1
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Prochera A, Muppirala AN, Kuziel GA, Soualhi S, Shepherd A, Sun L, Issac B, Rosenberg HJ, Karim F, Perez K, Smith KH, Archibald TH, Rakoff-Nahoum S, Hagen SJ, Rao M. Enteric glia regulate Paneth cell secretion and intestinal microbial ecology. eLife 2025; 13:RP97144. [PMID: 40227232 PMCID: PMC11996175 DOI: 10.7554/elife.97144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/15/2025] Open
Abstract
Glial cells of the enteric nervous system (ENS) interact closely with the intestinal epithelium and secrete signals that influence epithelial cell proliferation and barrier formation in vitro. Whether these interactions are important in vivo, however, is unclear because previous studies reached conflicting conclusions (Prochera and Rao, 2023). To better define the roles of enteric glia in steady state regulation of the intestinal epithelium, we characterized the glia in closest proximity to epithelial cells and found that the majority express the gene Proteolipid protein 1 (PLP1) in both mice and humans. To test their functions using an unbiased approach, we genetically depleted PLP1+ cells in mice and transcriptionally profiled the small and large intestines. Surprisingly, glial loss had minimal effects on transcriptional programs and the few identified changes varied along the gastrointestinal tract. In the ileum, where enteric glia had been considered most essential for epithelial integrity, glial depletion did not drastically alter epithelial gene expression but caused a modest enrichment in signatures of Paneth cells, a secretory cell type important for innate immunity. In the absence of PLP1+ glia, Paneth cell number was intact, but a subset appeared abnormal with irregular and heterogenous cytoplasmic granules, suggesting a secretory deficit. Consistent with this possibility, ileal explants from glial-depleted mice secreted less functional lysozyme than controls with corresponding effects on fecal microbial composition. Collectively, these data suggest that enteric glia do not exert broad effects on the intestinal epithelium but have an essential role in regulating Paneth cell function and gut microbial ecology.
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Affiliation(s)
- Aleksandra Prochera
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
| | - Anoohya N Muppirala
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
| | - Gavin A Kuziel
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
- Division of Infectious Diseases, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
- Department of Microbiology, Harvard Medical SchoolBostonUnited States
| | - Salima Soualhi
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
| | - Amy Shepherd
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
| | - Liang Sun
- Research Computing, Department of Information Technology, Boston Children’s HospitalBostonUnited States
| | - Biju Issac
- Research Computing, Department of Information Technology, Boston Children’s HospitalBostonUnited States
| | - Harry J Rosenberg
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
- Department of Pathology, Beth Israel Deaconess Medical CenterBostonUnited States
| | - Farah Karim
- Institute of Human Nutrition, Columbia University Irving Medical CenterNew YorkUnited States
| | - Kristina Perez
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
| | - Kyle H Smith
- Department of Surgery, Beth Israel Deaconess Medical CenterBostonUnited States
| | - Tonora H Archibald
- Research Computing, Department of Information Technology, Boston Children’s HospitalBostonUnited States
| | - Seth Rakoff-Nahoum
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
- Division of Infectious Diseases, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
- Department of Microbiology, Harvard Medical SchoolBostonUnited States
| | - Susan J Hagen
- Department of Surgery, Beth Israel Deaconess Medical CenterBostonUnited States
| | - Meenakshi Rao
- Division of Gastroenterology, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical SchoolBostonUnited States
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2
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Song Y, Fothergill LJ, Lee KS, Liu BY, Koo A, Perelis M, Diwakarla S, Callaghan B, Huang J, Wykosky J, Furness JB, Yeo GW. Stratification of enterochromaffin cells by single-cell expression analysis. eLife 2025; 12:RP90596. [PMID: 40184163 PMCID: PMC11970908 DOI: 10.7554/elife.90596] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2025] Open
Abstract
Dynamic interactions between gut mucosal cells and the external environment are essential to maintain gut homeostasis. Enterochromaffin (EC) cells transduce both chemical and mechanical signals and produce 5-hydroxytryptamine to mediate disparate physiological responses. However, the molecular and cellular basis for functional diversity of ECs remains to be adequately defined. Here, we integrated single-cell transcriptomics with spatial image analysis to identify 14 EC clusters that are topographically organized along the gut. Subtypes predicted to be sensitive to the chemical environment and mechanical forces were identified that express distinct transcription factors and hormones. A Piezo2+ population in the distal colon was endowed with a distinctive neuronal signature. Using a combination of genetic, chemogenetic, and pharmacological approaches, we demonstrated Piezo2+ ECs are required for normal colon motility. Our study constructs a molecular map for ECs and offers a framework for deconvoluting EC cells with pleiotropic functions.
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Affiliation(s)
- Yan Song
- Department of Cellular and Molecular Medicine, University of California San DiegoLa JollaUnited States
- Stem Cell Program, University of California San DiegoLa JollaUnited States
- Institute for Genomic Medicine, University of California San DiegoLa JollaUnited States
| | - Linda J Fothergill
- Department of Anatomy & Physiology, University of MelbourneParkvilleAustralia
- Florey Institute of Neuroscience and Mental HealthParkvilleAustralia
| | - Kari S Lee
- Department of Cellular and Molecular Medicine, University of California San DiegoLa JollaUnited States
- Stem Cell Program, University of California San DiegoLa JollaUnited States
- Institute for Genomic Medicine, University of California San DiegoLa JollaUnited States
| | - Brandon Y Liu
- Department of Cellular and Molecular Medicine, University of California San DiegoLa JollaUnited States
- Stem Cell Program, University of California San DiegoLa JollaUnited States
- Institute for Genomic Medicine, University of California San DiegoLa JollaUnited States
| | - Ada Koo
- Department of Anatomy & Physiology, University of MelbourneParkvilleAustralia
| | - Mark Perelis
- Department of Cellular and Molecular Medicine, University of California San DiegoLa JollaUnited States
- Stem Cell Program, University of California San DiegoLa JollaUnited States
- Institute for Genomic Medicine, University of California San DiegoLa JollaUnited States
| | - Shanti Diwakarla
- Department of Anatomy & Physiology, University of MelbourneParkvilleAustralia
| | - Brid Callaghan
- Department of Anatomy & Physiology, University of MelbourneParkvilleAustralia
| | - Jie Huang
- Takeda PharmaceuticalsSan DiegoUnited States
| | | | - John B Furness
- Department of Anatomy & Physiology, University of MelbourneParkvilleAustralia
- Florey Institute of Neuroscience and Mental HealthParkvilleAustralia
| | - Gene W Yeo
- Department of Cellular and Molecular Medicine, University of California San DiegoLa JollaUnited States
- Stem Cell Program, University of California San DiegoLa JollaUnited States
- Institute for Genomic Medicine, University of California San DiegoLa JollaUnited States
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3
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Wan C, Wu Q, Wang Y, Sun Y, Ji T, Gu Y, Wang L, Chen Q, Yang Z, Wang Y, Wang B, Zhong W. Machine learning-based characterization of PANoptosis-related biomarkers and immune infiltration in ulcerative colitis: A comprehensive bioinformatics analysis and experimental validation. Int Immunopharmacol 2025; 151:114298. [PMID: 39986196 DOI: 10.1016/j.intimp.2025.114298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 11/25/2024] [Accepted: 02/11/2025] [Indexed: 02/24/2025]
Abstract
Ulcerative colitis (UC) is a heterogeneous autoimmune condition. PANoptosis, a new form of programmed cell death, plays a role in inflammatory diseases. This study aimed to identify differentially expressed PANoptosis-related genes (PRGs) involved in immune dysregulation in UC. Three key PRGs-BIRC3, MAGED1, and PSME2 were found using weighted gene co-expression network analysis (WGCNA) and machine learning. Immune infiltration analysis revealed that these key PRGs were associated with neutrophils, CD8+ T cells, activated CD4 T cells, and NK cells. Moreover, these key PRGs were significantly enriched in pathways related to inflammatory bowel disease, the IL-17 signaling pathway, and NOD-like receptor signaling pathway. The expression levels of the key PRGs were validated in various datasets, animal models, and UC intestinal tissue samples. Our findings confirmed the involvement of PANoptosis in UC and predict hub genes and immune characteristics, providing new insights for further investigations into UC pathogenic mechanisms and therapeutic strategies.
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Affiliation(s)
- Changshan Wan
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China
| | - Qiuyan Wu
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China
| | - Yali Wang
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China
| | - Yan Sun
- Department of Obstetrics and Gynecology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Tao Ji
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China; Department of Digestive Gastroenterology and Hepatology, Linyi People's Hospital, Shandong 276000, China
| | - Yu Gu
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China
| | - Liwei Wang
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China
| | - Qiuyu Chen
- Department of Gastroenterology, Tianjin First Central Hospital of Tianjin Medical University, Tianjin 300192, China
| | - Zhen Yang
- Department of Clinical Laboratory, Tianjin Cancer Institute of Integrative Traditional Chinese and Western Medicine, Tianjin Union Medical Center of Nankai University, China.
| | - Yao Wang
- School of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China; School of Basic Medical Sciences, Heilongjiang University of Chinese Medicine,Harbin 150040, China.
| | - Bangmao Wang
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China.
| | - Weilong Zhong
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, Tianjin Institute of Digestive Diseases, Tianjin Key Laboratory of Digestive Diseases, Tianjin 300052, China.
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4
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Wang D, Spoelstra WK, Lin L, Akkerman N, Krueger D, Dayton T, van Zon JS, Tans SJ, van Es JH, Clevers H. Interferon-responsive intestinal BEST4/CA7 + cells are targets of bacterial diarrheal toxins. Cell Stem Cell 2025; 32:598-612.e5. [PMID: 40010349 DOI: 10.1016/j.stem.2025.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 09/25/2024] [Accepted: 02/04/2025] [Indexed: 02/28/2025]
Abstract
BEST4/CA7+ cells of the human intestine were recently identified by single-cell RNA sequencing. While their gene expression profile predicts a role in electrolyte balance, BEST4/CA7+ cell function has not been explored experimentally owing to the absence of BEST4/CA7+ cells in mice and the paucity of human in vitro models. Here, we establish a protocol that allows the emergence of BEST4/CA7+ cells in human intestinal organoids. Differentiation of BEST4/CA7+ cells requires activation of Notch signaling and the transcription factor SPIB. BEST4/CA7+ cell numbers strongly increase in response to the cytokine interferon-γ, supporting a role in immunity. Indeed, we demonstrate that BEST4/CA7+ cells generate robust CFTR-mediated fluid efflux when stimulated with bacterial diarrhea-causing toxins and find the norepinephrine-ADRA2A axis as a potential mechanism in blocking BEST4/CA7+ cell-mediated fluid secretion. Our observations identify a central role of BEST4/CA7+ cells in fluid homeostasis in response to bacterial infections.
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Affiliation(s)
- Daisong Wang
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht 3584 CT, the Netherlands; Oncode Institute, Hubrecht Institute, Utrecht 3584 CT, the Netherlands
| | | | - Lin Lin
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht 3584 CT, the Netherlands; Oncode Institute, Hubrecht Institute, Utrecht 3584 CT, the Netherlands; The Princess Máxima Center for Pediatric Oncology, Utrecht 3584 CS, the Netherlands
| | - Ninouk Akkerman
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht 3584 CT, the Netherlands; Oncode Institute, Hubrecht Institute, Utrecht 3584 CT, the Netherlands
| | - Daniel Krueger
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht 3584 CT, the Netherlands; Oncode Institute, Hubrecht Institute, Utrecht 3584 CT, the Netherlands
| | - Talya Dayton
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht 3584 CT, the Netherlands; Oncode Institute, Hubrecht Institute, Utrecht 3584 CT, the Netherlands
| | | | - Sander J Tans
- AMOLF, Amsterdam 1009 DB, the Netherlands; Department of Bionanoscience, Kavli Institute of Nanoscience Delft, Delft University of Technology, Delft 2629 HZ, the Netherlands
| | - Johan H van Es
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht 3584 CT, the Netherlands; Oncode Institute, Hubrecht Institute, Utrecht 3584 CT, the Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht 3584 CT, the Netherlands; Oncode Institute, Hubrecht Institute, Utrecht 3584 CT, the Netherlands; The Princess Máxima Center for Pediatric Oncology, Utrecht 3584 CS, the Netherlands.
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5
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Gottschlich A, Grünmeier R, Hoffmann GV, Nandi S, Kavaka V, Müller PJ, Jobst J, Oner A, Kaiser R, Gärtig J, Piseddu I, Frenz-Wiessner S, Fairley SD, Schulz H, Igl V, Janert TA, Di Fina L, Mulkers M, Thomas M, Briukhovetska D, Simnica D, Carlini E, Tsiverioti CA, Trefny MP, Lorenzini T, Märkl F, Mesquita P, Brabenec R, Strzalkowski T, Stock S, Michaelides S, Hellmuth J, Thelen M, Reinke S, Klapper W, Gelebart PF, Nicolai L, Marr C, Beltrán E, Megens RTA, Klein C, Baran-Marszak F, Rosenwald A, von Bergwelt-Baildon M, Bröckelmann PJ, Endres S, Kobold S. Dissection of single-cell landscapes for the development of chimeric antigen receptor T cells in Hodgkin lymphoma. Blood 2025; 145:1536-1552. [PMID: 40178843 PMCID: PMC12002222 DOI: 10.1182/blood.2023022197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 11/11/2024] [Indexed: 04/05/2025] Open
Abstract
ABSTRACT The success of targeted therapies for hematological malignancies has heralded their potential as both salvage treatment and early treatment lines, reducing the need for high-dose, intensive, and often toxic chemotherapeutic regimens. For young patients with classic Hodgkin lymphoma (cHL), immunotherapies provide the possibility to lessen long-term, treatment-related toxicities. However, suitable therapeutic targets are lacking. By integrating single-cell dissection of the tumor landscape and an in-depth, single-cell-based off-tumor antigen prediction, we identify CD86 as a promising therapeutic target in cHL. CD86 is highly expressed on Hodgkin and Reed-Sternberg cancer cells and cHL-specific tumor-associated macrophages. We reveal CD86-CTLA-4 as a key suppressive pathway in cHL, driving T-cell exhaustion. Cellular therapies targeting CD86 had extraordinary efficacy in vitro and in vivo and were safe in immunocompetent mouse models without compromising bacterial host defense in sepsis models. Our results prove the potential value of anti-CD86 immunotherapies for treating cHL.
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Affiliation(s)
- Adrian Gottschlich
- Department of Medicine III, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
- Bavarian Cancer Research Center, Munich, Germany
- German Cancer Consortium, a partnership between Ludwig Maximilian University Hospital and German Cancer Consortium Heidelberg, Munich, Germany
| | - Ruth Grünmeier
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Gordon Victor Hoffmann
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Sayantan Nandi
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Vladyslav Kavaka
- Department of Hand, Plastic, Reconstructive and Burn Surgery, BG Unfallklinik Tuebingen, Eberhard Karls University Tuebingen, Tuebingen, Germany
- Institute of Clinical Neuroimmunology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- Biomedical Center, Faculty of Medicine, Ludwig Maximilian University Munich, Martinsried, Germany
| | - Philipp Jie Müller
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Jakob Jobst
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Arman Oner
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Rainer Kaiser
- Department of Medicine I, LMU University Hospital, LMU Munich, Munich, Germany
- German Center for Cardiovascular Research, Partner Site Munich Heart Alliance, Munich, Germany
| | - Jan Gärtig
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Ignazio Piseddu
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
- Bavarian Cancer Research Center, Munich, Germany
- Department of Medicine II, LMU University Hospital, LMU Munich, Munich, Germany
| | - Stephanie Frenz-Wiessner
- Department of Pediatrics, Dr. von Hauner Children's Hospital, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- German Center for Child and Adolescent Health, Partner Site Munich, Munich, Germany
| | - Savannah D. Fairley
- Department of Pediatrics, Dr. von Hauner Children's Hospital, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- Institute of Cardiovascular Prevention, LMU Munich, Munich, Germany
| | - Heiko Schulz
- Institute of Pathology, Faculty of Medicine, Ludwig Maximilian University Munich, Munich, Germany
| | - Veronika Igl
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Thomas Alexander Janert
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Lea Di Fina
- Department of Medicine I, LMU University Hospital, LMU Munich, Munich, Germany
| | - Maité Mulkers
- Department of Medicine I, LMU University Hospital, LMU Munich, Munich, Germany
| | - Moritz Thomas
- Institute of AI for Health, Helmholtz Zentrum München-German Research Center for Environmental Health Neuherberg, Neuherberg, Germany
- School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
| | - Daria Briukhovetska
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Donjetë Simnica
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Emanuele Carlini
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Christina Angeliki Tsiverioti
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Marcel P. Trefny
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Theo Lorenzini
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Florian Märkl
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Pedro Mesquita
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Ruben Brabenec
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
- Institute of AI for Health, Helmholtz Zentrum München-German Research Center for Environmental Health Neuherberg, Neuherberg, Germany
| | - Thaddäus Strzalkowski
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Sophia Stock
- Department of Medicine III, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
- German Cancer Consortium, a partnership between Ludwig Maximilian University Hospital and German Cancer Consortium Heidelberg, Munich, Germany
| | - Stefanos Michaelides
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
| | - Johannes Hellmuth
- Department of Medicine III, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
| | - Martin Thelen
- Department of General, Visceral, Thoracic, and Transplantation Surgery
- Center for Molecular Medicine Cologne, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Sarah Reinke
- Hematopathology Section, Department of Pathology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Wolfram Klapper
- Hematopathology Section, Department of Pathology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Pascal Francois Gelebart
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Hematology, Haukeland University Hospital, Bergen, Norway
| | - Leo Nicolai
- Department of Medicine I, LMU University Hospital, LMU Munich, Munich, Germany
- German Center for Cardiovascular Research, Partner Site Munich Heart Alliance, Munich, Germany
| | - Carsten Marr
- Institute of AI for Health, Helmholtz Zentrum München-German Research Center for Environmental Health Neuherberg, Neuherberg, Germany
| | - Eduardo Beltrán
- Institute of Clinical Neuroimmunology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- Biomedical Center, Faculty of Medicine, Ludwig Maximilian University Munich, Martinsried, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Remco T. A. Megens
- Institute of Cardiovascular Prevention, LMU Munich, Munich, Germany
- Department of Biomedical Engineering, Cardiovascular Research Institute Maastricht, Maastricht University Medical Centre, Maastricht, The Netherlands
- German Center for Cardiovascular Research, Partner Site Munich Heart Alliance, Munich, Germany
| | - Christoph Klein
- Department of Pediatrics, Dr. von Hauner Children's Hospital, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- German Center for Child and Adolescent Health, Partner Site Munich, Munich, Germany
- Gene Center, Ludwig Maximilian University Munich, Munich, Germany
| | - Fanny Baran-Marszak
- INSERM U978, University of Paris 13, Bobigny, France
- Service d’Hématologie Biologique, Hôpitaux Universitaire Paris Seine Saint Denis, Hôpital Avicenne, Université Sorbonne Paris Nord Bobigny, Paris, France
| | - Andreas Rosenwald
- Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, Würzburg, Germany
- Institute of Pathology, University of Würzburg, Würzburg, Germany
| | - Michael von Bergwelt-Baildon
- Department of Medicine III, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- Bavarian Cancer Research Center, Munich, Germany
- German Cancer Consortium, a partnership between Ludwig Maximilian University Hospital and German Cancer Consortium Heidelberg, Munich, Germany
| | - Paul J. Bröckelmann
- Department I of Internal Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf and German Hodgkin Study Group, Cologne, Germany
- Max Planck Institute for Biology of Ageing, Cologne, Germany
| | - Stefan Endres
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
- German Cancer Consortium, a partnership between Ludwig Maximilian University Hospital and German Cancer Consortium Heidelberg, Munich, Germany
- Einheit für Klinische Pharmakologie, Helmholtz Zentrum München-German Research Center for Environmental Health Neuherberg, Neuherberg, Germany
| | - Sebastian Kobold
- Division of Clinical Pharmacology, Ludwig Maximilian University Hospital, Ludwig Maximilian University Munich, Member of the German Center for Lung Research, Munich, Germany
- German Cancer Consortium, a partnership between Ludwig Maximilian University Hospital and German Cancer Consortium Heidelberg, Munich, Germany
- Einheit für Klinische Pharmakologie, Helmholtz Zentrum München-German Research Center for Environmental Health Neuherberg, Neuherberg, Germany
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6
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Zuo Y, Wang Q, Tian W, Zheng Z, He W, Zhang R, Zhao Q, Miao Y, Yuan Y, Wang J, Zheng H. β-hydroxybutyrylation and O-GlcNAc modifications of STAT1 modulate antiviral defense in aging. Cell Mol Immunol 2025; 22:403-417. [PMID: 39979583 PMCID: PMC11955527 DOI: 10.1038/s41423-025-01266-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 12/18/2024] [Accepted: 01/30/2025] [Indexed: 02/22/2025] Open
Abstract
Aging changes the protein activity status to affect the body's functions. However, how aging regulates protein posttranslational modifications (PTMs) to modulate the antiviral defense ability of the body remains unclear. Here, we found that aging promotes STAT1 β-hydroxybutyrylation (Kbhb) at Lys592, which inhibits the interaction between STAT1 and type-I interferon (IFN-I) receptor 2 (IFNAR2), thereby attenuating IFN-I-mediated antiviral defense activity. Additionally, we discovered that a small molecule from a plant source, hydroxy camptothecine, can effectively reduce the level of STAT1 Kbhb, thus increasing antiviral defense ability in vivo. Further studies revealed that STAT1 O-GlcNAc modifications at Thr699 block CBP-induced STAT1 Kbhb. Importantly, fructose can improve IFN-I antiviral defense activity by orchestrating STAT1 O-GlcNAc and Kbhb modifications. This study reveals the significance of the switch between STAT1 Kbhb and O-GlcNAc modifications in regulating IFN-I antiviral immunity during aging and provides potential strategies to improve the body's antiviral defense ability in elderly individuals.
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Affiliation(s)
- Yibo Zuo
- Department of Laboratory Medicine, Institute of Laboratory Medicine, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, Sichuan, China
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Qin Wang
- Department of Laboratory Medicine, Institute of Laboratory Medicine, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, Sichuan, China
| | - Wanying Tian
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Zhijin Zheng
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Wei He
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Renxia Zhang
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Qian Zhao
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Ying Miao
- Department of Laboratory Medicine, Institute of Laboratory Medicine, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, Sichuan, China
| | - Yukang Yuan
- Department of Laboratory Medicine, Institute of Laboratory Medicine, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, Sichuan, China
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Jun Wang
- Department of Intensive Care Medicine, the First Affiliated Hospital of Soochow University, Soochow University, Suzhou, 215123, Jiangsu, China
| | - Hui Zheng
- Department of Laboratory Medicine, Institute of Laboratory Medicine, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, Sichuan, China.
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China.
- MOE Key Laboratory of Geriatric Disease and Immunology of Ministry of Education of China, Collaborative Innovation Center of Hematology, School of Medicine, Soochow University, Suzhou, Jiangsu, 215123, China.
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7
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Wei ZX, Jiang SH, Qi XY, Cheng YM, Liu Q, Hou XY, He J. scRNA-seq of the intestine reveals the key role of mast cells in early gut dysfunction associated with acute pancreatitis. World J Gastroenterol 2025; 31:103094. [PMID: 40182603 PMCID: PMC11962851 DOI: 10.3748/wjg.v31.i12.103094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 01/09/2025] [Accepted: 02/21/2025] [Indexed: 03/26/2025] Open
Abstract
BACKGROUND Intestinal barrier dysfunction is a prevalent and varied manifestation of acute pancreatitis (AP). Molecular mechanisms underlying the early intestinal barrier in AP remain poorly understood. AIM To explore the biological processes and mechanisms of intestinal injury associated with AP, and to find potential targets for early prevention or treatment of intestinal barrier injury. METHODS This study utilized single-cell RNA sequencing of the small intestine, alongside in vitro and in vivo experiments, to examine intestinal barrier function homeostasis during the early stages of AP and explore involved biological processes and potential mechanisms. RESULTS Seventeen major cell types and 33232 cells were identified across all samples, including normal, AP1 (4x caerulein injections, animals sacrificed 2 h after the last injection), and AP2 (8x caerulein injections, animals sacrificed 4 h after the last injection). An average of 980 genes per cell was found in the normal intestine, compared to 927 in the AP1 intestine and 1382 in the AP2 intestine. B cells, dendritic cells, mast cells (MCs), and monocytes in AP1 and AP2 showed reduced numbers compared to the normal intestine. Enterocytes, brush cells, enteroendocrine cells, and goblet cells maintained numbers similar to the normal intestine, while cytotoxic T cells and natural killer (NK) cells increased. Enterocytes in early AP exhibited elevated programmed cell death and intestinal barrier dysfunction but retained absorption capabilities. Cytotoxic T cells and NK cells showed enhanced pathogen-fighting abilities. Activated MCs, secreted chemokine (C-C motif) ligand 5 (CCL5), promoted neutrophil and macrophage infiltration and contributed to barrier dysfunction. CONCLUSION These findings enrich our understanding of biological processes and mechanisms in AP-associated intestinal injury, suggesting that CCL5 from MCs is a potential target for addressing dysfunction.
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Affiliation(s)
- Zu-Xing Wei
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Shi-He Jiang
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Xiao-Yan Qi
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Yi-Miao Cheng
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Qiong Liu
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Xu-Yang Hou
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Jun He
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
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8
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Neurath MF, Artis D, Becker C. The intestinal barrier: a pivotal role in health, inflammation, and cancer. Lancet Gastroenterol Hepatol 2025:S2468-1253(24)00390-X. [PMID: 40086468 DOI: 10.1016/s2468-1253(24)00390-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 11/08/2024] [Accepted: 11/15/2024] [Indexed: 03/16/2025]
Abstract
The intestinal barrier serves as a boundary between the mucosal immune system in the lamina propria and the external environment of the intestinal lumen, which contains a diverse array of microorganisms and ingested environmental factors, including pathogens, food antigens, toxins, and other foreign substances. This barrier has a central role in regulating the controlled interaction between luminal factors and the intestinal immune system. Disruptions of intestinal epithelial cells, which serve as a physical barrier, or the antimicrobial peptides and mucins they produce, which act as a chemical barrier, can lead to a leaky gut. In this state, the intestinal wall is unable to efficiently separate the intestinal flora and luminal contents from the intestinal immune system. The subsequent activation of the immune system has an important role in the pathogenesis of inflammatory bowel disease, as well as in metabolic dysfunction-associated steatohepatitis, primary sclerosing cholangitis, and colorectal cancer. Dysregulated intestinal barrier integrity has also been described in patients with chronic inflammatory diseases outside the gastrointestinal tract, including rheumatoid arthritis and neurodegenerative disorders. Mechanistic studies of barrier dysfunction have revealed that the subsequent local activation and systemic circulation of activated immune cells and the cytokines they secrete, as well as extracellular vesicles, promote proinflammatory processes within and outside the gastrointestinal tract. In this Review, we summarise these findings and highlight several new therapeutic concepts currently being developed that attempt to control inflammatory processes via direct or indirect modulation of intestinal barrier function.
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Affiliation(s)
- Markus F Neurath
- Medical Clinic 1, Department of Gastroenterology, Ludwig Demling Endoscopy Center of Excellence, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany; Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany.
| | - David Artis
- Jill Roberts Institute for Research in Inflammatory Bowel Disease, Weill Cornell Medicine, Cornell University, New York, NY, USA; Friedman Center for Nutrition and Inflammation, Weill Cornell Medicine, Cornell University, New York, NY, USA; Joan and Sanford I Weill Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA; Department of Microbiology and Immunology, Weill Cornell Medicine, Cornell University, New York, NY, USA; Allen Discovery Center for Neuroimmune Interactions, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Christoph Becker
- Medical Clinic 1, Department of Gastroenterology, Ludwig Demling Endoscopy Center of Excellence, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany; Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
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9
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Kolachala VL, Maddipatla SC, Murthy S, Hwang Y, Dodd AF, Sharma G, Munasinghe S, Pelia RS, Venkateswaran S, Anbazhagan M, Koti T, Jhita N, Joshi GN, Lopez CA, Geem D, Yin H, Cutler DJ, Qiu P, Matthews JD, Kugathasan S. Altered inflammatory mucosal signatures within their spatial and cellular context during active ileal Crohn's disease. JCI Insight 2025; 10:e171783. [PMID: 40059828 PMCID: PMC11949056 DOI: 10.1172/jci.insight.171783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 01/16/2025] [Indexed: 03/29/2025] Open
Abstract
Crohn's disease (CD) involves a complex intestinal microenvironment driven by chronic inflammation. While single-cell RNA sequencing has provided valuable insights into this biology, the spatial context is lost during single-cell preparation of mucosal biopsies. To deepen our understanding of the distinct inflammatory signatures of CD and overcome the limitations of single-cell RNA sequencing, we combined spatial transcriptomics of frozen CD surgical tissue sections with single-cell transcriptomics of ileal CD mucosa. Coexpressed genes and cell-cell communication from single-cell analyses and factorized genes from spatial transcriptomics revealed overlapping pathways affected in inflamed CD, like antigen presentation, phagosome activity, cell adhesion, and extracellular matrix. Within the pathways, early epithelial cells showed evidence of significant changes in gene expression and subtype composition, while spatial mapping revealed the location of the events, particularly antigen presentation from epithelial cells in the base of the crypt. Furthermore, we identified early epithelial cells as a potential mediator of the MHC class II pathway during inflammation, which we validated by spatial transcriptomics cell subtype deconvolution. Therefore, the inflammation from CD appears to change the types of interactions detectable between epithelial cells with immune and mesenchymal cells, likely promoting the conditions for more macrophage infiltration into these inflammatory microdomains.
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Affiliation(s)
- Vasantha L. Kolachala
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Sushma Chowdary Maddipatla
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Shanta Murthy
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Yeonjoo Hwang
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Anne F. Dodd
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Garima Sharma
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Sachith Munasinghe
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Ranjit Singh Pelia
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Suresh Venkateswaran
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Murugadas Anbazhagan
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Tarun Koti
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Navdeep Jhita
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Gaurav N. Joshi
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Chrissy A. Lopez
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Duke Geem
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Hong Yin
- Department of Pathology, Children’s Healthcare of Atlanta
| | | | - Peng Qiu
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
| | - Jason D. Matthews
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
| | - Subra Kugathasan
- Division of Pediatric Gastroenterology, Department of Pediatrics & Pediatric Research Institute, Emory University School of Medicine & Children’s Healthcare of Atlanta
- Department of Human Genetics; and
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10
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Luo W, Li X, Zhang C, Shen K, Li M, Zhuang Y, Huo J, Wang W. Physicochemical characterization and protective effects of raw and nine-steamed Polygonatum cyrtonema polysaccharides on cyclophosphamide-induced immunosuppression in mice. Int J Biol Macromol 2025; 307:141911. [PMID: 40068755 DOI: 10.1016/j.ijbiomac.2025.141911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 02/16/2025] [Accepted: 03/07/2025] [Indexed: 03/16/2025]
Abstract
Polygonatum cyrtonema (PC) is a traditional Chinese herb used in both food and medicine with considerable bioactivity. The nine-steam processed pieces of PC are the main form of clinical application, while research has focused on the polysaccharide of their crude form. This study evaluated the physicochemical characteristics and protective effects of polysaccharides from both crude PC (PCP) and nine-steamed PC (NPCP) against cyclophosphamide (CTX)-induced immunosuppression. The findings indicate significant differences in the physicochemical characteristics of PCP and NPCP. The nine steaming treatments reduced the polysaccharide content by 8.15 %, and significantly altered monosaccharide proportion. Both polysaccharides accelerated the recovery of spleen and thymus indexes and restored the levels of TNF-α, IL-1β, IL-6, IgA, IgM, and IgG in the serum of CTX-treated mice in a dose-dependent manner as well as improved the morphology of spleen, thymus, and colon tissues. Furthermore, PCP and NPCP promoted the production of SCFAs and the recovery of intestinal flora in CTX-induced immunosuppressed mice. NPCP exhibited a better protective effect against CTX-induced immunosuppression. The results of this study confirm the importance of the nine-steaming method for PC and provide a basis for the further development of NPCP as a functional food to alleviate CTX-induced immunosuppression.
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Affiliation(s)
- Weiguang Luo
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China
| | - Xiuwei Li
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China
| | - Chenxi Zhang
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China
| | - Kai Shen
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China
| | - Mengxue Li
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China
| | - Yan Zhuang
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China
| | - Jinhai Huo
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China.
| | - Weiming Wang
- Heilongjiang Academy Of Chinese Medicine Sciences, Institute of Chinese Materia Medica, No.72, Xiang'an Street, Xiangfang District, Harbin 150036, Heilongjiang, China.
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11
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Li L, Zhang Z, Wang X, Zhao H, Liu L, Xiao Y, Hua S, Chen Y. PRMT5 Maintains Homeostasis of the Intestinal Epithelium by Modulating Cell Proliferation and Survival. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2415559. [PMID: 39899687 PMCID: PMC11948081 DOI: 10.1002/advs.202415559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Indexed: 02/05/2025]
Abstract
Intestinal homeostasis is sustained by self-renewal of intestinal stem cells, which continuously divide and produce proliferative transit-amplifying (TA) and progenitor cells. Protein arginine methyltransferases 5 (PRMT5) plays a crucial role in regulating homeostasis of various mammalian tissues. However, its function in intestinal homeostasis remains elusive. In this study, conditional knockout of Prmt5 in the mouse intestinal epithelium leads to a reduction in stem cell population, suppression of cell proliferation, and increased cell apoptosis within the intestinal crypts, accompanied with shortened gut length, decreased mouse body weight, and eventual animal mortality. Additionally, Prmt5 deletion or its enzymatic inhibition in intestinal organoids in vitro also shows resembling cellular phenotypes. Methylome profiling identifies 90 potential Prmt5 substrates, which are involved in RNA-related biological processes and cell division. Consistently, Prmt5 depletion in intestinal organoids leads to aberrant alternative splicing in a subset of genes related to the mitotic cell cycle. Furthermore, Prmt5 loss triggers p53-mediated apoptosis in the intestinal epithelium. Collectively, the findings uncover an indispensable role of PRMT5 in promoting cell proliferation and survival, as well as maintaining stem cells in the gut epithelium.
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Affiliation(s)
- Leilei Li
- Guangzhou LaboratoryGuangzhou510700China
| | - Zhe Zhang
- Guangzhou LaboratoryGuangzhou510700China
| | - Xu Wang
- Guangzhou LaboratoryGuangzhou510700China
| | | | | | | | - Shan Hua
- Guangzhou LaboratoryGuangzhou510700China
| | - Ye‐Guang Chen
- Guangzhou LaboratoryGuangzhou510700China
- The State Key Laboratory of Membrane BiologyTsinghua‐Peking Center for Life SciencesSchool of Life SciencesTsinghua UniversityBeijing100084China
- School of Basic MedicineJiangxi Medical CollegeNanchang UniversityNanchang330031China
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12
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Li T, Liu Y, Duan T, Guo C, Liu B, Fu X, Wang L, Wang X, Dong X, Wang C, Lu Y, Wang Y, Shi L, Tian H, Yang X. Nondigestible stachyose binds membranous HSP90β on small intestinal epithelium to regulate the exosomal miRNAs: A new function and mechanism. Cell Metab 2025; 37:345-360.e6. [PMID: 39561765 DOI: 10.1016/j.cmet.2024.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 07/16/2024] [Accepted: 10/15/2024] [Indexed: 11/21/2024]
Abstract
Oligosaccharides are conventionally recognized as "passersby" in the small intestine. However, our research has reframed this understanding by uncovering a new function of oligosaccharide stachyose, which binds hydrophobic residues of membranous HSP90β on small intestinal epithelial cells, thus reprograming the exosomal miRNA profile. CRISPR-Cas9-mediated HSP90β knockout abolished the accumulation of stachyose on cell membrane and its regulatory effects on these miRNAs. Notably, stachyose's regulation on these miRNAs is independent of its prebiotic role, as evidenced by the observation of stachyose-altered fecal miRNAs in pseudo-germ-free mice. These stachyose-altered miRNAs further shaped colonic microbiome, especially harboring Lactobacillus in mice. Thereinto, miR-30a-5p that was downregulated (Log2FC < -2) in both mice and human feces following stachyose treatment could specifically suppress the growth of Lactobacillus reuteri. These findings build a new regulatory axis of stachyose-intestinal miRNAs-gut microbiota and unveil a previously unknown mechanism underlying the direct "talk" of oligosaccharides to intestine epithelium via membranous HSP90β.
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Affiliation(s)
- Ting Li
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China.
| | - Yueyue Liu
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Tianchi Duan
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Chao Guo
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an 710032, China
| | - Bin Liu
- Department of Traditional Chinese Medicine, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou 510260, China
| | - Xiuqiong Fu
- School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong 999077, China
| | - Lu Wang
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Xiaoyuan Wang
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Xinyue Dong
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Chennan Wang
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Yalong Lu
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Yu Wang
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Lin Shi
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Honglei Tian
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China
| | - Xingbin Yang
- College of Food Engineering and Nutritional Science, Shaanxi Normal University, Xi'an 710119, China.
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13
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Ge Q, Chen S. Mouse gut blueprint: regionality and resilience. Trends Immunol 2025; 46:94-96. [PMID: 39880712 DOI: 10.1016/j.it.2025.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2025] [Accepted: 01/16/2025] [Indexed: 01/31/2025]
Abstract
Mayassi and colleagues utilized spatial transcriptomics to create a comprehensive blueprint of the mouse gut, exploring its adaptability and resilience under perturbed conditions. Their work highlights the adaptive capabilities of the murine gut's regionalized structure, providing insights into how it functions in a coordinated manner and how it responds to external challenges.
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Affiliation(s)
- Qiwei Ge
- Department of Gastroenterology, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, 310058, China; Institution of Gastroenterology, Zhejiang University, Hangzhou, Zhejiang Province, 310058, China
| | - Shujie Chen
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, Zhejiang Province, 310058, China; Institution of Gastroenterology, Zhejiang University, Hangzhou, Zhejiang Province, 310058, China.
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14
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Shin HK, Bang YJ. Aromatic Amino Acid Metabolites: Molecular Messengers Bridging Immune-Microbiota Communication. Immune Netw 2025; 25:e10. [PMID: 40078785 PMCID: PMC11896664 DOI: 10.4110/in.2025.25.e10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2024] [Revised: 02/05/2025] [Accepted: 02/05/2025] [Indexed: 03/14/2025] Open
Abstract
Aromatic amino acid (AAA) metabolites, derived from tryptophan, phenylalanine, and tyrosine through coordinated host and microbial metabolism, have emerged as critical modulators of immune function. We examine the complex journey of AAAs from dietary intake through intestinal absorption and metabolic transformation, highlighting the crucial role of host-microbe metabolic networks in generating diverse immunomodulatory compounds. This review provides a unique integrative perspective by mapping the molecular mechanisms through which these metabolites orchestrate immune responses. Through detailed analysis of metabolite-receptor and metabolite-transporter interactions, we reveal how specific molecular recognition drives cell type-specific immune responses. Our comprehensive examination of signaling networks-from membrane receptor engagement to nuclear receptor activation to post-translational modifications- demonstrates how the same metabolite can elicit distinct functional outcomes in different immune cell populations. The context-dependent nature of these molecular interactions presents both challenges and opportunities for therapeutic development, particularly in inflammatory conditions where metabolite signaling pathways are dysregulated. Understanding the complexity of these regulatory networks and remaining knowledge gaps is fundamental for advancing metabolite-based therapeutic strategies in immune-mediated disorders.
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Affiliation(s)
- Hyun-Ki Shin
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Ye-Ji Bang
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea
- Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul 03080, Korea
- Institute of Endemic Diseases, Seoul National University Medical Research Center, Seoul 03080, Korea
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15
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Song L, Wang L, He Z, Cui X, Peng C, Xu J, Yong Z, Liu Y, Fei JF. Improving Spatial Transcriptomics with Membrane-Based Boundary Definition and Enhanced Single-Cell Resolution. SMALL METHODS 2025:e2401056. [PMID: 39871658 DOI: 10.1002/smtd.202401056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 01/03/2025] [Indexed: 01/29/2025]
Abstract
Accurately defining cell boundaries for spatial transcriptomics is technically challenging. The current major approaches are nuclear staining or mathematical inference, which either exclude the cytoplasm or determine a hypothetical boundary. Here, a new method is introduced for defining cell boundaries: labeling cell membranes using genetically coded fluorescent proteins, which allows precise indexing of sequencing spots and transcripts within cells on sections. Use of this membrane-based method greatly increases the number of genes captured in cells compared to the number captured using nucleus-based methods; the numbers of genes are increased by 67% and 119% in mouse and axolotl livers, respectively. The obtained expression profiles are more consistent with single-cell RNA-seq data, demonstrating more rational clustering and apparent cell type-specific markers. Furthermore, improved single-cell resolution is achieved to better identify rare cell types and elaborate spatial domains in the axolotl brain and intestine. In addition to regular cells, accurate recognition of multinucleated cells and cells lacking nuclei in the mouse liver is achieved, demonstrating its ability to analyze complex tissues and organs, which is not achievable using previous methods. This study provides a powerful tool for improving spatial transcriptomics that has broad potential for its applications in the biological and medical sciences.
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Affiliation(s)
- Li Song
- Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, 510080, China
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Liqun Wang
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Zitian He
- Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, 510080, China
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Xiao Cui
- Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, 510080, China
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Cheng Peng
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Jie Xu
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Zhouying Yong
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Yanmei Liu
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Ji-Feng Fei
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, 510080, China
- The Innovation Centre of Ministry of Education for Development and Diseases, School of Medicine, South China University of Technology, Guangzhou, 510006, China
- School of Basic Medical Sciences, Southern Medical University, Guangzhou, 510515, China
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16
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Song Y, Fothergill LJ, Lee KS, Liu BY, Koo A, Perelis M, Diwakarla S, Callaghan B, Huang J, Wykosky J, Furness JB, Yeo GW. Stratification of enterochromaffin cells by single-cell expression analysis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2023.08.24.554649. [PMID: 37662229 PMCID: PMC10473706 DOI: 10.1101/2023.08.24.554649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Dynamic interactions between gut mucosal cells and the external environment are essential to maintain gut homeostasis. Enterochromaffin (EC) cells transduce both chemical and mechanical signals and produce 5-hydroxytryptamine (5-HT) to mediate disparate physiological responses. However, the molecular and cellular basis for functional diversity of ECs remains to be adequately defined. Here, we integrated single-cell transcriptomics with spatial image analysis to identify fourteen EC clusters that are topographically organized along the gut. Subtypes predicted to be sensitive to the chemical environment and mechanical forces were identified that express distinct transcription factors and hormones. A Piezo2 + population in the distal colon was endowed with a distinctive neuronal signature. Using a combination of genetic, chemogenetic and pharmacological approaches, we demonstrated Piezo2 + ECs are required for normal colon motility. Our study constructs a molecular map for ECs and offers a framework for deconvoluting EC cells with pleiotropic functions.
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Affiliation(s)
- Yan Song
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA 92093, United States
- Stem Cell Program, University of California San Diego, La Jolla, CA 92093, United States
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA 92093, United States
| | - Linda J. Fothergill
- Department of Anatomy & Physiology, University of Melbourne, Parkville, Victoria 3010, Australia
- Florey Institute of Neuroscience and Mental Health, Parkville, Victoria 3010, Australia
| | - Kari S. Lee
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA 92093, United States
- Stem Cell Program, University of California San Diego, La Jolla, CA 92093, United States
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA 92093, United States
| | - Brandon Y. Liu
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA 92093, United States
- Stem Cell Program, University of California San Diego, La Jolla, CA 92093, United States
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA 92093, United States
| | - Ada Koo
- Department of Anatomy & Physiology, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Mark Perelis
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA 92093, United States
- Stem Cell Program, University of California San Diego, La Jolla, CA 92093, United States
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA 92093, United States
| | - Shanti Diwakarla
- Department of Anatomy & Physiology, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Brid Callaghan
- Department of Anatomy & Physiology, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Jie Huang
- Takeda Pharmaceuticals, San Diego, CA 92121, United States
| | - Jill Wykosky
- Takeda Pharmaceuticals, San Diego, CA 92121, United States
| | - John B. Furness
- Department of Anatomy & Physiology, University of Melbourne, Parkville, Victoria 3010, Australia
- Florey Institute of Neuroscience and Mental Health, Parkville, Victoria 3010, Australia
| | - Gene W. Yeo
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA 92093, United States
- Stem Cell Program, University of California San Diego, La Jolla, CA 92093, United States
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA 92093, United States
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17
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Torang A, Kirov AB, Lammers V, Cameron K, Wouters VM, Jackstadt RF, Lannagan TRM, de Jong JH, Koster J, Sansom O, Medema JP. Enterocyte-like differentiation defines metabolic gene signatures of CMS3 colorectal cancers and provides therapeutic vulnerability. Nat Commun 2025; 16:264. [PMID: 39747069 PMCID: PMC11696116 DOI: 10.1038/s41467-024-55574-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 12/13/2024] [Indexed: 01/04/2025] Open
Abstract
Colorectal cancer (CRC) is stratified into four consensus molecular subtypes (CMS1-4). CMS3 represents the metabolic subtype, but its wiring remains largely undefined. To identify the underlying tumorigenesis of CMS3, organoids derived from 16 genetically engineered mouse models are analyzed. Upon in vitro Cre-recombinase activation, transformation is established and transcriptional profiling reveals that distinct CMSs (CMS2-4) are modeled with different organoids. CMS3-like, metabolic signature-positive, organoids are induced by KRAS mutations. Interestingly, metabolic signatures are subsequently shown to result from enterocyte-like differentiation both in organoids and human cancers. Further analysis reveals carbamoyl-phosphate synthase 1 (CPS1) and sucrase-isomaltase (SI) as signature proteins. More importantly, CPS1 is crucial for de novo pyrimidine synthesis in CMS3 and its inhibition targets proliferation and stemness, facilitating enterocyte-like differentiation, while CMS2 and CMS4 models are not affected. Our data point to an enterocyte-like differentiation of CMS3 CRCs and reveal a selective vulnerability of this subtype through CPS1 inhibition.
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Affiliation(s)
- Arezo Torang
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Aleksandar B Kirov
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Veerle Lammers
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Kate Cameron
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Valérie M Wouters
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Rene F Jackstadt
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
- Heidelberg, Germany Cancer Progression and Metastasis Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | | | - Joan H de Jong
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Jan Koster
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Owen Sansom
- Cancer Research UK Scotland Institute, Garscube Estate, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Jan Paul Medema
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
- Oncode Institute, Amsterdam, the Netherlands.
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18
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Gong J, Lee C, Kim H, Kim J, Jeon J, Park S, Cho K. Control of Cellular Differentiation Trajectories for Cancer Reversion. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2402132. [PMID: 39661721 PMCID: PMC11744559 DOI: 10.1002/advs.202402132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 11/08/2024] [Indexed: 12/13/2024]
Abstract
Cellular differentiation is controlled by intricate layers of gene regulation, involving the modulation of gene expression by various transcriptional regulators. Due to the complexity of gene regulation, identifying master regulators across the differentiation trajectory has been a longstanding challenge. To tackle this problem, a computational framework, single-cell Boolean network inference and control (BENEIN), is presented. Applying BENEIN to human large intestinal single-cell transcriptome data, MYB, HDAC2, and FOXA2 are identified as the master regulators whose inhibition induces enterocyte differentiation. It is found that simultaneous knockdown of these master regulators can revert colorectal cancer cells into normal-like enterocytes by synergistically inducing differentiation and suppressing malignancy, which is validated by in vitro and in vivo experiments.
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Affiliation(s)
- Jeong‐Ryeol Gong
- Department of Bio and Brain EngineeringKorea Advanced Institute of Science and TechnologyDaejeon34141Republic of Korea
| | - Chun‐Kyung Lee
- Department of Bio and Brain EngineeringKorea Advanced Institute of Science and TechnologyDaejeon34141Republic of Korea
| | - Hoon‐Min Kim
- Department of Bio and Brain EngineeringKorea Advanced Institute of Science and TechnologyDaejeon34141Republic of Korea
| | - Juhee Kim
- Department of Bio and Brain EngineeringKorea Advanced Institute of Science and TechnologyDaejeon34141Republic of Korea
| | - Jaeog Jeon
- Department of Bio and Brain EngineeringKorea Advanced Institute of Science and TechnologyDaejeon34141Republic of Korea
| | - Sunmin Park
- Department of Bio and Brain EngineeringKorea Advanced Institute of Science and TechnologyDaejeon34141Republic of Korea
| | - Kwang‐Hyun Cho
- Department of Bio and Brain EngineeringKorea Advanced Institute of Science and TechnologyDaejeon34141Republic of Korea
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19
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Quintero M, Samuelson LC. Paneth Cells: Dispensable yet Irreplaceable for the Intestinal Stem Cell Niche. Cell Mol Gastroenterol Hepatol 2024; 19:101443. [PMID: 39708920 PMCID: PMC11847746 DOI: 10.1016/j.jcmgh.2024.101443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 12/09/2024] [Accepted: 12/09/2024] [Indexed: 12/23/2024]
Abstract
Intestinal stem cells replenish the epithelium throughout life by continuously generating intestinal epithelial cell types, including absorptive enterocytes, and secretory goblet, endocrine, and Paneth cells. This process is orchestrated by a symphony of niche factors required to maintain intestinal stem cells and to direct their proliferation and differentiation. Among the various mature intestinal epithelial cell types, Paneth cells are unique in their location in the stem cell zone, directly adjacent to intestinal stem cells. Although Paneth cells were first described as an epithelial cell component of the innate immune system due to their expression of anti-microbial peptides, they have been proposed to be niche cells due to their close proximity to intestinal stem cells and expression of niche factors. However, function as a niche cell has been debated since mice lacking Paneth cells retain functional stem cells that continue to replenish the intestinal epithelium. In this review, we summarize the intestinal stem cell niche, including the Notch, Wnt, growth factor, mechanical, and metabolic niche, and discuss how Paneth cells might contribute to these various components. We also present a nuanced view of the Paneth cell as a niche cell. Although not required, Paneth cells enhance stem cell function, particularly during intestinal development and regeneration. Furthermore, we suggest that Paneth cell loss induces intestinal stem cell remodeling to adjust their niche demands.
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Affiliation(s)
- Michaela Quintero
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Linda C Samuelson
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan; Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan.
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20
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Yu LE, Yang WC, Liang YC. Crosstalk Within the Intestinal Epithelium: Aspects of Intestinal Absorption, Homeostasis, and Immunity. Biomedicines 2024; 12:2771. [PMID: 39767678 PMCID: PMC11673925 DOI: 10.3390/biomedicines12122771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 11/26/2024] [Accepted: 11/28/2024] [Indexed: 01/11/2025] Open
Abstract
Gut health is crucial in many ways, such as in improving human health in general and enhancing production in agricultural animals. To maximize the effect of a healthy gastrointestinal tract (GIT), an understanding of the regulation of intestinal functions is needed. Proper intestinal functions depend on the activity, composition, and behavior of intestinal epithelial cells (IECs). There are various types of IECs, including enterocytes, Paneth cells, enteroendocrine cells (EECs), goblet cells, tuft cells, M cells, and intestinal epithelial stem cells (IESCs), each with unique 3D structures and IEC distributions. Although the communication between IECs and other cell types, such as immune cells and neurons, has been intensively reviewed, communication between different IECs has rarely been addressed. The present paper overviews the networks among IECs that influence intestinal functions. Intestinal absorption is regulated by incretins derived from EECs that induce nutrient transporter activity in enterocytes. EECs, Paneth cells, tuft cells, and enterocytes release signals to activate Notch signaling, which modulates IESC activity and intestinal homeostasis, including proliferation and differentiation. Intestinal immunity can be altered via EECs, goblet cells, tuft cells, and cytokines derived from IECs. Finally, tools for investigating IEC communication have been discussed, including the novel 3D intestinal cell model utilizing enteroids that can be considered a powerful tool for IEC communication research. Overall, the importance of IEC communication, especially EECs and Paneth cells, which cover most intestinal functional regulating pathways, are overviewed in this paper. Such a compilation will be helpful in developing strategies for maintaining gut health.
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Affiliation(s)
| | | | - Yu-Chaun Liang
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115201, Taiwan; (L.-E.Y.); (W.-C.Y.)
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21
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Wang S, Li H, Zhang K, Wu H, Pang S, Wu W, Ye L, Su J, Zhang Y. scSID: A lightweight algorithm for identifying rare cell types by capturing differential expression from single-cell sequencing data. Comput Struct Biotechnol J 2024; 23:589-600. [PMID: 38274993 PMCID: PMC10809081 DOI: 10.1016/j.csbj.2023.12.043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/27/2023] [Accepted: 12/27/2023] [Indexed: 01/27/2024] Open
Abstract
Single-cell RNA sequencing (scRNA-seq) is currently an important technology for identifying cell types and studying diseases at the genetic level. Identifying rare cell types is biologically important as one of the downstream data analyses of single-cell RNA sequencing. Although rare cell identification methods have been developed, most of these suffer from insufficient mining of intercellular similarities, low scalability, and being time-consuming. In this paper, we propose a single-cell similarity division algorithm (scSID) for identifying rare cells. It takes cell-to-cell similarity into consideration by analyzing both inter-cluster and intra-cluster similarities, and discovers rare cell types based on the similarity differences. We show that scSID outperforms other existing methods by benchmarking it on different experimental datasets. Application of scSID to multiple datasets, including 68K PBMC and intestine, highlights its exceptional scalability and remarkable ability to identify rare cell populations.
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Affiliation(s)
- Shudong Wang
- Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, 266580, China
| | - Hengxiao Li
- Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, 266580, China
| | - Kuijie Zhang
- Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, 266580, China
| | - Hao Wu
- College of Information Engineering, Northwest A&F University, 712100, Yangling, China
- School of Software, Shandong University, 250100, Jinan, China
| | - Shanchen Pang
- Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, 266580, China
| | - Wenhao Wu
- Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, 266580, China
| | - Lan Ye
- Cancer Center, the Second Hospital of Shandong University, Jinan, 250033, China
| | - Jionglong Su
- School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi'an Jiaotong-Liverpool University, Suzhou, 215123, Jiangsu, China
| | - Yulin Zhang
- College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, 266590, China
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22
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Yoshida N, Thomas JR, Appios A, Brember MP, Aye IL, Edgar JR, Firth AE, Chung BY, McGovern N, Stewart H. Human placental cells are resistant to SARS-CoV-2 infection and replication. Wellcome Open Res 2024; 9:209. [PMID: 39640372 PMCID: PMC11617822 DOI: 10.12688/wellcomeopenres.20514.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/04/2024] [Indexed: 12/07/2024] Open
Abstract
Background Infection during pregnancy with SARS-CoV-2 can have a serious impact on both maternal and foetal health. Clinical studies have shown that SARS-CoV-2 transmission from the mother to the foetus typically does not occur. However, there is evidence that SARS-CoV-2 can infect the placenta in utero. Here we sought to quantify the permissiveness of placental cells to SARS-CoV-2 infection and to determine if they support viral release. Methods By using publicly available single-cell RNA sequencing (scRNAseq) data sets and confocal microscopy we compared ACE2 transcript and protein expression across human first trimester and term placental cells. We also used in vitro infection assays to quantify the infection rates of a range of placenta-derived cells. Finally, we quantified the viral egress from these cells. Results ACE2 transcripts are found in a range of placental cell types across gestation, including trophoblast. However, ACE2 protein expression does not significantly change across placental cell types from first trimester to term. We find that 0.5±0.15 % of term trophoblast cells can be infected with SARS-CoV-2 while primary placental fibroblasts and macrophages, and JEG-3, JAR and HUVEC cell lines are resistant to infection. Furthermore, primary trophoblast cells poorly support viral release while JEG-3 cells allow relatively high levels of viral release. Conclusions The low level of viral release by primary placental cells provides insight into how the virus is impaired from crossing the placenta to the foetus.
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Affiliation(s)
- Nagisa Yoshida
- Department of Pathology, University of Cambridge, Cambridge, England, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, England, UK
| | - Jake R. Thomas
- Department of Pathology, University of Cambridge, Cambridge, England, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, England, UK
| | - Anna Appios
- Department of Pathology, University of Cambridge, Cambridge, England, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, England, UK
| | - Matthew P. Brember
- Department of Pathology, University of Cambridge, Cambridge, England, UK
| | - Irving L.M.H. Aye
- Centre for Trophoblast Research, University of Cambridge, Cambridge, England, UK
- Department of Obstetrics and Gynaecology, University of Cambridge, Cambridge, England, UK
| | - James R. Edgar
- Department of Pathology, University of Cambridge, Cambridge, England, UK
| | - Andrew E. Firth
- Department of Pathology, University of Cambridge, Cambridge, England, UK
| | - Betty Y.W. Chung
- Department of Pathology, University of Cambridge, Cambridge, England, UK
| | - Naomi McGovern
- Department of Pathology, University of Cambridge, Cambridge, England, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, England, UK
| | - Hazel Stewart
- Department of Pathology, University of Cambridge, Cambridge, England, UK
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23
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Lou R, Song W, Yu S, Wang X, Liu Y, Chen YG, Wang Y. Identification of feature genes in intestinal epithelial cell types. CELL REGENERATION (LONDON, ENGLAND) 2024; 13:24. [PMID: 39542983 PMCID: PMC11564585 DOI: 10.1186/s13619-024-00208-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 10/30/2024] [Accepted: 11/01/2024] [Indexed: 11/17/2024]
Abstract
The intestine, is responsible for food digestion, nutrient absorption, endocrine secretion, food residue excretion, and immune defense. These function performances are based on the intricate composition of intestinal epithelial cells, encompassing differentiated mature cells, rapidly proliferative cells, and intestinal stem cells. Although the characteristics of these cell types are well-documented, in-depth exploration of their representative markers and transcription factors is critical for comprehensive cell fate trajectory analysis. Here, we unveiled the feature genes in different cell types of the human and mouse gut through single-cell RNA sequencing analysis. Further, the locations of some specific transcription factors and membrane proteins were determined by immunofluorescence staining, and their role in regulating the proliferation and differentiation of intestinal epithelial cells were explored by CRISPR/Cas9 knockout. Therefore, this study not only reports new markers for various intestinal epithelial cell types but also elucidates the involvement of relevant genes in the determination of epithelial cell fate and maintenance of stem cell homeostasis, which facilitates the tracing and functional elucidation of intestinal epithelial cells.
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Affiliation(s)
- Ruoyu Lou
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Wanlu Song
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Shicheng Yu
- Guangzhou National Laboratory, Guangzhou, 510005, China
| | - Xiaodan Wang
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Yuan Liu
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Ye-Guang Chen
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, 100084, China.
- Guangzhou National Laboratory, Guangzhou, 510005, China.
- The MOE Basic Research and Innovation Center for the Targeted Therapeutics of Solid Tumors, Jiangxi Medical College, Nanchang University, Nanchang, 330031, China.
| | - Yalong Wang
- Guangzhou National Laboratory, Guangzhou, 510005, China.
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24
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Shin JH, Park J, Lim J, Jeong J, Dinesh RK, Maher SE, Kim J, Park S, Hong JY, Wysolmerski J, Choi J, Bothwell ALM. Metastasis of colon cancer requires Dickkopf-2 to generate cancer cells with Paneth cell properties. eLife 2024; 13:RP97279. [PMID: 39535280 PMCID: PMC11560131 DOI: 10.7554/elife.97279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024] Open
Abstract
Metastasis is the leading cause of cancer-related mortality. Paneth cells provide stem cell niche factors in homeostatic conditions, but the underlying mechanisms of cancer stem cell niche development are unclear. Here, we report that Dickkopf-2 (DKK2) is essential for the generation of cancer cells with Paneth cell properties during colon cancer metastasis. Splenic injection of Dkk2 knockout (KO) cancer organoids into C57BL/6 mice resulted in a significant reduction of liver metastases. Transcriptome analysis showed reduction of Paneth cell markers such as lysozymes in KO organoids. Single-cell RNA sequencing analyses of murine metastasized colon cancer cells and patient samples identified the presence of lysozyme positive cells with Paneth cell properties including enhanced glycolysis. Further analyses of transcriptome and chromatin accessibility suggested hepatocyte nuclear factor 4 alpha (HNF4A) as a downstream target of DKK2. Chromatin immunoprecipitation followed by sequencing analysis revealed that HNF4A binds to the promoter region of Sox9, a well-known transcription factor for Paneth cell differentiation. In the liver metastatic foci, DKK2 knockout rescued HNF4A protein levels followed by reduction of lysozyme positive cancer cells. Taken together, DKK2-mediated reduction of HNF4A protein promotes the generation of lysozyme positive cancer cells with Paneth cell properties in the metastasized colon cancers.
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Affiliation(s)
- Jae Hun Shin
- Integrative Science and Engineering Division, Underwood International College, Yonsei UniversityIncheonRepublic of Korea
- Institute of Advanced Bio-Industry Convergence, Yonsei UniversitySeoulRepublic of Korea
| | - Jooyoung Park
- Department of Biomedical Sciences, Korea University College of MedicineSeoulRepublic of Korea
| | - Jaechul Lim
- College of Veterinary Medicine, Seoul National UniversitySeoulRepublic of Korea
| | - Jaekwang Jeong
- Internal Medicine, Yale University School of MedicineNew HavenUnited States
| | - Ravi K Dinesh
- Department of Pathology, Stanford UniversityStanfordUnited States
| | - Stephen E Maher
- Department of Urology, Yale University School of MedicineNew HavenUnited States
| | - Jeonghyun Kim
- Institute of Advanced Bio-Industry Convergence, Yonsei UniversitySeoulRepublic of Korea
| | - Soyeon Park
- Institute of Advanced Bio-Industry Convergence, Yonsei UniversitySeoulRepublic of Korea
| | - Jun Young Hong
- Department of Systems Biology, College of Life Science and Biotechnology, Yonsei UniversitySeoulRepublic of Korea
| | - John Wysolmerski
- Internal Medicine, Yale University School of MedicineNew HavenUnited States
| | - Jungmin Choi
- Department of Biomedical Sciences, Korea University College of MedicineSeoulRepublic of Korea
| | - Alfred LM Bothwell
- Department of Pathology, Microbiology and Immunology, University of Nebraska Medical CenterOmahaUnited States
- Department of Immunobiology, Yale University School of MedicineNew HavenUnited States
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25
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Oliver AJ, Huang N, Bartolome-Casado R, Li R, Koplev S, Nilsen HR, Moy M, Cakir B, Polanski K, Gudiño V, Melón-Ardanaz E, Sumanaweera D, Dimitrov D, Milchsack LM, FitzPatrick MEB, Provine NM, Boccacino JM, Dann E, Predeus AV, To K, Prete M, Chapman JA, Masi AC, Stephenson E, Engelbert J, Lobentanzer S, Perera S, Richardson L, Kapuge R, Wilbrey-Clark A, Semprich CI, Ellams S, Tudor C, Joseph P, Garrido-Trigo A, Corraliza AM, Oliver TRW, Hook CE, James KR, Mahbubani KT, Saeb-Parsy K, Zilbauer M, Saez-Rodriguez J, Høivik ML, Bækkevold ES, Stewart CJ, Berrington JE, Meyer KB, Klenerman P, Salas A, Haniffa M, Jahnsen FL, Elmentaite R, Teichmann SA. Single-cell integration reveals metaplasia in inflammatory gut diseases. Nature 2024; 635:699-707. [PMID: 39567783 PMCID: PMC11578898 DOI: 10.1038/s41586-024-07571-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 05/15/2024] [Indexed: 11/22/2024]
Abstract
The gastrointestinal tract is a multi-organ system crucial for efficient nutrient uptake and barrier immunity. Advances in genomics and a surge in gastrointestinal diseases1,2 has fuelled efforts to catalogue cells constituting gastrointestinal tissues in health and disease3. Here we present systematic integration of 25 single-cell RNA sequencing datasets spanning the entire healthy gastrointestinal tract in development and in adulthood. We uniformly processed 385 samples from 189 healthy controls using a newly developed automated quality control approach (scAutoQC), leading to a healthy reference atlas with approximately 1.1 million cells and 136 fine-grained cell states. We anchor 12 gastrointestinal disease datasets spanning gastrointestinal cancers, coeliac disease, ulcerative colitis and Crohn's disease to this reference. Utilizing this 1.6 million cell resource (gutcellatlas.org), we discover epithelial cell metaplasia originating from stem cells in intestinal inflammatory diseases with transcriptional similarity to cells found in pyloric and Brunner's glands. Although previously linked to mucosal healing4, we now implicate pyloric gland metaplastic cells in inflammation through recruitment of immune cells including T cells and neutrophils. Overall, we describe inflammation-induced changes in stem cells that alter mucosal tissue architecture and promote further inflammation, a concept applicable to other tissues and diseases.
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Affiliation(s)
- Amanda J Oliver
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Ni Huang
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Raquel Bartolome-Casado
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Department of Pathology, University of Oslo and Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Ruoyan Li
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, US
| | - Simon Koplev
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Hogne R Nilsen
- Department of Pathology, University of Oslo and Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Madelyn Moy
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Batuhan Cakir
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | - Victoria Gudiño
- Inflammatory Bowel Disease Unit, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Elisa Melón-Ardanaz
- Inflammatory Bowel Disease Unit, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | | | - Daniel Dimitrov
- Institute for Computational Biomedicine, Heidelberg University, Faculty of Medicine, Heidelberg University Hospital, Bioquant, Heidelberg, Germany
| | | | - Michael E B FitzPatrick
- Translational Gastroenterology and Liver Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Nicholas M Provine
- Translational Gastroenterology and Liver Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | | | - Emma Dann
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | - Ken To
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Martin Prete
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Jonathan A Chapman
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
| | - Andrea C Masi
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
| | - Emily Stephenson
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
| | - Justin Engelbert
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
| | - Sebastian Lobentanzer
- Institute for Computational Biomedicine, Heidelberg University, Faculty of Medicine, Heidelberg University Hospital, Bioquant, Heidelberg, Germany
| | - Shani Perera
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Laura Richardson
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Rakeshlal Kapuge
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | | | - Sophie Ellams
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Catherine Tudor
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | - Alba Garrido-Trigo
- Inflammatory Bowel Disease Unit, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Ana M Corraliza
- Inflammatory Bowel Disease Unit, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Thomas R W Oliver
- Department of Histopathology and Cytology, Cambridge University Hospitals, Cambridge, UK
| | | | - Kylie R James
- Translational Genomics, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Krishnaa T Mahbubani
- Department of Surgery, University of Cambridge, Cambridge, UK
- Cambridge Biorepository for Translational Medicine, Cambridge NIHR Biomedical Research Centre, Cambridge, UK
- Department of Haematology, Cambridge Stem Cell Institute, Cambridge, UK
| | - Kourosh Saeb-Parsy
- Department of Surgery, University of Cambridge, Cambridge, UK
- Cambridge Biorepository for Translational Medicine, Cambridge NIHR Biomedical Research Centre, Cambridge, UK
| | - Matthias Zilbauer
- Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
- University Department of Paediatrics, University of Cambridge, Cambridge, UK
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Cambridge, UK
| | - Julio Saez-Rodriguez
- Institute for Computational Biomedicine, Heidelberg University, Faculty of Medicine, Heidelberg University Hospital, Bioquant, Heidelberg, Germany
| | - Marte Lie Høivik
- Department of Gastroenterology, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Espen S Bækkevold
- Department of Pathology, University of Oslo and Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | | | - Janet E Berrington
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
| | - Kerstin B Meyer
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Paul Klenerman
- Translational Gastroenterology and Liver Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Azucena Salas
- Inflammatory Bowel Disease Unit, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Muzlifah Haniffa
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Biosciences Institute, Newcastle University, Newcastle upon Tyne, UK
- Department of Dermatology and National Institute for Health Research (NIHR) Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Frode L Jahnsen
- Department of Pathology, University of Oslo and Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Rasa Elmentaite
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Ensocell Therapeutics, BioData Innovation Centre, Wellcome Genome Campus, Cambridge, UK
| | - Sarah A Teichmann
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
- Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK.
- Ensocell Therapeutics, BioData Innovation Centre, Wellcome Genome Campus, Cambridge, UK.
- Theory of Condensed Matter, Cavendish Laboratory/Department of Physics, University of Cambridge, Cambridge, UK.
- Department of Medicine, University of Cambridge, Cambridge, UK.
- CIFAR Macmillan Multi-scale Human Program, CIFAR, Toronto, Ontario, Canada.
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26
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Alías-Segura S, Pazos F, Chagoyen M. Differential expression and co-expression reveal cell types relevant to genetic disorder phenotypes. Bioinformatics 2024; 40:btae646. [PMID: 39468724 PMCID: PMC11549017 DOI: 10.1093/bioinformatics/btae646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 10/22/2024] [Accepted: 10/25/2024] [Indexed: 10/30/2024] Open
Abstract
MOTIVATION Knowledge of the specific cell types affected by genetic alterations in rare diseases is crucial for advancing diagnostics and treatments. Despite significant progress, the cell types involved in the majority of rare disease manifestations remain largely unknown. In this study, we integrated scRNA-seq data from non-diseased samples with known genetic disorder genes and phenotypic information to predict the specific cell types disrupted by pathogenic mutations for 482 disease phenotypes. RESULTS We found significant phenotype-cell type associations focusing on differential expression and co-expression mechanisms. Our analysis revealed that 13% of the associations documented in the literature were captured through differential expression, while 42% were elucidated through co-expression analysis, also uncovering potential new associations. These findings underscore the critical role of cellular context in disease manifestation and highlight the potential of single-cell data for the development of cell-aware diagnostics and targeted therapies for rare diseases. AVAILABILITY AND IMPLEMENTATION All code generated in this work is available at https://github.com/SergioAlias/sc-coex.
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Affiliation(s)
- Sergio Alías-Segura
- Computational Systems Biology Group, Centro Nacional de Biotecnología (CNB-CSIC), Madrid, 28049, Spain
- Department of Molecular Biology and Biochemistry, Science Faculty, University of Málaga, Málaga, 29071, Spain
| | - Florencio Pazos
- Computational Systems Biology Group, Centro Nacional de Biotecnología (CNB-CSIC), Madrid, 28049, Spain
| | - Monica Chagoyen
- Computational Systems Biology Group, Centro Nacional de Biotecnología (CNB-CSIC), Madrid, 28049, Spain
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27
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Yang Y, Miao J, Du J, Xu S, Zhang K, Wu T, Tao C, Wang Y, Fang M, Yang S. Deficiency of SLC26A3 promotes jejunal barrier damage in metabolic disease-susceptible transgenic pigs. Int J Biol Macromol 2024; 281:136245. [PMID: 39368571 DOI: 10.1016/j.ijbiomac.2024.136245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 09/28/2024] [Accepted: 09/30/2024] [Indexed: 10/07/2024]
Abstract
Intestinal disorders are common in metabolic syndrome. However, their pathogenesis is still not fully understood. Pig and human intestines are highly similar in terms of associated metabolic processes. Here, we successfully constructed a metabolic disease-susceptible transgenic (TG) Bama pig model by knocking in three humanized disease risk genes with the CRISPR/Cas9 technique to assess its potential as a model for human intestinal diseases and explore the possible pathological mechanisms involved. We found that jejunal barrier integrity was disrupted and that the infiltration of inflammatory cells increased in TG pigs after high-fat and high-sucrose diet (HFHSD) treatment. We revealed significant differences in the transcriptome, associated microbiome profiles and microbial metabolite short-chain fatty acid (SCFA) content of the jejunum of TG pigs. Notably, we found that SLC26A3 was significantly downregulated in TG pigs. Knockdown or overexpression of the SLC26A3 gene in IPEC-J2 cells significantly affected the expression of MUC2, MUC13 and occludin. Furthermore, in vitro experiments further verified that CDX2 directly regulated the expression of SLC26A3. Mechanistically, CDX2 mediated intestinal barrier function by enhancing the expression of SLC26A3 by binding to its promoter region between -1120 and - 1070 bp. TG pigs represent a promising model that provides new insights into preclinical research on human intestinal metabolic diseases associated with metabolic disorders and revealed that SLC26A3 may be a potential therapeutic target for intestinal metabolic diseases.
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Affiliation(s)
- Yu Yang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China; Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Jiakun Miao
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Juan Du
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Shuang Xu
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Kaiyi Zhang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Tianwen Wu
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Cong Tao
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Yanfang Wang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Meiying Fang
- Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
| | - Shulin Yang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
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28
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Zhang C, Gou X, Lai G, Li K, Zhu X, Liu N, Kuang Y, Ren K, Xie Y, Xu Y, Zhong X, Xie B. Single-nucleus sequencing unveils heterogeneity in renal cell carcinomas microenvironment: Insights into pathogenic origins and treatment-responsive cellular subgroups. Cancer Lett 2024; 604:217259. [PMID: 39278398 DOI: 10.1016/j.canlet.2024.217259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/20/2024] [Accepted: 09/06/2024] [Indexed: 09/18/2024]
Abstract
BACKGROUND Different individuals with renal cell carcinoma (RCC) exhibit substantial heterogeneity in histomorphology, genetic alterations in the proteome, immune cell infiltration patterns, and clinical behavior. OBJECTIVES This study aims to use single-nucleus sequencing on ten samples (four normal, three clear cell renal cell carcinoma (ccRCC), and three chromophobe renal cell carcinoma (chRCC)) to uncover pathogenic origins and prognostic characteristics in patients with RCC. METHODS By using two algorithms, inferCNV and k-means, the study explores malignant cells and compares them with the normal group to reveal their origins. Furthermore, we explore the pathogenic factors at the gene level through Summary-data-based Mendelian Randomization and co-localization methods. Based on the relevant malignant markers, a total of 212 machine-learning combinations were compared to develop a prognostic signature with high precision and stability. Finally, the study correlates with clinical data to investigate which cell subtypes may impact patients' prognosis. RESULTS & CONCLUSION Two main origin tumor cells were identified: Proximal tubule cell B and Intercalated cell type A, which were highly differentiated in epithelial cells, and three gene loci were determined as potential pathogenic genes. The best malignant signature among the 212 prognostic models demonstrated high predictive power in ccRCC: (AUC: 0.920 (1-year), 0.920 (3-year) and 0.930 (5-year) in the training dataset; 0.756 (1-year), 0.828 (3-year), and 0.832 (5-year) in the testing dataset. In addition, we confirmed that LYVE1+ tissue-resident macrophage and TOX+ CD8 significantly impact the prognosis of ccRCC patients, while monocytes play a crucial role in the prognosis of chRCC patients.
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Affiliation(s)
- Cong Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
| | - Xin Gou
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuzhong District, Chongqing, 400016, China
| | - Guichuan Lai
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
| | - Kangjie Li
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
| | - Xin Zhu
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuzhong District, Chongqing, 400016, China
| | - Nian Liu
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuzhong District, Chongqing, 400016, China
| | - Youlin Kuang
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuzhong District, Chongqing, 400016, China
| | - Ke Ren
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuzhong District, Chongqing, 400016, China
| | - Yongpeng Xie
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuzhong District, Chongqing, 400016, China
| | - Yungang Xu
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China
| | - Xiaoni Zhong
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China.
| | - Biao Xie
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China.
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29
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Li S, Gong M. Drug targets for haemorrhoidal disease: proteome-wide Mendelian randomisation and colocalisation analyses. Gut 2024; 73:e31. [PMID: 38316540 DOI: 10.1136/gutjnl-2023-330967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 01/25/2024] [Indexed: 02/07/2024]
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30
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Fang H, Wang X, Wang Z, Ma X, Zhang L, Yang L. Modulation of PI3K/AKT/mTOR signaling pathway in the ovine liver and duodenum during early pregnancy. Domest Anim Endocrinol 2024; 89:106870. [PMID: 38954983 DOI: 10.1016/j.domaniend.2024.106870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Revised: 06/22/2024] [Accepted: 06/26/2024] [Indexed: 07/04/2024]
Abstract
The liver and intestine play a critical role in nutrient absorption, storage, and metabolism. The aim of this study was to evaluate expression pattern of phosphatidylinositol 3-kinase (PI3K)/AKT/mammalian target of the rapamycin (mTOR) signaling pathway that included PI3K, AKT1, mTOR, FoxO1, SREBP-1, PPARα, PTEN and FXR in the maternal liver and duodenum. Ovine livers and duodenums were sampled at day 16 of the estrous cycle, and at days 13, 16 and 25 of gestation, and RT-qPCR, western blot and immunohistochemistry analysis were used to detect mRNA and protein expression. The results showed that expression of PI3K, AKT1, p-mTOR, FoxO1, SREBP-1 and PTEN upregulated in the maternal liver, and PPARα upregulated in the duodenum. However, expression of FoxO1, SREBP-1 and PTEN in the duodenum downregulated during early pregnancy. In addition, expression levels of SREBP-1, PTEN and PPARα in the maternal liver, and PI3K in the duodenum peaked at day 13 of pregnancy. In addition, expression levels of PI3K, p-mTOR and FoxO1 in the liver, and AKT1 and p-mTOR in the duodenum peaked at day 16 of pregnancy. Nevertheless, expression levels of FXR both in the maternal liver duodenum downregulated at days 13 and 16 of pregnancy. In conclusion, early pregnancy regulated expression pattern of PI3K/AKT/mTOR signaling pathway in the ovine liver and duodenum in a pregnancy stage-specific and tissue-specific manner, which may be necessary for the adaptations in maternal hepatic nutrient metabolism and intestinal nutrient absorption early pregnancy.
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Affiliation(s)
- Hongxu Fang
- School of Life Sciences and Food Engineering, Hebei University of Engineering, No. 19 Taiji Road, Handan 056038, PR China
| | - Xinxin Wang
- School of Life Sciences and Food Engineering, Hebei University of Engineering, No. 19 Taiji Road, Handan 056038, PR China
| | - Zhongyue Wang
- School of Life Sciences and Food Engineering, Hebei University of Engineering, No. 19 Taiji Road, Handan 056038, PR China
| | - Xiaoxin Ma
- School of Life Sciences and Food Engineering, Hebei University of Engineering, No. 19 Taiji Road, Handan 056038, PR China
| | - Leying Zhang
- School of Life Sciences and Food Engineering, Hebei University of Engineering, No. 19 Taiji Road, Handan 056038, PR China
| | - Ling Yang
- School of Life Sciences and Food Engineering, Hebei University of Engineering, No. 19 Taiji Road, Handan 056038, PR China.
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31
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Shin JH, Park J, Lim J, Jeong J, Dinesh RK, Maher SE, Kim J, Park S, Hong JY, Wysolmerski J, Choi J, Bothwell ALM. Metastasis of colon cancer requires Dickkopf-2 to generate cancer cells with Paneth cell properties. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.12.589235. [PMID: 38659853 PMCID: PMC11042192 DOI: 10.1101/2024.04.12.589235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Metastasis is the leading cause of cancer-related mortality. Paneth cells provide stem cell niche factors in homeostatic conditions, but the underlying mechanisms of cancer stem cell niche development are unclear. Here we report that Dickkopf-2 (DKK2) is essential for the generation of cancer cells with Paneth cell properties during colon cancer metastasis. Splenic injection of Dkk2-knockout (KO) cancer organoids into C57BL/6 mice resulted in a significant reduction of liver metastases. Transcriptome analysis showed reduction of Paneth cell markers such as lysozymes in KO organoids. Single cell RNA sequencing analyses of murine metastasized colon cancer cells and patient samples identified the presence of lysozyme positive cells with Paneth cell properties including enhanced glycolysis. Further analyses of transcriptome and chromatin accessibility suggested Hepatocyte nuclear factor 4-alpha (HNF4A) as a downstream target of DKK2. Chromatin immunoprecipitation followed by sequencing analysis revealed that HNF4A binds to the promoter region of Sox9, a well-known transcription factor for Paneth cell differentiation. In the liver metastatic foci, DKK2 knockout rescued HNF4A protein levels followed by reduction of lysozyme positive cancer cells. Taken together, DKK2-mediated reduction of HNF4A protein promotes the generation of lysozyme positive cancer cells with Paneth cell properties in the metastasized colon cancers.
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Affiliation(s)
- Jae Hun Shin
- Integrative Science and Engineering Division, Underwood International College, Yonsei University, Incheon 21983, Korea
- Institute of Advanced Bio-Industry Convergence, Yonsei University, Seoul, Korea
| | - Jooyoung Park
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul 02841, Korea
| | - Jaechul Lim
- College of Veterinary Medicine, Seoul National University, Seoul 08826, Korea
| | - Jaekwang Jeong
- Internal Medicine, Yale University School of Medicine, New Haven, Connecticut 06520, U.S
| | - Ravi K. Dinesh
- Department of Pathology, Stanford University, Stanford, California 94305, U.S
| | - Stephen E. Maher
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut 06520, U.S
| | - Jeonghyun Kim
- Institute of Advanced Bio-Industry Convergence, Yonsei University, Seoul, Korea
| | - Soyeon Park
- Institute of Advanced Bio-Industry Convergence, Yonsei University, Seoul, Korea
| | - Jun Young Hong
- Department of Systems Biology, College of Life Science and Biotechnology, Yonsei University, Seoul, Korea
| | - John Wysolmerski
- Internal Medicine, Yale University School of Medicine, New Haven, Connecticut 06520, U.S
| | - Jungmin Choi
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul 02841, Korea
| | - Alfred L. M. Bothwell
- Dept. of Pathology, Microbiology and Immunology, University of Nebraska Medical Center, 505 S. 45 Street., Omaha, NE 68198, U.S
- Dept. of Immunobiology, Yale University School of Medicine, New Haven, Connecticut 06520, U.S
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32
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Ma X, Dawany N, Kondo A, Maurer K, Karakasheva T, Shraim R, Williams PA, Parham LR, Simon LA, Danan CH, Conrad MA, Piccoli DA, Devoto M, Sullivan KE, Kaestner KH, Kelsen JR, Hamilton KE. TNFSF13 insufficiency disrupts human colonic epithelial cell-mediated B cell differentiation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.23.614260. [PMID: 39386555 PMCID: PMC11463615 DOI: 10.1101/2024.09.23.614260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
Cytokines mediating epithelial and immune cell interactions modulate mucosal healing- a process that goes awry with chronic inflammation as in inflammatory bowel disease. TNFSF13 is a cytokine important for B cell maturation and function, but roles for epithelial TNFSF13 and putative contribution to inflammatory bowel disease are poorly understood. We evaluated functional consequences of a novel monoallelic TNFSF13 variant using biopsies, tissue-derived colonoids and induced pluripotent stem cell (iPSC)-derived colon organoids. TNFSF13 variant colonoids exhibited a >50% reduction in secreted TNFSF13, increased epithelial proliferation, and reduced apoptosis, which was confirmed in iPSC-derived colon organoids. Single cell RNA-sequencing, flow cytometry, and co-immunoprecipitation identified FAS as the predominant colonic epithelial receptor for TNFSF13. Imaging mass cytometry revealed an increase in epithelial-associated B cells in TNFSF13 variant colon tissue sections. Finally, TNFSF13 variant colonoids co-cultured with memory B cells demonstrated a reduction in the production of IgA+ plasma cells compared to control colonoid co-cultures. Our findings support a role for epithelial TNFSF13 as a regulator of colonic epithelial growth and epithelial crosstalk with B cells.
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Affiliation(s)
- Xianghui Ma
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Noor Dawany
- Department of Biomedical and Health Informatics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Ayano Kondo
- Department of Genetics and Center for Molecular Studies in Digestive and Liver Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, Philadelphia, PA, 19104, USA
| | - Kelly Maurer
- Division of Allergy Immunology, Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Tatiana Karakasheva
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Rawan Shraim
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
- Department of Biomedical and Health Informatics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Patrick A. Williams
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Louis R. Parham
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Lauren A. Simon
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Charles H. Danan
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Maire A. Conrad
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - David A. Piccoli
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Marcella Devoto
- Institute for Research in Genetics and Biomedicine, CNR, Cagliari, Italy, and Department of Translational and Precision Medicine, University Sapienza, Rome, Italy
| | - Kathleen E. Sullivan
- Division of Allergy Immunology, Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Klaus H. Kaestner
- Department of Genetics and Center for Molecular Studies in Digestive and Liver Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, Philadelphia, PA, 19104, USA
| | - Judith R. Kelsen
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
| | - Kathryn E. Hamilton
- Division of Gastroenterology, Hepatology, and Nutrition; Department of Pediatrics; Children’s Hospital of Philadelphia; Philadelphia, PA, 19104, USA
- Institute for Regenerative Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
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33
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Lee H, Yang S, Lee KJ, Kim SN, Jeong JS, Kim KY, Jung CR, Jeon S, Kwon D, Lee S, Lee H, Park C, Ahn SJ, Yoo J, Son MY. Standardization and quality assessment for human intestinal organoids. Front Cell Dev Biol 2024; 12:1383893. [PMID: 39329062 PMCID: PMC11424408 DOI: 10.3389/fcell.2024.1383893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 05/02/2024] [Indexed: 09/28/2024] Open
Abstract
To enhance the practical application of intestinal organoids, it is imperative to establish standardized guidelines. This proposed standardization outlines a comprehensive framework to ensure consistency and reliability in the development, characterization, and application of intestinal organoids. The recommended guidelines encompass crucial parameters, including culture conditions, critical quality attributes, quality control measures, and functional assessments, aimed at fostering a standardized approach across diverse research initiatives. The implementation of these guidelines is anticipated to significantly contribute to the reproducibility and comparability of results in the burgeoning field of intestinal organoid research.
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Affiliation(s)
- Hana Lee
- Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon, Republic of Korea
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
| | - Seunghye Yang
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- ORGANOIDSCIENCES, Seongnam-si, Republic of Korea
| | - Kyung Jin Lee
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- ORGANOIDSCIENCES, Seongnam-si, Republic of Korea
| | - Si-Na Kim
- ORGANOIDSCIENCES, Seongnam-si, Republic of Korea
| | - Ji-Seon Jeong
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- Korea Research Institute of Standards and Science (KRISS), Daejeon, Republic of Korea
| | - Ki Young Kim
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- Therapeutics and Biotechnology Division, Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
| | - Cho-Rok Jung
- Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon, Republic of Korea
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- KRIBB School of Bioscience, Korea University of Science and Technology (UST), Daejeon, Republic of Korea
| | - Sooyeon Jeon
- Digital Health Laboratory, Department of Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
| | - Dayeon Kwon
- Digital Health Laboratory, Department of Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
| | - Sungin Lee
- Digital Health Laboratory, Department of Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
| | - Hanbyeol Lee
- Digital Health Laboratory, Department of Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
| | - Chihye Park
- Digital Health Laboratory, Department of Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
| | - Sun-Ju Ahn
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- Digital Health Laboratory, Department of Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
| | - Jongman Yoo
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- ORGANOIDSCIENCES, Seongnam-si, Republic of Korea
- Department of Microbiology, CHA University School of Medicine, Seongnam-si, Republic of Korea
| | - Mi-Young Son
- Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon, Republic of Korea
- Organoid Standards Initiative (OSI), Department of Biophysics, Institute of Quantum Biophysics, Sungkyunkwan University, Suwon, Republic of Korea
- KRIBB School of Bioscience, Korea University of Science and Technology (UST), Daejeon, Republic of Korea
- Department of Biological Science, Sungkyunkwan University, Suwon, Republic of Korea
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Dora D, Szőcs E, Soós Á, Halasy V, Somodi C, Mihucz A, Rostás M, Mógor F, Lohinai Z, Nagy N. From bench to bedside: an interdisciplinary journey through the gut-lung axis with insights into lung cancer and immunotherapy. Front Immunol 2024; 15:1434804. [PMID: 39301033 PMCID: PMC11410641 DOI: 10.3389/fimmu.2024.1434804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 08/20/2024] [Indexed: 09/22/2024] Open
Abstract
This comprehensive review undertakes a multidisciplinary exploration of the gut-lung axis, from the foundational aspects of anatomy, embryology, and histology, through the functional dynamics of pathophysiology, to implications for clinical science. The gut-lung axis, a bidirectional communication pathway, is central to understanding the interconnectedness of the gastrointestinal- and respiratory systems, both of which share embryological origins and engage in a continuous immunological crosstalk to maintain homeostasis and defend against external noxa. An essential component of this axis is the mucosa-associated lymphoid tissue system (MALT), which orchestrates immune responses across these distant sites. The review delves into the role of the gut microbiome in modulating these interactions, highlighting how microbial dysbiosis and increased gut permeability ("leaky gut") can precipitate systemic inflammation and exacerbate respiratory conditions. Moreover, we thoroughly present the implication of the axis in oncological practice, particularly in lung cancer development and response to cancer immunotherapies. Our work seeks not only to synthesize current knowledge across the spectrum of science related to the gut-lung axis but also to inspire future interdisciplinary research that bridges gaps between basic science and clinical application. Our ultimate goal was to underscore the importance of a holistic understanding of the gut-lung axis, advocating for an integrated approach to unravel its complexities in human health and disease.
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Affiliation(s)
- David Dora
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
| | - Emőke Szőcs
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
| | - Ádám Soós
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
| | - Viktória Halasy
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
| | - Csenge Somodi
- Translational Medicine Institute, Semmelweis University, Budapest, Hungary
| | - Anna Mihucz
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
| | - Melinda Rostás
- Department of Biochemistry and Molecular Biology, University of Debrecen, Debrecen, Hungary
| | - Fruzsina Mógor
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
| | - Zoltan Lohinai
- Translational Medicine Institute, Semmelweis University, Budapest, Hungary
| | - Nándor Nagy
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
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35
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Bohley M, Leroux J. Gastrointestinal Permeation Enhancers Beyond Sodium Caprate and SNAC - What is Coming Next? ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2400843. [PMID: 38884149 PMCID: PMC11434117 DOI: 10.1002/advs.202400843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 03/13/2024] [Indexed: 06/18/2024]
Abstract
Oral peptide delivery is trending again. Among the possible reasons are the recent approvals of two oral peptide formulations, which represent a huge stride in the field. For the first time, gastrointestinal (GI) permeation enhancers (PEs) are leveraged to overcome the main limitation of oral peptide delivery-low permeability through the intestinal epithelium. Despite some success, the application of current PEs, such as salcaprozate sodium (SNAC), sodium caprylate (C8), and sodium caprate (C10), is generally resulting in relatively low oral bioavailabilities (BAs)-even for carefully selected therapeutics. With several hundred peptide-based drugs presently in the pipeline, there is a huge unmet need for more effective PEs. Aiming to provide useful insights for the development of novel PEs, this review summarizes the biological hurdles to oral peptide delivery with special emphasis on the epithelial barrier. It describes the concepts and action modes of PEs and mentions possible new targets. It further states the benchmark that is set by current PEs, while critically assessing and evaluating emerging PEs regarding translatability, safety, and efficacy. Additionally, examples of novel PEs under preclinical and clinical evaluation and future directions are discussed.
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Affiliation(s)
- Marilena Bohley
- Institute of Pharmaceutical SciencesDepartment of Chemistry and Applied BiosciencesETH ZurichZurich8093Switzerland
| | - Jean‐Christophe Leroux
- Institute of Pharmaceutical SciencesDepartment of Chemistry and Applied BiosciencesETH ZurichZurich8093Switzerland
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36
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Short SP, Brown RE, Chen Z, Pilat JM, McElligott BA, Meenderink LM, Bickart AC, Blunt KM, Jacobse J, Wang J, Simmons AJ, Xu Y, Yang Y, Parang B, Choksi YA, Goettel JA, Lau KS, Hiebert SW, Williams CS. MTGR1 is required to maintain small intestinal stem cell populations. Cell Death Differ 2024; 31:1170-1183. [PMID: 39048708 PMCID: PMC11369156 DOI: 10.1038/s41418-024-01346-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 07/03/2024] [Accepted: 07/10/2024] [Indexed: 07/27/2024] Open
Abstract
Undifferentiated intestinal stem cells (ISCs) are crucial for maintaining homeostasis and resolving injury. Lgr5+ cells in the crypt base constantly divide, pushing daughter cells upward along the crypt axis where they differentiate into specialized cell types. Coordinated execution of complex transcriptional programs is necessary to allow for the maintenance of undifferentiated stem cells while permitting differentiation of the wide array of intestinal cells necessary for homeostasis. Previously, members of the myeloid translocation gene (MTG) family have been identified as transcriptional co-repressors that regulate stem cell maintenance and differentiation programs in multiple organ systems, including the intestine. One MTG family member, myeloid translocation gene related 1 (MTGR1), has been recognized as a crucial regulator of secretory cell differentiation and response to injury. However, whether MTGR1 contributes to the function of ISCs has not yet been examined. Here, using Mtgr1-/- mice, we have assessed the effects of MTGR1 loss specifically in ISC biology. Interestingly, loss of MTGR1 increased the total number of cells expressing Lgr5, the canonical marker of cycling ISCs, suggesting higher overall stem cell numbers. However, expanded transcriptomic and functional analyses revealed deficiencies in Mtgr1-null ISCs, including deregulated ISC-associated transcriptional programs. Ex vivo, intestinal organoids established from Mtgr1-null mice were unable to survive and expand due to aberrant differentiation and loss of stem and proliferative cells. Together, these results indicate that the role of MTGR1 in intestinal differentiation is likely stem cell intrinsic and identify a novel role for MTGR1 in maintaining ISC function.
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Affiliation(s)
- Sarah P Short
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA
- Department of Internal Medicine, University of Iowa, Iowa City, IA, USA
| | - Rachel E Brown
- Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Zhengyi Chen
- Program in Chemical and Physical Biology, Vanderbilt University, Nashville, TN, USA
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jennifer M Pilat
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA
| | | | - Leslie M Meenderink
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Veterans Affairs Tennessee Valley Health Care System, Nashville, TN, 37232, USA
| | - Alexander C Bickart
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Koral M Blunt
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- The Ohio State University College of Medicine, Columbus, OH, USA
| | - Justin Jacobse
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Veterans Affairs Tennessee Valley Health Care System, Nashville, TN, 37232, USA
- Willem-Alexander Children's Hospital, Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jing Wang
- Department of Biostatistics, Vanderbilt University, Nashville, TN, USA
- Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alan J Simmons
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
| | - Yanwen Xu
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
| | - Yilin Yang
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
| | - Bobak Parang
- Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
| | - Yash A Choksi
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA
- Veterans Affairs Tennessee Valley Health Care System, Nashville, TN, 37232, USA
| | - Jeremy A Goettel
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ken S Lau
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
| | - Scott W Hiebert
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA
- Department of Biochemistry, Vanderbilt University, Nashville, TN, USA
| | - Christopher S Williams
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
- Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA.
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA.
- Veterans Affairs Tennessee Valley Health Care System, Nashville, TN, 37232, USA.
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Timmermans S, Wallaeys C, Garcia-Gonzalez N, Pollaris L, Saeys Y, Libert C. Identification and Characterization of Multiple Paneth Cell Types in the Mouse Small Intestine. Cells 2024; 13:1435. [PMID: 39273007 PMCID: PMC11394207 DOI: 10.3390/cells13171435] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 08/09/2024] [Accepted: 08/23/2024] [Indexed: 09/15/2024] Open
Abstract
The small intestinal crypts harbor secretory Paneth cells (PCs) which express bactericidal peptides that are crucial for maintaining intestinal homeostasis. Considering the diverse environmental conditions throughout the course of the small intestine, multiple subtypes of PCs are expected to exist. We applied single-cell RNA-sequencing of PCs combined with deep bulk RNA-sequencing on PC populations of different small intestinal locations and discovered several expression-based PC clusters. Some of these are discrete and resemble tuft cell-like PCs, goblet cell (GC)-like PCs, PCs expressing stem cell markers, and atypical PCs. Other clusters are less discrete but appear to be derived from different locations along the intestinal tract and have environment-dictated functions such as food digestion and antimicrobial peptide production. A comprehensive spatial analysis using Resolve Bioscience was conducted, leading to the identification of different PC's transcriptomic identities along the different compartments of the intestine, but not between PCs in the crypts themselves.
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Affiliation(s)
- Steven Timmermans
- VIB Center for Inflammation Research, 9052 Ghent, Belgium; (S.T.); (C.W.); (N.G.-G.); (L.P.); (Y.S.)
- Department of Biomedical Molecular Biology, Ghent University, 9052 Ghent, Belgium
| | - Charlotte Wallaeys
- VIB Center for Inflammation Research, 9052 Ghent, Belgium; (S.T.); (C.W.); (N.G.-G.); (L.P.); (Y.S.)
- Department of Biomedical Molecular Biology, Ghent University, 9052 Ghent, Belgium
| | - Natalia Garcia-Gonzalez
- VIB Center for Inflammation Research, 9052 Ghent, Belgium; (S.T.); (C.W.); (N.G.-G.); (L.P.); (Y.S.)
- Department of Biomedical Molecular Biology, Ghent University, 9052 Ghent, Belgium
| | - Lotte Pollaris
- VIB Center for Inflammation Research, 9052 Ghent, Belgium; (S.T.); (C.W.); (N.G.-G.); (L.P.); (Y.S.)
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, 9000 Ghent, Belgium
| | - Yvan Saeys
- VIB Center for Inflammation Research, 9052 Ghent, Belgium; (S.T.); (C.W.); (N.G.-G.); (L.P.); (Y.S.)
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, 9000 Ghent, Belgium
| | - Claude Libert
- VIB Center for Inflammation Research, 9052 Ghent, Belgium; (S.T.); (C.W.); (N.G.-G.); (L.P.); (Y.S.)
- Department of Biomedical Molecular Biology, Ghent University, 9052 Ghent, Belgium
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38
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Cieri N, Hookeri N, Stromhaug K, Li L, Keating J, Díaz-Fernández P, Gómez-García de Soria V, Stevens J, Kfuri-Rubens R, Shao Y, Kooshesh KA, Powell K, Ji H, Hernandez GM, Abelin J, Klaeger S, Forman C, Clauser KR, Sarkizova S, Braun DA, Penter L, Kim HT, Lane WJ, Oliveira G, Kean LS, Li S, Livak KJ, Carr SA, Keskin DB, Muñoz-Calleja C, Ho VT, Ritz J, Soiffer RJ, Neuberg D, Stewart C, Getz G, Wu CJ. Systematic identification of minor histocompatibility antigens predicts outcomes of allogeneic hematopoietic cell transplantation. Nat Biotechnol 2024:10.1038/s41587-024-02348-3. [PMID: 39169264 PMCID: PMC11912513 DOI: 10.1038/s41587-024-02348-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 07/02/2024] [Indexed: 08/23/2024]
Abstract
T cell alloreactivity against minor histocompatibility antigens (mHAgs)-polymorphic peptides resulting from donor-recipient (D-R) disparity at sites of genetic polymorphisms-is at the core of the therapeutic effect of allogeneic hematopoietic cell transplantation (allo-HCT). Despite the crucial role of mHAgs in graft-versus-leukemia (GvL) and graft-versus-host disease (GvHD) reactions, it remains challenging to consistently link patient-specific mHAg repertoires to clinical outcomes. Here we devise an analytic framework to systematically identify mHAgs, including their detection on HLA class I ligandomes and functional verification of their immunogenicity. The method relies on the integration of polymorphism detection by whole-exome sequencing of germline DNA from D-R pairs with organ-specific transcriptional- and proteome-level expression. Application of this pipeline to 220 HLA-matched allo-HCT D-R pairs demonstrated that total and organ-specific mHAg load could independently predict the occurrence of acute GvHD and chronic pulmonary GvHD, respectively, and defined promising GvL targets, confirmed in a validation cohort of 58 D-R pairs, for the prevention or treatment of post-transplant disease recurrence.
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Affiliation(s)
- Nicoletta Cieri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Nidhi Hookeri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kari Stromhaug
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Liang Li
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Julia Keating
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Paula Díaz-Fernández
- Department of Immunology, Instituto de Investigación Sanitaria Princesa (IIS-IP), Hospital Universitario de La Princesa, Madrid, Spain
| | - Valle Gómez-García de Soria
- Department of Hematology, Instituto de Investigación Sanitaria Princesa (IIS-IP), Hospital Universitario de La Princesa, Madrid, Spain
| | - Jonathan Stevens
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Raphael Kfuri-Rubens
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Yiren Shao
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Kaila Powell
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Helen Ji
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Gabrielle M Hernandez
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Jennifer Abelin
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Susan Klaeger
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Department of Proteomic and Genomic Technologies, Genentech Inc, South San Francisco, CA, USA
| | - Cleo Forman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Karl R Clauser
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Siranush Sarkizova
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - David A Braun
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Yale Cancer Center, Yale School of Medicine, New Haven, CT, USA
| | - Livius Penter
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Hematology, Oncology, and Tumorimmunology, Campus Virchow Klinikum, Berlin, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Haesook T Kim
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - William J Lane
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Giacomo Oliveira
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Leslie S Kean
- Harvard Medical School, Boston, MA, USA
- Division Hematology/Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Shuqiang Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Translational Immunogenomics Lab, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kenneth J Livak
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Translational Immunogenomics Lab, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Steven A Carr
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Derin B Keskin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Translational Immunogenomics Lab, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Computer Science, Metropolitan College, Boston University, Boston, MA, USA
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Cecilia Muñoz-Calleja
- Department of Immunology, Instituto de Investigación Sanitaria Princesa (IIS-IP), Hospital Universitario de La Princesa, Madrid, Spain
- Department of Medicine, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Vincent T Ho
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Jerome Ritz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Robert J Soiffer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Donna Neuberg
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Chip Stewart
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Gad Getz
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Catherine J Wu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.
- Harvard Medical School, Boston, MA, USA.
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
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39
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Wang Z, Wang P, Zhou Y, Zhuang S. Quercetin Supplementation Improves Intestinal Digestive and Absorptive Functions and Microbiota in Rats Fed Protein-Oxidized Soybean Meal: Transcriptomics and Microbiomics Insights. Animals (Basel) 2024; 14:2326. [PMID: 39199859 PMCID: PMC11350852 DOI: 10.3390/ani14162326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 08/01/2024] [Accepted: 08/10/2024] [Indexed: 09/01/2024] Open
Abstract
To clarify the nutritional mechanisms of quercetin mitigation in the digestive and absorptive functions in rats fed protein-oxidized soybean meal, 48 three-week-old male SD rats were randomly allocated into a 2 × 2 factorial design with two soybean meal types (fresh soybean meal or protein-oxidized soybean meal) and two quercetin levels (0 or 400 mg/kg) for a 28-day feeding trial. The protein-oxidized soybean meal treatment decreased (p < 0.05) the relative weights of the pancreas, stomach, and cecum, duodenal villus height, pancreatic and jejunal lipase activities, apparent ileal digestibility of amino acids, and apparent total tract digestibility of dry matter, crude protein, and ether extract. The supplementation of quercetin in the protein-oxidized soybean meal diet reversed (p < 0.05) the decreases in the duodenal length, ileal villus height, lipase activity, apparent ileal digestibility of amino acids, and apparent total tract digestibility of dry matter, crude protein, and ether extract. Transcriptomics revealed that the "alanine transport" and "lipid digestion and absorption" pathways were downregulated by the protein-oxidized soybean meal compared with fresh soybean meal, while the "basic amino acid transmembrane transporter activity" and "lipid digestion and absorption" pathways were upregulated by the quercetin supplementation. Microbiomics revealed that the protein-oxidized soybean meal increased the protein-degrading and inflammation-triggering bacteria in the cecum, while the relative abundances of beneficial bacteria were elevated by the quercetin supplementation.
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Affiliation(s)
| | | | | | - Su Zhuang
- College of Animal Science and Technology, Nanjing Agricultural University, No. 1 Weigang, Nanjing 210095, China; (Z.W.); (P.W.); (Y.Z.)
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40
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Qiao C, Huang Y. Reliable imputation of spatial transcriptomes with uncertainty estimation and spatial regularization. PATTERNS (NEW YORK, N.Y.) 2024; 5:101021. [PMID: 39233691 PMCID: PMC11368697 DOI: 10.1016/j.patter.2024.101021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 05/14/2024] [Accepted: 06/11/2024] [Indexed: 09/06/2024]
Abstract
Imputation of missing features in spatial transcriptomics is urgently needed due to technological limitations. However, most existing computational methods suffer from moderate accuracy and cannot estimate the reliability of the imputation. To fill this research gap, we introduce a computational model, TransImpute, that imputes the missing feature modality in spatial transcriptomics by mapping it from single-cell reference data. We derive a set of attributes that can accurately predict imputation uncertainty, enabling us to select reliably imputed genes. In addition, we introduce a spatial autocorrelation metric as a regularization to avoid overestimating spatial patterns. Multiple datasets from various platforms demonstrate that our approach significantly improves the reliability of downstream analyses in detecting spatial variable genes and interacting ligand-receptor pairs. Therefore, TransImpute offers a reliable approach to spatial analysis of missing features for both matched and unseen modalities, such as nascent RNAs.
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Affiliation(s)
- Chen Qiao
- School of Biomedical Sciences, University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Yuanhua Huang
- School of Biomedical Sciences, University of Hong Kong, Pokfulam, Hong Kong SAR, China
- Department of Statistics and Actuarial Science, University of Hong Kong, Pokfulam, Hong Kong SAR, China
- Center for Translational Stem Cell Biology, Hong Kong Science and Technology Park, Hong Kong SAR, China
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41
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Cui Y, Shi Q, Song P, Tong J, Cheng Z, Zhang H, Wang X, Zheng Y, Wu Y, Wan M, Li S, Zhao X, Tong Z, Yu Z, Gao S, Chen YG, Gao GF. Coxsackievirus A10 impairs nail regeneration and induces onychomadesis by mimicking DKK1 to attenuate Wnt signaling. J Exp Med 2024; 221:e20231512. [PMID: 38836810 PMCID: PMC11153773 DOI: 10.1084/jem.20231512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/28/2023] [Accepted: 05/08/2024] [Indexed: 06/06/2024] Open
Abstract
Coxsackievirus A10 (CV-A10) infection, a prominent cause of childhood hand-foot-and-mouth disease (HFMD), frequently manifests with the intriguing phenomenon of onychomadesis, characterized by nail shedding. However, the underlying mechanism is elusive. Here, we found that CV-A10 infection in mice could suppress Wnt/β-catenin signaling by restraining LDL receptor-related protein 6 (LRP6) phosphorylation and β-catenin accumulation and lead to onychomadesis. Mechanistically, CV-A10 mimics Dickkopf-related protein 1 (DKK1) to interact with Kringle-containing transmembrane protein 1 (KRM1), the CV-A10 cellular receptor. We further found that Wnt agonist (GSK3β inhibitor) CHIR99021 can restore nail stem cell differentiation and protect against nail shedding. These findings provide novel insights into the pathogenesis of CV-A10 and related viruses in onychomadesis and guide prognosis assessment and clinical treatment of the disease.
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Affiliation(s)
- Yingzi Cui
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, China
| | - Qiaoni Shi
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, China
| | - Pu Song
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Jianyu Tong
- Shanxi Academy of Advanced Research and Innovation, Taiyuan, China
| | - Zhimin Cheng
- Shanxi Academy of Advanced Research and Innovation, Taiyuan, China
| | - Hangchuan Zhang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Xiaodan Wang
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, China
| | - Yuxuan Zheng
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Yao Wu
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Meng Wan
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Shihua Li
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Xin Zhao
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Zhou Tong
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Zhengquan Yu
- Department of Nutrition and Health, State Key Laboratories for Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing, China
| | - Shan Gao
- Shanxi Academy of Advanced Research and Innovation, Taiyuan, China
- Zhongda Hospital, School of Life Sciences and Technology, Advanced Institute for Life and Health, Southeast University, Nanjing, China
| | - Ye-Guang Chen
- The State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, China
| | - George Fu Gao
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- Shanxi Academy of Advanced Research and Innovation, Taiyuan, China
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42
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Mitrofanova O, Nikolaev M, Xu Q, Broguiere N, Cubela I, Camp JG, Bscheider M, Lutolf MP. Bioengineered human colon organoids with in vivo-like cellular complexity and function. Cell Stem Cell 2024; 31:1175-1186.e7. [PMID: 38876106 DOI: 10.1016/j.stem.2024.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 03/19/2024] [Accepted: 05/20/2024] [Indexed: 06/16/2024]
Abstract
Organoids and organs-on-a-chip have emerged as powerful tools for modeling human gut physiology and disease in vitro. Although physiologically relevant, these systems often lack the environmental milieu, spatial organization, cell type diversity, and maturity necessary for mimicking human intestinal mucosa. To instead generate models closely resembling in vivo tissue, we herein integrated organoid and organ-on-a-chip technology to develop an advanced human organoid model, called "mini-colons." By employing an asymmetric stimulation with growth factors, we greatly enhanced tissue longevity and replicated in vivo-like diversity and patterning of proliferative and differentiated cell types. Mini-colons contain abundant mucus-producing goblet cells and, signifying mini-colon maturation, single-cell RNA sequencing reveals emerging mature and functional colonocytes. This methodology is expanded to generate microtissues from the small intestine and incorporate additional microenvironmental components. Finally, our bioengineered organoids provide a precise platform to systematically study human gut physiology and pathology, and a reliable preclinical model for drug safety assessment.
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Affiliation(s)
- Olga Mitrofanova
- Institute of Human Biology (IHB), Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel 4052, Switzerland
| | - Mikhail Nikolaev
- Institute of Human Biology (IHB), Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel 4052, Switzerland
| | - Quan Xu
- Institute of Human Biology (IHB), Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel 4052, Switzerland
| | - Nicolas Broguiere
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne 1015, Switzerland
| | - Irineja Cubela
- Institute of Human Biology (IHB), Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel 4052, Switzerland
| | - J Gray Camp
- Institute of Human Biology (IHB), Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel 4052, Switzerland
| | - Michael Bscheider
- Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel 4052, Switzerland
| | - Matthias P Lutolf
- Institute of Human Biology (IHB), Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel 4052, Switzerland; Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne 1015, Switzerland.
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43
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Nahon DM, Moerkens R, Aydogmus H, Lendemeijer B, Martínez-Silgado A, Stein JM, Dostanić M, Frimat JP, Gontan C, de Graaf MNS, Hu M, Kasi DG, Koch LS, Le KTT, Lim S, Middelkamp HHT, Mooiweer J, Motreuil-Ragot P, Niggl E, Pleguezuelos-Manzano C, Puschhof J, Revyn N, Rivera-Arbelaez JM, Slager J, Windt LM, Zakharova M, van Meer BJ, Orlova VV, de Vrij FMS, Withoff S, Mastrangeli M, van der Meer AD, Mummery CL. Standardizing designed and emergent quantitative features in microphysiological systems. Nat Biomed Eng 2024; 8:941-962. [PMID: 39187664 DOI: 10.1038/s41551-024-01236-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 04/06/2024] [Indexed: 08/28/2024]
Abstract
Microphysiological systems (MPSs) are cellular models that replicate aspects of organ and tissue functions in vitro. In contrast with conventional cell cultures, MPSs often provide physiological mechanical cues to cells, include fluid flow and can be interlinked (hence, they are often referred to as microfluidic tissue chips or organs-on-chips). Here, by means of examples of MPSs of the vascular system, intestine, brain and heart, we advocate for the development of standards that allow for comparisons of quantitative physiological features in MPSs and humans. Such standards should ensure that the in vivo relevance and predictive value of MPSs can be properly assessed as fit-for-purpose in specific applications, such as the assessment of drug toxicity, the identification of therapeutics or the understanding of human physiology or disease. Specifically, we distinguish designed features, which can be controlled via the design of the MPS, from emergent features, which describe cellular function, and propose methods for improving MPSs with readouts and sensors for the quantitative monitoring of complex physiology towards enabling wider end-user adoption and regulatory acceptance.
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Affiliation(s)
- Dennis M Nahon
- Leiden University Medical Center, Leiden, the Netherlands
| | - Renée Moerkens
- University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | | | - Bas Lendemeijer
- Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Adriana Martínez-Silgado
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
| | - Jeroen M Stein
- Leiden University Medical Center, Leiden, the Netherlands
| | | | | | - Cristina Gontan
- Erasmus University Medical Center, Rotterdam, the Netherlands
| | | | - Michel Hu
- Leiden University Medical Center, Leiden, the Netherlands
| | - Dhanesh G Kasi
- Leiden University Medical Center, Leiden, the Netherlands
| | - Lena S Koch
- University of Twente, Enschede, the Netherlands
| | - Kieu T T Le
- University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Sangho Lim
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
| | | | - Joram Mooiweer
- University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | | | - Eva Niggl
- Erasmus University Medical Center, Rotterdam, the Netherlands
| | | | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
| | - Nele Revyn
- Delft University of Technology, Delft, the Netherlands
| | | | - Jelle Slager
- University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Laura M Windt
- Leiden University Medical Center, Leiden, the Netherlands
| | | | | | | | | | - Sebo Withoff
- University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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Zheng ZJ, Zhang HY, Hu YL, Li Y, Wu ZH, Li ZP, Chen DR, Luo Y, Zhang XJ, Li C, Wang XY, Xu D, Qiu W, Li HP, Liao XP, Ren H, Sun J. Sleep Deprivation Induces Gut Damage via Ferroptosis. J Pineal Res 2024; 76:e12987. [PMID: 38975671 DOI: 10.1111/jpi.12987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 06/17/2024] [Accepted: 06/25/2024] [Indexed: 07/09/2024]
Abstract
Sleep deprivation (SD) has been associated with a plethora of severe pathophysiological syndromes, including gut damage, which recently has been elucidated as an outcome of the accumulation of reactive oxygen species (ROS). However, the spatiotemporal analysis conducted in this study has intriguingly shown that specific events cause harmful damage to the gut, particularly to goblet cells, before the accumulation of lethal ROS. Transcriptomic and metabolomic analyses have identified significant enrichment of metabolites related to ferroptosis in mice suffering from SD. Further analysis revealed that melatonin could rescue the ferroptotic damage in mice by suppressing lipid peroxidation associated with ALOX15 signaling. ALOX15 knockout protected the mice from the serious damage caused by SD-associated ferroptosis. These findings suggest that melatonin and ferroptosis could be targets to prevent devastating gut damage in animals exposed to SD. To sum up, this study is the first report that proposes a noncanonical modulation in SD-induced gut damage via ferroptosis with a clearly elucidated mechanism and highlights the active role of melatonin as a potential target to maximally sustain the state during SD.
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Affiliation(s)
- Zi-Jian Zheng
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Hai-Yi Zhang
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Ya-Lin Hu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Yan Li
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Zhi-Hong Wu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Zhi-Peng Li
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Dong-Rui Chen
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Yang Luo
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Xiao-Jing Zhang
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Cang Li
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Xiao-Yu Wang
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Dan Xu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Wei Qiu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | | | - Xiao-Ping Liao
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Hao Ren
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Jian Sun
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
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Cao Z, Lei L, Zhou Z, Xu S, Wang L, Gong W, Zhang Q, Pan B, Zhang G, Yuan Q, Cui L, Zheng M, Xu T, Wang Y, Zhang S, Liu P. Apolipoprotein A-IV and its derived peptide, T55-121, improve glycemic control and increase energy expenditure. LIFE METABOLISM 2024; 3:loae010. [PMID: 39872504 PMCID: PMC11748984 DOI: 10.1093/lifemeta/loae010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 03/07/2024] [Accepted: 03/13/2024] [Indexed: 01/30/2025]
Abstract
It is crucial to understand the glucose control within our bodies. Bariatric/metabolic surgeries, including laparoscopic sleeve gastrectomy (LSG) and Roux-en-Y gastric bypass (RYGB), provide an avenue for exploring the potential key factors involved in maintaining glucose homeostasis since these surgeries have shown promising results in improving glycemic control among patients with severe type 2 diabetes (T2D). For the first time, a markedly altered population of serum proteins in patients after LSG was discovered and analyzed through proteomics. Apolipoprotein A-IV (apoA-IV) was revealed to be increased dramatically in diabetic obese patients following LSG, and a similar effect was observed in patients after RYGB surgery. Moreover, recombinant apoA-IV protein treatment was proven to enhance insulin secretion in isolated human islets. These results showed that apoA-IV may play a crucial role in glycemic control in humans, potentially through enhancing insulin secretion in human islets. ApoA-IV was further shown to enhance energy expenditure and improve glucose tolerance in diabetic rodents, through stimulating glucose-dependent insulin secretion in pancreatic β cells, partially via Gαs-coupled GPCR/cAMP (G protein-coupled receptor/cyclic adenosine monophosphate) signaling. Furthermore, T55-121, truncated peptide 55-121 of apoA-IV, was discovered to mediate the function of apoA-IV. These collective findings contribute to our understanding of the relationship between apoA-IV and glycemic control, highlighting its potential as a biomarker or therapeutic target in managing and improving glucose regulation.
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Affiliation(s)
- Zhen Cao
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lei Lei
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- The State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China
| | - Ziyun Zhou
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette 4362, Luxembourg
| | - Shimeng Xu
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Linlin Wang
- Guangzhou Regenerative Medicine and Health Guangdong Laboratory (Bioland Laboratory), Guangzhou, Guangdong 510005, China
| | - Weikang Gong
- Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore
| | - Qi Zhang
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Bin Pan
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Gaoxin Zhang
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Quan Yuan
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Liujuan Cui
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Min Zheng
- The State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China
| | - Tao Xu
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Guangzhou Regenerative Medicine and Health Guangdong Laboratory (Bioland Laboratory), Guangzhou, Guangdong 510005, China
| | - You Wang
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Shuyan Zhang
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
- Beijing Institute of Infectious Diseases, Beijing 100015, China
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Beijing 100015, China
| | - Pingsheng Liu
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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46
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Xiang Y, Sun J, Ma G, Dai X, Meng Y, Fu C, Zhang Y, Zhao Q, Li J, Zhang S, Zheng Z, Li X, Fu L, Li K, Qi X. Integrating Multi-Omics Data to Identify Key Functional Variants Affecting Feed Efficiency in Large White Boars. Genes (Basel) 2024; 15:980. [PMID: 39202341 PMCID: PMC11353296 DOI: 10.3390/genes15080980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 07/22/2024] [Accepted: 07/23/2024] [Indexed: 09/03/2024] Open
Abstract
Optimizing feed efficiency through the feed conversion ratio (FCR) is paramount for economic viability and sustainability. In this study, we integrated RNA-seq, ATAC-seq, and genome-wide association study (GWAS) data to investigate key functional variants associated with feed efficiency in pigs. Identification of differentially expressed genes in the duodenal and muscle tissues of low- and high-FCR pigs revealed that pathways related to digestion of dietary carbohydrate are responsible for differences in feed efficiency between individuals. Differential open chromatin regions identified by ATAC-seq were linked to genes involved in glycolytic and fatty acid processes. GWAS identified 211 significant single-nucleotide polymorphisms associated with feed efficiency traits, with candidate genes PPP1R14C, TH, and CTSD. Integration of duodenal ATAC-seq data and GWAS data identified six key functional variants, particularly in the 1500985-1509676 region on chromosome 2. In those regions, CTSD was found to be highly expressed in the duodenal tissues of pigs with a high feed conversion ratio, suggesting its role as a potential target gene. Overall, the integration of multi-omics data provided insights into the genetic basis of feed efficiency, offering valuable information for breeding more efficient pig breeds.
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Affiliation(s)
- Yue Xiang
- Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-Omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China; (Y.X.); (Y.M.); (J.L.); (S.Z.); (K.L.)
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Jiahui Sun
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Guojian Ma
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Xueting Dai
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Yuan Meng
- Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-Omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China; (Y.X.); (Y.M.); (J.L.); (S.Z.); (K.L.)
| | - Chong Fu
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Yan Zhang
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Qiulin Zhao
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Jingjin Li
- Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-Omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China; (Y.X.); (Y.M.); (J.L.); (S.Z.); (K.L.)
| | - Saixian Zhang
- Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-Omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China; (Y.X.); (Y.M.); (J.L.); (S.Z.); (K.L.)
| | - Zhuqing Zheng
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Xinyun Li
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Liangliang Fu
- Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education and Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; (J.S.); (G.M.); (X.D.); (C.F.); (Y.Z.); (Q.Z.); (Z.Z.); (X.L.); (L.F.)
| | - Kui Li
- Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-Omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China; (Y.X.); (Y.M.); (J.L.); (S.Z.); (K.L.)
| | - Xiaolong Qi
- Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-Omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China; (Y.X.); (Y.M.); (J.L.); (S.Z.); (K.L.)
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Moerkens R, Mooiweer J, Ramírez-Sánchez AD, Oelen R, Franke L, Wijmenga C, Barrett RJ, Jonkers IH, Withoff S. An iPSC-derived small intestine-on-chip with self-organizing epithelial, mesenchymal, and neural cells. Cell Rep 2024; 43:114247. [PMID: 38907996 DOI: 10.1016/j.celrep.2024.114247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/10/2024] [Accepted: 05/02/2024] [Indexed: 06/24/2024] Open
Abstract
Human induced pluripotent stem cell (hiPSC)-derived intestinal organoids are valuable tools for researching developmental biology and personalized therapies, but their closed topology and relative immature state limit applications. Here, we use organ-on-chip technology to develop a hiPSC-derived intestinal barrier with apical and basolateral access in a more physiological in vitro microenvironment. To replicate growth factor gradients along the crypt-villus axis, we locally expose the cells to expansion and differentiation media. In these conditions, intestinal epithelial cells self-organize into villus-like folds with physiological barrier integrity, and myofibroblasts and neurons emerge and form a subepithelial tissue in the bottom channel. The growth factor gradients efficiently balance dividing and mature cell types and induce an intestinal epithelial composition, including absorptive and secretory lineages, resembling the composition of the human small intestine. This well-characterized hiPSC-derived intestine-on-chip system can facilitate personalized studies on physiological processes and therapy development in the human small intestine.
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Affiliation(s)
- Renée Moerkens
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands
| | - Joram Mooiweer
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands
| | - Aarón D Ramírez-Sánchez
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands
| | - Roy Oelen
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Lude Franke
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Cisca Wijmenga
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands
| | - Robert J Barrett
- Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Iris H Jonkers
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands
| | - Sebo Withoff
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, the Netherlands.
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48
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Baidoo N, Sanger GJ. The human colon: Evidence for degenerative changes during aging and the physiological consequences. Neurogastroenterol Motil 2024:e14848. [PMID: 38887160 DOI: 10.1111/nmo.14848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 04/16/2024] [Accepted: 06/05/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND The incidence of constipation increases among the elderly (>65 years), while abdominal pain decreases. Causes include changes in lifestyle (e.g., diet and reduced exercise), disease and medications affecting gastrointestinal functions. Degenerative changes may also occur within the colo-rectum. However, most evidence is from rodents, animals with relatively high rates of metabolism and accelerated aging, with considerable variation in time course. In humans, cellular and non-cellular changes in the aging intestine are poorly investigated. PURPOSE To examine all available studies which reported the effects of aging on cellular and tissue functions of human isolated colon, noting the region studied, sex and age of tissue donors and study size. The focus on human colon reflects the ability to access full-thickness tissue over a wide age range, compared with other gastrointestinal regions. Details are important because of natural human variability. We found age-related changes within the muscle, in the enteric and nociceptor innervation, and in the submucosa. Some involve all regions of colon, but the ascending colon appears more vulnerable. Changes can be cell- and sublayer-dependent. Mechanisms are unclear but may include development of "senescent-like" and associated inflammaging, perhaps associated with increased mucosal permeability to harmful luminal contents. In summary, reduced nociceptor innervation can explain diminished abdominal pain among the elderly. Degenerative changes within the colon wall may have little impact on symptoms and colonic functions, because of high "functional reserve," but are likely to facilitate the development of constipation during age-related challenges (e.g., lifestyle, disease, and medications), now operating against a reduced functional reserve.
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Affiliation(s)
- Nicholas Baidoo
- School of Life Sciences, University of Westminster, London, UK
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Gareth J Sanger
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
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49
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Jia Y, Ma P, Yao Q. CellMarkerPipe: cell marker identification and evaluation pipeline in single cell transcriptomes. Sci Rep 2024; 14:13151. [PMID: 38849445 PMCID: PMC11161599 DOI: 10.1038/s41598-024-63492-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 05/29/2024] [Indexed: 06/09/2024] Open
Abstract
Assessing marker genes from all cell clusters can be time-consuming and lack systematic strategy. Streamlining this process through a unified computational platform that automates identification and benchmarking will greatly enhance efficiency and ensure a fair evaluation. We therefore developed a novel computational platform, cellMarkerPipe ( https://github.com/yao-laboratory/cellMarkerPipe ), for automated cell-type specific marker gene identification from scRNA-seq data, coupled with comprehensive evaluation schema. CellMarkerPipe adaptively wraps around a collection of commonly used and state-of-the-art tools, including Seurat, COSG, SC3, SCMarker, COMET, and scGeneFit. From rigorously testing across diverse samples, we ascertain SCMarker's overall reliable performance in single marker gene selection, with COSG showing commendable speed and comparable efficacy. Furthermore, we demonstrate the pivotal role of our approach in real-world medical datasets. This general and opensource pipeline stands as a significant advancement in streamlining cell marker gene identification and evaluation, fitting broad applications in the field of cellular biology and medical research.
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Affiliation(s)
- Yinglu Jia
- School of Computing, University of Nebraska Lincoln, 256 Avery Hall, Lincoln, NE, 68588, USA
- Department of Chemistry, University of Nebraska Lincoln, Hamilton Hall, Lincoln, NE, 68588, USA
| | - Pengchong Ma
- School of Computing, University of Nebraska Lincoln, 256 Avery Hall, Lincoln, NE, 68588, USA
| | - Qiuming Yao
- School of Computing, University of Nebraska Lincoln, 256 Avery Hall, Lincoln, NE, 68588, USA.
- Nebraska Center for the Prevention of Obesity Diseases, 316C Leverton Hall, Lincoln, NE, 68583, USA.
- Nebraska Center for Virology, University of Nebraska, 4240 Fair St., Lincoln, NE, 68583, USA.
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50
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Choi EK, Rajendiran TM, Soni T, Park JH, Aring L, Muraleedharan CK, Garcia-Hernandez V, Kamada N, Samuelson LC, Nusrat A, Iwase S, Seo YA. The manganese transporter SLC39A8 links alkaline ceramidase 1 to inflammatory bowel disease. Nat Commun 2024; 15:4775. [PMID: 38839750 PMCID: PMC11153611 DOI: 10.1038/s41467-024-49049-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 05/17/2024] [Indexed: 06/07/2024] Open
Abstract
The metal ion transporter SLC39A8 is associated with physiological traits and diseases, including blood manganese (Mn) levels and inflammatory bowel diseases (IBD). The mechanisms by which SLC39A8 controls Mn homeostasis and epithelial integrity remain elusive. Here, we generate Slc39a8 intestinal epithelial cell-specific-knockout (Slc39a8-IEC KO) mice, which display markedly decreased Mn levels in blood and most organs. Radiotracer studies reveal impaired intestinal absorption of dietary Mn in Slc39a8-IEC KO mice. SLC39A8 is localized to the apical membrane and mediates 54Mn uptake in intestinal organoid monolayer cultures. Unbiased transcriptomic analysis identifies alkaline ceramidase 1 (ACER1), a key enzyme in sphingolipid metabolism, as a potential therapeutic target for SLC39A8-associated IBDs. Importantly, treatment with an ACER1 inhibitor attenuates colitis in Slc39a8-IEC KO mice by remedying barrier dysfunction. Our results highlight the essential roles of SLC39A8 in intestinal Mn absorption and epithelial integrity and offer a therapeutic target for IBD associated with impaired Mn homeostasis.
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Affiliation(s)
- Eun-Kyung Choi
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Thekkelnaycke M Rajendiran
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Michigan Regional Comprehensive Metabolomics Resource Core, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Tanu Soni
- Michigan Regional Comprehensive Metabolomics Resource Core, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Jin-Ho Park
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Luisa Aring
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | | | | | - Nobuhiko Kamada
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Linda C Samuelson
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Asma Nusrat
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Shigeki Iwase
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Young Ah Seo
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA.
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