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Wang Z, Wang L, Dai L, Wang Y, Li E, An S, Wang F, Liu D, Pan W. Identification of candidate aberrant differentially methylated/expressed genes in asthma. Allergy Asthma Clin Immunol 2022; 18:108. [PMID: 36550577 PMCID: PMC9784293 DOI: 10.1186/s13223-022-00744-5] [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: 08/04/2022] [Accepted: 11/23/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Asthma is an important non-communicable disease worldwide. DNA methylation is associated with the occurrence and development of asthma. We are aimed at assuring differential expressed genes (DEGs) modified by aberrantly methylated genes (DMGs) and pathways related to asthma by integrating bioinformatics analysis. METHODS One mRNA dataset (GSE64913) and one gene methylation dataset (GSE137716) were selected from the Gene Expression Omnibus (GEO) database. Functional enrichment analysis was performed using GeneCodies 4.0 database. All gene expression matrices were analyzed by Gene set enrichment analysis (GSEA) software. STRING was applied to construct a protein-protein interaction (PPI) network to find the hub genes. Then, electronic validation was performed to verify the hub genes, followed by the evaluation of diagnostic value. Eventually, quantitative real-time polymerase chain reaction (qRT-PCR) was utilized to detect the expression of hub genes. RESULTS In total, 14 hypomethylated/high-expression genes and 10 hypermethylated/low-expression genes were obtained in asthma. Among them, 10 hub genes were identified in the PPI network. Functional analysis demonstrated that the differentially methylated/expressed genes were primarily associated with the lung development, cytosol and protein binding. Notably, HLA-DOA was enriched in asthma. FKBP5, WNT5A, TM4SF1, PDK4, EPAS1 and GMPR had potential diagnostic value for asthma. CONCLUSION The project explored the pathogenesis of asthma, which may provide a research basis for the prediction and the drug development of asthma.
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Affiliation(s)
- Zongling Wang
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
| | - Lizhi Wang
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
| | - Lina Dai
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
| | - Yanan Wang
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
| | - Erhong Li
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
| | - Shuyuan An
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
| | - Fengliang Wang
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
| | - Dan Liu
- Clinical laboratory, Qingdao Fuwai Cardiovascular Hospital, Qingdao, China
| | - Wen Pan
- Department of internal medicine, Qingdao Fuwai Cardiovascular Hospital, 18th Floor north, 201 Nanjing Road, 266034 Qingdao, Shandong China
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Graves AM, Virdis F, Morrison E, Álvaro-Benito M, Khan AA, Freund C, Golovkina TV, Denzin LK. Human Hepatitis B Viral Infection Outcomes Are Linked to Naturally Occurring Variants of HLA-DOA That Have Altered Function. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2020; 205:923-935. [PMID: 32690655 PMCID: PMC7415708 DOI: 10.4049/jimmunol.2000476] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 06/11/2020] [Indexed: 12/21/2022]
Abstract
HLA molecules of the MHC class II (MHCII) bind and present pathogen-derived peptides for CD4 T cell activation. Peptide loading of MHCII in the endosomes of cells is controlled by the interplay of the nonclassical MHCII molecules, HLA-DM (DM) and HLA-DO (DO). DM catalyzes peptide loading, whereas DO, an MHCII substrate mimic, prevents DM from interacting with MHCII, resulting in an altered MHCII-peptide repertoire and increased MHCII-CLIP. Although the two genes encoding DO (DOA and DOB) are considered nonpolymorphic, there are rare natural variants. Our previous work identified DOB variants that altered DO function. In this study, we show that natural variation in the DOA gene also impacts DO function. Using the 1000 Genomes Project database, we show that ∼98% of individuals express the canonical DOA*0101 allele, and the remaining individuals mostly express DOA*0102, which we found was a gain-of-function allele. Analysis of 25 natural occurring DOα variants, which included the common alleles, identified three null variants and one variant with reduced and nine with increased ability to modulate DM activity. Unexpectedly, several of the variants produced reduced DO protein levels yet efficiently inhibited DM activity. Finally, analysis of associated single-nucleotide polymorphisms genetically linked the DOA*0102 common allele, a gain-of-function variant, with human hepatitis B viral persistence. In contrast, we found that the DOα F114L null allele was linked with viral clearance. Collectively, these studies show that natural variation occurring in the human DOA gene impacts DO function and can be linked to specific outcomes of viral infections.
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Affiliation(s)
- Austin M Graves
- Child Health Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08901
- Rutgers Graduate School of Biomedical Sciences, Piscataway, NJ 08854
| | - Francesca Virdis
- Child Health Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08901
| | - Eliot Morrison
- Laboratory of Protein Biochemistry, Department of Biology, Chemistry and Pharmacy, Free University of Berlin, 14195 Berlin, Germany
| | - Miguel Álvaro-Benito
- Laboratory of Protein Biochemistry, Department of Biology, Chemistry and Pharmacy, Free University of Berlin, 14195 Berlin, Germany
| | - Aly A Khan
- Department of Pathology, The University of Chicago, Chicago, IL 60637
| | - Christian Freund
- Laboratory of Protein Biochemistry, Department of Biology, Chemistry and Pharmacy, Free University of Berlin, 14195 Berlin, Germany
| | | | - Lisa K Denzin
- Child Health Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08901;
- Department of Pediatrics, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08901; and
- Department of Pharmacology, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08901
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Lian XD, Zhang XH, Dai ZX, Zheng YT. Identification of the major histocompatibility complex class-II DM and DO alleles in a cohort of northern pig-tailed macaques (Macaca leonina). Immunogenetics 2017; 70:271-277. [PMID: 29030661 DOI: 10.1007/s00251-017-1036-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2017] [Accepted: 10/05/2017] [Indexed: 01/05/2023]
Abstract
The northern pig-tailed macaque (Macaca leonina) has been considered as an independent species from the pig-tailed macaque group. We have previously reported that this species macaque has the potential to be a useful animal model in HIV/AIDS pathogenesis and vaccine studies due to its susceptibility to HIV-1. To develop this animal into a potential HIV/AIDS model, we have studied the classical MHC genes of this animal. In this study, the non-classical MHC genes Malo-DM and Malo-DO alleles were first characterized by sequencing and cloning in 12 unrelated northern pig-tailed macaques. A total of 20 full-length sequences identified include 4 Malo-DMA, 5 Malo-DMB, 7 Malo-DOA, and 4 Malo-DOB alleles. Most of these allele sequences were shared between northern pig-tailed macaque and other macaque species in exon 2. The full-length MHC-DM and MHC-DO sequences provide more comprehensive analysis of immunogenetics of northern pig-tailed macaques and increase the value of the macaques in further biomedical studies.
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Affiliation(s)
- Xiao-Dong Lian
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, 650223, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xi-He Zhang
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, 650223, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zheng-Xi Dai
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, 650223, China
| | - Yong-Tang Zheng
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, 650223, China. .,Kunming Primate Research Center, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650223, China.
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Okada Y, Suzuki A, Ikari K, Terao C, Kochi Y, Ohmura K, Higasa K, Akiyama M, Ashikawa K, Kanai M, Hirata J, Suita N, Teo YY, Xu H, Bae SC, Takahashi A, Momozawa Y, Matsuda K, Momohara S, Taniguchi A, Yamada R, Mimori T, Kubo M, Brown M, Raychaudhuri S, Matsuda F, Yamanaka H, Kamatani Y, Yamamoto K. Contribution of a Non-classical HLA Gene, HLA-DOA, to the Risk of Rheumatoid Arthritis. Am J Hum Genet 2016; 99:366-74. [PMID: 27486778 DOI: 10.1016/j.ajhg.2016.06.019] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Accepted: 06/21/2016] [Indexed: 01/11/2023] Open
Abstract
Despite the progress in human leukocyte antigen (HLA) causal variant mapping, independent localization of major histocompatibility complex (MHC) risk from classical HLA genes is challenging. Here, we conducted a large-scale MHC fine-mapping analysis of rheumatoid arthritis (RA) in a Japanese population (6,244 RA cases and 23,731 controls) population by using HLA imputation, followed by a multi-ethnic validation study including east Asian and European populations (n = 7,097 and 23,149, respectively). Our study identified an independent risk of a synonymous mutation at HLA-DOA, a non-classical HLA gene, on anti-citrullinated protein autoantibody (ACPA)-positive RA risk (p = 1.4 × 10(-9)), which demonstrated a cis-expression quantitative trait loci (cis-eQTL) effect on HLA-DOA expression. Trans-ethnic comparison revealed different linkage disequilibrium (LD) patterns in HLA-DOA and HLA-DRB1, explaining the observed HLA-DOA variant risk heterogeneity among ethnicities, which was most evident in the Japanese population. Although previous HLA fine-mapping studies have identified amino acid polymorphisms of the classical HLA genes as driving genetic susceptibility to disease, our study additionally identifies the dosage contribution of a non-classical HLA gene to disease etiology. Our study contributes to the understanding of HLA immunology in human diseases and suggests the value of incorporating additional ancestry in MHC fine-mapping.
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Marsh SGE, Albert ED, Bodmer WF, Bontrop RE, Dupont B, Erlich HA, Fernández-Viña M, Geraghty DE, Holdsworth R, Hurley CK, Lau M, Lee KW, Mach B, Maiers M, Mayr WR, Müller CR, Parham P, Petersdorf EW, Sasazuki T, Strominger JL, Svejgaard A, Terasaki PI, Tiercy JM, Trowsdale J. Nomenclature for factors of the HLA system, 2010. TISSUE ANTIGENS 2010. [PMID: 20356336 DOI: 10.1111/j.1399‐0039.2010.01466.x] [Citation(s) in RCA: 144] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Marsh SGE, Albert ED, Bodmer WF, Bontrop RE, Dupont B, Erlich HA, Fernández-Viña M, Geraghty DE, Holdsworth R, Hurley CK, Lau M, Lee KW, Mach B, Maiers M, Mayr WR, Müller CR, Parham P, Petersdorf EW, Sasazuki T, Strominger JL, Svejgaard A, Terasaki PI, Tiercy JM, Trowsdale J. Nomenclature for factors of the HLA system, 2010. TISSUE ANTIGENS 2010; 75:291-455. [PMID: 20356336 PMCID: PMC2848993 DOI: 10.1111/j.1399-0039.2010.01466.x] [Citation(s) in RCA: 2933] [Impact Index Per Article: 209.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Marsh SGE. Nomenclature for factors of the HLA system, October 2005 update*. Int J Immunogenet 2006; 33:63-4. [PMID: 16426247 DOI: 10.1111/j.1744-313x.2006.00566.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- S G E Marsh
- Anthony Nolan Research Institute, Royal Free Hospital, Pond Street, London NW3 2QG, UK.
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