tertiary lymphoid structures, and displaying anti-tumor immunity before treatment. The other responder group resembles non-responders at baseline and mounts a maximal immune response, characterized by cytotoxic T cell and antigen presenting myeloid cell interactions, only after combination therapy, which is mirrored in a murine model of triple negative breast cancer. Strategies are needed to better identify patients that will benefit from immunotherapy alone or who may require additional therapies like chemotherapy or radiotherapy to overcome resistance. Here we employ single-cell transcriptomics and spatial proteomics to profile triple negative breast cancer biopsies taken at baseline, after one cycle of pembrolizumab, and after a second cycle of pembrolizumab given with radiotherapy. Non-responders lack immune infiltrate before and after therapy and exhibit minimal therapy-induced immune changes. Responding tumors form two groups that are distinguishable by a classifier prior to therapy, with one showing high major histocompatibility complex expression, evidence of tertiary lymphoid structures, and displaying anti-tumor immunity before treatment. The other responder group resembles non-responders at baseline and mounts a maximal immune response, characterized by cytotoxic T cell and antigen presenting myeloid cell interactions, only after combination therapy, which is mirrored in a murine model of triple negative breast cancer. •12 distinct spatial districts described the immune and non-immune cells relationships•Two responder types were found, one with a pre-existing immune response•The second response type only exhibited an immune response after αPD1 and radiation•Non-responders lacked immune infiltrate both before and after therapy Shiao et al. reveals the phenotypic and spatial changes that occur in the tumor immune microenvironment following anti-PD-1 therapy and radiation in triple-negative breast cancer. They identify three spatial distributions that associate with early responders, late responders and non-responders. |
Author | Burnison, Michele Dang, Catherine Dadmanesh, Farnaz Giuliano, Armando Shah, Aagam Martinez, Andrew Choi, Rachel Martin, Cynthia Richardson, Heather McAndrew, Philomena Henson, Regina Zumsteg, Zachary S. Mevises, Natalie-Ya Mita, Monica Ing, Nathan Mebane, Richard H. Shiao, Stephen L. Amersi, Farin Davis, Madison Khameneh, Negin H. Mirhadi, Amin Gouin, Kenneth H. Shon, Wonwoo Karlan, Scott Rollins, Dustin Zitser, David Chung, Alice Ho, Alice Ben-Cheikh, Bassem McArthur, Heather Basho, Reva Knott, Simon R.V. Lee, Joseph |
Author_xml | – sequence: 1 givenname: Stephen L. orcidid: 0000-0001-7586-2885 surname: Shiao fullname: Shiao, Stephen L. email: stephen.shiao@cshs.org organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 2 givenname: Kenneth H. surname: Gouin fullname: Gouin, Kenneth H. organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 3 givenname: Nathan surname: Ing fullname: Ing, Nathan organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 4 givenname: Alice surname: Ho fullname: Ho, Alice email: alice.ho@duke.edu organization: Breast Cancer Clinical Research Unit, Duke University Medical Center, Raleigh, NC, USA – sequence: 5 givenname: Reva surname: Basho fullname: Basho, Reva organization: Ellison Institute of Technology, Los Angeles, CA, USA – sequence: 6 givenname: Aagam surname: Shah fullname: Shah, Aagam organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 7 givenname: Richard H. surname: Mebane fullname: Mebane, Richard H. organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 8 givenname: David surname: Zitser fullname: Zitser, David organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 9 givenname: Andrew surname: Martinez fullname: Martinez, Andrew organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 10 givenname: Natalie-Ya surname: Mevises fullname: Mevises, Natalie-Ya organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 11 givenname: Bassem surname: Ben-Cheikh fullname: Ben-Cheikh, Bassem organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 12 givenname: 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Center, Los Angeles, CA, USA – sequence: 18 givenname: Farin surname: Amersi fullname: Amersi, Farin organization: Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 19 givenname: Catherine surname: Dang fullname: Dang, Catherine organization: Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 20 givenname: Heather surname: Richardson fullname: Richardson, Heather organization: Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 21 givenname: Wonwoo surname: Shon fullname: Shon, Wonwoo organization: Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 22 givenname: Farnaz surname: Dadmanesh fullname: Dadmanesh, Farnaz organization: Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 23 givenname: Michele surname: Burnison fullname: Burnison, Michele organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 24 givenname: Amin surname: Mirhadi fullname: Mirhadi, Amin organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 25 givenname: Zachary S. surname: Zumsteg fullname: Zumsteg, Zachary S. organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 26 givenname: Rachel surname: Choi fullname: Choi, Rachel organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 27 givenname: Madison surname: Davis fullname: Davis, Madison organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 28 givenname: Joseph surname: Lee fullname: Lee, Joseph organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 29 givenname: Dustin surname: Rollins fullname: Rollins, Dustin organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 30 givenname: Cynthia surname: Martin fullname: Martin, Cynthia organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 31 givenname: Negin H. surname: Khameneh fullname: Khameneh, Negin H. organization: Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA – sequence: 32 givenname: Heather surname: McArthur fullname: McArthur, Heather email: heather.mcarthur@utsouthwestern.edu organization: Department of Internal Medicine, Division of Hematology-Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA – sequence: 33 givenname: Simon R.V. surname: Knott fullname: Knott, Simon R.V. email: simon.knott@cshs.org organization: Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38194915$$D View this record in MEDLINE/PubMed |
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Keywords | disseminated tumor cells vaccine CAR T cell tumor dormancy T cell immunotherapy Breast cancer metastasis TCR T cell tumor microenvironment |
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SubjectTerms | Animals Antibodies, Monoclonal, Humanized - therapeutic use Breast cancer metastasis CAR T cell Combined Modality Therapy disseminated tumor cells Humans Immunotherapy Mice T cell TCR T cell Triple Negative Breast Neoplasms - drug therapy Triple Negative Breast Neoplasms - genetics Triple Negative Breast Neoplasms - radiotherapy tumor dormancy tumor microenvironment vaccine |
Title | Single-cell and spatial profiling identify three response trajectories to pembrolizumab and radiation therapy in triple negative breast cancer |
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