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Zong W, Chen L, Zhang D, Zhang Y, Wang J, Hou X, Chai J, An Y, Tian M, He X, Song C, He J, Liu X, Wang L, D'Alessandro E, Wang L, Yin Y, Li M, Liu D, Wang J, Zhang L. Two telomere-to-telomere pig genome assemblies and pan-genome analyses provide insights into genomic structural landscape and genetic adaptations. IMETA 2025; 4:e70013. [PMID: 40236780 PMCID: PMC11995179 DOI: 10.1002/imt2.70013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 02/26/2025] [Accepted: 02/28/2025] [Indexed: 04/17/2025]
Abstract
This study presented two high-precision telomere-to-telomere genome assemblies for Min and Rongchang pigs, including a detailed exploration of the telomeric and centromeric regions. By integrating pan-genome and multi-omics analyses, structural variations linked to genetic adaptation were identified, providing a valuable resource for advancing pig breeding and genetic improvement.
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Affiliation(s)
- Wencheng Zong
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Li Chen
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
- National Center of Technology Innovation for PigsChongqing Academy of Animal ScienceChongqingChina
| | - Dongjie Zhang
- Institute of Animal HusbandryHeilongjiang Academy of Agricultural SciencesHarbinChina
| | - Yuebo Zhang
- Yuelushan laboratoryChangshaChina
- Key Laboratory of Livestock and Poultry Resources (Pig) Evaluation and Utilization, Ministry of Agriculture and Rural Affairs, College of Animal Science and TechnologyHunan Agricultural UniversityChangshaChina
| | - Jinbu Wang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Xinhua Hou
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Jie Chai
- National Center of Technology Innovation for PigsChongqing Academy of Animal ScienceChongqingChina
| | - Yalong An
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and TechnologyNorthwest A&F UniversityXianyangChina
| | - Ming Tian
- Institute of Animal HusbandryHeilongjiang Academy of Agricultural SciencesHarbinChina
| | - Xinmiao He
- Institute of Animal HusbandryHeilongjiang Academy of Agricultural SciencesHarbinChina
| | - Chengyi Song
- College of Animal Science and TechnologyYangzhou UniversityYangzhouChina
| | - Jun He
- Yuelushan laboratoryChangshaChina
- Key Laboratory of Livestock and Poultry Resources (Pig) Evaluation and Utilization, Ministry of Agriculture and Rural Affairs, College of Animal Science and TechnologyHunan Agricultural UniversityChangshaChina
| | - Xin Liu
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Ligang Wang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Enrico D'Alessandro
- Department of Veterinary Science, Division of Animal ProductionUniversity of MessinaMessinaItaly
| | - Lixian Wang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Yulong Yin
- Yuelushan laboratoryChangshaChina
- Key Laboratory of Livestock and Poultry Resources (Pig) Evaluation and Utilization, Ministry of Agriculture and Rural Affairs, College of Animal Science and TechnologyHunan Agricultural UniversityChangshaChina
| | - Mingzhou Li
- State Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and TechnologySichuan Agricultural UniversityChengduChina
| | - Di Liu
- Institute of Animal HusbandryHeilongjiang Academy of Agricultural SciencesHarbinChina
| | - Jinyong Wang
- National Center of Technology Innovation for PigsChongqing Academy of Animal ScienceChongqingChina
| | - Longchao Zhang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
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2
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Li X, He X, Zhang Y, Hao X, Xiong A, Huang J, Jiang B, Tong Z, Huang H, Yi L, Chen W. Uncovering Hippo pathway-related biomarkers in acute myocardial infarction via scRNA-seq binding transcriptomics. Sci Rep 2025; 15:10368. [PMID: 40133574 PMCID: PMC11937457 DOI: 10.1038/s41598-025-94820-6] [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: 11/05/2024] [Accepted: 03/17/2025] [Indexed: 03/27/2025] Open
Abstract
This study investigated Hippo signaling pathway-related biomarkers in acute myocardial infarction (AMI). First, differentially expressed genes (DEGs) between AMI patients and controls were identified. Consensus clustering then classified AMI subtypes, followed by subtype-specific DEG screening. Candidate genes were derived from intersecting initial DEGs with subtype-associated DEGs. Three machine-learning algorithms prioritized five biomarkers (NAMPT, CXCL1, CREM, GIMAP6, and GIMAP7), validated through multi-dataset analyses and cellular expression profiling. qRT-PCR and Western blot confirmed differential expression patterns between AMI and controls across experimental models. Notably, NAMPT, CXCL1, and GIMAP6 exhibited cell-type-specific expression in endothelial cells and macrophages. We further predicted 179 potential therapeutic agents targeting these biomarkers. Niclosamide and eugenol were observed to mitigate hypoxia-induced injury in neonatal mouse ventricular cardiomyocytes. In vivo experiments demonstrated upregulated NAMPT/CXCL1 and downregulated GIMAP6/GIMAP7 in AMI myocardial tissues, with significant NAMPT protein elevation. These biomarkers show clinical diagnostic potential and provide mechanistic insights into AMI pathogenesis.
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Affiliation(s)
- Xingda Li
- National Key Laboratory of Frigid Zone Cardiovascular Diseases, Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Research, Ministry of Education; International Cooperation Base for Major Cardiovascular Diseases in Cold Regions, China), College of Pharmacy, Harbin Medical University, Harbin, 150086, Heilongjiang, People's Republic of China
- Department of Pharmacy at the Second Affiliated Hospital, and Department of Pharmacology at College of Pharmacy (The Key Laboratory of Cardiovascular Research, Ministry of Education), Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Xueqi He
- Department of Pharmacy at the Second Affiliated Hospital, and Department of Pharmacology at College of Pharmacy (The Key Laboratory of Cardiovascular Research, Ministry of Education), Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Yu Zhang
- Department of Pharmacy at the Second Affiliated Hospital, and Department of Pharmacology at College of Pharmacy (The Key Laboratory of Cardiovascular Research, Ministry of Education), Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Xinyuan Hao
- Department of Pharmacy at the Second Affiliated Hospital, and Department of Pharmacology at College of Pharmacy (The Key Laboratory of Cardiovascular Research, Ministry of Education), Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Anqi Xiong
- Department of Cardiology, First Affiliated Hospital of Harbin Medical University, No. 23, YouZheng Street, NanGang District, Harbin, 150001, Heilongjiang Province, People's Republic of China
| | - Jiayu Huang
- Department of Cardiology, First Affiliated Hospital of Harbin Medical University, No. 23, YouZheng Street, NanGang District, Harbin, 150001, Heilongjiang Province, People's Republic of China
| | - Biying Jiang
- Department of Cardiology, First Affiliated Hospital of Harbin Medical University, No. 23, YouZheng Street, NanGang District, Harbin, 150001, Heilongjiang Province, People's Republic of China
| | - Zaiyu Tong
- Department of Cardiology, First Affiliated Hospital of Harbin Medical University, No. 23, YouZheng Street, NanGang District, Harbin, 150001, Heilongjiang Province, People's Republic of China
| | - Haiyan Huang
- Department of Neurology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People's Republic of China
| | - Lian Yi
- Department of Neurology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People's Republic of China.
| | - Wenjia Chen
- Department of Cardiology, First Affiliated Hospital of Harbin Medical University, No. 23, YouZheng Street, NanGang District, Harbin, 150001, Heilongjiang Province, People's Republic of China.
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3
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Greco F, Panunzio A, Tafuri A, Bernetti C, Pagliarulo V, Beomonte Zobel B, Scardapane A, Mallio CA. Radiogenomic Features of GIMAP Family Genes in Clear Cell Renal Cell Carcinoma: An Observational Study on CT Images. Genes (Basel) 2023; 14:1832. [PMID: 37895181 PMCID: PMC10606653 DOI: 10.3390/genes14101832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/15/2023] [Accepted: 09/20/2023] [Indexed: 10/29/2023] Open
Abstract
GTPases of immunity-associated proteins (GIMAP) genes include seven functional genes and a pseudogene. Most of the GIMAPs have a role in the maintenance and development of lymphocytes. GIMAPs could inhibit the development of tumors by increasing the amount and antitumor activity of infiltrating immunocytes. Knowledge of key factors that affect the tumor immune microenvironment for predicting the efficacy of immunotherapy and establishing new targets in ccRCC is of great importance. A computed tomography (CT)-based radiogenomic approach was used to detect the imaging phenotypic features of GIMAP family gene expression in ccRCC. In this retrospective study we enrolled 193 ccRCC patients divided into two groups: ccRCC patients with GIMAP expression (n = 52) and ccRCC patients without GIMAP expression (n = 141). Several imaging features were evaluated on preoperative CT scan. A statistically significant correlation was found with absence of endophytic growth pattern (p = 0.049), tumor infiltration (p = 0.005), advanced age (p = 0.018), and high Fuhrman grade (p = 0.024). This study demonstrates CT imaging features of GIMAP expression in ccRCC. These results could allow the collection of data on GIMAP expression through a CT-approach and could be used for the development of a targeted therapy.
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Affiliation(s)
- Federico Greco
- Department of Radiology, Cittadella Della Salute, Azienda Sanitaria Locale di Lecce, Piazza Filippo Bottazzi, 2, 73100 Lecce, Italy
| | - Andrea Panunzio
- Department of Urology, “Vito Fazzi” Hospital, Piazza Filippo Muratore, 1, 73100 Lecce, Italy; (A.P.); (A.T.); (V.P.)
| | - Alessandro Tafuri
- Department of Urology, “Vito Fazzi” Hospital, Piazza Filippo Muratore, 1, 73100 Lecce, Italy; (A.P.); (A.T.); (V.P.)
| | - Caterina Bernetti
- Department of Medicine and Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.B.); (B.B.Z.); (C.A.M.)
- Research Unit of Radiology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy
| | - Vincenzo Pagliarulo
- Department of Urology, “Vito Fazzi” Hospital, Piazza Filippo Muratore, 1, 73100 Lecce, Italy; (A.P.); (A.T.); (V.P.)
| | - Bruno Beomonte Zobel
- Department of Medicine and Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.B.); (B.B.Z.); (C.A.M.)
- Research Unit of Radiology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy
| | - Arnaldo Scardapane
- Dipartimento Interdisciplinare di Medicina, Sezione di Diagnostica Per Immagini, Università degli Studi di Bari “Aldo Moro”, Piazza Giulio Cesare, 11, 70124 Bari, Italy;
| | - Carlo Augusto Mallio
- Department of Medicine and Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.B.); (B.B.Z.); (C.A.M.)
- Research Unit of Radiology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy
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4
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Smyth LJ, Kerr KR, Kilner J, McGill ÁE, Maxwell AP, McKnight AJ. Longitudinal Epigenome-Wide Analysis of Kidney Transplant Recipients Pretransplant and Posttransplant. Kidney Int Rep 2023; 8:330-340. [PMID: 36815102 PMCID: PMC9939425 DOI: 10.1016/j.ekir.2022.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 11/01/2022] [Accepted: 11/07/2022] [Indexed: 11/16/2022] Open
Abstract
Introduction Kidney transplantation remains the gold standard of treatment for end-stage renal disease (ESRD), with improved patient outcomes compared with dialysis. Epigenome-Wide Association Analysis (EWAS) of DNA methylation may identify markers that contribute to an individual's risk of adverse transplant outcomes, yet only a limited number of EWAS have been conducted in kidney transplant recipients. This EWAS aimed to interrogate the methylation profile of a kidney transplant recipient cohort with minimal posttransplant complications, exploring differences in samples pretransplant and posttransplant. Methods We compared differentially methylated cytosine-phosphate-guanine sites (dmCpGs) in samples derived from peripheral blood mononuclear cells of the same kidney transplant recipients, collected both pretransplant and posttransplant (N = 154), using the Infinium MethylationEPIC microarray (Illumina, San Diego, CA). Recipients received kidneys from deceased donors and had a mean of 17 years of follow-up. Results Five top-ranked dmCpGs were significantly different at false discovery rate (FDR) adjusted P ≤ 9 × 10-8; cg23597162 within JAZF1, cg25187293 within BTNL8, cg17944885, located between ZNF788P and ZNF625-ZNF20, cg14655917 located between ASB4 and PDK4 and cg09839120 located between GIMAP6 and EIF2AP3. Conclusion Five dmCpGs were identified at the generally accepted EWAS critical significance level of FDR adjusted P (P FDRadj) ≤ 9 × 10-8, including cg23597162 (within JAZF1) and cg17944885, which have prior associations with chronic kidney disease (CKD). Comparing individuals with no evidence of posttransplant complications (N = 105) demonstrated that 693,555 CpGs (89.57%) did not display any significant difference in methylation (P FDRadj ≥ 0.05), thereby this study establishes an important reference for future epigenetic studies that seek to identify markers of posttransplant complications.
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Affiliation(s)
- Laura J. Smyth
- Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Katie R. Kerr
- Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Jill Kilner
- Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Áine E. McGill
- Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Alexander P. Maxwell
- Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Amy Jayne McKnight
- Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
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5
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Wang GC, Zhou M, Zhang Y, Cai HM, Chiang ST, Chen Q, Han TZ, Li RX. Screening and identifying a novel M-MDSCs-related gene signature for predicting prognostic risk and immunotherapeutic responses in patients with lung adenocarcinoma. Front Genet 2023; 13:989141. [PMID: 36699465 PMCID: PMC9869425 DOI: 10.3389/fgene.2022.989141] [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: 07/08/2022] [Accepted: 11/30/2022] [Indexed: 01/05/2023] Open
Abstract
Background: Lung adenocarcinoma (LUAD) shows intratumoral heterogeneity, a highly complex phenomenon that known to be a challenge during cancer therapy. Considering the key role of monocytic myeloid-derived suppressor cells (M-MDSCs) in the tumor microenvironment (TME), we aimed to build a prognostic risk model using M-MDSCs-related genes. Methods: M-MDSCs-related genes were extracted from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. Utilized univariate survival analysis and random forest algorithm to screen candidate genes. A least absolute shrinkage and selection operator (LASSO) Cox regression analysis was selected to build the risk model. Patients were scored and classified into high- and low-risk groups based on the median risk scores. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis along with R packages "estimate" and "ssGSEA" were performed to reveal the mechanism of risk difference. Prognostic biomarkers and tumor mutation burden (TMB) were combined to predict the prognosis. Nomogram was carried out to predict the survival probability of patients in 1, 3, and 5 years. Results: 8 genes (VPREB3, TPBG, LRFN4, CD83, GIMAP6, PRMT8, WASF1, and F12) were identified as prognostic biomarkers. The GEO validation dataset demonstrated the risk model had good generalization effect. Significantly enrichment level of cell cycle-related pathway and lower content of CD8+ T cells infiltration in the high-risk group when compared to low-risk group. Morever, the patients were from the intersection of high-TMB and low-risk groups showed the best prognosis. The nomogram demonstrated good consistency with practical outcomes in predicting the survival rate over 1, 3, and 5 years. Conclusion: The risk model demonstrate good prognostic predictive ability. The patients from the intersection of low-risk and high-TMB groups are not only more sensitive response to but also more likely to benefit from immune-checkpoint-inhibitors (ICIs) treatment.
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Affiliation(s)
- Geng-Chong Wang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Mi Zhou
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China,Department of Rheumatology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Yan Zhang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Hua-Man Cai
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Seok-Theng Chiang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Qi Chen
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Tian-Zhen Han
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
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6
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Terefe E, Belay G, Han J, Hanotte O, Tijjani A. Genomic adaptation of Ethiopian indigenous cattle to high altitude. Front Genet 2022; 13:960234. [PMID: 36568400 PMCID: PMC9780680 DOI: 10.3389/fgene.2022.960234] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 11/22/2022] [Indexed: 12/13/2022] Open
Abstract
The mountainous areas of Ethiopia represent one of the most extreme environmental challenges in Africa faced by humans and other inhabitants. Selection for high-altitude adaptation is expected to have imprinted the genomes of livestock living in these areas. Here we assess the genomic signatures of positive selection for high altitude adaptation in three cattle populations from the Ethiopian mountainous areas (Semien, Choke, and Bale mountains) compared to three Ethiopian lowland cattle populations (Afar, Ogaden, and Boran), using whole-genome resequencing and three genome scan approaches for signature of selection (iHS, XP-CLR, and PBS). We identified several candidate selection signature regions and several high-altitude adaptation genes. These include genes such as ITPR2, MB, and ARNT previously reported in the human population inhabiting the Ethiopian highlands. Furthermore, we present evidence of strong selection and high divergence between Ethiopian high- and low-altitude cattle populations at three new candidate genes (CLCA2, SLC26A2, and CBFA2T3), putatively linked to high-altitude adaptation in cattle. Our findings provide possible examples of convergent selection between cattle and humans as well as unique African cattle signature to the challenges of living in the Ethiopian mountainous regions.
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Affiliation(s)
- Endashaw Terefe
- Department of Microbial Cellular and Molecular Biology (MCMB), College of Natural and Computational Science, Addis Ababa University, Addis Ababa, Ethiopia,International Livestock Research Institute (ILRI), Addis Ababa, Ethiopia,Department of Animal Science, College of Agriculture and Environmental Science, Arsi University, Asella, Ethiopia,*Correspondence: Endashaw Terefe, Abdulfatai Tijjani,
| | - Gurja Belay
- Department of Microbial Cellular and Molecular Biology (MCMB), College of Natural and Computational Science, Addis Ababa University, Addis Ababa, Ethiopia
| | - Jianlin Han
- Livestock Genetics Program, International Livestock Research Institute (ILRI), Nairobi, Kenya,CAAS-ILRI Joint Laboratory on Livestock and Forage Genetic Resources, Institute of Animal Science, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Olivier Hanotte
- International Livestock Research Institute (ILRI), Addis Ababa, Ethiopia,Centre for Tropical Livestock Genetics and Health (CTLGH), The Roslin Institute, The University of Edinburgh, Midlothian, United Kingdom,School of Life Sciences, University of Nottingham, Nottingham, United Kingdom
| | - Abdulfatai Tijjani
- International Livestock Research Institute (ILRI), Addis Ababa, Ethiopia,Centre for Tropical Livestock Genetics and Health (CTLGH), The Roslin Institute, The University of Edinburgh, Midlothian, United Kingdom,*Correspondence: Endashaw Terefe, Abdulfatai Tijjani,
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7
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Yao Y, Du Jiang P, Chao BN, Cagdas D, Kubo S, Balasubramaniyam A, Zhang Y, Shadur B, NaserEddin A, Folio LR, Schwarz B, Bohrnsen E, Zheng L, Lynberg M, Gottlieb S, Leney-Greene MA, Park AY, Tezcan I, Akdogan A, Gocmen R, Onder S, Rosenberg A, Soilleux EJ, Johnson E, Jackson PK, Demeter J, Chauvin SD, Paul F, Selbach M, Bulut H, Clatworthy MR, Tuong ZK, Zhang H, Stewart BJ, Bosio CM, Stepensky P, Clare S, Ganesan S, Pascall JC, Daumke O, Butcher GW, McMichael AJ, Simon AK, Lenardo MJ. GIMAP6 regulates autophagy, immune competence, and inflammation in mice and humans. J Exp Med 2022; 219:213217. [PMID: 35551368 PMCID: PMC9111091 DOI: 10.1084/jem.20201405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 01/18/2022] [Accepted: 03/16/2022] [Indexed: 11/26/2022] Open
Abstract
Inborn errors of immunity (IEIs) unveil regulatory pathways of human immunity. We describe a new IEI caused by mutations in the GTPase of the immune-associated protein 6 (GIMAP6) gene in patients with infections, lymphoproliferation, autoimmunity, and multiorgan vasculitis. Patients and Gimap6−/− mice show defects in autophagy, redox regulation, and polyunsaturated fatty acid (PUFA)–containing lipids. We find that GIMAP6 complexes with GABARAPL2 and GIMAP7 to regulate GTPase activity. Also, GIMAP6 is induced by IFN-γ and plays a critical role in antibacterial immunity. Finally, we observed that Gimap6−/− mice died prematurely from microangiopathic glomerulosclerosis most likely due to GIMAP6 deficiency in kidney endothelial cells.
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Affiliation(s)
- Yikun Yao
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Ping Du Jiang
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Brittany N Chao
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD.,Nuffield Department of Medicine Research Building, Roosevelt Drive, Nuffield Department of Medicine, University of Oxford, Oxford, UK.,Kennedy Institute of Rheumatology, University of Oxford, Roosevelt Drive, Oxford, UK
| | - Deniz Cagdas
- Division of Immunology, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey.,Department of Pediatric Immunology, Institute of Child Health, Hacettepe University, Ankara, Turkey.,Ihsan Dogramaci Childrens Hospital, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Satoshi Kubo
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Arasu Balasubramaniyam
- Crystallography, Max-Delbrück-Centrum for Molecular Medicine in the Helmholtz Association, Berlin, Germany.,Institute for Chemistry and Biochemistry, Freie Universität Berlin, Takustrasse 6, Berlin, Germany
| | - Yu Zhang
- Human Immunological Diseases Section, Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - Bella Shadur
- Hadassah University Medical Center, Department of Bone Marrow Transplantation and Cancer Immunotherapy, Jerusalem, Israel.,The Garvan Institute of Medical Research, Immunology Division, Darlinghurst, Sydney, Australia.,St Vincent's Clinical School, University of New South Wales, Darlinghurst, Sydney, Australia
| | - Adeeb NaserEddin
- Hadassah University Medical Center, Department of Bone Marrow Transplantation and Cancer Immunotherapy, Jerusalem, Israel
| | - Les R Folio
- Clinical Center, National Institutes of Health, Bethesda, MD
| | - Benjamin Schwarz
- Laboratory of Bacteriology, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - Eric Bohrnsen
- Laboratory of Bacteriology, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - Lixin Zheng
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Matthew Lynberg
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Simone Gottlieb
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Michael A Leney-Greene
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,Human Immunological Diseases Section, Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - Ann Y Park
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Ilhan Tezcan
- Division of Immunology, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey.,Department of Pediatric Immunology, Institute of Child Health, Hacettepe University, Ankara, Turkey.,Ihsan Dogramaci Childrens Hospital, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Ali Akdogan
- Division of Rheumatology, Department of Internal Medicine, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Rahsan Gocmen
- Department of Radiology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Sevgen Onder
- Department of Pathology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Avi Rosenberg
- Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD.,Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD
| | | | - Errin Johnson
- The Dunn School of Pathology, South Parks Road, Oxford, UK
| | - Peter K Jackson
- Baxter Laboratory, Departments of Microbiology & Immunology and Pathology Stanford University School of Medicine, Stanford, CA
| | - Janos Demeter
- Baxter Laboratory, Departments of Microbiology & Immunology and Pathology Stanford University School of Medicine, Stanford, CA
| | - Samuel D Chauvin
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
| | - Florian Paul
- Crystallography, Max-Delbrück-Centrum for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Matthias Selbach
- Crystallography, Max-Delbrück-Centrum for Molecular Medicine in the Helmholtz Association, Berlin, Germany.,Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Haydar Bulut
- Crystallography, Max-Delbrück-Centrum for Molecular Medicine in the Helmholtz Association, Berlin, Germany.,Institute for Chemistry and Biochemistry, Freie Universität Berlin, Takustrasse 6, Berlin, Germany
| | - Menna R Clatworthy
- Molecular Immunity Unit, University of Cambridge Department of Medicine, Medical Research Council Laboratory of Molecular Biology, Cambridge, UK.,Cellular Genetics, Wellcome Sanger Institute, Hinxton, UK
| | - Zewen K Tuong
- Molecular Immunity Unit, University of Cambridge Department of Medicine, Medical Research Council Laboratory of Molecular Biology, Cambridge, UK.,Cellular Genetics, Wellcome Sanger Institute, Hinxton, UK
| | - Hanlin Zhang
- Kennedy Institute of Rheumatology, University of Oxford, Roosevelt Drive, Oxford, UK
| | - Benjamin J Stewart
- Molecular Immunity Unit, University of Cambridge Department of Medicine, Medical Research Council Laboratory of Molecular Biology, Cambridge, UK.,Cellular Genetics, Wellcome Sanger Institute, Hinxton, UK
| | - Catharine M Bosio
- Laboratory of Bacteriology, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - Polina Stepensky
- Hadassah University Medical Center, Department of Bone Marrow Transplantation and Cancer Immunotherapy, Jerusalem, Israel
| | - Simon Clare
- Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK
| | - Sundar Ganesan
- Biological Imaging Section, Research Technologies Branch, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - John C Pascall
- Laboratory of Lymphocyte Signalling and Development, Babraham Institute, Babraham Research Campus, Cambridge, UK
| | - Oliver Daumke
- Crystallography, Max-Delbrück-Centrum for Molecular Medicine in the Helmholtz Association, Berlin, Germany.,Institute for Chemistry and Biochemistry, Freie Universität Berlin, Takustrasse 6, Berlin, Germany
| | - Geoffrey W Butcher
- Laboratory of Lymphocyte Signalling and Development, Babraham Institute, Babraham Research Campus, Cambridge, UK
| | - Andrew J McMichael
- Nuffield Department of Medicine Research Building, Roosevelt Drive, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Anna Katharina Simon
- Kennedy Institute of Rheumatology, University of Oxford, Roosevelt Drive, Oxford, UK
| | - Michael J Lenardo
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD.,National Institute of Allergy and Infectious Diseases Clinical Genomics Program, Rockville, MD
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8
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Huang P, Tang L, Zhang L, Ren Y, Peng H, Xiao Y, Xu J, Mao D, Liu L, Liu L. Identification of Biomarkers Associated With CD4+ T-Cell Infiltration With Gene Coexpression Network in Dermatomyositis. Front Immunol 2022; 13:854848. [PMID: 35711463 PMCID: PMC9196312 DOI: 10.3389/fimmu.2022.854848] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 04/27/2022] [Indexed: 12/19/2022] Open
Abstract
Background Dermatomyositis is an autoimmune disease characterized by damage to the skin and muscles. CD4+ T cells are of crucial importance in the occurrence and development of dermatomyositis (DM). However, there are few bioinformatics studies on potential pathogenic genes and immune cell infiltration of DM. Therefore, this study intended to explore CD4+ T-cell infiltration–associated key genes in DM and construct a new model to predict the level of CD4+ T-cell infiltration in DM. Methods GSE46239, GSE142807, GSE1551, and GSE193276 datasets were downloaded. The WGCNA and CIBERSORT algorithms were performed to identify the most correlated gene module with CD4+ T cells. Matascape was used for GO enrichment and KEGG pathway analysis of the key gene module. LASSO regression analysis was used to identify the key genes and construct the prediction model. The correlation between the key genes and CD4+ T-cell infiltration was investigated. GSEA was performed to research the underlying signaling pathways of the key genes. The key gene-correlated transcription factors were identified through the RcisTarget and Gene-motif rankings databases. The miRcode and DIANA-LncBase databases were used to build the lncRNA-miRNA-mRNA network. Results In the brown module, 5 key genes (chromosome 1 open reading frame 106 (C1orf106), component of oligomeric Golgi complex 8 (COG8), envoplakin (EVPL), GTPases of immunity-associated protein family member 6 (GIMAP6), and interferon-alpha inducible protein 6 (IFI6)) highly associated with CD4+ T-cell infiltration were identified. The prediction model was constructed and showed better predictive performance in the training set, and this satisfactory model performance was validated in another skin biopsy dataset and a muscle biopsy dataset. The expression levels of the key genes promoted the CD4+ T-cell infiltration. GSEA results revealed that the key genes were remarkably enriched in many immunity-associated pathways, such as JAK/STAT signaling pathway. The cisbp_M2205, transcription factor-binding site, was enriched in C1orf106, EVPL, and IF16. Finally, 3,835 lncRNAs and 52 miRNAs significantly correlated with key genes were used to build a ceRNA network. Conclusion The C1orf106, COG8, EVPL, GIMAP6, and IFI6 genes are associated with CD4+ T-cell infiltration. The prediction model constructed based on the 5 key genes may better predict the level of CD4+ T-cell infiltration in damaged muscle and lesional skin of DM. These key genes could be recognized as potential biomarkers and immunotherapeutic targets of DM.
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Affiliation(s)
- Peng Huang
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Li Tang
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Lu Zhang
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Yi Ren
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Hong Peng
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Yangyang Xiao
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Jie Xu
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Dingan Mao
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Lingjuan Liu
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
- *Correspondence: Liqun Liu, ; Lingjuan Liu,
| | - Liqun Liu
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
- Children’s Brain Development and Brain injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, China
- *Correspondence: Liqun Liu, ; Lingjuan Liu,
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9
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Chan JCY, Gorski SM. Unlocking the gate to GABARAPL2. Biol Futur 2022; 73:157-169. [PMID: 35486231 DOI: 10.1007/s42977-022-00119-2] [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: 11/29/2021] [Accepted: 04/08/2022] [Indexed: 10/18/2022]
Abstract
GABARAPL2 was initially characterized for its involvement in protein transport and membrane fusion events, but has since gained notoriety for its role in autophagy. GABARAPL2 is frequently studied alongside its GABARAP subfamily members, GABARAP and GABARAPL1. Although functional redundancy exists among the subfamily members, a complex network of molecular interactions, physiological processes and pathologies can be primarily related to GABARAPL2. GABARAPL2 has a multifaceted role, ranging from cellular differentiation to intracellular degradation. Much of what we know about GABARAPL2 is gained through identifying its interacting partners-a list that is constantly growing. In this article, we review both the autophagy-dependent and autophagy-independent roles of GABARAPL2, and emphasize their implications for both health and disease.
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Affiliation(s)
- Jennifer C Y Chan
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada.,Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, V5Z 1L3, Canada
| | - Sharon M Gorski
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada. .,Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, V5Z 1L3, Canada. .,Centre for Cell Biology, Development and Disease, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada.
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10
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Limoges MA, Cloutier M, Nandi M, Ilangumaran S, Ramanathan S. The GIMAP Family Proteins: An Incomplete Puzzle. Front Immunol 2021; 12:679739. [PMID: 34135906 PMCID: PMC8201404 DOI: 10.3389/fimmu.2021.679739] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 05/12/2021] [Indexed: 12/19/2022] Open
Abstract
Overview: Long-term survival of T lymphocytes in quiescent state is essential to maintain their cell numbers in secondary lymphoid organs and in peripheral circulation. In the BioBreeding diabetes-prone strain of rats (BB-DP), loss of functional GIMAP5 (GTPase of the immune associated nucleotide binding protein 5) results in profound peripheral T lymphopenia. This discovery heralded the identification of a new family of proteins initially called Immune-associated nucleotide binding protein (IAN) family. In this review we will use ‘GIMAP’ to refer to this family of proteins. Recent studies suggest that GIMAP proteins may interact with each other and also be involved in the movement of the cellular cargo along the cytoskeletal network. Here we will summarize the current knowledge on the characteristics and functions of GIMAP family of proteins.
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Affiliation(s)
- Marc-André Limoges
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Université de Sherbrooke and CRCHUS, Sherbrooke, QC, Canada
| | - Maryse Cloutier
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Université de Sherbrooke and CRCHUS, Sherbrooke, QC, Canada
| | - Madhuparna Nandi
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Université de Sherbrooke and CRCHUS, Sherbrooke, QC, Canada
| | - Subburaj Ilangumaran
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Université de Sherbrooke and CRCHUS, Sherbrooke, QC, Canada
| | - Sheela Ramanathan
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Université de Sherbrooke and CRCHUS, Sherbrooke, QC, Canada
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11
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A human case of GIMAP6 deficiency: a novel primary immune deficiency. Eur J Hum Genet 2020; 29:657-662. [PMID: 33328581 PMCID: PMC7739214 DOI: 10.1038/s41431-020-00773-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 09/14/2020] [Accepted: 10/27/2020] [Indexed: 01/08/2023] Open
Abstract
The GTPase of immunity-associated proteins (GIMAPs) are a family of genes believed to contribute to lymphocyte development, signaling, and apoptosis, thus playing an important role in immune system homeostasis. While models of gene derangement have been described in both mice and immortalized cell lines, human examples of these diseases remain exceptionally rare. In this manuscript we describe the first documented human cases of a homozygous deleterious GIMAP6 variant in the GIMAP6 gene and their subsequent clinical and immunological phenotype. In order to interrogate the patients’ immune defect, we performed whole-exome sequencing, western blot, flow cytometry analysis, lymphocyte activation and proliferation studies, cytokine release assays, and apoptosis studies. We found two siblings with a predicted deleterious homozygous variant in the GIMAP6 gene with no expression of GIMAP6 protein on western blot. Patients demonstrated accelerated apoptosis, but largely normal lymphocyte subpopulations, activation and proliferation and cytokine release. There appears to be a spectrum of clinical features associated with deficiency of GIMAP6 protein, with one patient suffering lymphopenia and recurrent sinopulmonary infections, and the other clinically asymptomatic. Biallelic variants in the GIMAP6 gene have now been shown to demonstrate disease in humans. The absence of GIMAP6 protein is associated with a spectrum of clinical manifestations and much remains to be learnt about the pathogenic mechanisms underlying this disease. We suggest that biallelic variants in the gene for GIMAP6 should be considered in children with lymphopenia and recurrent sinopulmonary infections.
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12
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Yu DH, Huang JY, Liu XP, Ruan XL, Chen C, Hu WD, Li S. Effects of hub genes on the clinicopathological and prognostic features of lung adenocarcinoma. Oncol Lett 2020; 19:1203-1214. [PMID: 31966050 PMCID: PMC6956410 DOI: 10.3892/ol.2019.11193] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Accepted: 11/07/2019] [Indexed: 02/06/2023] Open
Abstract
Lung adenocarcinoma (LUAD) is a common malignancy; however, the majority of its underlying molecular mechanisms remain unknown. In the present study, weighted gene co-expression network analysis was applied to construct gene co-expression networks for the GSE19804 dataset, in order to screen hub genes associated with the pathogenesis of LUAD. In addition, with the aid of the Database for Annotation, Visualization and Integrated Discovery, Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes, pathway enrichment analyses were performed on the genes in the selected module. Using the GSE40791 dataset and The Cancer Genome Atlas database, the hub genes were identified. It was discovered that the turquoise module was the most significant module associated with the tumor stage of LUAD. After performing functional enrichment analyses, it was indicated that the turquoise module was mainly enriched in signal transduction. Additionally, at the transcriptional and translational level, nine hub genes were identified and validated: Carbonic anhydrase 4 (CA4), platelet and endothelial cell adhesion molecule 1 (PECAM1), DnaJ member B4 (DNAJB4), advanced glycosylation end-product specific receptor (AGER), GTPase, IMAP family member 6 (GIMAP6), chromosome 10 open reading frame 54 (C10orf54), dedicator of cytokinesis 4 (DOCK4), Golgi membrane protein 1 (GOLM1) and platelet activating factor acetylhydrolase 1b catalytic subunit 3 (PAFAH1B3). CA4, PECAM1, DNAJB4, AGER, GIMAP6, C10orf54 and DOCK4 were expressed at lower levels in the tumor samples, whereas GOLM1 and PAFAH1B3 were highly expressed in tumor samples. In addition, all hub genes were associated with prognosis. In conclusion, one module and nine genes were recognized to be associated with the tumor stage of LUAD. These findings may enhance the understanding of the progression and prognosis of LUAD.
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Affiliation(s)
- Dong-Hu Yu
- Department of Thoracic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Jing-Yu Huang
- Department of Thoracic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Xiao-Ping Liu
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Xiao-Lan Ruan
- Department of Hematology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Chen Chen
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
- Human Genetics Resource Preservation Center of Hubei Province, Wuhan, Hubei 430071, P.R. China
| | - Wei-Dong Hu
- Department of Thoracic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Sheng Li
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
- Human Genetics Resource Preservation Center of Hubei Province, Wuhan, Hubei 430071, P.R. China
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13
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Maghsoudloo M, Azimzadeh Jamalkandi S, Najafi A, Masoudi-Nejad A. Identification of biomarkers in common chronic lung diseases by co-expression networks and drug-target interactions analysis. Mol Med 2020; 26:9. [PMID: 31952466 PMCID: PMC6969427 DOI: 10.1186/s10020-019-0135-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 12/30/2019] [Indexed: 02/07/2023] Open
Abstract
Background asthma, chronic obstructive pulmonary disease (COPD), and idiopathic pulmonary fibrosis (IPF) are three serious pulmonary diseases that contain common and unique characteristics. Therefore, the identification of biomarkers that differentiate these diseases is of importance for preventing misdiagnosis. In this regard, the present study aimed to identify the disorders at the early stages, based on lung transcriptomics data and drug-target interactions. Methods To this end, the differentially expressed genes were found in each disease. Then, WGCNA was utilized to find specific and consensus gene modules among the three diseases. Finally, the disease-disease similarity was analyzed, followed by determining candidate drug-target interactions. Results The results confirmed that the asthma lung transcriptome was more similar to COPD than IPF. In addition, the biomarkers were found in each disease and thus were proposed for further clinical validations. These genes included RBM42, STX5, and TRIM41 in asthma, CYP27A1, GM2A, LGALS9, SPI1, and NLRC4 in COPD, ATF3, PPP1R15A, ZFP36, SOCS3, NAMPT, and GADD45B in IPF, LRRC48 and CETN2 in asthma-COPD, COL15A1, GIMAP6, and JAM2 in asthma-IPF and LMO7, TSPAN13, LAMA3, and ANXA3 in COPD-IPF. Finally, analyzing drug-target networks suggested anti-inflammatory candidate drugs for treating the above mentioned diseases. Conclusion In general, the results revealed the unique and common biomarkers among three chronic lung diseases. Eventually, some drugs were suggested for treatment purposes.
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Affiliation(s)
- Mazaher Maghsoudloo
- Laboratory of Systems Biology and Bioinformatics (LBB), Department of Bioinformatics, Kish International Campus, University of Tehran, Kish Island, Iran.,Laboratory of Systems Biology and Bioinformatics (LBB), Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran
| | | | - Ali Najafi
- Molecular Biology Research Center, Systems Biology and Poisonings Institute, Tehran, Iran
| | - Ali Masoudi-Nejad
- Laboratory of Systems Biology and Bioinformatics (LBB), Department of Bioinformatics, Kish International Campus, University of Tehran, Kish Island, Iran. .,Laboratory of Systems Biology and Bioinformatics (LBB), Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran.
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14
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Pascall JC, Webb LMC, Eskelinen EL, Innocentin S, Attaf-Bouabdallah N, Butcher GW. GIMAP6 is required for T cell maintenance and efficient autophagy in mice. PLoS One 2018; 13:e0196504. [PMID: 29718959 PMCID: PMC5931655 DOI: 10.1371/journal.pone.0196504] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 04/13/2018] [Indexed: 11/19/2022] Open
Abstract
The GTPases of the immunity-associated proteins (GIMAP) GTPases are a family of proteins expressed strongly in the adaptive immune system. We have previously reported that in human cells one member of this family, GIMAP6, interacts with the ATG8 family member GABARAPL2, and is recruited to autophagosomes upon starvation, suggesting a role for GIMAP6 in the autophagic process. To study this possibility and the function of GIMAP6 in the immune system, we have established a mouse line in which the Gimap6 gene can be inactivated by Cre-mediated recombination. In mice bred to carry the CD2Cre transgene such that the Gimap6 gene was deleted within the T and B cell lineages there was a 50–70% reduction in peripheral CD4+ and CD8+ T cells. Analysis of splenocyte-derived proteins from these mice indicated increased levels of MAP1LC3B, particularly the lipidated LC3-II form, and S405-phosphorylation of SQSTM1. Electron microscopic measurements of Gimap6-/- CD4+ T cells indicated an increased mitochondrial/cytoplasmic volume ratio and increased numbers of autophagosomes. These results are consistent with autophagic disruption in the cells. However, Gimap6-/- T cells were largely normal in character, could be effectively activated in vitro and supported T cell-dependent antibody production. Treatment in vitro of CD4+ splenocytes from GIMAP6fl/flERT2Cre mice with 4-hydroxytamoxifen resulted in the disappearance of GIMAP6 within five days. In parallel, increased phosphorylation of SQSTM1 and TBK1 was observed. These results indicate a requirement for GIMAP6 in the maintenance of a normal peripheral adaptive immune system and a significant role for the protein in normal autophagic processes. Moreover, as GIMAP6 is expressed in a cell-selective manner, this indicates the potential existence of a cell-restricted mode of autophagic regulation.
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Affiliation(s)
- John C. Pascall
- Laboratory of Lymphocyte Signalling and Development, Babraham Institute, Babraham Research Campus, Cambridge, United Kingdom
| | - Louise M. C. Webb
- Laboratory of Lymphocyte Signalling and Development, Babraham Institute, Babraham Research Campus, Cambridge, United Kingdom
| | - Eeva-Liisa Eskelinen
- Department of Biosciences, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - Silvia Innocentin
- Laboratory of Lymphocyte Signalling and Development, Babraham Institute, Babraham Research Campus, Cambridge, United Kingdom
| | - Noudjoud Attaf-Bouabdallah
- Laboratory of Lymphocyte Signalling and Development, Babraham Institute, Babraham Research Campus, Cambridge, United Kingdom
| | - Geoffrey W. Butcher
- Laboratory of Lymphocyte Signalling and Development, Babraham Institute, Babraham Research Campus, Cambridge, United Kingdom
- * E-mail:
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