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Taylor MA, El Kurdi A, Hailer A, Wang S, Yuan M, Mukhopadhyay S, Bhutani T, North JP, Cho RJ, Cheng JB. Optimizing Single T-Cell Transcriptomic Discrimination of Atopic Dermatitis Versus Psoriasis Vulgaris. J Invest Dermatol 2024; 144:898-901.e3. [PMID: 37879399 DOI: 10.1016/j.jid.2023.09.283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 09/09/2023] [Accepted: 09/12/2023] [Indexed: 10/27/2023]
Affiliation(s)
- Mark A Taylor
- Department of Dermatology, University of California San Francisco, San Francisco, California, USA
| | - Abdullah El Kurdi
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - Ashley Hailer
- Department of Dermatology, University of California San Francisco, San Francisco, California, USA; Dermatology, Veterans Affairs Medical Center, San Francisco, California, USA
| | - Sijia Wang
- Department of Dermatology, University of California San Francisco, San Francisco, California, USA; Dermatology, Veterans Affairs Medical Center, San Francisco, California, USA; Department of Dermatology, The Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Michelle Yuan
- Department of Dermatology, University of California San Francisco, San Francisco, California, USA
| | | | - Tina Bhutani
- Department of Dermatology, University of California San Francisco, San Francisco, California, USA
| | - Jeffrey P North
- Dermatopathology Service, University of California San Francisco, San Francisco, California, USA
| | - Raymond J Cho
- Department of Dermatology, University of California San Francisco, San Francisco, California, USA.
| | - Jeffrey B Cheng
- Department of Dermatology, University of California San Francisco, San Francisco, California, USA; Dermatology, Veterans Affairs Medical Center, San Francisco, California, USA.
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Wu D, Hailer AA, Wang S, Yuan M, Chan J, El Kurdi A, Han D, Ali H, D'Angio B, Mayer A, Rahim M, Kondo A, Klufas D, Kim E, Shain AH, Choi J, Bhutani T, Simpson G, Grekin RC, Ricardo-Gonzalez R, Purdom E, North JP, Cheng JB, Cho RJ. A single-cell atlas of IL-23 inhibition in cutaneous psoriasis distinguishes clinical response. Sci Immunol 2024; 9:eadi2848. [PMID: 38277466 DOI: 10.1126/sciimmunol.adi2848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 11/22/2023] [Indexed: 01/28/2024]
Abstract
Psoriasis vulgaris and other chronic inflammatory diseases improve markedly with therapeutic blockade of interleukin-23 (IL-23) signaling, but the genetic mechanisms underlying clinical responses remain poorly understood. Using single-cell transcriptomics, we profiled immune cells isolated from lesional psoriatic skin before and during IL-23 blockade. In clinically responsive patients, a psoriatic transcriptional signature in skin-resident memory T cells was strongly attenuated. In contrast, poorly responsive patients were distinguished by persistent activation of IL-17-producing T (T17) cells, a mechanism distinct from alternative cytokine signaling or resistance isolated to epidermal keratinocytes. Even in IL-23 blockade-responsive patients, we detected a recurring set of recalcitrant, disease-specific transcriptional abnormalities. This irreversible immunological state may necessitate ongoing IL-23 inhibition. Spatial transcriptomic analyses also suggested that successful IL-23 blockade requires dampening of >90% of IL-17-induced response in lymphocyte-adjacent keratinocytes, an unexpectedly high threshold. Collectively, our data establish a patient-level paradigm for dissecting responses to immunomodulatory treatments.
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Affiliation(s)
- David Wu
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Ashley A Hailer
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
- Dermatology Service, San Francisco Veterans Administration Health Care System, San Francisco, CA 94121, USA
| | - Sijia Wang
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
- Dermatology Service, San Francisco Veterans Administration Health Care System, San Francisco, CA 94121, USA
- Department of Dermatology, Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710004, China
| | - Michelle Yuan
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Jamie Chan
- Dermatopathology Service, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Abdullah El Kurdi
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - David Han
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - Hira Ali
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - Blaize D'Angio
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - Aaron Mayer
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - Maha Rahim
- Enable Medicine, Menlo Park, CA 94025, USA
| | | | - Daniel Klufas
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Esther Kim
- Department of Plastic Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - A Hunter Shain
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Jaehyuk Choi
- Departments of Dermatology and Biochemistry and Molecular Genetics, Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Tina Bhutani
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Gregory Simpson
- Department of Dermatology, University of California, Fresno, CA 93701,USA
| | - Roy C Grekin
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Roberto Ricardo-Gonzalez
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Elizabeth Purdom
- Department of Statistics, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Jeffrey P North
- Dermatopathology Service, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Jeffrey B Cheng
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
- Dermatology Service, San Francisco Veterans Administration Health Care System, San Francisco, CA 94121, USA
| | - Raymond J Cho
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
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Yu DM, Zhao J, Lee EE, Kim D, Mahapatra R, Rose EK, Zhou Z, Hosler C, El Kurdi A, Choe JY, Abel ED, Hoxhaj G, Westover KD, Cho RJ, Cheng JB, Wang RC. GLUT3 promotes macrophage signaling and function via RAS-mediated endocytosis in atopic dermatitis and wound healing. J Clin Invest 2023; 133:e170706. [PMID: 37721853 PMCID: PMC10617774 DOI: 10.1172/jci170706] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 03/20/2023] [Accepted: 09/08/2023] [Indexed: 09/20/2023] Open
Abstract
The facilitative GLUT1 and GLUT3 hexose transporters are expressed abundantly in macrophages, but whether they have distinct functions remains unclear. We confirmed that GLUT1 expression increased after M1 polarization stimuli and found that GLUT3 expression increased after M2 stimulation in macrophages. Conditional deletion of Glut3 (LysM-Cre Glut3fl/fl) impaired M2 polarization of bone marrow-derived macrophages. Alternatively activated macrophages from the skin of patients with atopic dermatitis showed increased GLUT3 expression, and a calcipotriol-induced model of atopic dermatitis was rescued in LysM-Cre Glut3fl/fl mice. M2-like macrophages expressed GLUT3 in human wound tissues as assessed by transcriptomics and costaining, and GLUT3 expression was significantly decreased in nonhealing, compared with healing, diabetic foot ulcers. In an excisional wound healing model, LysM-Cre Glut3fl/fl mice showed significantly impaired M2 macrophage polarization and delayed wound healing. GLUT3 promoted IL-4/STAT6 signaling, independently of its glucose transport activity. Unlike plasma membrane-localized GLUT1, GLUT3 was localized primarily to endosomes and was required for the efficient endocytosis of IL-4Rα subunits. GLUT3 interacted directly with GTP-bound RAS in vitro and in vivo through its intracytoplasmic loop domain, and this interaction was required for efficient STAT6 activation and M2 polarization. PAK activation and macropinocytosis were also impaired without GLUT3, suggesting broader roles for GLUT3 in the regulation of endocytosis. Thus, GLUT3 is required for efficient alternative macrophage polarization and function, through a glucose transport-independent, RAS-mediated role in the regulation of endocytosis and IL-4/STAT6 activation.
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Affiliation(s)
- Dong-Min Yu
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Jiawei Zhao
- Division of Hematology/Oncology, Boston Children’s Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Eunice E. Lee
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Dohun Kim
- Children’s Medical Center Research Institute and
| | - Ruchika Mahapatra
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Elysha K. Rose
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Zhiwei Zhou
- Departments of Biochemistry and Radiation Oncology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Calvin Hosler
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Abdullah El Kurdi
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - Jun-Yong Choe
- Department of Chemistry and Chemical Biology, University of New Mexico, Albuquerque, New Mexico, USA
| | - E. Dale Abel
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Gerta Hoxhaj
- Children’s Medical Center Research Institute and
| | - Kenneth D. Westover
- Departments of Biochemistry and Radiation Oncology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Raymond J. Cho
- Department of Dermatology, UCSF, San Francisco, California, USA
| | | | - Richard C. Wang
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
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Hailer AA, Wu D, El Kurdi A, Yuan M, Cho RJ, Cheng JB. Isolation of human cutaneous immune cells for single-cell RNA sequencing. STAR Protoc 2023; 4:102239. [PMID: 37120815 PMCID: PMC10173011 DOI: 10.1016/j.xpro.2023.102239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/21/2023] [Accepted: 03/23/2023] [Indexed: 05/01/2023] Open
Abstract
Single-cell RNA sequencing (scRNA-seq) allows for high-resolution analysis of transcriptionally dysregulated cell subpopulations in inflammatory diseases. However, it can be challenging to properly isolate viable immune cells from human skin for scRNA-seq due to its barrier properties. Here, we present a protocol to isolate high-viability human cutaneous immune cells. We describe steps for obtaining and enzymatically dissociating a skin biopsy specimen and isolating immune cells using flow cytometry. We then provide an overview of downstream computational techniques to analyze sequencing data. For complete details on the use and execution of this protocol, please refer to Cook et al. (2022)1 and Liu et al. (2022).2.
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Affiliation(s)
- Ashley A Hailer
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA; Dermatology, Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - David Wu
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Abdullah El Kurdi
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Beirut, Lebanon
| | - Michelle Yuan
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA; Dermatology, Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - Raymond J Cho
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA
| | - Jeffrey B Cheng
- Department of Dermatology, University of California, San Francisco, San Francisco, CA 94107, USA; Dermatology, Veterans Affairs Medical Center, San Francisco, CA 94121, USA.
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