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Wang J, Gong P, Liu Q, Wang M, Wu D, Li M, Zheng S, Wang H, Long Q. Stimulation of regulatory dendritic cells suppresses cytotoxic T cell function and alleviates DEN-induced liver injury, fibrosis and hepatocellular carcinoma. Front Immunol 2025; 16:1565486. [PMID: 40264769 PMCID: PMC12011597 DOI: 10.3389/fimmu.2025.1565486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Accepted: 03/06/2025] [Indexed: 04/24/2025] Open
Abstract
Background Dendritic cells (DCs) are versatile professional antigen-presenting cells and play an instrumental role in the generation of antigen-specific T-cell responses. Modulation of DC function holds promise as an effective strategy to improve anti-tumor immunotherapy efficacy and enhance self-antigen tolerance in autoimmune diseases. Methods Wild-type (WT) and TLR2 knockout (KO) mice at 2 weeks of age were injected intraperitoneally (i.p.) with a single dose of diethylnitrosamine (DEN) to induce hepatocellular carcinoma (HCC). Four weeks later, WT and KO mice were randomly divided into control and treatment groups and treated once every two days for 30 weeks with phosphate buffered saline (PBS) and a mix of 4 TLR2-activating lactic acid-producing probiotics (LAP), respectively. Mice were euthanized after 30 weeks of LAP treatment and their liver tissues were collected for gene expression, histological, flow cytometric and single-cell RNA sequencing analyses. Results We demonstrate here that oral administration of a mix of TLR2-activating LAP triggers a marked accumulation of regulatory DCs (rDCs) in the liver of mice. LAP-treated mice are protected from DEN-induced liver injury, fibrosis and HCC in a TLR2-dependent manner. Single-cell transcriptome profiling revealed that LAP treatment determines an immunosuppressive hepatic T-cell program that is characterized by a significantly reduced cytotoxic activity. The observed functional changes of T cells correlated well with the presence of a hepatic DC subset displaying a regulatory or tolerogenic transcriptional signature. Conclusion Overall, these data suggest that stimulation of regulatory dendritic cells (rDCs) in the liver by LAP suppresses cytotoxic T-cell function and alleviates DEN-induced liver damage, fibrosis and tumorigenesis.
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Affiliation(s)
- Junjie Wang
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Pixu Gong
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Qingqing Liu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Menglei Wang
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Dengfang Wu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Mengyu Li
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Shujie Zheng
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Han Wang
- Center for Circadian Clocks, Soochow University, Suzhou, Jiangsu, China
- School of Basic Medical Sciences, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Qiaoming Long
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Cam-Su Mouse Genomic Resources Center, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
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Hill JH, Bell R, Barrios L, Baird H, Ost K, Greenewood M, Monts JK, Tracy E, Meili CH, Chiaro TR, Weis AM, Guillemin K, Beaudin AE, Murtaugh LC, Stephens WZ, Round JL. Neonatal fungi promote lifelong metabolic health through macrophage-dependent β cell development. Science 2025; 387:eadn0953. [PMID: 40048508 PMCID: PMC12036834 DOI: 10.1126/science.adn0953] [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: 11/21/2023] [Accepted: 11/19/2024] [Indexed: 03/14/2025]
Abstract
Loss of early-life microbial diversity is correlated with diabetes, yet mechanisms by which microbes influence disease remain elusive. We report a critical neonatal window in mice when microbiota disruption results in lifelong metabolic consequences stemming from reduced β cell development. We show evidence for the existence of a similar program in humans and identify specific fungi and bacteria that are sufficient for β cell growth. The microbiota also plays an important role in seeding islet-resident macrophages, and macrophage depletion during development reduces β cells. Candida dubliniensis increases β cells in a macrophage-dependent manner through distinctive cell wall composition and reduces murine diabetes incidence. Provision of C. dubliniensis after β cell ablation or antibiotic treatment improves β cell function. These data identify fungi as critical early-life commensals that promote long-term metabolic health.
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Affiliation(s)
- Jennifer Hampton Hill
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Rickesha Bell
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Logan Barrios
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Halli Baird
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Kyla Ost
- Department of Immunology and Microbiology, University of Colorado Anschutz School of Medicine, Aurora, CO, USA
| | - Morgan Greenewood
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Josh K. Monts
- HSC Flow Cytometry Core, University of Utah, Salt Lake City, UT, USA
| | - Erin Tracy
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Casey H. Meili
- Department of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT, USA
| | - Tyson R. Chiaro
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Allison M. Weis
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - Karen Guillemin
- Institute of Molecular Biology, University of Oregon, Eugene, OR, USA
- Humans and the Microbiome Program, Canadian Institute for Advanced Research, Toronto, Ontario, Canada
| | - Anna E. Beaudin
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Hematology and Hematologic Malignancies, and Program in Molecular Medicine, University of Utah, Salt Lake City, UT, USA
| | | | - W. Zac Stephens
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
| | - June L. Round
- Department of Pathology, Division of Microbiology and Immunology, University of Utah, Salt Lake City, UT, USA
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Yabaji SM, Lata S, Tseng AE, Araveti PB, Lo M, Gavrish I, O’Connell AK, Gertje HP, Belkina AC, Thurman CE, Kiyokawa H, Kotton D, Tan S, Endsley JJ, Bishai WR, Crossland N, Kobzik L, Kramnik I. Aberrant macrophage activation and maladaptive lung repair promote tuberculosis progression uniquely in the lung. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2023.10.17.562695. [PMID: 40093068 PMCID: PMC11908135 DOI: 10.1101/2023.10.17.562695] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Pulmonary tuberculosis (PTB) represents 85% of the disease burden caused by Mycobacterium tuberculosis (Mtb) and promotes aerosol transmission infecting about a quarter of people globally. Most Mtb infections are effectively limited within primary granulomatous lesions. Containment failures lead to hematogenous spread and the formation of post-primary destructive PTB lesions. Factors that favor Mtb survival and replication in the lungs after hematogenous spread despite systemic immunity represent appealing targets for host-directed TB therapies, but are currently unknown. We developed a novel mouse model that mimics progression of chronic post-primary PTB in humans: wherein PTB lesions form after hematogenous spread from a remote primary lesion in immunocompetent but TB-susceptible B6.Sst1S mice. The B6.Sst1S mice developed PTB lesions featuring granulomatous pneumonia, bronchogenic expansion and broncho-occlusion closely resembling post-primary PTB in humans. Using spatial transcriptomic and fluorescent multiplexed immunochemistry, we demonstrated the expansion of myeloid cell populations with the appearance of alternatively activated macrophages, dissolution of initial lymphoid follicles, and accumulation of de-differentiated lung epithelial cells in the advanced PTB lesions. To determine whether lung parenchymal cells or lung oxygenation were necessary for the pulmonary TB progression, we implanted lung and spleen fragments subcutaneously to serve as potential targets for hematogenous spread. The lung (but not spleen) implants displayed characteristic organized granulomas with necrosis and Mtb replication demonstrating that deleterious interactions of aberrantly activated macrophages with the inflammation-injured lung resident cells, and possibly hypoxia, not oxygenation, are critical determinants of PTB progression in immunocompetent hosts. Necrotic TB lesions also developed in subcutaneous implants of human lung tissue in mice with human immune system after respiratory infection. These animal models may serve to further dissect the lung-specific mechanisms of host susceptibility to virulent Mtb and for testing therapeutic interventions targeting these mechanisms.
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Affiliation(s)
- Shivraj M. Yabaji
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | - Suruchi Lata
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | - Anna E. Tseng
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | | | - Ming Lo
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | - Igor Gavrish
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | - Aoife K O’Connell
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | - Hans P Gertje
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | - Anna C. Belkina
- The Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118
- Flow Cytometry Core Facility, Boston University School of Medicine, Boston, MA, USA
| | - Colleen E Thurman
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
| | - Hirofumi Kiyokawa
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, MA 02118, USA; The Pulmonary Center and Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Darrell Kotton
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, MA 02118, USA; The Pulmonary Center and Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Shumin Tan
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, MA
| | - Janice J. Endsley
- Departments of Microbiology & Immunology and Pathology, The University of Texas Medical Branch, Galveston, TX 77555, USA
| | - William R Bishai
- Center for Tuberculosis Research School of Medicine, John Hopkins University Baltimore, Maryland
| | - Nicholas Crossland
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
- The Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118
| | | | - Igor Kramnik
- The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University
- Pulmonary Center, The Department of Medicine, Boston University Chobanian & Aveedisian School of Medicine
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Zhang B, Wu Y, Wang Z, Gao S, Liu H, Lin Y, Yu P. Unveiling macrophage dynamics and efferocytosis-related targets in diabetic kidney disease: insights from single-cell and bulk RNA-sequencing. Front Immunol 2025; 16:1521554. [PMID: 40046045 PMCID: PMC11879818 DOI: 10.3389/fimmu.2025.1521554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2024] [Accepted: 01/28/2025] [Indexed: 05/13/2025] Open
Abstract
Background Chronic inflammation and immune imbalance mediated by macrophages are considered pivotal in diabetic kidney disease (DKD). The study aims to clarify the macrophage heterogeneity and phenotype dynamics, and pinpoint critical targets within efferocytosis in DKD. Methods Utilizing early human DKD sequencing data, we computed the potential communication between leukocytes and renal intrinsic cells. Subsequently, we scrutinized the single-cell RNA sequencing (scRNA-seq) data from CD45-enriched immune cells, concentrating on the macrophage subsets in DKD. Pseudotime trajectory analysis was conducted to explore cell development. Differential expression genes (DEGs) from macrophage subgroups and bulk RNA-sequencing were used to identify shared hub genes. The NephroseqV5 platform was employed to evaluate the clinical significance, and the expression of key molecules was validated in DKD tissues. Results Macrophage infiltration rose in DKD, causing inflammation through the release of chemokines. As time progressed, the number of resident macrophages substantially dropped, with diminishing M1-like and increasing M2-like phenotypes relative to early stages. Further analysis pointed to the most enrichment of macrophage function is the phagosome. We overlapped the DEGs with efferocytosis-related genes and identified key genes, including CD36, ITGAM, and CX3CR1, which exhibited significant correlations with macrophages and T cells. The Nephroseq database revealed that they are associated with proteinuria and renal function. Consistent with the validation set, in vivo experiments verified elevated expression levels of key molecules. Conclusions In essence, our research elucidated the dynamics in macrophage subtype transitions. It emphasized three pivotal genes as critical modulators of macrophage efferocytosis in DKD, indicating their potential as innovative biomarkers and therapeutic targets.
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Affiliation(s)
- Binshan Zhang
- National Health Commission (NHC) Key Lab of Hormones and Development and Tianjin Key Lab of Metabolic Diseases, Tianjin Medical University Chu Hsien-I Memorial Hospital & Institute of Endocrinology, Tianjin, China
| | - Yunqi Wu
- National Health Commission (NHC) Key Lab of Hormones and Development and Tianjin Key Lab of Metabolic Diseases, Tianjin Medical University Chu Hsien-I Memorial Hospital & Institute of Endocrinology, Tianjin, China
| | - Zhongli Wang
- National Health Commission (NHC) Key Lab of Hormones and Development and Tianjin Key Lab of Metabolic Diseases, Tianjin Medical University Chu Hsien-I Memorial Hospital & Institute of Endocrinology, Tianjin, China
| | - Suhua Gao
- National Health Commission (NHC) Key Lab of Hormones and Development and Tianjin Key Lab of Metabolic Diseases, Tianjin Medical University Chu Hsien-I Memorial Hospital & Institute of Endocrinology, Tianjin, China
| | - Hongyan Liu
- National Health Commission (NHC) Key Lab of Hormones and Development and Tianjin Key Lab of Metabolic Diseases, Tianjin Medical University Chu Hsien-I Memorial Hospital & Institute of Endocrinology, Tianjin, China
| | - Yao Lin
- National Health Commission (NHC) Key Lab of Hormones and Development and Tianjin Key Lab of Metabolic Diseases, Tianjin Medical University Chu Hsien-I Memorial Hospital & Institute of Endocrinology, Tianjin, China
| | - Pei Yu
- National Health Commission (NHC) Key Lab of Hormones and Development and Tianjin Key Lab of Metabolic Diseases, Tianjin Medical University Chu Hsien-I Memorial Hospital & Institute of Endocrinology, Tianjin, China
- Department of Nephrology & Blood Purification Center, The Second Hospital of Tianjin Medical University, Tianjin, China
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Pongma C, Keawvilai P, Boonmee A, Wongprom B, Pattarakankul T, Sittplangkoon C, Alameh MG, Kueanjinda P, Heyes J, Lam K, Saechue B, Ruxrungtham K, Palaga T. Effect of mRNA formulated with lipid nanoparticles on the transcriptomic and epigenetic profiles of F4/80 + liver-associated macrophages. Sci Rep 2025; 15:1146. [PMID: 39774150 PMCID: PMC11706949 DOI: 10.1038/s41598-025-85234-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 01/01/2025] [Indexed: 01/30/2025] Open
Abstract
Delivery of an mRNA formulated with lipid nanoparticles (LNPs) induces robust humoral and cell-mediated branches of the immune response. Depending on the LNP formula, mRNA encoding proteins can be detected in the liver upon intramuscular administration of mRNA/LNP in mice. This study investigated the impact of mRNA/LNP administration on liver-associated macrophages at the transcriptomic and epigenetic levels in a mouse model. An mRNA encoding ovalbumin (OVA) formulated with LNPs, was administered intramuscularly, and a robust OVA-specific antibody was detected in the serum on Day 7. F4/80+ liver-associated macrophages were isolated and subjected to RNA sequencing, which identified 554 genes whose expression levels were altered compared with those in the PBS control group. The expression of genes involved in macrophage inflammatory functions, such as Tnf, Il6 and Marco, were upregulated. Gene ontology enrichment analysis revealed that IL-6/JAK/STAT3 and TNFα/NF-κB hallmarks were significantly enriched, and mRNA/LNP-exposed liver-associated macrophages were characterized as M1-like cells based on the macrophage transcriptomic profiles. Enrichment of the active histone mark H3K4me3 showed that clusters of loci were highly increased in the mRNA/LNP group, indicating an impact of mRNA/LNPs on macrophage epigenetic profiles. The cis-regulatory regions of Tnf, Il6 and Marco showed enrichment of H3K4me3 marks, which correlated well with their increased transcription. Taken together, our data indicated that mRNA/LNP administration via the intramuscular route influences the gene expression and epigenetic profiles of liver-associated macrophages, reflecting its robust ability to induce an immune response.
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Affiliation(s)
- Chitsuda Pongma
- Graduate Program in Biotechnology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
- Center of Excellence in Vaccine Research and Development (Chula Vaccine Research Center-Chula VRC), Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Pornlapat Keawvilai
- Graduate Program in Biotechnology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
- Center of Excellence in Vaccine Research and Development (Chula Vaccine Research Center-Chula VRC), Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Atsadang Boonmee
- Department of Microbiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Benjawan Wongprom
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Thitiporn Pattarakankul
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
- Center of Excellence in Materials and Biointerfaces, Chulalongkorn University, Phayathai Road, Pathumwan, Bangkok, 10330, Thailand
| | - Chutamath Sittplangkoon
- Graduate Program in Biotechnology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Mohamad-Gabriel Alameh
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Patipark Kueanjinda
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Rama IV Road, Pathumwan, Bangkok, 10330, Thailand
| | - James Heyes
- Genevant Sciences Corporation, Vancouver, BC, Canada
| | - Kieu Lam
- Genevant Sciences Corporation, Vancouver, BC, Canada
| | - Benjawan Saechue
- One Health Research Unit, Faculty of Veterinary Science, Mahasarakham University, Mahasarakham, 44000, Thailand
| | - Kiat Ruxrungtham
- Center of Excellence in Vaccine Research and Development (Chula Vaccine Research Center-Chula VRC), Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Tanapat Palaga
- Center of Excellence in Vaccine Research and Development (Chula Vaccine Research Center-Chula VRC), Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand.
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Xiang Y, Zhao Z, Yao EJ, Balayan A, Fiering SN, Steinmetz NF, Chen S. Multifaceted cancer alleviation by cowpea mosaic virus in a bioprinted ovarian cancer peritoneal spheroid model. Biomaterials 2024; 311:122663. [PMID: 38878481 PMCID: PMC11729462 DOI: 10.1016/j.biomaterials.2024.122663] [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: 01/29/2024] [Revised: 06/01/2024] [Accepted: 06/08/2024] [Indexed: 08/06/2024]
Abstract
Ovarian cancer (OvCa) is a leading cause of mortality among gynecological malignancies and usually manifests as intraperitoneal spheroids that generate metastases, ascites, and an immunosuppressive tumor microenvironment. In this study, we explore the immunomodulatory properties of cowpea mosaic virus (CPMV) as an adjuvant immunotherapeutic agent using an in vitro model of OvCa peritoneal spheroids. Previous findings highlighted the potent efficacy of intratumoral CPMV against OvCa in mouse tumor models. Leveraging the precision control over material deposition and cell patterning afforded by digital-light-processing (DLP) based bioprinting, we constructed OvCa-macrophage spheroids to mimic peritoneal spheroids using gelatin methacrylate (GelMA), a collagen-derived photopolymerizable biomaterial to mimic the extracellular matrix. Following CPMV treatment, bioprinted spheroids exhibited inhibited OvCa progression mediated by macrophage activation. Our analysis indicates that CPMV regulates and activates macrophage to both induce OvCa cell killing and restore normal cell-cell junctions. This study deepened our understanding of the mechanism of CPMV intratumoral immunotherapy in the setting of OvCa. This study also highlights the potential of studying immunotherapies using high throughput tissue models via DLP bioprinting.
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Affiliation(s)
- Yi Xiang
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA
| | - Zhongchao Zhao
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Center for Nano-ImmunoEngineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Moores Cancer Center, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA
| | - Emmie J Yao
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA
| | - Alis Balayan
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; School of Medicine, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA
| | - Steven N Fiering
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA; Dartmouth Cancer Center, Geisel School of Medicine at Dartmouth and Dartmouth Health, Lebanon, NH, 03756, USA
| | - Nicole F Steinmetz
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Center for Nano-ImmunoEngineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Moores Cancer Center, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Department of Radiology, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Shu Chien-Gene Lay Department of Bioengineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Institute for Materials Discovery and Design, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Center for Engineering in Cancer, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Shu and K.C. Chien and Peter Farrell Collaboratory, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA.
| | - Shaochen Chen
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Center for Nano-ImmunoEngineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Shu Chien-Gene Lay Department of Bioengineering, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA; Institute for Materials Discovery and Design, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, USA.
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7
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Qin GT, Zhao Q, Fujita A, Damiani I, Easwaran M, Basu S, Gu W, Li DY, Worssam M, Palmisano B, Monteiro JP, Ramste M, Kundu R, Nguyen T, Park C, Weldy CS, Cheng P, Kim JB. Aryl-hydrocarbon receptor in smooth muscle cells protect against dioxin induced adverse remodeling of atherosclerosis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.24.614572. [PMID: 39569142 PMCID: PMC11577244 DOI: 10.1101/2024.09.24.614572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2024]
Abstract
Introduction Environmental exposure to dioxin has been linked to increased myocardial infarction. Smooth muscle cells (SMC) in the coronary vasculature play a critical role in atherosclerotic plaque remodeling due to their phenotypic plasticity, however, the detailed mechanism linking dioxin exposure to adverse SMC modulation is not well understood. Methods Single-cell RNA and ATAC sequencing and histological analyses were performed on the aorta from mouse models of atherosclerosis exposed to 2,3,7,8-Tetrachlorodibenzo-p-dioxin (TCDD) or control. Primary human coronary artery SMC (HCASMC) treated in culture with TCDD were used to perform RNA-Seq, ATAC-Seq, and functional phenotypic assays. ChIP-Seq was performed with antibodies against Aryl-hydrocarbon receptor (AHR) and TCF21, two of known SMC modulating transcription factors. Results Modulated SMC were the most transcriptionally responsive cell type to dioxin in the atherosclerotic aorta. Dioxin accelerated disease phenotype by promoting a modulated SMC phenotype early, resulting in increased lesion size, migration of SMC, and macrophage recruitment to the lesion. We found C3 expressing modulated SMCs to be likely contributing to the increased macrophage recruitment and inflammation. Analysis of the RNA-Seq data from HCASMC treated with TCDD showed differential enrichment of biological pathways related to cell migration, localization, and inflammation. Furthermore, ATAC-Seq data showed a significant activation for pathways regulating vascular development, cell migration, inflammation, and apoptosis. With TCDD treatment, there was also enrichment of AHR ChIP-Seq peaks, while the TCF21 enrichment decreased significantly. The SMC-specific Ahr knockout resulted in increased oxidative stress in SMC, increased lesion size and macrophage content, and loss of SMC lineage cells in the lesion cap when exposed to TCDD, consistent with a more vulnerable plaque phenotype. Conclusion Dioxin adversely remodels atherosclerotic plaque by accelerating the SMC- phenotypic modulation, and increasing inflammation and oxidative stress resulting in increased macrophage recruitment and lesion size. Dioxin may adversely affect the SMC phenotype and disease state by affecting the TCF21 occupancy in the open chromatin regions. Furthermore, we observed that SMC-specific deletion of Ahr in mice resulted in worsening of dioxin mediated SMC modulation and atherosclerosis, suggesting that Ahr in SMC confers protection against dioxin by promoting a stable plaque phenotype and reducing dioxin induced oxidative stress. Summary Exposure to dioxin, an environmental pollutant present in tobacco smoke and air pollution, accelerates smooth muscle cell modulation, and atherosclerosis.Dioxin exposure leads to inflammatory smooth muscle cell phenotype characterized by complement pathway activation and increased macrophage recruitment to plaqueAryl-hydrocarbon receptor in SMC protects against oxidative stress, and promotes a stable plaque phenotype.
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8
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Wang Y, Hao Z, Liu J, Kang X, Ji C, Guo Y, Chen Z, Ma J, Li J, Jin X, Feng Z, Liang W, Wei Q. Case report: Single-cell RNA sequencing of PBMCs highlights monocyte gene expression alterations in a type A HBV-ACLF patient. Heliyon 2024; 10:e38344. [PMID: 39502220 PMCID: PMC11536012 DOI: 10.1016/j.heliyon.2024.e38344] [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: 07/13/2023] [Revised: 09/22/2024] [Accepted: 09/23/2024] [Indexed: 11/08/2024] Open
Abstract
Hepatitis B Virus-related acute-on-chronic liver failure (HBV-ACLF) is a severe complication with high fatality rates. However, the underlying mechanisms are still elusive and require further investigation. In this report, we described a case of type A HBV-ACLF in which significant changes were found in monocyte gene expression through single-cell RNA sequencing (scRNA-seq). Furthermore, we observed a shifted M1/M2 polarization as well as dynamic changes in HBV-ACLF markers expression within the circulating monocyte population. The co-expression of HBV-ACLF markers (MERTK, THBS1, PPARγ, and SEMA6B) in the circulating monocyte population suggests that monocytes could play an essential role in the development of HBV-ACLF. By analyzing a public HBV-ACLF cohort with bulk RNA-seq data (64 patients), we showed that the expression level of monocytes marker CD163 gradually increased among normal control individuals (NC, n = 15), patients with liver cirrhosis (LC, n = 10), patients with chronic hepatitis B infection (CHB, n = 10), patients with acute-on-chronic hepatic dysfunction (ACHD, n = 10), and patients with HBV-ACLF (n = 20). Furthermore, the representative HBV-ACLF marker THBS1 was significantly correlated with CD163 in this large clinical cohort. It indicated that the dramatic alteration in monocytes may not be limited to our type A HBV-ACLF patient alone but rather a common phenomenon in HBV-ACLF patients. Collectively, our scRNA-seq analysis showed that the pro-inflammatory status of monocytes had shifted into an anti-inflammatory status in this patient, indicating successful treatment and benign prognosis. Although scRNA-seq is still a time-consuming procedure and difficult to apply in daily clinical practice, this report preliminarily shows the promising potential utility of scRNA-seq in HBV-ACLF patients, by which altered status of monocytes could be unbiasedly detected.
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Affiliation(s)
- Yan Wang
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Zengfang Hao
- Department of Pathology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Jiahua Liu
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Xige Kang
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Chenguang Ji
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Yu Guo
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Zian Chen
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Jiaao Ma
- Department of Physiology, Hebei Medical University, Shijiazhuang, China
| | - Jin Li
- Department of Physiology, Hebei Medical University, Shijiazhuang, China
| | - Xiaoxu Jin
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Zhijie Feng
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
| | - Weicheng Liang
- Biotherapy Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Qi Wei
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, Shijiazhuang, China
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9
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Ezzo M, Spindler K, Wang JB, Lee D, Pecoraro G, Cowen J, Pakshir P, Hinz B. Acute contact with profibrotic macrophages mechanically activates fibroblasts via αvβ3 integrin-mediated engagement of Piezo1. SCIENCE ADVANCES 2024; 10:eadp4726. [PMID: 39441936 PMCID: PMC11498225 DOI: 10.1126/sciadv.adp4726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 09/18/2024] [Indexed: 10/25/2024]
Abstract
Fibrosis-excessive scarring after injury-causes >40% of disease-related deaths worldwide. In this misguided repair process, activated fibroblasts drive the destruction of organ architecture by accumulating and contracting extracellular matrix. The resulting stiff scar tissue, in turn, enhances fibroblast contraction-bearing the question of how this positive feedback loop begins. We show that direct contact with profibrotic but not proinflammatory macrophages triggers acute fibroblast contractions. The contractile response depends on αvβ3 integrin expression on macrophages and Piezo1 expression on fibroblasts. The touch of macrophages elevates fibroblast cytosolic calcium within seconds, followed by translocation of the transcription cofactors nuclear factor of activated T cells 1 and Yes-associated protein, which drive fibroblast activation within hours. Intriguingly, macrophages induce mechanical stress in fibroblasts on soft matrix that alone suppresses their spontaneous activation. We propose that acute contact with suitable macrophages mechanically kick-starts fibroblast activation in an otherwise nonpermissive soft environment. The molecular components mediating macrophage-fibroblast mechanotransduction are potential targets for antifibrosis strategies.
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Affiliation(s)
- Maya Ezzo
- Laboratory of Tissue Repair and Regeneration, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
- Keenan Research Institute for Biomedical Science of the St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Katrin Spindler
- Keenan Research Institute for Biomedical Science of the St. Michael’s Hospital, Toronto, Ontario, Canada
- School of Life Sciences, Reutlingen University, 72762 Reutlingen, Germany
| | - Jun Bo Wang
- Laboratory of Tissue Repair and Regeneration, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
| | - Dahea Lee
- Keenan Research Institute for Biomedical Science of the St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Gilbert Pecoraro
- Laboratory of Tissue Repair and Regeneration, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
- School of Life Sciences, Reutlingen University, 72762 Reutlingen, Germany
| | - Justin Cowen
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Pardis Pakshir
- Laboratory of Tissue Repair and Regeneration, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
| | - Boris Hinz
- Laboratory of Tissue Repair and Regeneration, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
- Keenan Research Institute for Biomedical Science of the St. Michael’s Hospital, Toronto, Ontario, Canada
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10
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Zhong J, Yang J, Song Y, Zhang Z, Wang C, Tong R, Li C, Yu N, Zou L, Liu S, Pu J, Lin W. SuperFeat: Quantitative Feature Learning from Single-cell RNA-seq Data Facilitates Drug Repurposing. GENOMICS, PROTEOMICS & BIOINFORMATICS 2024; 22:qzae036. [PMID: 39401181 PMCID: PMC12016572 DOI: 10.1093/gpbjnl/qzae036] [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: 08/31/2023] [Revised: 04/08/2024] [Accepted: 05/08/2024] [Indexed: 04/25/2025]
Abstract
In this study, we devised a computational framework called Supervised Feature Learning and Scoring (SuperFeat) which enables the training of a machine learning model and evaluates the canonical cellular statuses/features in pathological tissues that underlie the progression of disease. This framework also enables the identification of potential drugs that target the presumed detrimental cellular features. This framework was constructed on the basis of an artificial neural network with the gene expression profiles serving as input nodes. The training data comprised single-cell RNA sequencing datasets that encompassed the specific cell lineage during the developmental progression of cell features. A few models of the canonical cancer-involved cellular statuses/features were tested by such framework. Finally, we illustrated the drug repurposing pipeline, utilizing the training parameters derived from the adverse cellular statuses/features, which yielded successful validation results both in vitro and in vivo. SuperFeat is accessible at https://github.com/weilin-genomics/rSuperFeat.
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Affiliation(s)
- Jianmei Zhong
- State Key Laboratory for Oncogenes and Related Genes, Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai 200127, China
| | - Junyao Yang
- Department of Laboratory Medicine, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200092, China
| | - Yinghui Song
- Central Laboratory of Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha 410005, China
| | - Zhihua Zhang
- Central Laboratory of Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha 410005, China
| | - Chunming Wang
- State Key Laboratory for Oncogenes and Related Genes, Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai 200127, China
| | - Renyang Tong
- State Key Laboratory for Oncogenes and Related Genes, Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai 200127, China
| | - Chenglong Li
- Central Laboratory of Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha 410005, China
| | - Nanhui Yu
- Central Laboratory of Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha 410005, China
| | - Lianhong Zou
- Central Laboratory of Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha 410005, China
| | - Sulai Liu
- Central Laboratory of Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha 410005, China
| | - Jun Pu
- State Key Laboratory for Oncogenes and Related Genes, Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai 200127, China
| | - Wei Lin
- State Key Laboratory for Oncogenes and Related Genes, Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai 200127, China
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11
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Jeelani I, Moon JS, da Cunha FF, Nasamran CA, Jeon S, Zhang X, Bandyopadhyay GK, Dobaczewska K, Mikulski Z, Hosseini M, Liu X, Kisseleva T, Brenner D, Singh S, Loomba R, Kim M, Lee YS. HIF-2α drives hepatic Kupffer cell death and proinflammatory recruited macrophage activation in nonalcoholic steatohepatitis. Sci Transl Med 2024; 16:eadi0284. [PMID: 39259813 PMCID: PMC11665927 DOI: 10.1126/scitranslmed.adi0284] [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: 03/29/2023] [Revised: 01/12/2024] [Accepted: 08/16/2024] [Indexed: 09/13/2024]
Abstract
Proinflammatory hepatic macrophage activation plays a key role in the development of nonalcoholic steatohepatitis (NASH). This involves increased embryonic hepatic Kupffer cell (KC) death, facilitating the replacement of KCs with bone marrow-derived recruited hepatic macrophages (RHMs) that highly express proinflammatory genes. Moreover, phago/efferocytic activity of KCs is diminished in NASH, enhancing liver inflammation. However, the molecular mechanisms underlying these changes in KCs are not known. Here, we show that hypoxia-inducible factor 2α (HIF-2α) mediates NASH-associated decreased KC growth and efferocytosis by enhancing lysosomal stress. At the molecular level, HIF-2α stimulated mammalian target of rapamycin (mTOR)- and extracellular signal-regulated kinase-dependent inhibitory transcription factor EB (TFEB) phosphorylation, leading to decreased lysosomal and phagocytic gene expression. With increased metabolic stress and phago/efferocytic burden in NASH, these changes were sufficient to increase lysosomal stress, causing decreased efferocytosis and lysosomal cell death. Of interest, HIF-2α-dependent TFEB regulation only occurred in KCs but not RHMs. Instead, in RHMs, HIF-2α promoted mitochondrial reactive oxygen species production and proinflammatory activation by increasing ANT2 expression and mitochondrial permeability transition. Consequently, myeloid lineage-specific or KC-specific HIF-2α depletion or the inhibition of mTOR-dependent TFEB inhibition using antisense oligonucleotide treatment protected against the development of NASH in mice. Moreover, treatment with an HIF-2α-specific inhibitor reduced inflammatory and fibrogenic gene expression in human liver spheroids cultured under a NASH-like condition. Together, our results suggest that macrophage subtype-specific effects of HIF-2α collectively contribute to the proinflammatory activation of liver macrophages, leading to the development of NASH.
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Affiliation(s)
- Ishtiaq Jeelani
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, 92093, USA
| | - Jae-Su Moon
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, 92093, USA
| | - Flavia Franco da Cunha
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, 92093, USA
| | - Chanond A. Nasamran
- Center for Computational Biology & Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, California, 92093, USA
| | - Seokhyun Jeon
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, 92093, USA
| | - Xinhang Zhang
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, 92093, USA
| | - Gautam K. Bandyopadhyay
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, 92093, USA
| | - Katarzyna Dobaczewska
- Microscopy and Histology Core Facility, La Jolla Institute for Immunology, La Jolla, California, 92037, USA
| | - Zbigniew Mikulski
- Microscopy and Histology Core Facility, La Jolla Institute for Immunology, La Jolla, California, 92037, USA
| | - Mojgan Hosseini
- Department of Pathology, University of California San Diego School of Medicine, La Jolla, California, 92093, USA
| | - Xiao Liu
- Department of Surgery, University of California San Diego, La Jolla, California, 92093, USA
| | - Tatiana Kisseleva
- Department of Surgery, University of California San Diego, La Jolla, California, 92093, USA
| | - David Brenner
- Department of Medicine, University of California San Diego, La Jolla, California, 92093, USA
| | - Seema Singh
- Division of Gastroenterology, University of California San Diego, La Jolla, California, 92093, USA
| | - Rohit Loomba
- Division of Gastroenterology, University of California San Diego, La Jolla, California, 92093, USA
- Division of Epidemiology Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, California, 92093, USA
- NAFLD Research Center University of California, San Diego, La Jolla, California, 92093, USA
| | - Minkyu Kim
- Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, Texas, 78229, USA
| | - Yun Sok Lee
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, 92093, USA
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12
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Gao H, Hua K, Wu X, Wei L, Chen S, Yin Q, Jiang R, Zhang X. Building a learnable universal coordinate system for single-cell atlas with a joint-VAE model. Commun Biol 2024; 7:977. [PMID: 39134617 PMCID: PMC11319358 DOI: 10.1038/s42003-024-06564-0] [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: 08/17/2023] [Accepted: 07/05/2024] [Indexed: 08/15/2024] Open
Abstract
A universal coordinate system that can ensemble the huge number of cells and capture their heterogeneities is of vital importance for constructing large-scale cell atlases as references for molecular and cellular studies. Studies have shown that cells exhibit multifaceted heterogeneities in their transcriptomic features at multiple resolutions. This nature of complexity makes it hard to design a fixed coordinate system through a combination of known features. It is desirable to build a learnable universal coordinate model that can capture major heterogeneities and serve as a controlled generative model for data augmentation. We developed UniCoord, a specially-tuned joint-VAE model to represent single-cell transcriptomic data in a lower-dimensional latent space with high interpretability. Each latent dimension can represent either discrete or continuous feature, and either supervised by prior knowledge or unsupervised. The latent dimensions can be easily reconfigured to generate pseudo transcriptomic profiles with desired properties. UniCoord can also be used as a pre-trained model to analyze new data with unseen cell types and thus can serve as a feasible framework for cell annotation and comparison. UniCoord provides a prototype for a learnable universal coordinate framework to enable better analysis and generation of cells with highly orchestrated functions and heterogeneities.
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Affiliation(s)
- Haoxiang Gao
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Kui Hua
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Xinze Wu
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Lei Wei
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China.
| | - Sijie Chen
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Qijin Yin
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Rui Jiang
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Xuegong Zhang
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China.
- School of Life Sciences and School of Medicine, Center for Synthetic and Systems Biology, Tsinghua University, Beijing, China.
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13
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Rohm TV, Castellani Gomes Dos Reis F, Isaac R, Murphy C, Cunha E Rocha K, Bandyopadhyay G, Gao H, Libster AM, Zapata RC, Lee YS, Ying W, Miciano C, Wang A, Olefsky JM. Adipose tissue macrophages secrete small extracellular vesicles that mediate rosiglitazone-induced insulin sensitization. Nat Metab 2024; 6:880-898. [PMID: 38605183 PMCID: PMC11430498 DOI: 10.1038/s42255-024-01023-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 03/06/2024] [Indexed: 04/13/2024]
Abstract
The obesity epidemic continues to worsen worldwide, driving metabolic and chronic inflammatory diseases. Thiazolidinediones, such as rosiglitazone (Rosi), are PPARγ agonists that promote 'M2-like' adipose tissue macrophage (ATM) polarization and cause insulin sensitization. As ATM-derived small extracellular vesicles (ATM-sEVs) from lean mice are known to increase insulin sensitivity, we assessed the metabolic effects of ATM-sEVs from Rosi-treated obese male mice (Rosi-ATM-sEVs). Here we show that Rosi leads to improved glucose and insulin tolerance, transcriptional repolarization of ATMs and increased sEV secretion. Administration of Rosi-ATM-sEVs rescues obesity-induced glucose intolerance and insulin sensitivity in vivo without the known thiazolidinedione-induced adverse effects of weight gain or haemodilution. Rosi-ATM-sEVs directly increase insulin sensitivity in adipocytes, myotubes and primary mouse and human hepatocytes. Additionally, we demonstrate that the miRNAs within Rosi-ATM-sEVs, primarily miR-690, are responsible for these beneficial metabolic effects. Thus, using ATM-sEVs with specific miRNAs may provide a therapeutic path to induce insulin sensitization.
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Affiliation(s)
- Theresa V Rohm
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA.
| | | | - Roi Isaac
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Cairo Murphy
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Karina Cunha E Rocha
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Gautam Bandyopadhyay
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Hong Gao
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Avraham M Libster
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Rizaldy C Zapata
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Yun Sok Lee
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Wei Ying
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Charlene Miciano
- Center for Epigenomics, University of California San Diego, La Jolla, CA, USA
| | - Allen Wang
- Center for Epigenomics, University of California San Diego, La Jolla, CA, USA
| | - Jerrold M Olefsky
- Division of Endocrinology and Metabolism, Department of Medicine, University of California San Diego, La Jolla, CA, USA.
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14
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Licón-Muñoz Y, Avalos V, Subramanian S, Granger B, Martinez F, Varela S, Moore D, Perkins E, Kogan M, Berto S, Chohan M, Bowers C, Piccirillo S. Single-nucleus and spatial landscape of the sub-ventricular zone in human glioblastoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.24.590852. [PMID: 38712234 PMCID: PMC11071523 DOI: 10.1101/2024.04.24.590852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
The sub-ventricular zone (SVZ) is the most well-characterized neurogenic area in the mammalian brain. We previously showed that in 65% of patients with glioblastoma (GBM), the SVZ is a reservoir of cancer stem-like cells that contribute to treatment resistance and emergence of recurrence. Here, we built a single-nucleus RNA-sequencing-based microenvironment landscape of the tumor mass (T_Mass) and the SVZ (T_SVZ) of 15 GBM patients and 2 histologically normal SVZ (N_SVZ) samples as controls. We identified a mesenchymal signature in the T_SVZ of GBM patients: tumor cells from the T_SVZ relied on the ZEB1 regulatory network, whereas tumor cells in the T_Mass relied on the TEAD1 regulatory network. Moreover, the T_SVZ microenvironment was predominantly characterized by tumor-supportive microglia, which spatially co-exist and establish heterotypic interactions with tumor cells. Lastly, differential gene expression analyses, predictions of ligand-receptor and incoming/outgoing interactions, and functional assays revealed that the IL-1β/IL-1RAcP and Wnt-5a/Frizzled-3 pathways are therapeutic targets in the T_SVZ microenvironment. Our data provide insights into the biology of the SVZ in GBM patients and identify specific targets of this microenvironment.
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Affiliation(s)
- Y. Licón-Muñoz
- The Brain Tumor Translational Laboratory, Department of Cell Biology and Physiology, University of New Mexico Health Sciences Center, Albuquerque, NM
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM
| | - V. Avalos
- The Brain Tumor Translational Laboratory, Department of Cell Biology and Physiology, University of New Mexico Health Sciences Center, Albuquerque, NM
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM
| | - S. Subramanian
- Bioinformatics Core, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
- Neurogenomics Laboratory, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
| | - B. Granger
- Bioinformatics Core, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
- Neurogenomics Laboratory, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
| | - F. Martinez
- The Brain Tumor Translational Laboratory, Department of Cell Biology and Physiology, University of New Mexico Health Sciences Center, Albuquerque, NM
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM
| | - S. Varela
- University of New Mexico School of Medicine, Albuquerque, NM
| | - D. Moore
- Bioinformatics Core, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
- Neurogenomics Laboratory, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
| | - E. Perkins
- Department of Neurosurgery, University of Mississippi Medical Center, Jackson, MS
| | - M. Kogan
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM
| | - S. Berto
- Bioinformatics Core, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
- Neurogenomics Laboratory, Department of Neuroscience, Medical University of South Carolina, Charleston, SC
| | - M.O. Chohan
- Department of Neurosurgery, University of Mississippi Medical Center, Jackson, MS
| | - C.A. Bowers
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM
| | - S.G.M. Piccirillo
- The Brain Tumor Translational Laboratory, Department of Cell Biology and Physiology, University of New Mexico Health Sciences Center, Albuquerque, NM
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM
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15
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Bridges K, Pizzurro GA, Khunte M, Chen M, Salvador Rocha E, Alexander AF, Bass V, Kellman LN, Baskaran J, Miller-Jensen K. Single-Cell Analysis Reveals a Subset of High IL-12p40-Secreting Dendritic Cells within Mouse Bone Marrow-Derived Macrophages Differentiated with M-CSF. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2024; 212:1357-1365. [PMID: 38416039 DOI: 10.4049/jimmunol.2300431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 02/01/2024] [Indexed: 02/29/2024]
Abstract
Macrophages and dendritic cells (DCs), although ontogenetically distinct, have overlapping functions and exhibit substantial cell-to-cell heterogeneity that can complicate their identification and obscure innate immune function. In this study, we report that M-CSF-differentiated murine bone marrow-derived macrophages (BMDMs) exhibit extreme heterogeneity in the production of IL-12, a key proinflammatory cytokine linking innate and adaptive immunity. A microwell secretion assay revealed that a small fraction of BMDMs stimulated with LPS secrete most IL-12p40, and we confirmed that this is due to extremely high expression of Il12b, the gene encoding IL-12p40, in a subset of cells. Using an Il12b-YFP reporter mouse, we isolated cells with high LPS-induced Il12b expression and found that this subset was enriched for genes associated with the DC lineage. Single-cell RNA sequencing data confirmed a DC-like subset that differentiates within BMDM cultures that is transcriptionally distinct but could not be isolated by surface marker expression. Although not readily apparent in the resting state, upon LPS stimulation, this subset exhibited a typical DC-associated activation program that is distinct from LPS-induced stochastic BMDM cell-to-cell heterogeneity. Overall, our findings underscore the difficulty in distinguishing macrophages and DCs even in widely used in vitro murine BMDM cultures and could affect the interpretation of some studies that use BMDMs to explore acute inflammatory responses.
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Affiliation(s)
- Kate Bridges
- Department of Biomedical Engineering, Yale University, New Haven, CT
| | | | - Mihir Khunte
- Department of Biomedical Engineering, Yale University, New Haven, CT
| | - Meibin Chen
- Department of Biomedical Engineering, Yale University, New Haven, CT
| | | | | | - Victor Bass
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT
| | - Laura N Kellman
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT
| | - Janani Baskaran
- Department of Biomedical Engineering, Yale University, New Haven, CT
| | - Kathryn Miller-Jensen
- Department of Biomedical Engineering, Yale University, New Haven, CT
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT
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16
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Bao Q, Zhang B, Zhou L, Yang Q, Mu X, Liu X, Zhang S, Yuan M, Zhang Y, Che J, Wei W, Liu T, Li G, He J. CNP Ameliorates Macrophage Inflammatory Response and Atherosclerosis. Circ Res 2024; 134:e72-e91. [PMID: 38456298 DOI: 10.1161/circresaha.123.324086] [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: 12/04/2023] [Accepted: 02/26/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND CNP (C-type natriuretic peptide), an endogenous short peptide in the natriuretic peptide family, has emerged as an important regulator to govern vascular homeostasis. However, its role in the development of atherosclerosis remains unclear. This study aimed to investigate the impact of CNP on the progression of atherosclerotic plaques and elucidate its underlying mechanisms. METHODS Plasma CNP levels were measured in patients with acute coronary syndrome. The potential atheroprotective role of CNP was evaluated in apolipoprotein E-deficient (ApoE-/-) mice through CNP supplementation via osmotic pumps, genetic overexpression, or LCZ696 administration. Various functional experiments involving CNP treatment were performed on primary macrophages derived from wild-type and CD36 (cluster of differentiation 36) knockout mice. Proteomics and multiple biochemical analyses were conducted to unravel the underlying mechanism. RESULTS We observed a negative correlation between plasma CNP concentration and the burden of coronary atherosclerosis in patients. In early atherosclerotic plaques, CNP predominantly accumulated in macrophages but significantly decreased in advanced plaques. Supplementing CNP via osmotic pumps or genetic overexpression ameliorated atherosclerotic plaque formation and enhanced plaque stability in ApoE-/- mice. CNP promoted an anti-inflammatory macrophage phenotype and efferocytosis and reduced foam cell formation and necroptosis. Mechanistically, we found that CNP could accelerate HIF-1α (hypoxia-inducible factor 1-alpha) degradation in macrophages by enhancing the interaction between PHD (prolyl hydroxylase domain-containing protein) 2 and HIF-1α. Furthermore, we observed that CD36 bound to CNP and mediated its endocytosis in macrophages. Moreover, we demonstrated that the administration of LCZ696, an orally bioavailable drug recently approved for treating chronic heart failure with reduced ejection fraction, could amplify the bioactivity of CNP and ameliorate atherosclerotic plaque formation. CONCLUSIONS Our study reveals that CNP enhanced plaque stability and alleviated macrophage inflammatory responses by promoting HIF-1α degradation, suggesting a novel atheroprotective role of CNP. Enhancing CNP bioactivity may offer a novel pharmacological strategy for treating related diseases.
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Affiliation(s)
- Qiankun Bao
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Bangying Zhang
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Lu Zhou
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Qian Yang
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Xiaofeng Mu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Xing Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Shiying Zhang
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Meng Yuan
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Yue Zhang
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Jingjin Che
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Wen Wei
- Center for Mechanisms of Evolution, Biodesign Institute, Arizona State University, Tempe (W.W.)
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Guangping Li
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, The Second Hospital of Tianjin Medical University, China (Q.B., B.Z., L.Z., Q.Y., X.M., X.L., S.Z., M.Y., Y.Z., J.C., T.L., G.L.)
| | - Jinlong He
- Tianjin Key Laboratory of Metabolic Diseases, The Province and Ministry Co-Sponsored Collaborative Innovation Center for Medical Epigenetics, Department of Physiology and Pathophysiology, Tianjin Medical University, China (J.H.)
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17
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Sun J, Esplugues E, Bort A, Cardelo MP, Ruz-Maldonado I, Fernández-Tussy P, Wong C, Wang H, Ojima I, Kaczocha M, Perry R, Suárez Y, Fernández-Hernando C. Fatty acid binding protein 5 suppression attenuates obesity-induced hepatocellular carcinoma by promoting ferroptosis and intratumoral immune rewiring. Nat Metab 2024; 6:741-763. [PMID: 38664583 DOI: 10.1038/s42255-024-01019-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 02/26/2024] [Indexed: 04/28/2024]
Abstract
Due to the rise in overnutrition, the incidence of obesity-induced hepatocellular carcinoma (HCC) will continue to escalate; however, our understanding of the obesity to HCC developmental axis is limited. We constructed a single-cell atlas to interrogate the dynamic transcriptomic changes during hepatocarcinogenesis in mice. Here we identify fatty acid binding protein 5 (FABP5) as a driver of obesity-induced HCC. Analysis of transformed cells reveals that FABP5 inhibition and silencing predispose cancer cells to lipid peroxidation and ferroptosis-induced cell death. Pharmacological inhibition and genetic ablation of FABP5 ameliorates the HCC burden in male mice, corresponding to enhanced ferroptosis in the tumour. Moreover, FABP5 inhibition induces a pro-inflammatory tumour microenvironment characterized by tumour-associated macrophages with increased expression of the co-stimulatory molecules CD80 and CD86 and increased CD8+ T cell activation. Our work unravels the dual functional role of FABP5 in diet-induced HCC, inducing the transformation of hepatocytes and an immunosuppressive phenotype of tumour-associated macrophages and illustrates FABP5 inhibition as a potential therapeutic approach.
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Affiliation(s)
- Jonathan Sun
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Enric Esplugues
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Alicia Bort
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Magdalena P Cardelo
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Inmaculada Ruz-Maldonado
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Pablo Fernández-Tussy
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Clara Wong
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Hehe Wang
- Department of Chemistry, Stony Brook University, New York, NY, USA
| | - Iwao Ojima
- Department of Chemistry, Stony Brook University, New York, NY, USA
- Institute of Chemical Biology and Drug Discovery, Stony Brook University, New York, NY, USA
| | - Martin Kaczocha
- Institute of Chemical Biology and Drug Discovery, Stony Brook University, New York, NY, USA
- Department of Anesthesiology, Renaissance School of Medicine. Stony Brook University, New York, NY, USA
| | - Rachel Perry
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA
- Department of Cellular and Molecular Physiology, Yale University School of Medicine, New Haven, CT, USA
- Department of Medicine (Endocrinology), Yale University School of Medicine, New Haven, CT, USA
| | - Yajaira Suárez
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA.
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA.
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA.
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA.
| | - Carlos Fernández-Hernando
- Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA.
- Yale Center for Molecular and System Metabolism, Yale University School of Medicine, New Haven, CT, USA.
- Department of Comparative Medicine, Yale University School of Medicine, New Haven, CT, USA.
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA.
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18
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Peng C, Chen J, Wu R, Jiang H, Li J. Unraveling the complex roles of macrophages in obese adipose tissue: an overview. Front Med 2024; 18:205-236. [PMID: 38165533 DOI: 10.1007/s11684-023-1033-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 09/15/2023] [Indexed: 01/03/2024]
Abstract
Macrophages, a heterogeneous population of innate immune cells, exhibit remarkable plasticity and play pivotal roles in coordinating immune responses and maintaining tissue homeostasis within the context of metabolic diseases. The activation of inflammatory macrophages in obese adipose tissue leads to detrimental effects, inducing insulin resistance through increased inflammation, impaired thermogenesis, and adipose tissue fibrosis. Meanwhile, adipose tissue macrophages also play a beneficial role in maintaining adipose tissue homeostasis by regulating angiogenesis, facilitating the clearance of dead adipocytes, and promoting mitochondrial transfer. Exploring the heterogeneity of macrophages in obese adipose tissue is crucial for unraveling the pathogenesis of obesity and holds significant potential for targeted therapeutic interventions. Recently, the dual effects and some potential regulatory mechanisms of macrophages in adipose tissue have been elucidated using single-cell technology. In this review, we present a comprehensive overview of the intricate activation mechanisms and diverse functions of macrophages in adipose tissue during obesity, as well as explore the potential of drug delivery systems targeting macrophages, aiming to enhance the understanding of current regulatory mechanisms that may be potentially targeted for treating obesity or metabolic diseases.
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Affiliation(s)
- Chang Peng
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jun Chen
- Department of Prosthodontics, Shanghai Engineering Research Center of Advanced Dental Technology and Materials, Shanghai Key Laboratory of Stomatology & Shanghai Research Institute of Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Rui Wu
- Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, 310000, China
| | - Haowen Jiang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
| | - Jia Li
- Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, 310000, China.
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
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19
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Bradley D, Deng T, Shantaram D, Hsueh WA. Orchestration of the Adipose Tissue Immune Landscape by Adipocytes. Annu Rev Physiol 2024; 86:199-223. [PMID: 38345903 DOI: 10.1146/annurev-physiol-042222-024353] [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] [Indexed: 02/15/2024]
Abstract
Obesity is epidemic and of great concern because of its comorbid and costly inflammatory-driven complications. Extensive investigations in mice have elucidated highly coordinated, well-balanced interactions between adipocytes and immune cells in adipose tissue that maintain normal systemic metabolism in the lean state, while in obesity, proinflammatory changes occur in nearly all adipose tissue immune cells. Many of these changes are instigated by adipocytes. However, less is known about obesity-induced adipose-tissue immune cell alterations in humans. Upon high-fat diet feeding, the adipocyte changes its well-known function as a metabolic cell to assume the role of an immune cell, orchestrating proinflammatory changes that escalate inflammation and progress during obesity. This transformation is particularly prominent in humans. In this review, we (a) highlight a leading and early role for adipocytes in promulgating inflammation, (b) discuss immune cell changes and the time course of these changes (comparing humans and mice when possible), and (c) note how reversing proinflammatory changes in most types of immune cells, including adipocytes, rescues adipose tissue from inflammation and obese mice from insulin resistance.
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Affiliation(s)
- David Bradley
- Diabetes and Metabolism Research Center, Division of Endocrinology, Diabetes and Metabolism, Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA;
- Division of Endocrinology, Diabetes and Metabolism, Department of Internal Medicine, Pennsylvania State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA;
| | - Tuo Deng
- Second Xiangya Hospital, Central South University, Changsha, China
| | - Dharti Shantaram
- Diabetes and Metabolism Research Center, Division of Endocrinology, Diabetes and Metabolism, Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA;
| | - Willa A Hsueh
- Diabetes and Metabolism Research Center, Division of Endocrinology, Diabetes and Metabolism, Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA;
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20
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Cunha E Rocha K, Ying W, Olefsky JM. Exosome-Mediated Impact on Systemic Metabolism. Annu Rev Physiol 2024; 86:225-253. [PMID: 38345906 DOI: 10.1146/annurev-physiol-042222-024535] [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] [Indexed: 02/15/2024]
Abstract
Exosomes are small extracellular vesicles that carry lipids, proteins, and microRNAs (miRNAs). They are released by all cell types and can be found not only in circulation but in many biological fluids. Exosomes are essential for interorgan communication because they can transfer their contents from donor to recipient cells, modulating cellular functions. The miRNA content of exosomes is responsible for most of their biological effects, and changes in exosomal miRNA levels can contribute to the progression or regression of metabolic diseases. As exosomal miRNAs are selectively sorted and packaged into exosomes, they can be useful as biomarkers for diagnosing diseases. The field of exosomes and metabolism is expanding rapidly, and researchers are consistently making new discoveries in this area. As a result, exosomes have great potential for a next-generation drug delivery platform for metabolic diseases.
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Affiliation(s)
- Karina Cunha E Rocha
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, USA;
| | - Wei Ying
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, USA;
| | - Jerrold M Olefsky
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, La Jolla, California, USA;
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21
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Ferrena A, Wang J, Zhang R, Karadal-Ferrena B, Al-Hardan W, Singh S, Borjihan H, Schwartz EL, Zhao H, Oktay MH, Yang R, Geller DS, Hoang BH, Zheng D. SKP2 Knockout in Rb1/p53-Deficient Mouse Models of Osteosarcoma Induces Immune Infiltration and Drives a Transcriptional Program with a Favorable Prognosis. Mol Cancer Ther 2024; 23:223-234. [PMID: 37871911 PMCID: PMC10842346 DOI: 10.1158/1535-7163.mct-23-0173] [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: 03/24/2023] [Revised: 08/27/2023] [Accepted: 10/17/2023] [Indexed: 10/25/2023]
Abstract
Osteosarcoma is an aggressive bone malignancy with a poor prognosis. One putative proto-oncogene in osteosarcoma is SKP2, encoding a substrate recognition factor of the SCF E3 ubiquitin ligase. We previously demonstrated that Skp2 knockout in murine osteosarcoma improved survival and delayed tumorigenesis. Here, we performed RNA sequencing (RNA-seq) on tumors from a transgenic osteosarcoma mouse model with conditional Trp53 and Rb1 knockouts in the osteoblast lineage ("DKO": Osx1-Cre;Rb1lox/lox;p53lox/lox) and a triple-knockout model with additional Skp2 germline knockout ("TKO": Osx1-Cre;Rb1lox/lox;p53lox/lox;Skp2-/-), followed by qPCR and immunohistochemistry validation. To investigate the clinical implications of our results, we analyzed a human osteosarcoma patient cohort ("NCI-TARGET OS") with RNA-seq and clinical data. We found large differences in gene expression after SKP2 knockout. Surprisingly, we observed increased expression of genes related to immune microenvironment infiltration in TKO tumors, especially the signature genes for macrophages and to a lesser extent, T cells, B cells, and vascular cells. We also uncovered a set of relevant transcription factors that may mediate these changes. In osteosarcoma patient cohorts, high expression of genes upregulated in TKO was correlated with favorable overall survival, which was largely explained by the macrophage gene signatures. This relationship was further supported by our finding that SKP2 expression was negatively correlated with macrophage infiltration in the NCI-TARGET osteosarcoma and the TCGA Sarcoma cohorts. Overall, our findings indicate that SKP2 may mediate immune exclusion from the osteosarcoma tumor microenvironment, suggesting that SKP2 modulation in osteosarcoma may induce antitumor immune activation.
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Affiliation(s)
- Alexander Ferrena
- Institute for Clinical and Translational Research, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jichuan Wang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ranxin Zhang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Waleed Al-Hardan
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Swapnil Singh
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Hasibagan Borjihan
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Edward L. Schwartz
- Department of Oncology, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Hongling Zhao
- Department of Developmental & Molecular Biology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Maja H. Oktay
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
- Integrated Imaging Program, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Rui Yang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - David S Geller
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Bang H Hoang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Deyou Zheng
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA
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22
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Yang J, Li S, Li Z, Yao L, Liu M, Tong K, Xu Q, Yu B, Peng R, Gui T, Tang W, Xu Y, Chen J, He J, Zhao K, Wang X, Wang X, Zha Z, Zhang H. Targeting YAP1-regulated Glycolysis in Fibroblast-Like Synoviocytes Impairs Macrophage Infiltration to Ameliorate Diabetic Osteoarthritis Progression. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2304617. [PMID: 38044289 PMCID: PMC10837355 DOI: 10.1002/advs.202304617] [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: 07/08/2023] [Revised: 11/03/2023] [Indexed: 12/05/2023]
Abstract
The interplay between immune cells/macrophages and fibroblast-like synoviocytes (FLSs) plays a pivotal role in initiating synovitis; however, their involvement in metabolic disorders, including diabetic osteoarthritis (DOA), is largely unknown. In this study, single-cell RNA sequencing (scRNA-seq) is employed to investigate the synovial cell composition of DOA. A significant enrichment of activated macrophages within eight distinct synovial cell clusters is found in DOA synovium. Moreover, it is demonstrated that increased glycolysis in FLSs is a key driver for DOA patients' synovial macrophage infiltration and polarization. In addition, the yes-associated protein 1 (YAP1)/thioredoxin-interacting protein (TXNIP) signaling axis is demonstrated to play a crucial role in regulating glucose transporter 1 (GLUT1)-dependent glycolysis in FLSs, thereby controlling the expression of a series of adhesion molecules such as intercellular adhesion molecule-1 (ICAM-1) which may subsequently fine-tune the infiltration of M1-polarized synovial macrophages in DOA patients and db/db diabetic OA mice. For treatment, M1 macrophage membrane-camouflaged Verteporfin (Vt)-loaded PLGA nanoparticles (MVPs) are developed to ameliorate DOA progression by regulating the YAP1/TXNIP signaling axis, thus suppressing the synovial glycolysis and the infiltration of M1-polarized macrophages. The results provide several novel insights into the pathogenesis of DOA and offer a promising treatment approach for DOA.
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Affiliation(s)
- Jie Yang
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Shanshan Li
- State Key Laboratory of Pulp and Paper EngineeringSouth China University of TechnologyGuangzhou510640China
| | - Zhenyan Li
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Lutian Yao
- Department of OrthopedicsThe First Hospital of China Medical UniversityShenyang110001China
| | - Meijing Liu
- Key Laboratory of Big Data‐Based Precision MedicineSchool of Engineering MedicineBeihang UniversityBeijing100191China
- Clinical Research Platform for Interdisciplinary of Stomatologythe First Affiliated Hospital of Jinan University and Department of StomatologyJinan UniversityGuangzhou510632China
| | - Kui‐Leung Tong
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Qiutong Xu
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Bo Yu
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Rui Peng
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Tao Gui
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Wang Tang
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Yidi Xu
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Jiaxu Chen
- Guangzhou Key Laboratory of Formula‐Pattern Research CenterSchool of Traditional Chinese MedicineJinan UniversityGuangzhou510640China
| | - Jun He
- Institute of Laboratory Animal ScienceJinan UniversityGuangzhou510632China
| | - Kewei Zhao
- Guangzhou Key Laboratory of Chinese Medicine Research on Prevention and Treatment of Osteoporosisthe Third Affiliated Hospital of Guangzhou University of Chinese MedicineGuangzhou510375China
| | - Xiaogang Wang
- Key Laboratory of Big Data‐Based Precision MedicineSchool of Engineering MedicineBeihang UniversityBeijing100191China
- Clinical Research Platform for Interdisciplinary of Stomatologythe First Affiliated Hospital of Jinan University and Department of StomatologyJinan UniversityGuangzhou510632China
| | - Xiaoying Wang
- State Key Laboratory of Pulp and Paper EngineeringSouth China University of TechnologyGuangzhou510640China
| | - Zhengang Zha
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
| | - Huan‐Tian Zhang
- Department of Bone and Joint Surgerythe First Affiliated Hospital of Jinan UniversityKey Laboratory of Regenerative Medicine of Ministry of EducationJinan UniversityGuangzhouGuangdong510630China
- Guangzhou Key Laboratory of Chinese Medicine Research on Prevention and Treatment of Osteoporosisthe Third Affiliated Hospital of Guangzhou University of Chinese MedicineGuangzhou510375China
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23
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Dong T, Hu G, Fan Z, Wang H, Gao Y, Wang S, Xu H, Yaffe MB, Vander Heiden MG, Lv G, Chen J. Activation of GPR3-β-arrestin2-PKM2 pathway in Kupffer cells stimulates glycolysis and inhibits obesity and liver pathogenesis. Nat Commun 2024; 15:807. [PMID: 38280848 PMCID: PMC10821868 DOI: 10.1038/s41467-024-45167-5] [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: 10/21/2021] [Accepted: 01/17/2024] [Indexed: 01/29/2024] Open
Abstract
Kupffer cells are liver resident macrophages and play critical role in fatty liver disease, yet the underlying mechanisms remain unclear. Here, we show that activation of G-protein coupled receptor 3 (GPR3) in Kupffer cells stimulates glycolysis and protects mice from obesity and fatty liver disease. GPR3 activation induces a rapid increase in glycolysis via formation of complexes between β-arrestin2 and key glycolytic enzymes as well as sustained increase in glycolysis through transcription of glycolytic genes. In mice, GPR3 activation in Kupffer cells results in enhanced glycolysis, reduced inflammation and inhibition of high-fat diet induced obesity and liver pathogenesis. In human fatty liver biopsies, GPR3 activation increases expression of glycolytic genes and reduces expression of inflammatory genes in a population of disease-associated macrophages. These findings identify GPR3 activation as a pivotal mechanism for metabolic reprogramming of Kupffer cells and as a potential approach for treating fatty liver disease.
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Affiliation(s)
- Ting Dong
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Natural Products Chemistry, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China
| | - Guangan Hu
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
| | - Zhongqi Fan
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Hepatobiliary and Pancreatic Surgery, The First Hospital of Jilin University, Changchun, 130021, China
| | - Huirui Wang
- Department of Natural Products Chemistry, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China
| | - Yinghui Gao
- Department of Natural Products Chemistry, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China
| | - Sisi Wang
- Department of Translational Medicine, The First Hospital of Jilin University, Changchun, 130061, China
| | - Hao Xu
- Department of Translational Medicine, The First Hospital of Jilin University, Changchun, 130061, China
| | - Michael B Yaffe
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Matthew G Vander Heiden
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Dana-Farber Cancer Institute, Boston, MA, 02115, USA
| | - Guoyue Lv
- Department of Hepatobiliary and Pancreatic Surgery, The First Hospital of Jilin University, Changchun, 130021, China.
| | - Jianzhu Chen
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
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Zhang Y, Yang W, Kumagai Y, Loza M, Zhang W, Park SJ, Nakai K. Multi-omics computational analysis unveils the involvement of AP-1 and CTCF in hysteresis of chromatin states during macrophage polarization. Front Immunol 2023; 14:1304778. [PMID: 38173717 PMCID: PMC10761412 DOI: 10.3389/fimmu.2023.1304778] [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: 10/02/2023] [Accepted: 11/27/2023] [Indexed: 01/05/2024] Open
Abstract
Macrophages display extreme plasticity, and the mechanisms and applications of polarization and de-/repolarization of macrophages have been extensively investigated. However, the regulation of macrophage hysteresis after de-/repolarization remains unclear. In this study, by using a large-scale computational analysis of macrophage multi-omics data, we report a list of hysteresis genes that maintain their expression patterns after polarization and de-/repolarization. While the polarization in M1 macrophages leads to a higher level of hysteresis in genes associated with cell cycle progression, cell migration, and enhancement of the immune response, we found weak levels of hysteresis after M2 polarization. During the polarization process from M0 to M1 and back to M0, the factors IRFs/STAT, AP-1, and CTCF regulate hysteresis by altering their binding sites to the chromatin. Overall, our results show that a history of polarization can lead to hysteresis in gene expression and chromatin accessibility over a given period. This study contributes to the understanding of de-/repolarization memory in macrophages.
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Affiliation(s)
- Yubo Zhang
- Department of Computational Biology and Medical Science, the University of Tokyo, Tokyo, Japan
| | - Wenbo Yang
- Department of Computational Biology and Medical Science, the University of Tokyo, Tokyo, Japan
| | - Yutaro Kumagai
- Department of Life Science and Biotechnology, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
| | - Martin Loza
- Human Genome Center, the Institute of Medical Science, the University of Tokyo, Tokyo, Japan
| | - Weihang Zhang
- Department of Computational Biology and Medical Science, the University of Tokyo, Tokyo, Japan
| | - Sung-Joon Park
- Human Genome Center, the Institute of Medical Science, the University of Tokyo, Tokyo, Japan
| | - Kenta Nakai
- Department of Computational Biology and Medical Science, the University of Tokyo, Tokyo, Japan
- Human Genome Center, the Institute of Medical Science, the University of Tokyo, Tokyo, Japan
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25
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Liu X, Zhao Y, Niu Y, Xie Q, Nie H, Jin Y, Zhang Y, Lu Y, Zhu S, Zuo W, Yu C. Urinary single-cell sequence analysis of the urinary macrophage in different outcomes of membranous nephropathy. Clin Kidney J 2023; 16:2405-2416. [PMID: 38046013 PMCID: PMC10689170 DOI: 10.1093/ckj/sfad132] [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: 09/15/2022] [Indexed: 12/05/2023] Open
Abstract
Background Great progress has been made in the diagnosis and treatment of membranous nephropathy (MN). However, a significant number of patients do not respond to immunosuppressive therapy and eventually progress to end-stage kidney disease. To investigate the mechanism of different outcome of MN, we performed single-cell sequencing to analyze the urine cells of patients with and without complete remission of MN. Methods Urine single-cell RNA sequencing was performed on 12 healthy controls (HC) and 15 patients with MN. The patients were divided into a complete remission group (CR, n = 9) and a no remission group (NR, n = 6). Results (i) Macrophages were the largest group in urine cells, comprising 48.02%, 68.96% and 20.95% in the HC, CR and NR groups, respectively. (ii) Urinary macrophages expressing FIColin-1 and S100 calcium-binding protein A8 were mainly found in the HC and CR groups, indicating that they were derived from bone marrow and peripheral blood, while the urinary macrophages expressing the regulator of G-protein signaling 1 (RGS1) and HLA-DPA1, mainly found in the NR group, were derived from renal resident macrophages. (iii) In healthy adults, urine macrophages expressed the metallothionein family, indicating that they can regulate anti-inflammatory and proinflammatory functions bidirectionally. In the CR group, the urine macrophages showed strong proinflammatory properties. In the NR group, the urinary macrophages mainly associated with the level of proteinuria and the impaired renal function. Conclusions Our study firstly delineated the differences in urinary cell maps between healthy individuals and MN patients with CR or NR outcomes. Not only the origin but also the function of urine macrophages were different in the HC, CR and NR groups.
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Affiliation(s)
- Xi Liu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yu Zhao
- Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yangyang Niu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Qionghong Xie
- Division of Nephrology, Huashan Hospital, and Nephrology Research Institute, Fudan University, Shanghai, China
| | - Hao Nie
- Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yun Jin
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yingying Zhang
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yuqiu Lu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Saiya Zhu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Wei Zuo
- Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chen Yu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
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26
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Helble JD, Walsh MJ, McCarthy JE, Smith NP, Tirard AJ, Arnold BY, Villani AC, Hu LT. Single-cell RNA sequencing of murine ankle joints over time reveals distinct transcriptional changes following Borrelia burgdorferi infection. iScience 2023; 26:108217. [PMID: 37953958 PMCID: PMC10632114 DOI: 10.1016/j.isci.2023.108217] [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: 07/20/2023] [Revised: 09/06/2023] [Accepted: 10/11/2023] [Indexed: 11/14/2023] Open
Abstract
Lyme disease is caused by the bacterial pathogen Borrelia burgdorferi, which can be readily modeled in laboratory mice. In order to understand the cellular and transcriptional changes that occur during B. burgdorferi infection, we conducted single-cell RNA sequencing (scRNA-seq) of ankle joints of infected C57BL/6 mice over time. We found that macrophages/monocytes, T cells, synoviocytes and fibroblasts all showed significant differences in gene expression of both inflammatory and non-inflammatory genes that peaked early and returned to baseline before the typical resolution of arthritis. Predictions of cellular interactions showed that macrophages appear to communicate extensively between different clusters of macrophages as well as with fibroblasts and synoviocytes. Our data give unique insights into the interactions between B. burgdorferi and the murine immune system over time and allow for a better understanding of mechanisms by which the dysregulation of the immune response may lead to prolonged symptoms in some patients.
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Affiliation(s)
- Jennifer D. Helble
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, MA 02111, USA
| | - Michael J. Walsh
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Cancer Immunology and Virology, Dana Farber Cancer Institute, Boston, MA 02215, USA
| | - Julie E. McCarthy
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, MA 02111, USA
| | - Neal P. Smith
- Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Alice J. Tirard
- Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Benjamin Y. Arnold
- Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Linden T. Hu
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, MA 02111, USA
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27
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Kang GS, Jo HJ, Lee YR, Oh T, Park HJ, Ahn GO. Sensing the oxygen and temperature in the adipose tissues - who's sensing what? Exp Mol Med 2023; 55:2300-2307. [PMID: 37907745 PMCID: PMC10689767 DOI: 10.1038/s12276-023-01113-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/08/2023] [Accepted: 08/10/2023] [Indexed: 11/02/2023] Open
Abstract
Adipose tissues, composed of various cell types, including adipocytes, endothelial cells, neurons, and immune cells, are organs that are exposed to dynamic environmental challenges. During diet-induced obesity, white adipose tissues experience hypoxia due to adipocyte hypertrophy and dysfunctional vasculature. Under these conditions, cells in white adipose tissues activate hypoxia-inducible factor (HIF), a transcription factor that activates signaling pathways involved in metabolism, angiogenesis, and survival/apoptosis to adapt to such an environment. Exposure to cold or activation of the β-adrenergic receptor (through catecholamines or chemicals) leads to heat generation, mainly in brown adipose tissues through activating uncoupling protein 1 (UCP1), a proton uncoupler in the inner membrane of the mitochondria. White adipose tissues can undergo a similar process under this condition, a phenomenon known as 'browning' of white adipose tissues or 'beige adipocytes'. While UCP1 expression has largely been confined to adipocytes, HIF can be expressed in many types of cells. To dissect the role of HIF in specific types of cells during diet-induced obesity, researchers have generated tissue-specific knockout (KO) mice targeting HIF pathways, and many studies have commonly revealed that intact HIF-1 signaling in adipocytes and adipose tissue macrophages exacerbates tissue inflammation and insulin resistance. In this review, we highlight some of the key findings obtained from these transgenic mice, including Ucp1 KO mice and other models targeting the HIF pathway in adipocytes, macrophages, or endothelial cells, to decipher their roles in diet-induced obesity.
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Affiliation(s)
- Gi-Sue Kang
- College of Veterinary Medicine, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Korea
| | - Hye-Ju Jo
- College of Veterinary Medicine, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Korea
| | - Ye-Rim Lee
- College of Veterinary Medicine, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Korea
| | - Taerim Oh
- College of Veterinary Medicine, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Korea
| | - Hye-Joon Park
- College of Medicine, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Korea
| | - G-One Ahn
- College of Veterinary Medicine, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Korea.
- College of Medicine, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Korea.
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28
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Stansbury CM, Dotson GA, Pugh H, Rehemtulla A, Rajapakse I, Muir LA. A lipid-associated macrophage lineage rewires the spatial landscape of adipose tissue in early obesity. JCI Insight 2023; 8:e171701. [PMID: 37651193 PMCID: PMC10619435 DOI: 10.1172/jci.insight.171701] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/29/2023] [Indexed: 09/02/2023] Open
Abstract
Adipose tissue macrophage (ATM) infiltration is associated with adipose tissue dysfunction and insulin resistance in mice and humans. Recent single-cell data highlight increased ATM heterogeneity in obesity but do not provide a spatial context for ATM phenotype dynamics. We integrated single-cell RNA-Seq, spatial transcriptomics, and imaging of murine adipose tissue in a time course study of diet-induced obesity. Overall, proinflammatory immune cells were predominant in early obesity, whereas nonresident antiinflammatory ATMs predominated in chronic obesity. A subset of these antiinflammatory ATMs were transcriptomically intermediate between monocytes and mature lipid-associated macrophages (LAMs) and were consistent with a LAM precursor (pre-LAM). Pre-LAMs were spatially associated with early obesity crown-like structures (CLSs), which indicate adipose tissue dysfunction. Spatial data showed colocalization of ligand-receptor transcripts related to lipid signaling among monocytes, pre-LAMs, and LAMs, including Apoe, Lrp1, Lpl, and App. Pre-LAM expression of these ligands in early obesity suggested signaling to LAMs in the CLS microenvironment. Our results refine understanding of ATM diversity and provide insight into the dynamics of the LAM lineage during development of metabolic disease.
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Affiliation(s)
- Cooper M. Stansbury
- Department of Computational Medicine and Bioinformatics
- The Michigan Institute for Computational Discovery and Engineering
| | | | - Harrison Pugh
- Department of Computational Medicine and Bioinformatics
| | | | - Indika Rajapakse
- Department of Computational Medicine and Bioinformatics
- Department of Mathematics, University of Michigan, Ann Arbor, Michigan, USA
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29
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Wang C, Bai Y, Li T, Liu J, Wang Y, Ju S, Yao W, Xiong B, Zhou G. Beneficial effects of ginkgetin on improving nonalcoholic steatohepatitis characterized by bulk and single-cell RNA sequencing analysis. Front Pharmacol 2023; 14:1267445. [PMID: 37860111 PMCID: PMC10582714 DOI: 10.3389/fphar.2023.1267445] [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: 07/26/2023] [Accepted: 09/22/2023] [Indexed: 10/21/2023] Open
Abstract
Background and aims: Nonalcoholic steatohepatitis (NASH) has become one of the major causes of cirrhosis and liver failure. However, there are currently no approved medications for managing NASH. Our study was designed to assess the effects of ginkgetin on NASH and the involved mechanisms. Methods: We constructed a mouse model of NASH by high-fat diet for 24 weeks. The effects of ginkgetin on NASH were evaluated by histological study, Western blot, and biochemical analysis. RNA Sequencing (RNA-Seq) analysis was used to investigate the alteration in gene expression and signaling pathways at bulk and single-cell levels. Results: Administration of ginkgetin resulted in a marked improvement in hepatic lipid accumulation, inflammation, and fibrosis in the NASH model. And these results were supported by bulk RNA-Seq analysis, in which the related signaling pathways and gene expression were markedly downregulated. Furthermore, single-cell RNA-Seq (scRNA-Seq) analysis revealed that the effects of ginkgetin on NASH were associated with the reprogramming of macrophages, hepatic stellate cells, and endothelial cells. Especially, ginkgetin induced a marked decrease in macrophages and a shift from pro-inflammatory to anti-inflammatory phenotype in NASH mice. And the NASH-associated macrophages (NAMs), which emerge during NASH, were also significantly downregulated by ginkgetin. Conclusion: Ginkgetin exhibits beneficial effects on improving NASH, supported by bulk and single-cell RNA-Seq. Our study may promote pharmacological therapy for NASH and raise the existent understanding of NASH.
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Affiliation(s)
- Chaoyang Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yaowei Bai
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Tongqiang Li
- Department of Interventional Radiology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jiacheng Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yingliang Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shuguang Ju
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wei Yao
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Bin Xiong
- Department of Interventional Radiology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Guofeng Zhou
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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30
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Yang W, Kim DM, Jiang W, Ai W, Pan Q, Rahman S, Cai JJ, Brashear WA, Sun Y, Guo S. Suppression of FOXO1 attenuates inflamm-aging and improves liver function during aging. Aging Cell 2023; 22:e13968. [PMID: 37602516 PMCID: PMC10577549 DOI: 10.1111/acel.13968] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 08/04/2023] [Indexed: 08/22/2023] Open
Abstract
The liver is a key metabolic organ that maintains whole-body nutrient homeostasis. Aging-induced liver function alterations contribute to systemic susceptibility to aging-related diseases. However, the molecular mechanisms of liver aging remain insufficiently understood. In this study, we performed bulk RNA-Seq and single-cell RNA-Seq analyses to investigate the underlying mechanisms of the aging-induced liver function changes. We found that liver inflammation, glucose intolerance, and liver fat deposition were aggravated in old mice. Aging significantly increased pro-inflammation in hepatic macrophages. Furthermore, we found that Kupffer cells (KCs) were the major driver to induce pro-inflammation in hepatic macrophages during aging. In KCs, aging significantly increased pro-inflammatory levels; in monocyte-derived macrophages (MDMs), aging had a limited effect on pro-inflammation but led to a functional quiescence in antigen presentation and phagosome process. In addition, we identified an aging-responsive KC-specific (ARKC) gene set that potentially mediates aging-induced pro-inflammation in KCs. Interestingly, FOXO1 activity was significantly increased in the liver of old mice. FOXO1 inhibition by AS1842856 significantly alleviated glucose intolerance, hepatic steatosis, and systemic inflammation in old mice. FOXO1 inhibition significantly attenuated aging-induced pro-inflammation in KCs partially through downregulation of ARKC genes. However, FOXO1 inhibition had a limited effect on aging-induced functional quiescence in MDMs. These results indicate that aging induces pro-inflammation in liver mainly through targeting KCs and FOXO1 is a key player in aging-induced pro-inflammation in KCs. Thus, FOXO1 could be a potential therapeutic target for the treatment of age-associated chronic diseases.
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Affiliation(s)
- Wanbao Yang
- Department of Nutrition, College of Agriculture and Life SciencesTexas A&M UniversityCollege StationTexasUSA
| | - Da Mi Kim
- Department of Nutrition, College of Agriculture and Life SciencesTexas A&M UniversityCollege StationTexasUSA
| | - Wen Jiang
- Department of Nutrition, College of Agriculture and Life SciencesTexas A&M UniversityCollege StationTexasUSA
| | - Weiqi Ai
- Department of Nutrition, College of Agriculture and Life SciencesTexas A&M UniversityCollege StationTexasUSA
| | - Quan Pan
- Department of Nutrition, College of Agriculture and Life SciencesTexas A&M UniversityCollege StationTexasUSA
| | - Shahina Rahman
- Department of StatisticsTexas A&M UniversityCollege StationTexasUSA
| | - James J. Cai
- Department of Veterinary Integrative BiosciencesTexas A&M UniversityCollege StationTexasUSA
| | - Wesley A. Brashear
- High Performance Research ComputingTexas A&M UniversityCollege StationTexasUSA
| | - Yuxiang Sun
- Department of Nutrition, College of Agriculture and Life SciencesTexas A&M UniversityCollege StationTexasUSA
| | - Shaodong Guo
- Department of Nutrition, College of Agriculture and Life SciencesTexas A&M UniversityCollege StationTexasUSA
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31
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Leyderman M, Wilmore JR, Shope T, Cooney RN, Urao N. Impact of intestinal microenvironments in obesity and bariatric surgery on shaping macrophages. IMMUNOMETABOLISM (COBHAM, SURREY) 2023; 5:e00033. [PMID: 38037591 PMCID: PMC10683977 DOI: 10.1097/in9.0000000000000033] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 10/26/2023] [Indexed: 12/02/2023]
Abstract
Obesity is associated with alterations in tissue composition, systemic cellular metabolism, and low-grade chronic inflammation. Macrophages are heterogenous innate immune cells ubiquitously localized throughout the body and are key components of tissue homeostasis, inflammation, wound healing, and various disease states. Macrophages are highly plastic and can switch their phenotypic polarization and change function in response to their local environments. Here, we discuss how obesity alters the intestinal microenvironment and potential key factors that can influence intestinal macrophages as well as macrophages in other organs, including adipose tissue and hematopoietic organs. As bariatric surgery can induce metabolic adaptation systemically, we discuss the potential mechanisms through which bariatric surgery reshapes macrophages in obesity.
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Affiliation(s)
- Michael Leyderman
- Department of Pharmacology, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Joel R. Wilmore
- Department of Microbiology and Immunology, State University of New York Upstate Medical University, Syracuse, NY, USA
- Sepsis Interdisciplinary Research Center, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Timothy Shope
- Department of Surgery, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Robert N. Cooney
- Sepsis Interdisciplinary Research Center, State University of New York Upstate Medical University, Syracuse, NY, USA
- Department of Surgery, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Norifumi Urao
- Department of Pharmacology, State University of New York Upstate Medical University, Syracuse, NY, USA
- Sepsis Interdisciplinary Research Center, State University of New York Upstate Medical University, Syracuse, NY, USA
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32
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Sun Y, Zhang H, Zhang Y, Liu Z, He D, Xu W, Li S, Zhang C, Zhang Z. Li-Mg-Si bioceramics provide a dynamic immuno-modulatory and repair-supportive microenvironment for peripheral nerve regeneration. Bioact Mater 2023; 28:227-242. [PMID: 37292230 PMCID: PMC10245070 DOI: 10.1016/j.bioactmat.2023.05.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 06/10/2023] Open
Abstract
Biomaterials can modulate the local immune and repair-supportive microenvironments to promote peripheral nerve regeneration. Inorganic bioceramics have been widely used for regulating tissue regeneration and local immune response. However, little is known on whether inorganic bioceramics can have potential for enhancing peripheral nerve regeneration and what are the mechanisms underlying their actions. Here, the inorganic lithium-magnesium-silicon (Li-Mg-Si, LMS) bioceramics containing scaffolds are fabricated and characterized. The LMS-containing scaffolds had no cytotoxicity against rat Schwann cells (SCs), but promoted their migration and differentiation towards a remyelination state by up-regulating the expression of neurotrophic factors in a β-catenin-dependent manner. Furthermore, using single cell-sequencing, we showed that LMS-containing scaffolds promoted macrophage polarization towards the pro-regenerative M2-like cells, which subsequently facilitated the migration and differentiation of SCs. Moreover, implantation with the LMS-containing nerve guidance conduits (NGCs) increased the frequency of M2-like macrophage infiltration and enhanced nerve regeneration and motor functional recovery in a rat model of sciatic nerve injury. Collectively, these findings indicated that the inorganic LMS bioceramics offered a potential strategy for enhancing peripheral nerve regeneration by modulating the immune microenvironment and promoting SCs remyelination.
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Affiliation(s)
- Yiting Sun
- Department of Oral & Cranio-Maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
| | - Hongjian Zhang
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yu Zhang
- Department of Oral & Maxillofacial-Head & Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
| | - Zheqi Liu
- Department of Oral & Maxillofacial-Head & Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
| | - Dongming He
- Department of Oral & Cranio-Maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
| | - Wanlin Xu
- Department of Oral & Maxillofacial-Head & Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
| | - Siyi Li
- Department of Oral & Maxillofacial-Head & Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
| | - Chenping Zhang
- Department of Oral & Maxillofacial-Head & Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
| | - Zhen Zhang
- Department of Oral & Maxillofacial-Head & Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, 200011, China
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Newman NK, Zhang Y, Padiadpu J, Miranda CL, Magana AA, Wong CP, Hioki KA, Pederson JW, Li Z, Gurung M, Bruce AM, Brown K, Bobe G, Sharpton TJ, Shulzhenko N, Maier CS, Stevens JF, Gombart AF, Morgun A. Reducing gut microbiome-driven adipose tissue inflammation alleviates metabolic syndrome. MICROBIOME 2023; 11:208. [PMID: 37735685 PMCID: PMC10512512 DOI: 10.1186/s40168-023-01637-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 08/01/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND The gut microbiota contributes to macrophage-mediated inflammation in adipose tissue with consumption of an obesogenic diet, thus driving the development of metabolic syndrome. There is a need to identify and develop interventions that abrogate this condition. The hops-derived prenylated flavonoid xanthohumol (XN) and its semi-synthetic derivative tetrahydroxanthohumol (TXN) attenuate high-fat diet-induced obesity, hepatosteatosis, and metabolic syndrome in C57Bl/6J mice. This coincides with a decrease in pro-inflammatory gene expression in the gut and adipose tissue, together with alterations in the gut microbiota and bile acid composition. RESULTS In this study, we integrated and interrogated multi-omics data from different organs with fecal 16S rRNA sequences and systemic metabolic phenotypic data using a Transkingdom Network Analysis. By incorporating cell type information from single-cell RNA-seq data, we discovered TXN attenuates macrophage inflammatory processes in adipose tissue. TXN treatment also reduced levels of inflammation-inducing microbes, such as Oscillibacter valericigenes, that lead to adverse metabolic phenotypes. Furthermore, in vitro validation in macrophage cell lines and in vivo mouse supplementation showed addition of O. valericigenes supernatant induced the expression of metabolic macrophage signature genes that are downregulated by TXN in vivo. CONCLUSIONS Our findings establish an important mechanism by which TXN mitigates adverse phenotypic outcomes of diet-induced obesity and metabolic syndrome. TXN primarily reduces the abundance of pro-inflammatory gut microbes that can otherwise promote macrophage-associated inflammation in white adipose tissue. Video Abstract.
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Affiliation(s)
- N K Newman
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis, OR, USA
| | - Y Zhang
- School of Biological and Population Health Sciences, Nutrition Program, Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
- Present address: Oregon Health & Science University, Portland, OR, USA
| | - J Padiadpu
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis, OR, USA
| | - C L Miranda
- Department of Pharmaceutical Sciences, Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
| | - A A Magana
- Department of Chemistry, Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
| | - C P Wong
- School of Biological and Population Health Sciences, Nutrition Program, Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
| | - K A Hioki
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis, OR, USA
- Present address: UMASS, Amherst, MA, USA
| | - J W Pederson
- Department of Biomedical Sciences, Carlson College of Veterinary Medicine, Oregon State University, Corvallis, OR, USA
| | - Z Li
- Department of Biomedical Sciences, Carlson College of Veterinary Medicine, Oregon State University, Corvallis, OR, USA
| | - M Gurung
- Department of Biomedical Sciences, Carlson College of Veterinary Medicine, Oregon State University, Corvallis, OR, USA
- Present address: Children Nutrition Center, USDA, Little Rock, AR, USA
| | - A M Bruce
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis, OR, USA
| | - K Brown
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis, OR, USA
- Chemical, Biological & Environmental Engineering, Oregon State University, Corvallis, OR, USA
| | - G Bobe
- Department of Animal Sciences, Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
| | - T J Sharpton
- Department of Microbiology, Department of Statistics, Oregon State University, Corvallis, OR, USA
| | - N Shulzhenko
- Department of Biomedical Sciences, Carlson College of Veterinary Medicine, Oregon State University, Corvallis, OR, USA.
| | - C S Maier
- Department of Chemistry, Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
| | - J F Stevens
- Department of Pharmaceutical Sciences, Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
| | - A F Gombart
- Department of Biochemistry and Biophysics, Linus Pauling Institute, Corvallis, OR, USA.
| | - A Morgun
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis, OR, USA.
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Chowdary AR, Maerz T, Henn D, Hankenson KD, Pagani CA, Marini S, Gallagher K, Aguilar CA, Tower RJ, Levi B. Macrophage-mediated PDGF Activation Correlates With Regenerative Outcomes Following Musculoskeletal Trauma. Ann Surg 2023; 278:e349-e359. [PMID: 36111847 PMCID: PMC10014496 DOI: 10.1097/sla.0000000000005704] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Our objective was to identify macrophage subpopulations and gene signatures associated with regenerative or fibrotic healing across different musculoskeletal injury types. BACKGROUND Subpopulations of macrophages are hypothesized to fine tune the immune response after damage, promoting either normal regenerative, or aberrant fibrotic healing. METHODS Mouse single-cell RNA sequencing data before and after injury were assembled from models of musculoskeletal injury, including regenerative and fibrotic mouse volumetric muscle loss (VML), regenerative digit tip amputation, and fibrotic heterotopic ossification. R packages Harmony , MacSpectrum , and Seurat were used for data integration, analysis, and visualizations. RESULTS There was a substantial overlap between macrophages from the regenerative VML (2 mm injury) and regenerative bone models, as well as a separate overlap between the fibrotic VML (3 mm injury) and fibrotic bone (heterotopic ossification) models. We identified 2 fibrotic-like (FL 1 and FL 2) along with 3 regenerative-like (RL 1, RL 2, and RL 3) subpopulations of macrophages, each of which was transcriptionally distinct. We found that regenerative and fibrotic conditions had similar compositions of proinflammatory and anti-inflammatory macrophages, suggesting that macrophage polarization state did not correlate with healing outcomes. Receptor/ligand analysis of macrophage-to-mesenchymal progenitor cell crosstalk showed enhanced transforming growth factor β in fibrotic conditions and enhanced platelet-derived growth factor signaling in regenerative conditions. CONCLUSION Characterization of macrophage subtypes could be used to predict fibrotic responses following injury and provide a therapeutic target to tune the healing microenvironment towards more regenerative conditions.
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Affiliation(s)
- Ashish R. Chowdary
- Center for Organogenesis and Trauma, Department of Surgery, University of Texas Southwestern, Dallas, TX, 75235
| | - Tristan Maerz
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Dominic Henn
- Department of Plastic Surgery, University of Texas Southwestern, Dallas, TX, 75235
| | - Kurt D. Hankenson
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Chase A. Pagani
- Center for Organogenesis and Trauma, Department of Surgery, University of Texas Southwestern, Dallas, TX, 75235
| | - Simone Marini
- Department of Epidemiology, University of Florida, Gainesville, FL 32611, USA
| | - Katherine Gallagher
- Section of Vascular Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI 48109, USA
| | - Carlos A. Aguilar
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Robert J. Tower
- Center for Organogenesis and Trauma, Department of Surgery, University of Texas Southwestern, Dallas, TX, 75235
| | - Benjamin Levi
- Center for Organogenesis and Trauma, Department of Surgery, University of Texas Southwestern, Dallas, TX, 75235
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Khalili S, Zeinali F, Moghadam Fard A, Taha SR, Fazlollahpour Naghibi A, Bagheri K, Shariat Zadeh M, Eslami Y, Fattah K, Asadimanesh N, Azarimatin A, Khalesi B, Almasi F, Payandeh Z. Macrophage-Based Therapeutic Strategies in Hematologic Malignancies. Cancers (Basel) 2023; 15:3722. [PMID: 37509382 PMCID: PMC10378576 DOI: 10.3390/cancers15143722] [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: 06/08/2023] [Revised: 07/15/2023] [Accepted: 07/19/2023] [Indexed: 07/30/2023] Open
Abstract
Macrophages are types of immune cells, with ambivalent functions in tumor growth, which depend on the specific environment in which they reside. Tumor-associated macrophages (TAMs) are a diverse population of immunosuppressive myeloid cells that play significant roles in several malignancies. TAM infiltration in malignancies has been linked to a poor prognosis and limited response to treatments, including those using checkpoint inhibitors. Understanding the precise mechanisms through which macrophages contribute to tumor growth is an active area of research as targeting these cells may offer potential therapeutic approaches for cancer treatment. Numerous investigations have focused on anti-TAM-based methods that try to eliminate, rewire, or target the functional mediators released by these cells. Considering the importance of these strategies in the reversion of tumor resistance to conventional therapies and immune modulatory vaccination could be an appealing approach for the immunosuppressive targeting of myeloid cells in the tumor microenvironment (TME). The combination of reprogramming and TAM depletion is a special feature of this approach compared to other clinical strategies. Thus, the present review aims to comprehensively overview the pleiotropic activities of TAMs and their involvement in various stages of cancer development as a potent drug target, with a focus on hematologic tumors.
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Affiliation(s)
- Saeed Khalili
- Department of Biology Sciences, Shahid Rajaee Teacher Training University, Tehran 1678815811, Iran
| | - Fatemeh Zeinali
- Department of Immunology, Faculty of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz 6135715794, Iran
| | - Atousa Moghadam Fard
- Universal Scientific Education and Research Network (USERN), Tehran 4188783417, Iran
| | - Seyed Reza Taha
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran 1449614535, Iran
| | - Andarz Fazlollahpour Naghibi
- Infectious Diseases and Tropical Medicine Research Center, Health Research Institute, Babol University of Medical Sciences, Babol 4717641367, Iran
| | - Kimia Bagheri
- Infectious Diseases and Tropical Medicine Research Center, Health Research Institute, Babol University of Medical Sciences, Babol 4717641367, Iran
| | - Mahdieh Shariat Zadeh
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran 1449614535, Iran
| | - Yeghaneh Eslami
- Faculty of Medicine, Mazandaran University of Medical Sciences, Sari 4815733971, Iran
| | - Khashayar Fattah
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran 1985717411, Iran
| | - Naghmeh Asadimanesh
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran 1985717411, Iran
| | - Armin Azarimatin
- Department of Veterinary Medicine, Shabestar Branch, Islamic Azad University, Shabestar 5381637181, Iran
| | - Bahman Khalesi
- Department of Research and Production of Poultry Viral Vaccine, Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization, Karaj 3197619751, Iran
| | - Faezeh Almasi
- Pharmaceutical Biotechnology Lab, Department of Microbial Biotechnology, School of Biology and Center of Excellence in Phylogeny of Living Organisms, College of Science, University of Tehran, Tehran 1416634793, Iran
| | - Zahra Payandeh
- Department of Molecular Biosciences, Wenner-Gren Institute, Stockholm University, SE 106 91 Stockholm, Sweden
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Wang HW, Tang J, Sun L, Li Z, Deng M, Dai Z. Mechanism of immune attack in the progression of obesity-related type 2 diabetes. World J Diabetes 2023; 14:494-511. [PMID: 37273249 PMCID: PMC10236992 DOI: 10.4239/wjd.v14.i5.494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 03/06/2023] [Accepted: 03/30/2023] [Indexed: 05/15/2023] Open
Abstract
Obesity and overweight are widespread issues in adults, children, and adolescents globally, and have caused a noticeable rise in obesity-related complications such as type 2 diabetes mellitus (T2DM). Chronic low-grade inflammation is an important promotor of the pathogenesis of obesity-related T2DM. This proinflammatory activation occurs in multiple organs and tissues. Immune cell-mediated systemic attack is considered to contribute strongly to impaired insulin secretion, insulin resistance, and other metabolic disorders. This review focused on highlighting recent advances and underlying mechanisms of immune cell infiltration and inflammatory responses in the gut, islet, and insulin-targeting organs (adipose tissue, liver, skeletal muscle) in obesity-related T2DM. There is current evidence that both the innate and adaptive immune systems contribute to the development of obesity and T2DM.
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Affiliation(s)
- Hua-Wei Wang
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei Province, China
| | - Jun Tang
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei Province, China
| | - Li Sun
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei Province, China
| | - Zhen Li
- Department of Hepatobiliary and Pancreatic Surgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei Province, China
| | - Ming Deng
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei Province, China
| | - Zhe Dai
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei Province, China
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37
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Ferrena A, Wang J, Zhang R, Karadal-Ferrena B, Al-Hardan W, Singh S, Borjihan H, Schwartz E, Zhao H, Yang R, Geller D, Hoang B, Zheng D. SKP2 knockout in Rb1/p53 deficient mouse models of osteosarcoma induces immune infiltration and drives a transcriptional program with a favorable prognosis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.09.540053. [PMID: 37214958 PMCID: PMC10197654 DOI: 10.1101/2023.05.09.540053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Purpose Osteosarcoma (OS) is an aggressive bone malignancy with a poor prognosis. One putative proto-oncogene in OS is SKP2, encoding a substrate recognition factor of the SCF E3 ubiquitin ligase. We previously demonstrated that SKP2 knockout in murine OS improved survival and delayed tumorigenesis. Here we aim to define the SKP2 drives transcriptional program and its clinical implication in OS. Experimental Design We performed RNA-sequencing (RNA-seq) on tumors from a transgenic OS mouse model with conditional Trp53 and Rb1 knockouts in the osteoblast lineage ("DKO": Osx1-Cre;Rb1lox/lox;p53lox/lox) and a triple-knockout model with additional Skp2 germline knockout ("TKO": Osx1-Cre;Rb1lox/lox;p53lox/lox;SKP2-/-). We validated our RNA-seq findings using qPCR and immunohistochemistry. To investigate the clinical implications of our results, we analyzed a human OS patient cohort ("NCI-TARGET OS") with RNA-seq and clinical data. Results We found large differences in gene expression after SKP2 knockout. Strikingly, we observed increased expression of genes related to immune microenvironment infiltration in TKO tumors. We observed significant increases in signature genes for macrophages and to a lesser extent, T cells, B cells and vascular cells. We also uncovered a set of relevant transcription factors that may mediate the changes. In OS patient cohorts, high expression of genes upregulated in TKO was correlated with favorable overall survival, which was largely explained by the macrophage gene signatures. This relationship was further supported by our finding that SKP2 expression was negatively correlated with macrophage infiltration in the NCI-TARGET OS and the TCGA Sarcoma cohort. Conclusion Our findings indicate that SKP2 may mediate immune exclusion from the OS tumor microenvironment, suggesting that SKP2 modulation in OS may induce anti-tumor immune activation.
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Affiliation(s)
- Alexander Ferrena
- Institute for Clinical and Translational Research, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jichuan Wang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ranxin Zhang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Waleed Al-Hardan
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Swapnil Singh
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Hasibagan Borjihan
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Edward Schwartz
- Department of Oncology, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Hongling Zhao
- Department of Developmental & Molecular Biology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Rui Yang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - David Geller
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Bang Hoang
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Deyou Zheng
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA
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38
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Caratti G, Stifel U, Caratti B, Jamil AJM, Chung KJ, Kiehntopf M, Gräler MH, Blüher M, Rauch A, Tuckermann JP. Glucocorticoid activation of anti-inflammatory macrophages protects against insulin resistance. Nat Commun 2023; 14:2271. [PMID: 37080971 PMCID: PMC10119112 DOI: 10.1038/s41467-023-37831-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 04/01/2023] [Indexed: 04/22/2023] Open
Abstract
Insulin resistance (IR) during obesity is linked to adipose tissue macrophage (ATM)-driven inflammation of adipose tissue. Whether anti-inflammatory glucocorticoids (GCs) at physiological levels modulate IR is unclear. Here, we report that deletion of the GC receptor (GR) in myeloid cells, including macrophages in mice, aggravates obesity-related IR by enhancing adipose tissue inflammation due to decreased anti-inflammatory ATM leading to exaggerated adipose tissue lipolysis and severe hepatic steatosis. In contrast, GR deletion in Kupffer cells alone does not alter IR. Co-culture experiments show that the absence of GR in macrophages directly causes reduced phospho-AKT and glucose uptake in adipocytes, suggesting an important function of GR in ATM. GR-deficient macrophages are refractory to alternative ATM-inducing IL-4 signaling, due to reduced STAT6 chromatin loading and diminished anti-inflammatory enhancer activation. We demonstrate that GR has an important function in macrophages during obesity by limiting adipose tissue inflammation and lipolysis to promote insulin sensitivity.
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Affiliation(s)
- Giorgio Caratti
- Institute of Comparative Molecular Endocrinology, University of Ulm, Ulm, Germany
- NIHR Oxford Biomedical Research Centre, John Radcliffe Hospital, Oxford, OX3 9DU, UK
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, OX37LE, UK
| | - Ulrich Stifel
- Institute of Comparative Molecular Endocrinology, University of Ulm, Ulm, Germany
| | - Bozhena Caratti
- Institute of Comparative Molecular Endocrinology, University of Ulm, Ulm, Germany
| | - Ali J M Jamil
- Molecular Endocrinology & Stem Cell Research Unit, Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Kyoung-Jin Chung
- Institute for Clinical Chemistry and Laboratory Medicine, University Hospital and Faculty of Medicine, Technical University Dresden, Dresden, Germany
| | - Michael Kiehntopf
- SG Sepsis Research Clinic for Anesthesiology and Intensive Care, Jena University Hospital, Jena, Germany
| | - Markus H Gräler
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
- Center for Molecular Biomedicine (CMB), Jena University Hospital, Jena, Germany
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
| | - Matthias Blüher
- Department of Endocrinology and Nephrology, University of Leipzig, Leipzig, Germany
| | - Alexander Rauch
- Molecular Endocrinology & Stem Cell Research Unit, Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark.
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark.
- Steno Diabetes Center Odense, Odense, Denmark.
| | - Jan P Tuckermann
- Institute of Comparative Molecular Endocrinology, University of Ulm, Ulm, Germany.
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Larouche JA, Wallace EC, Spence BD, Buras E, Aguilar CA. Spatiotemporal mapping of immune and stem cell dysregulation after volumetric muscle loss. JCI Insight 2023; 8:e162835. [PMID: 36821376 PMCID: PMC10132146 DOI: 10.1172/jci.insight.162835] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 02/21/2023] [Indexed: 02/24/2023] Open
Abstract
Volumetric muscle loss (VML) is an acute trauma that results in persistent inflammation, supplantation of muscle tissue with fibrotic scarring, and decreased muscle function. The cell types, nature of cellular communication, and tissue locations that drive the aberrant VML response have remained elusive. Herein, we used spatial transcriptomics on a mouse model of VML and observed that VML engenders a unique spatial profibrotic pattern driven by crosstalk between fibrotic and inflammatory macrophages and mesenchymal-derived cells. The dysregulated response impinged on muscle stem cell-mediated repair, and targeting this circuit resulted in increased regeneration and reductions in inflammation and fibrosis. Collectively, these results enhance our understanding of the cellular crosstalk that drives aberrant regeneration and provides further insight into possible avenues for fibrotic therapy exploration.
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Affiliation(s)
| | | | | | - Eric Buras
- Biointerfaces Institute
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, and
| | - Carlos A. Aguilar
- Department of Biomedical Engineering
- Biointerfaces Institute
- Program in Cellular and Molecular Biology, University of Michigan (UM), Ann Arbor, Michigan, USA
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40
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Maniyadath B, Zhang Q, Gupta RK, Mandrup S. Adipose tissue at single-cell resolution. Cell Metab 2023; 35:386-413. [PMID: 36889280 PMCID: PMC10027403 DOI: 10.1016/j.cmet.2023.02.002] [Citation(s) in RCA: 76] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 01/22/2023] [Accepted: 02/03/2023] [Indexed: 03/09/2023]
Abstract
Adipose tissue exhibits remarkable plasticity with capacity to change in size and cellular composition under physiological and pathophysiological conditions. The emergence of single-cell transcriptomics has rapidly transformed our understanding of the diverse array of cell types and cell states residing in adipose tissues and has provided insight into how transcriptional changes in individual cell types contribute to tissue plasticity. Here, we present a comprehensive overview of the cellular atlas of adipose tissues focusing on the biological insight gained from single-cell and single-nuclei transcriptomics of murine and human adipose tissues. We also offer our perspective on the exciting opportunities for mapping cellular transitions and crosstalk, which have been made possible by single-cell technologies.
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Affiliation(s)
- Babukrishna Maniyadath
- Center for Functional Genomics and Tissue Plasticity, Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense M, Denmark
| | - Qianbin Zhang
- Department of Internal Medicine, Touchstone Diabetes Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Rana K Gupta
- Department of Internal Medicine, Touchstone Diabetes Center, UT Southwestern Medical Center, Dallas, TX, USA.
| | - Susanne Mandrup
- Center for Functional Genomics and Tissue Plasticity, Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense M, Denmark.
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41
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Matz AJ, Qu L, Karlinsey K, Vella AT, Zhou B. Capturing the multifaceted function of adipose tissue macrophages. Front Immunol 2023; 14:1148188. [PMID: 36875144 PMCID: PMC9977801 DOI: 10.3389/fimmu.2023.1148188] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 02/06/2023] [Indexed: 02/18/2023] Open
Abstract
Adipose tissue macrophages (ATMs) bolster obesity-induced metabolic dysfunction and represent a targetable population to lessen obesity-associated health risks. However, ATMs also facilitate adipose tissue function through multiple actions, including adipocyte clearance, lipid scavenging and metabolism, extracellular remodeling, and supporting angiogenesis and adipogenesis. Thus, high-resolution methods are needed to capture macrophages' dynamic and multifaceted functions in adipose tissue. Herein, we review current knowledge on regulatory networks critical to macrophage plasticity and their multifaceted response in the complex adipose tissue microenvironment.
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Affiliation(s)
- Alyssa J. Matz
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT, United States
| | - Lili Qu
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT, United States
| | - Keaton Karlinsey
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT, United States
| | - Anthony T. Vella
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT, United States
- Institute for Systems Genomics, University of Connecticut, Farmington, CT, United States
| | - Beiyan Zhou
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT, United States
- Institute for Systems Genomics, University of Connecticut, Farmington, CT, United States
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Zhang B, Roesner LM, Traidl S, Koeken VACM, Xu CJ, Werfel T, Li Y. Single-cell profiles reveal distinctive immune response in atopic dermatitis in contrast to psoriasis. Allergy 2023; 78:439-453. [PMID: 35986602 DOI: 10.1111/all.15486] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 06/21/2022] [Accepted: 07/18/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Understanding the complex orchestrated inflammation in atopic dermatitis (AD), one of the most common chronic inflammatory diseases worldwide, is essential for therapeutic approaches. However, a comparative analysis on the single-cell level of the inflammation signatures correlated with the severity is missing so far. METHODS We applied single-cell RNA and T-cell receptor (TCR) sequencing on immune cells enriched from skin biopsies and matched blood samples of AD in comparison with psoriasis (PS) patients. RESULTS Clonally propagated skin-derived T cells showed disease-specific TCR motifs shared between patients which was more pronounced in PS compared to AD. The disease-specific T-cell clusters were mostly of a Th2/Th22 sub-population in AD and Th17/Tc17 in PS, and their numbers were associated with severity scores in both diseases. Herein, we provide for the first time a list that associates cell type-specific gene expression with the severity of the two most common chronic inflammatory skin diseases. Investigating the cell signatures in the patients´ PBMCs and skin stromal cells, a systemic involvement of type-3 inflammation was clearly detectable in PS circulating cells, while in AD inflammatory signatures were most pronounced in fibroblasts, pericytes, and keratinocytes. Compositional and functional analyses of myeloid cells revealed the activation of antiviral responses in macrophages in association with disease severity in both diseases. CONCLUSION Different disease-driving cell types and subtypes which contribute to the hallmarks of type-2 and type-3 inflammatory signatures and are associated with disease activities could be identified by single-cell RNA-seq and TCR-seq in AD and PS.
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Affiliation(s)
- Bowen Zhang
- Department of Computational Biology for Individualised Medicine, Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI), Hannover Medical School (MHH), Hannover, Germany.,TWINCORE, a joint venture between the Helmholtz-Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany
| | - Lennart M Roesner
- Department of Dermatology and Allergy, Division of Immunodermatology and Allergy Research, Hannover Medical School, Hannover, Germany.,Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, Hannover, Germany
| | - Stephan Traidl
- Department of Dermatology and Allergy, Division of Immunodermatology and Allergy Research, Hannover Medical School, Hannover, Germany.,Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, Hannover, Germany
| | - Valerie A C M Koeken
- Department of Computational Biology for Individualised Medicine, Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI), Hannover Medical School (MHH), Hannover, Germany.,TWINCORE, a joint venture between the Helmholtz-Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.,Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Cheng-Jian Xu
- Department of Computational Biology for Individualised Medicine, Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI), Hannover Medical School (MHH), Hannover, Germany.,TWINCORE, a joint venture between the Helmholtz-Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.,Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Thomas Werfel
- Department of Dermatology and Allergy, Division of Immunodermatology and Allergy Research, Hannover Medical School, Hannover, Germany.,Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, Hannover, Germany
| | - Yang Li
- Department of Computational Biology for Individualised Medicine, Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI), Hannover Medical School (MHH), Hannover, Germany.,TWINCORE, a joint venture between the Helmholtz-Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.,Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, Hannover, Germany.,Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
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43
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Donoso‐Meneses D, Figueroa‐Valdés AI, Georges N, Tobar HE, Alcayaga‐Miranda F. Turning adversity into opportunity: Small extracellular vesicles as nanocarriers for tumor-associated macrophages re-education. Bioeng Transl Med 2023; 8:e10349. [PMID: 36684102 PMCID: PMC9842057 DOI: 10.1002/btm2.10349] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 04/18/2022] [Accepted: 04/21/2022] [Indexed: 01/25/2023] Open
Abstract
Currently, small extracellular vesicles (sEV) as a nanoscale drug delivery system, are undergoing biotechnological scaling and clinical validation. Nonetheless, preclinical pharmacokinetic studies revealed that sEV are predominantly uptaken by macrophages. Although this "sEV-macrophage" propensity represents a disadvantage in terms of sEV targeting and their bioavailability as nanocarriers, it also represents a strategic advantage for those therapies that involve macrophages. Such is the case of tumor-associated macrophages (TAMs), which can reprogram/repolarize their predominantly immunosuppressive and tumor-supportive phenotype toward an immunostimulatory and anti-tumor phenotype using sEV as nanocarriers of TAMs reprogramming molecules. In this design, sEV represents an advantageous delivery system, providing precision to the therapy by simultaneously matching their tropism to the therapeutic cell target. Here, we review the current knowledge of the role of TAMs in the tumoral microenvironment and the effect generated by the reprogramming of these phagocytic cells fate using sEV. Finally, we discuss how these vesicles can be engineered by different bioengineering techniques to improve their therapeutic cargo loading and preferential uptake by TAMs.
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Affiliation(s)
- Dario Donoso‐Meneses
- Laboratory of Nano‐Regenerative Medicine, Centro de Investigación e Innovación Biomédica (CIIB), Faculty of MedicineUniversidad de Los AndesSantiagoChile
- Consorcio RegeneroChilean Consortium for Regenerative MedicineSantiagoChile
- IMPACTCenter of Interventional Medicine for Precision and Advanced Cellular TherapySantiagoChile
| | - Aliosha I. Figueroa‐Valdés
- Laboratory of Nano‐Regenerative Medicine, Centro de Investigación e Innovación Biomédica (CIIB), Faculty of MedicineUniversidad de Los AndesSantiagoChile
- Consorcio RegeneroChilean Consortium for Regenerative MedicineSantiagoChile
- IMPACTCenter of Interventional Medicine for Precision and Advanced Cellular TherapySantiagoChile
| | - Nicolás Georges
- Laboratory of Nano‐Regenerative Medicine, Centro de Investigación e Innovación Biomédica (CIIB), Faculty of MedicineUniversidad de Los AndesSantiagoChile
- Consorcio RegeneroChilean Consortium for Regenerative MedicineSantiagoChile
- IMPACTCenter of Interventional Medicine for Precision and Advanced Cellular TherapySantiagoChile
| | - Hugo E. Tobar
- Laboratory of Nano‐Regenerative Medicine, Centro de Investigación e Innovación Biomédica (CIIB), Faculty of MedicineUniversidad de Los AndesSantiagoChile
- IMPACTCenter of Interventional Medicine for Precision and Advanced Cellular TherapySantiagoChile
| | - Francisca Alcayaga‐Miranda
- Laboratory of Nano‐Regenerative Medicine, Centro de Investigación e Innovación Biomédica (CIIB), Faculty of MedicineUniversidad de Los AndesSantiagoChile
- Consorcio RegeneroChilean Consortium for Regenerative MedicineSantiagoChile
- IMPACTCenter of Interventional Medicine for Precision and Advanced Cellular TherapySantiagoChile
- School of Medicine, Faculty of MedicineUniversidad de Los AndesSantiagoChile
- Cells for CellsSantiagoChile
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Kolb H. Obese visceral fat tissue inflammation: from protective to detrimental? BMC Med 2022; 20:494. [PMID: 36575472 PMCID: PMC9795790 DOI: 10.1186/s12916-022-02672-y] [Citation(s) in RCA: 107] [Impact Index Per Article: 35.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 11/21/2022] [Indexed: 12/28/2022] Open
Abstract
Obesity usually is accompanied by inflammation of fat tissue, with a prominent role of visceral fat. Chronic inflammation in obese fat tissue is of a lower grade than acute immune activation for clearing the tissue from an infectious agent. It is the loss of adipocyte metabolic homeostasis that causes activation of resident immune cells for supporting tissue functions and regaining homeostasis. Initially, the excess influx of lipids and glucose in the context of overnutrition is met by adipocyte growth and proliferation. Eventual lipid overload of hypertrophic adipocytes leads to endoplasmic reticulum stress and the secretion of a variety of signals causing increased sympathetic tone, lipolysis by adipocytes, lipid uptake by macrophages, matrix remodeling, angiogenesis, and immune cell activation. Pro-inflammatory signaling of adipocytes causes the resident immune system to release increased amounts of pro-inflammatory and other mediators resulting in enhanced tissue-protective responses. With chronic overnutrition, these protective actions are insufficient, and death of adipocytes as well as senescence of several tissue cell types is seen. This structural damage causes the expression or release of immunostimulatory cell components resulting in influx and activation of monocytes and many other immune cell types, with a contribution of stromal cells. Matrix remodeling and angiogenesis is further intensified as well as possibly detrimental fibrosis. The accumulation of senescent cells also may be detrimental via eventual spread of senescence state from affected to neighboring cells by the release of microRNA-containing vesicles. Obese visceral fat inflammation can be viewed as an initially protective response in order to cope with excess ambient nutrients and restore tissue homeostasis but may contribute to tissue damage at a later stage.
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Affiliation(s)
- Hubert Kolb
- Faculty of Medicine, University of Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany. .,West-German Centre of Diabetes and Health, Düsseldorf Catholic Hospital Group, Hohensandweg 37, 40591, Düsseldorf, Germany.
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45
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Qu L, Matz AJ, Karlinsey K, Cao Z, Vella AT, Zhou B. Macrophages at the Crossroad of Meta-Inflammation and Inflammaging. Genes (Basel) 2022; 13:2074. [PMID: 36360310 PMCID: PMC9690997 DOI: 10.3390/genes13112074] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/24/2022] [Accepted: 11/07/2022] [Indexed: 08/29/2023] Open
Abstract
Macrophages are central players in systemic inflammation associated with obesity and aging, termed meta-inflammation and inflammaging. Activities of macrophages elicited by the two chronic conditions display shared and distinct patterns mechanistically, resulting in multifaceted actions for their pathogenic roles. Drastically expanded tissue macrophage populations under obesity and aging stress attribute to both enhanced recruitment and local expansion. Importantly, molecular networks governing the multifaceted actions of macrophages are directly altered by environmental cues and subsequently contribute to metabolic reprogramming, resulting in meta-inflammation in obesity or inflammaging in aging. In this review, we will summarize how meta-inflammation and inflammaging affect macrophages and the molecular mechanisms involved in these processes.
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Affiliation(s)
- Lili Qu
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT 06030, USA
| | - Alyssa J. Matz
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT 06030, USA
| | - Keaton Karlinsey
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT 06030, USA
| | - Ziming Cao
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT 06030, USA
| | - Anthony T. Vella
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT 06030, USA
- Institute for Systems Genomics, University of Connecticut, Farmington, CT 06030, USA
| | - Beiyan Zhou
- Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT 06030, USA
- Institute for Systems Genomics, University of Connecticut, Farmington, CT 06030, USA
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46
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Qi Y, Hui XH. The Single-Cell Revelation of Thermogenic Adipose Tissue. Mol Cells 2022; 45:673-684. [PMID: 36254709 PMCID: PMC9589375 DOI: 10.14348/molcells.2022.0092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 07/07/2022] [Accepted: 07/11/2022] [Indexed: 11/07/2022] Open
Abstract
The past two decades have witnessed an upsurge in the appreciation of adipose tissue (AT) as an immuno-metabolic hub harbouring heterogeneous cell populations that collectively fine-tune systemic metabolic homeostasis. Technological advancements, especially single-cell transcriptomics, have offered an unprecedented opportunity for dissecting the sophisticated cellular networks and compositional dynamics underpinning AT remodelling. The "re-discovery" of functional brown adipose tissue dissipating heat energy in human adults has aroused tremendous interest in exploiting the mechanisms underpinning the engagement of AT thermogenesis for combating human obesity. In this review, we aim to summarise and evaluate the use of single-cell transcriptomics that contribute to a better appreciation of the cellular plasticity and intercellular crosstalk in thermogenic AT.
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Affiliation(s)
- Yue Qi
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Xiaoyan Hannah Hui
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
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47
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Gao T, Chen S, Han Y, Zhang D, Tan Y, He Y, Liu M. Ameliorating Inflammation in Insulin-resistant Rat Adipose Tissue with Abdominal Massage Regulates SIRT1/NF-κB Signaling. Cell Biochem Biophys 2022; 80:579-589. [PMID: 35907080 PMCID: PMC9388453 DOI: 10.1007/s12013-022-01085-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 07/18/2022] [Indexed: 12/12/2022]
Abstract
It was the aim of this study to determine whether abdominal massage reverses high-fat diet-induced insulin resistance compared with RSV treatment. A total of sixty male Sprague-Dawley rats were randomly placed in one of four groups:the non-fat diet (NFD), the high-fat diet (HFD), the HFD with abdominal massage (HFD+ AM), and the HFD plus resveratrol (HFD+ RSV). For eight weeks, rats were fed high-fat diets to create insulin resistance, followed by six weeks of either AM or RSV. Molecular mechanisms of adipogenesis and cytokine production in rats with high-fat diets were investigated. The model rat adipose tissue showed significant improvements in obesity, glucose intolerance, and the accumulation of lipid in the body [the total cholesterol level (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C)], metabolic effects of glucose [The fasting blood glucose (FBG), Fasting insulin levels (FINS)], inflammatory status [interleukin-6 (IL-6) and tumor necrosis factor (TNF)-α, C-reactive protein (CRP)], and macrophage polarization after AM or RSV treatment. Further, AM increased SIRT1/NF-κB signaling in rat adipose tissue. Accordingly, in rat adipose tissue, our results indicate that AM regulates the secretion of proinflammatory cytokines, blood sugar levels, and related signaling pathways, contributing to improvement of IR, which may serves as a new therapeutic approach for the treatment for IR.
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Affiliation(s)
- Tianjiao Gao
- Departments of Acupuncture and Massage, Changchun University of Chinese Medicine, Changchun, Jilin Province, 130117, PR China
| | - Shaotao Chen
- Departments of Acupuncture and Massage, Changchun University of Chinese Medicine, Changchun, Jilin Province, 130117, PR China
| | - Yiran Han
- Departments of Acupuncture and Massage, Changchun University of Chinese Medicine, Changchun, Jilin Province, 130117, PR China
| | - Dongmei Zhang
- Departments of Acupuncture and Massage, Changchun University of Chinese Medicine, Changchun, Jilin Province, 130117, PR China
| | - Yi Tan
- Departments of Acupuncture and Massage, Changchun University of Chinese Medicine, Changchun, Jilin Province, 130117, PR China
| | - Yutao He
- Departments of Acupuncture and Massage, Changchun University of Chinese Medicine, Changchun, Jilin Province, 130117, PR China
| | - Mingjun Liu
- Departments of Acupuncture and Massage, Changchun University of Chinese Medicine, Changchun, Jilin Province, 130117, PR China.
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48
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Case EDR, Mahapatra S, Hoffpauir CT, Konganti K, Hillhouse AE, Samuel JE, Van Schaik EJ. Primary Murine Macrophages as a Tool for Virulence Factor Discovery in Coxiella burnetii. Microbiol Spectr 2022; 10:e0248421. [PMID: 35913176 PMCID: PMC9430109 DOI: 10.1128/spectrum.02484-21] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 05/16/2022] [Indexed: 11/21/2022] Open
Abstract
Coxiella burnetii requires a type IVB secretion system (T4SS) to promote intracellular replication and virulence. We hypothesized that Coxiella employs its T4SS to secrete effectors that enable stealthy colonization of immune cells. To address this, we used RNA sequencing to compare the transcriptional response of murine bone marrow-derived macrophages (BMDM) infected with those of wild-type Coxiella and a T4SS-null mutant at 8 and 24 h postinfection. We found a T4SS-independent upregulation of proinflammatory transcripts which was consistent with a proinflammatory polarization phenotype. Despite this, infected BMDM failed to completely polarize, as evidenced by modest surface expression of CD38 and CD11c, nitrate production, and reduced proinflammatory cytokine and chemokine secretion compared to positive controls. As these BMDM permitted replication of C. burnetii, we employed them to identify T4SS effectors that are essential in the specific cellular context of a primary macrophage. We found five Himar1 transposon mutants in T4SS effectors that had a replication defect in BMDM but not J774A.1 cells. The mutants were also attenuated in a SCID mouse model of infection. Among these candidate virulence factors, we found that CBU1639 contributed to the inhibition of macrophage proinflammatory responses to Coxiella infection. These data demonstrate that while T4SS is dispensable for the stealthy invasion of primary macrophages, Coxiella has evolved multiple T4SS effectors that specifically target macrophage function to proliferate within that specific cellular context. IMPORTANCE Coxiella burnetii, the causative agent of Q fever, preferentially infects macrophages of the respiratory tract when causing human disease. This work describes how primary macrophages respond to C. burnetii at the earliest stages of infection, before bacterial replication. We found that while infected macrophages increase expression of proinflammatory genes after bacterial entry, they fail to activate the accompanying antibacterial functions that might ultimately control the infection. This disconnect between initial response and downstream function was not mediated by the bacterium's type IVB secretion system, suggesting that Coxiella has other virulence factors that dampen host responses early in the infection process. Nevertheless, we were able to identify several type IVB secreted effectors that were specifically required for survival in macrophages and mice. This work is the first to identify type IVB secretion effectors that are specifically required for infection and replication within primary macrophages.
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Affiliation(s)
| | - Saugata Mahapatra
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan, Texas, USA
| | - Caitlyn T. Hoffpauir
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan, Texas, USA
| | - Kranti Konganti
- Institute for Genome Sciences and Society, Texas A&M University, College Station, Texas, USA
| | - Andrew E. Hillhouse
- Institute for Genome Sciences and Society, Texas A&M University, College Station, Texas, USA
| | - James E. Samuel
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan, Texas, USA
| | - Erin J. Van Schaik
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan, Texas, USA
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49
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Stevens J, Steinmeyer S, Bonfield M, Peterson L, Wang T, Gray J, Lewkowich I, Xu Y, Du Y, Guo M, Wynn JL, Zacharias W, Salomonis N, Miller L, Chougnet C, O’Connor DH, Deshmukh H. The balance between protective and pathogenic immune responses to pneumonia in the neonatal lung is enforced by gut microbiota. Sci Transl Med 2022; 14:eabl3981. [PMID: 35704600 PMCID: PMC10032669 DOI: 10.1126/scitranslmed.abl3981] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Although modern clinical practices such as cesarean sections and perinatal antibiotics have improved infant survival, treatment with broad-spectrum antibiotics alters intestinal microbiota and causes dysbiosis. Infants exposed to perinatal antibiotics have an increased likelihood of life-threatening infections, including pneumonia. Here, we investigated how the gut microbiota sculpt pulmonary immune responses, promoting recovery and resolution of infection in newborn rhesus macaques. Early-life antibiotic exposure interrupted the maturation of intestinal commensal bacteria and disrupted the developmental trajectory of the pulmonary immune system, as assessed by single-cell proteomic and transcriptomic analyses. Early-life antibiotic exposure rendered newborn macaques more susceptible to bacterial pneumonia, concurrent with increases in neutrophil senescence and hyperinflammation, broad inflammatory cytokine signaling, and macrophage dysfunction. This pathogenic reprogramming of pulmonary immunity was further reflected by a hyperinflammatory signature in all pulmonary immune cell subsets coupled with a global loss of tissue-protective, homeostatic pathways in the lungs of dysbiotic newborns. Fecal microbiota transfer was associated with partial correction of the broad immune maladaptations and protection against severe pneumonia. These data demonstrate the importance of intestinal microbiota in programming pulmonary immunity and support the idea that gut microbiota promote the balance between pathways driving tissue repair and inflammatory responses associated with clinical recovery from infection in infants. Our results highlight a potential role for microbial transfer for immune support in these at-risk infants.
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Affiliation(s)
- Joseph Stevens
- Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
- Medical Scientist Training Program, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Shelby Steinmeyer
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Madeline Bonfield
- Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Laura Peterson
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Timothy Wang
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Jerilyn Gray
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Ian Lewkowich
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Yan Xu
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
- Division of Bioinformatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Yina Du
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Minzhe Guo
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - James L. Wynn
- Department of Pediatrics, University of Florida College of Medicine, Gainesville, FL 32610, USA
| | - William Zacharias
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Nathan Salomonis
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
- Division of Bioinformatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Lisa Miller
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary Medicine, University of California, Davis, Davis, CA 95616, USA
- California National Primate Research Center, Davis, CA 95616, USA
| | - Claire Chougnet
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Dennis Hartigan O’Connor
- California National Primate Research Center, Davis, CA 95616, USA
- Department of Medical Microbiology and Immunology, University of California, Davis, Davis, CA 95616, USA
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA 94110, USA
| | - Hitesh Deshmukh
- Division of Neonatology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
- Corresponding author.
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50
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Su F, Zhang W, Meng L, Zhang W, Liu X, Liu X, Chen M, Zhang Y, Xiao F. Multimodal Single-Cell Analyses Outline the Immune Microenvironment and Therapeutic Effectors of Interstitial Cystitis/Bladder Pain Syndrome. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2106063. [PMID: 35470584 PMCID: PMC9218658 DOI: 10.1002/advs.202106063] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/21/2022] [Indexed: 06/14/2023]
Abstract
Interstitial cystitis/bladder pain syndrome (IC/BPS) has a significant impact on quality of life, but the etiopathogenesis remains largely unknown. The bladder microenvironment of patients with IC/BPS to obtain biological evidence supporting diagnosis and novel therapy is systematically characterized. Single-cell RNA sequencing (scRNA-seq) and image mass cytometry (IMC) are applied to bladder biopsies of the IC/BPS cohort. A total of 42 distinct cell clusters are identified from different groups. The increased hyperactivated Th1-biased response, but not Th2-biased response, and decreased immunosuppressive Treg are elucidated in the bladder microenvironment of non-Hunner-type IC (NHIC)/Hunner-type IC (HIC). M2/M2-like macrophage extends in the HIC and M1-like macrophage extends in NHIC, all of which secrete a range of chemokines with different pattern. The pro-inflammatory mediators, TNF-α, produced by tissue-resident macrophages and IL6, by the inflammatory fibroblasts are identified as key mediators of IC/BPS pathogenesis. Additionally, a regulatory network between different cell types is observed as a shift from structural cell communication in unaffected normal bladder to a Macrophage-Endothelial-dominated interactome in NHIC/HIC. The results demonstrate the high heterogeneity in NHIC/HIC, and provide an essential resource for diagnosis, and treatment of IC/BPS in the future by highlighting the importance of the microenvironment of bladder mucosa.
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Affiliation(s)
- Fei Su
- Clinical BiobankBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
- The Key Laboratory of GeriatricsBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
| | - Wei Zhang
- Department of PathologyBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
| | - Lingfeng Meng
- Department of UrologyBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
| | - Wei Zhang
- Department of UrologyBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
| | - Xiaodong Liu
- Department of UrologyBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
| | - Xiaorui Liu
- Shanghai Key Laboratory of Embryo Original DiseasesThe International Peace Maternity and Child Health HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200030P. R. China
| | - Meng Chen
- Key Laboratory for National Cancer Big Data Analysis and ImplementNational Cancer Data CenterNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Yaoguang Zhang
- Department of UrologyBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
| | - Fei Xiao
- Clinical BiobankBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
- The Key Laboratory of GeriatricsBeijing HospitalNational Center of GerontologyInstitute of Geriatric MedicineChinese Academy of Medical SciencesBeijing100730P. R. China
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