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1
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Combes AJ, Samad B, Tsui J, Chew NW, Yan P, Reeder GC, Kushnoor D, Shen A, Davidson B, Barczak AJ, Adkisson M, Edwards A, Naser M, Barry KC, Courau T, Hammoudi T, Argüello RJ, Rao AA, Olshen AB, Cai C, Zhan J, Davis KC, Kelley RK, Chapman JS, Atreya CE, Patel A, Daud AI, Ha P, Diaz AA, Kratz JR, Collisson EA, Fragiadakis GK, Erle DJ, Boissonnas A, Asthana S, Chan V, Krummel MF, Fong L, Nelson A, Kumar R, Lee J, Burra A, Hsu J, Hackett C, Tolentino K, Sjarif J, Johnson P, Shao E, Abrau D, Lupin L, Shaw C, Collins Z, Lea T, Corvera C, Nakakura E, Carnevale J, Alvarado M, Loo K, Chen L, Chow M, Grandis J, Ryan W, El-Sayed I, Jablons D, Woodard G, Meng MW, Porten SP, Okada H, Tempero M, Ko A, Kirkwood K, Vandenberg S, Guevarra D, Oropeza E, Cyr C, Glenn P, Bolen J, Morton A, Eckalbar W. Discovering dominant tumor immune archetypes in a pan-cancer census. Cell 2022; 185:184-203.e19. [PMID: 34963056 PMCID: PMC8862608 DOI: 10.1016/j.cell.2021.12.004] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 08/25/2021] [Accepted: 12/03/2021] [Indexed: 01/09/2023]
Abstract
Cancers display significant heterogeneity with respect to tissue of origin, driver mutations, and other features of the surrounding tissue. It is likely that individual tumors engage common patterns of the immune system-here "archetypes"-creating prototypical non-destructive tumor immune microenvironments (TMEs) and modulating tumor-targeting. To discover the dominant immune system archetypes, the University of California, San Francisco (UCSF) Immunoprofiler Initiative (IPI) processed 364 individual tumors across 12 cancer types using standardized protocols. Computational clustering of flow cytometry and transcriptomic data obtained from cell sub-compartments uncovered dominant patterns of immune composition across cancers. These archetypes were profound insofar as they also differentiated tumors based upon unique immune and tumor gene-expression patterns. They also partitioned well-established classifications of tumor biology. The IPI resource provides a template for understanding cancer immunity as a collection of dominant patterns of immune organization and provides a rational path forward to learn how to modulate these to improve therapy.
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Affiliation(s)
- Alexis J. Combes
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA,Correspondence: and
| | - Bushra Samad
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Jessica Tsui
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Nayvin W. Chew
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Peter Yan
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Gabriella C. Reeder
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Divyashree Kushnoor
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Alan Shen
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Brittany Davidson
- ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Andrea J. Barczak
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Michael Adkisson
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Austin Edwards
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Mohammad Naser
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Kevin C. Barry
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Tristan Courau
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Taymour Hammoudi
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Rafael J Argüello
- Aix Marseille University, CNRS, INSERM, CIML, Centre d’Immunologie de Marseille-Luminy, Marseille, FRANCE
| | - Arjun Arkal Rao
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Adam B. Olshen
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94143, USA,Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA 94143, USA
| | | | - Cathy Cai
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Jenny Zhan
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Katelyn C. Davis
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA
| | - Robin K. Kelley
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94143, USA
| | - Jocelyn S. Chapman
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Departments of Obstetrics, Gynecology, and Reproductive Sciences, Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Chloe E. Atreya
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94143, USA,Department of Medicine, Division of Hematology and Oncology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Amar Patel
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Department of Medicine, Division of Hematology and Oncology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Adil I. Daud
- Department of Medicine, Division of Hematology and Oncology, University of California San Francisco, San Francisco, CA 94143, USA,Department of Dermatology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Patrick Ha
- Department of Otolaryngology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Aaron A. Diaz
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Johannes R. Kratz
- ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Eric A. Collisson
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94143, USA,Department of Medicine, Division of Hematology and Oncology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Gabriela K Fragiadakis
- ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA,Department of Medicine Division of Rheumatology, University of California San Francisco, San Francisco, CA 94143, USA
| | - David J. Erle
- ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF CoLabs, University of California San Francisco, San Francisco, CA 94143, USA,Lung Biology Center, Department of Medicine and the Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA 94143, USA
| | - Alexandre Boissonnas
- Sorbonne Université, INSERM, CNRS, Centre d’Immunologie et des Maladies Infectieuses - CIMI, Paris, France
| | - Saurabh Asthana
- UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA 94143, USA
| | - Vincent Chan
- ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Department of Microbiology and Immunology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Matthew F. Krummel
- Department of Pathology, University of California San Francisco, San Francisco, CA 94143, USA,ImmunoX Initiative, University of California San Francisco, San Francisco, CA 94143, USA,UCSF Immunoprofiler Initiative, University of California San Francisco, San Francisco, CA 94143, USA,Correspondence: and
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3
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Foster DS, Januszyk M, Yost KE, Chinta MS, Gulati GS, Nguyen AT, Burcham AR, Salhotra A, Ransom RC, Henn D, Chen K, Mascharak S, Tolentino K, Titan AL, Jones RE, da Silva O, Leavitt WT, Marshall CD, des Jardins-Park HE, Hu MS, Wan DC, Wernig G, Wagh D, Coller J, Norton JA, Gurtner GC, Newman AM, Chang HY, Longaker MT. Integrated spatial multiomics reveals fibroblast fate during tissue repair. Proc Natl Acad Sci U S A 2021; 118:e2110025118. [PMID: 34620713 PMCID: PMC8521719 DOI: 10.1073/pnas.2110025118] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2021] [Indexed: 11/18/2022] Open
Abstract
In the skin, tissue injury results in fibrosis in the form of scars composed of dense extracellular matrix deposited by fibroblasts. The therapeutic goal of regenerative wound healing has remained elusive, in part because principles of fibroblast programming and adaptive response to injury remain incompletely understood. Here, we present a multimodal -omics platform for the comprehensive study of cell populations in complex tissue, which has allowed us to characterize the cells involved in wound healing across both time and space. We employ a stented wound model that recapitulates human tissue repair kinetics and multiple Rainbow transgenic lines to precisely track fibroblast fate during the physiologic response to skin injury. Through integrated analysis of single cell chromatin landscapes and gene expression states, coupled with spatial transcriptomic profiling, we are able to impute fibroblast epigenomes with temporospatial resolution. This has allowed us to reveal potential mechanisms controlling fibroblast fate during migration, proliferation, and differentiation following skin injury, and thereby reexamine the canonical phases of wound healing. These findings have broad implications for the study of tissue repair in complex organ systems.
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Affiliation(s)
- Deshka S Foster
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
| | - Michael Januszyk
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
| | - Kathryn E Yost
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA 94305
| | - Malini S Chinta
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Gunsagar S Gulati
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Alan T Nguyen
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Austin R Burcham
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Ankit Salhotra
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - R Chase Ransom
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Dominic Henn
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Kellen Chen
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Shamik Mascharak
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Karen Tolentino
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA 94305
| | - Ashley L Titan
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
| | - R Ellen Jones
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Oscar da Silva
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - W Tripp Leavitt
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Clement D Marshall
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
| | - Heather E des Jardins-Park
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Michael S Hu
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
| | - Derrick C Wan
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
| | - Gerlinde Wernig
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Dhananjay Wagh
- Stanford Functional Genomics Facility, Stanford University, Stanford, CA 94305
| | - John Coller
- Stanford Functional Genomics Facility, Stanford University, Stanford, CA 94305
| | - Jeffrey A Norton
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
| | - Geoffrey C Gurtner
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
| | - Aaron M Newman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
- Department of Biomedical Data Science, Stanford University, Stanford, CA 94305
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA 94305;
- HHMI, Stanford University, Stanford, CA 94305
| | - Michael T Longaker
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Stanford, CA 94305;
- Department of Surgery, Stanford University School of Medicine, Stanford CA 94305
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305
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Liu Q, Zaba LC, Satpathy AT, Longmire M, Zhang W, Li K, Granja J, Guo C, Lin J, Li R, Tolentino K, Kania G, Distler O, Fiorentino D, Chung L, Qu K, Chang HY. Author Correction: Chromatin accessibility landscapes of skin cells in systemic sclerosis nominate dendritic cells in disease pathogenesis. Nat Commun 2020; 11:6416. [PMID: 33318485 PMCID: PMC7736356 DOI: 10.1038/s41467-020-20411-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Qian Liu
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Lisa C Zaba
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Ansuman T Satpathy
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
| | - Michelle Longmire
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Wen Zhang
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Kun Li
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Jeffrey Granja
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Chuang Guo
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Jun Lin
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Rui Li
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Karen Tolentino
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Gabriela Kania
- Department of Rheumatology, University Hospital Zurich, Zurich, Switzerland
| | - Oliver Distler
- Department of Rheumatology, University Hospital Zurich, Zurich, Switzerland
| | - David Fiorentino
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Lorinda Chung
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA.,Division of Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Kun Qu
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China. .,CAS Center for Excellence in Molecular Cell Sciences, University of Science and Technology of China, Hefei, 230027, China. .,School of Data Sciences, University of Science and Technology of China, Hefei, 230027, China.
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA. .,Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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5
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Liu Q, Zaba LC, Satpathy AT, Longmire M, Zhang W, Li K, Granja J, Guo C, Lin J, Li R, Tolentino K, Kania G, Distler O, Fiorentino D, Chung L, Qu K, Chang HY. Chromatin accessibility landscapes of skin cells in systemic sclerosis nominate dendritic cells in disease pathogenesis. Nat Commun 2020; 11:5843. [PMID: 33203843 PMCID: PMC7672105 DOI: 10.1038/s41467-020-19702-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 10/27/2020] [Indexed: 12/23/2022] Open
Abstract
Systemic sclerosis (SSc) is a disease at the intersection of autoimmunity and fibrosis. However, the epigenetic regulation and the contributions of diverse cell types to SSc remain unclear. Here we survey, using ATAC-seq, the active DNA regulatory elements of eight types of primary cells in normal skin from healthy controls, as well as clinically affected and unaffected skin from SSc patients. We find that accessible DNA elements in skin-resident dendritic cells (DCs) exhibit the highest enrichment of SSc-associated single-nucleotide polymorphisms (SNPs) and predict the degrees of skin fibrosis in patients. DCs also have the greatest disease-associated changes in chromatin accessibility and the strongest alteration of cell-cell interactions in SSc lesions. Lastly, data from an independent cohort of patients with SSc confirm a significant increase of DCs in lesioned skin. Thus, the DCs epigenome links inherited susceptibility and clinically apparent fibrosis in SSc skin, and can be an important driver of SSc pathogenesis.
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Affiliation(s)
- Qian Liu
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Lisa C Zaba
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Ansuman T Satpathy
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
| | - Michelle Longmire
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Wen Zhang
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Kun Li
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Jeffrey Granja
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Chuang Guo
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Jun Lin
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China
| | - Rui Li
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Karen Tolentino
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Gabriela Kania
- Department of Rheumatology, University Hospital Zurich, Zurich, Switzerland
| | - Oliver Distler
- Department of Rheumatology, University Hospital Zurich, Zurich, Switzerland
| | - David Fiorentino
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Lorinda Chung
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Division of Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Kun Qu
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, the CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230021, China.
- CAS Center for Excellence in Molecular Cell Sciences, University of Science and Technology of China, Hefei, 230027, China.
- School of Data Sciences, University of Science and Technology of China, Hefei, 230027, China.
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA.
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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