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Li J, Yang G, Liu J, Li G, Zhou H, He Y, Fei X, Zhao D. Integrating transcriptomics, eQTL, and Mendelian randomization to dissect monocyte roles in severe COVID-19 and gout flare. Front Genet 2024; 15:1385316. [PMID: 39385934 PMCID: PMC11461236 DOI: 10.3389/fgene.2024.1385316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 09/10/2024] [Indexed: 10/12/2024] Open
Abstract
Introduction There are considerable similarities between the pathophysiology of gout flare and the dysregulated inflammatory response in severe COVID-19 infection. Monocytes are the key immune cells involved in the pathogenesis of both diseases. Therefore, it is critical to elucidate the molecular basis of the function of monocytes in gout and COVID-19 in order to develop more effective therapeutic approaches. Methods The single-cell RNA sequencing (scRNA-seq), large-scale genome-wide association studies (GWAS), and expression quantitative trait loci (eQTL) data of gout and severe COVID-19 were comprehensively analyzed. Cellular heterogeneity and intercellular communication were identified using the scRNA-seq datasets, and the monocyte-specific differentially expressed genes (DEGs) between COVID-19, gout and normal subjects were screened. In addition, the correlation of the DEGs with severe COVID-19 and gout flare was analyzed through GWAS statistics and eQTL data. Results The scRNA-seq analysis exhibited that the proportion of classical monocytes was increased in both severe COVID-19 and gout patient groups compared to healthy controls. Differential expression analysis and MR analysis showed that NLRP3 was positively associated with the risk of severe COVID-19 and involved 11 SNPs, of which rs4925547 was not significantly co-localized. In contrast, IER3 was positively associated with the risk of gout and involved 9 SNPs, of which rs1264372 was significantly co-localized. Discussion Monocytes have a complex role in gout flare and severe COVID-19, which underscores the potential mechanisms and clinical significance of the interaction between the two diseases.
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Affiliation(s)
- Jiajia Li
- Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Guixian Yang
- Third Affiliated Clinical Hospital to Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Junnan Liu
- Third Affiliated Clinical Hospital to Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Guofeng Li
- Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Huiling Zhou
- Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Yuan He
- Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Xinru Fei
- Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Dongkai Zhao
- Third Affiliated Clinical Hospital to Changchun University of Chinese Medicine, Changchun, Jilin, China
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Yuan J, Guo L, Wang J, Zhou Z, Wu C. α-parvin controls chondrocyte column formation and regulates long bone development. Bone Res 2023; 11:46. [PMID: 37607905 PMCID: PMC10444880 DOI: 10.1038/s41413-023-00284-7] [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] [Received: 04/19/2023] [Revised: 07/09/2023] [Accepted: 07/19/2023] [Indexed: 08/24/2023] Open
Abstract
Endochondral ossification requires proper control of chondrocyte proliferation, differentiation, survival, and organization. Here we show that knockout of α-parvin, an integrin-associated focal adhesion protein, from murine limbs causes defects in endochondral ossification and dwarfism. The mutant long bones were shorter but wider, and the growth plates became disorganized, especially in the proliferative zone. With two-photon time-lapse imaging of bone explant culture, we provide direct evidence showing that α-parvin regulates chondrocyte rotation, a process essential for chondrocytes to form columnar structure. Furthermore, loss of α-parvin increased binucleation, elevated cell death, and caused dilation of the resting zones of mature growth plates. Single-cell RNA-seq analyses revealed alterations of transcriptome in all three zones (i.e., resting, proliferative, and hypertrophic zones) of the growth plates. Our results demonstrate a crucial role of α-parvin in long bone development and shed light on the cellular mechanism through which α-parvin regulates the longitudinal growth of long bones.
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Affiliation(s)
- Jifan Yuan
- Guangdong Provincial Key Laboratory of Cell Microenvironment and Disease Research, Shenzhen Key Laboratory of Cell Microenvironment, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, 999077, China
| | - Ling Guo
- Shenzhen Key Laboratory of Epigenetics and Precision Medicine for Cancers, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Jiaxin Wang
- Shenzhen Key Laboratory of Epigenetics and Precision Medicine for Cancers, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Zhongjun Zhou
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, 999077, China.
| | - Chuanyue Wu
- Guangdong Provincial Key Laboratory of Cell Microenvironment and Disease Research, Shenzhen Key Laboratory of Cell Microenvironment, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China.
- Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
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Huang J, Zhang W, Xiang R, Tan L, Liu P, Tao Z, Deng Y, Tong H, Xu Y. The early-phase transcriptome and the clinical efficacy analysis in three modes of subcutaneous immunotherapy for allergic rhinitis. World Allergy Organ J 2023; 16:100811. [PMID: 37701629 PMCID: PMC10493265 DOI: 10.1016/j.waojou.2023.100811] [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: 03/04/2023] [Revised: 07/24/2023] [Accepted: 08/12/2023] [Indexed: 09/14/2023] Open
Abstract
Background Allergen immunotherapy is the only etiological treatment for allergic rhinitis. Objective To analyze the efficacy, safety, and mechanism of subcutaneous immunotherapy (SCIT). Methods The efficacy, safety, and serum immunological changes of 3 modes of subcutaneous immunotherapy were compared. Peripheral blood mononuclear cells (PBMC) transcriptome changes were obtained on the Illumina sequencing platforms. We confirmed differentially expressed genes (DEGs) by quantitative real-time polymerase chain reaction (PCR). The DEGs were analyzed by gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and protein-protein interaction (PPI) networks. The correlation between the common DEGs and clinical indicators was analyzed by Origin 2022. Results The 3 SCITs were all effective after 1 year. The Combined Symptom and Medication Score (CSMS) and Visual Analog Score (VAS) in rush immunotherapy (RIT) are lowest after 24 and 48 weeks of treatment among the 3 groups. After treatment, the levels of sIgE, sIgE/tIgE, Th2 cytokines, Th17 cytokines, and percentage of peripheral eosinophils (EOS%) decreased significantly (P<0.05), while the levels of Th1 type cytokines did not change significantly. Transcriptome analysis identified 24, 24, and 91 DEGs at W3 and 42, 52, 175 DEGs at W7 in conventional immunotherapy (CIT), cluster immunotherapy (CLIT), and RIT groups, respectively. The pathways and functions involved in SCIT include secretion of Th1/2 cytokines, immune cell differentiation. Unlike CIT and CLIT, DEGs are also involved in T cell tolerance induction, T cell anergy, and lymphocyte anergy in RIT. CXCR1, CXCR2, and IER3 had a specific effect on reflecting the improvement of symptoms in allergic rhinitis patients with SCIT. Conclusion The clinical efficacy of RIT appeared earlier than CIT and CLIT. Clinicians can use the highly conserved gene expression profile to evaluate responses to immunotherapy.
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Affiliation(s)
- Jingyu Huang
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Wei Zhang
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Rong Xiang
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Lu Tan
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Peiqiang Liu
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Zezhang Tao
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
- Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yuqin Deng
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Huan Tong
- Wound Repair&Rehabilitation Center Department, Tongren Hospital of Wuhan University (Wuhan Third Hospital), Wuhan, China
| | - Yu Xu
- Department of Rhinology and Allergy, Otolaryngology-Head and Neck Surgery Center, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Province Key Laboratory of Allergy and Immunology, Wuhan, China
- Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China
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Baciu C, Sage A, Zamel R, Shin J, Bai XH, Hough O, Bhat M, Yeung JC, Cypel M, Keshavjee S, Liu M. Transcriptomic investigation reveals donor-specific gene signatures in human lung transplants. Eur Respir J 2021; 57:13993003.00327-2020. [PMID: 33122335 DOI: 10.1183/13993003.00327-2020] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 10/05/2020] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Transplantation of lungs from donation after circulatory death (DCD) in addition to donation after brain death (DBD) became routine worldwide to address the global organ shortage. The development of ex vivo lung perfusion (EVLP) for donor lung assessment and repair contributed to the increased use of DCD lungs. We hypothesise that a better understanding of the differences between lungs from DBD and DCD donors, and between EVLP and directly transplanted (non-EVLP) lungs, will lead to the discovery of the injury-specific targets for donor lung repair and reconditioning. METHODS Tissue biopsies from human DBD (n=177) and DCD (n=65) donor lungs, assessed with or without EVLP, were collected at the end of cold ischaemic time. All samples were processed with microarray assays. Gene expression, network and pathway analyses were performed using R, Ingenuity Pathway Analysis and STRING. Results were validated with protein assays, multiple logistic regression and 10-fold cross-validation. RESULTS Our analyses showed that lungs from DBD donors have upregulation of inflammatory cytokines and pathways. In contrast, DCD lungs display a transcriptome signature of pathways associated with cell death, apoptosis and necrosis. Network centrality revealed specific drug targets to rehabilitate DBD lungs. Moreover, in DBD lungs, tumour necrosis factor receptor-1/2 signalling pathways and macrophage migration inhibitory factor-associated pathways were activated in the EVLP group. A panel of genes that differentiate the EVLP from the non-EVLP group in DBD lungs was identified. CONCLUSION The examination of gene expression profiling indicates that DBD and DCD lungs have distinguishable biological transcriptome signatures.
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Affiliation(s)
- Cristina Baciu
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Andrew Sage
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Ricardo Zamel
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Jason Shin
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Xiao-Hui Bai
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Olivia Hough
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Mamatha Bhat
- Multiorgan Transplant Program, University Health Network, Toronto, ON, Canada.,Division of Gastroenterology, University of Toronto, Toronto, ON, Canada
| | - Jonathan C Yeung
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada.,Multiorgan Transplant Program, University Health Network, Toronto, ON, Canada.,Toronto Lung Transplant Program, Dept of Surgery, University of Toronto, Toronto, ON, Canada
| | - Marcelo Cypel
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada.,Multiorgan Transplant Program, University Health Network, Toronto, ON, Canada.,Toronto Lung Transplant Program, Dept of Surgery, University of Toronto, Toronto, ON, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Shaf Keshavjee
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada.,Multiorgan Transplant Program, University Health Network, Toronto, ON, Canada.,Toronto Lung Transplant Program, Dept of Surgery, University of Toronto, Toronto, ON, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,These authors share senior authorship
| | - Mingyao Liu
- Latner Thoracic Surgery Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada.,Multiorgan Transplant Program, University Health Network, Toronto, ON, Canada.,Toronto Lung Transplant Program, Dept of Surgery, University of Toronto, Toronto, ON, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,These authors share senior authorship
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Wardowska A. m6A RNA Methylation in Systemic Autoimmune Diseases-A New Target for Epigenetic-Based Therapy? Pharmaceuticals (Basel) 2021; 14:ph14030218. [PMID: 33807762 PMCID: PMC8001529 DOI: 10.3390/ph14030218] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 02/26/2021] [Accepted: 03/03/2021] [Indexed: 12/17/2022] Open
Abstract
The general background of autoimmune diseases is a combination of genetic, epigenetic and environmental factors, that lead to defective immune reactions. This erroneous immune cell activation results in an excessive production of autoantibodies and prolonged inflammation. During recent years epigenetic mechanisms have been extensively studied as potential culprits of autoreactivity. Alike DNA and proteins, also RNA molecules are subjected to an extensive repertoire of chemical modifications. N6-methyladenosine is the most prevalent form of internal mRNA modification in eukaryotic cells and attracts increasing attention due to its contribution to human health and disease. Even though m6A is confirmed as an essential player in immune response, little is known about its role in autoimmunity. Only few data have been published up to date in the field of RNA methylome. Moreover, only selected autoimmune diseases have been studied in respect of m6A role in their pathogenesis. In this review, I attempt to present all available research data regarding m6A alterations in autoimmune disorders and appraise its role as a potential target for epigenetic-based therapies.
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Affiliation(s)
- Anna Wardowska
- Department of Embryology, Medical University of Gdansk, 80-210 Gdansk, Poland
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Jordan KR, Sikora MJ, Slansky JE, Minic A, Richer JK, Moroney MR, Hu J, Wolsky RJ, Watson ZL, Yamamoto TM, Costello JC, Clauset A, Behbakht K, Kumar TR, Bitler BG. The Capacity of the Ovarian Cancer Tumor Microenvironment to Integrate Inflammation Signaling Conveys a Shorter Disease-free Interval. Clin Cancer Res 2020; 26:6362-6373. [PMID: 32928797 PMCID: PMC7923250 DOI: 10.1158/1078-0432.ccr-20-1762] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 07/22/2020] [Accepted: 09/10/2020] [Indexed: 01/08/2023]
Abstract
PURPOSE Ovarian cancer has one of the highest deaths to incidence ratios across all cancers. Initial chemotherapy is effective, but most patients develop chemoresistant disease. Mechanisms driving clinical chemo-response or -resistance are not well-understood. However, achieving optimal surgical cytoreduction improves survival, and cytoreduction is improved by neoadjuvant chemotherapy (NACT). NACT offers a window to profile pre- versus post-NACT tumors, which we used to identify chemotherapy-induced changes to the tumor microenvironment. EXPERIMENTAL DESIGN We obtained matched pre- and post-NACT archival tumor tissues from patients with high-grade serous ovarian cancer (patient, n = 6). We measured mRNA levels of 770 genes (756 genes/14 housekeeping genes, NanoString Technologies), and performed reverse phase protein array (RPPA) on a subset of matched tumors. We examined cytokine levels in pre-NACT ascites samples (n = 39) by ELISAs. A tissue microarray with 128 annotated ovarian tumors expanded the transcriptional, RPPA, and cytokine data by multispectral IHC. RESULTS The most upregulated gene post-NACT was IL6 (16.79-fold). RPPA data were concordant with mRNA, consistent with elevated immune infiltration. Elevated IL6 in pre-NACT ascites specimens correlated with a shorter time to recurrence. Integrating NanoString (n = 12), RPPA (n = 4), and cytokine (n = 39) studies identified an activated inflammatory signaling network and induced IL6 and IER3 (immediate early response 3) post-NACT, associated with poor chemo-response and time to recurrence. CONCLUSIONS Multiomics profiling of ovarian tumor samples pre- and post-NACT provides unique insight into chemo-induced changes to the tumor microenvironment. We identified a novel IL6/IER3 signaling axis that may drive chemoresistance and disease recurrence.
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Affiliation(s)
- Kimberly R Jordan
- Department of Immunology and Microbiology, University of Colorado, School of Medicine, Aurora, Colorado
| | - Matthew J Sikora
- Department of Pathology, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado
| | - Jill E Slansky
- Department of Immunology and Microbiology, University of Colorado, School of Medicine, Aurora, Colorado
| | - Angela Minic
- Department of Immunology and Microbiology, University of Colorado, School of Medicine, Aurora, Colorado
| | - Jennifer K Richer
- Department of Pathology, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado
| | - Marisa R Moroney
- Division of Gynecologic Oncology, Department of OB/GYN, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Junxiao Hu
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Denver, Aurora, Colorado
| | - Rebecca J Wolsky
- Department of Pathology, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Zachary L Watson
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado
- Division of Reproductive Sciences, Department of OB/GYN, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Tomomi M Yamamoto
- Division of Reproductive Sciences, Department of OB/GYN, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - James C Costello
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado
- Department of Pharmacology, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Aaron Clauset
- Department of Computer Science, The University of Colorado, Boulder, Colorado
- Santa Fe Institute, Santa Fe, New Mexico
- BioFrontiers Institute, The University of Colorado, Boulder, Colorado
| | - Kian Behbakht
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado
- Division of Gynecologic Oncology, Department of OB/GYN, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
- Division of Reproductive Sciences, Department of OB/GYN, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - T Rajendra Kumar
- Division of Reproductive Sciences, Department of OB/GYN, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Benjamin G Bitler
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado.
- Division of Reproductive Sciences, Department of OB/GYN, The University of Colorado Anschutz Medical Campus, Aurora, Colorado
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