1
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Wang H, Len L, Hu L, Hu Y. Combining machine learning and single-cell sequencing to identify key immune genes in sepsis. Sci Rep 2025; 15:1557. [PMID: 39789158 PMCID: PMC11718265 DOI: 10.1038/s41598-025-85799-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 01/06/2025] [Indexed: 01/12/2025] Open
Abstract
This research aimed to identify novel indicators for sepsis by analyzing RNA sequencing data from peripheral blood samples obtained from sepsis patients (n = 23) and healthy controls (n = 10). 5148 differentially expressed genes were identified using the DESeq2 technique and 5636 differentially expressed genes were identified by the limma method(|Log2 Fold Change|≥2, FDR < 0.05). A total of 1793 immune-related genes were identified from the ImmPort database, with 358 genes identified in both groups. Next, a Biological association network was constructed, and five key hub genes (CD4, HLA-DOB, HLA-DRB1, HLA-DRA, AHNAK) were identified using a combination of three topological analysis algorithms (MCC, Closeness, and MNC) and four machine learning algorithms (Random Forest, LASSO regression, SVM, and XGBoost). immune cell distribution showed that the key genes correlated with multiple immune cell infiltrations. Gene Set Enrichment Analysis (GSEA) revealed that the key genes involved multiple immune response and inflammation-related signaling pathways. Subsequently, diagnostic models were constructed using four machine learning algorithms (Logistic regression, AdaBoost, KNN, and XGBoost) based on the identified key genes. Models with the highest performance were then selected. Ultimately, single-cell sequencing data revealed that the identified key genes were expressed in various immune cells, while Quantitative PCR (qPCR) tests confirmed their reduced expression in the sepsis group.
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Affiliation(s)
- Hao Wang
- Clinical Medical College, Southwest Medical University, Luzhou, People's Republic of China
| | - Linghan Len
- Department of Emergency Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, People's Republic of China
| | - Li Hu
- Department of Emergency Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, People's Republic of China
| | - Yingchun Hu
- Department of Emergency Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, People's Republic of China.
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2
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Peter E, Dumez P, Honnorat J, Desestret V. Mechanisms of immune tolerance breakdown in paraneoplastic neurological syndromes. Rev Neurol (Paris) 2024; 180:931-939. [PMID: 39299842 DOI: 10.1016/j.neurol.2024.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 08/01/2024] [Accepted: 08/28/2024] [Indexed: 09/22/2024]
Abstract
Paraneoplastic neurological syndromes (PNS) are rare autoimmune disorders triggered by the presence of a cancer. The autoimmunity is herein directed against proteins expressed both in the tumor and in the nervous system, namely the onconeural antigens, against which are directed specific autoantibodies, each of them characterizing a neurological syndrome. The mechanisms of the immune tolerance breakdown in PNS leading to the production of specific autoantibodies directed against the nervous system and leading to the immune attack begins to be explained. Each syndrome is associated with a specific histo-molecular subtype of tumor suggesting a link between the PNS genesis and oncogenesis. The expression of the onconeural antigen by these tumors is insufficient to explain the immune tolerance breakdown. In some PNS tumors, alterations of the antigen have been identified: mutations, gene copy number variation and overexpression of transcript and protein. But in others PNS, no such molecular alterations of the onconeural antigens have been demonstrated. In these cases, other mechanisms of neoantigen generation that may be involved remain to be deciphered. Cancer outcomes of PNS tumors are also characterized by the high frequency of lymph node metastasis at diagnosis. At the primary tumor site, the antitumor immune reaction seems to be particularly intense and characterized by a prominence of B-cell and Ig-secreting plasma cells that may generate the autoantibody secretion. The immune control mechanisms leading to such organization of the immune attack are not known to date. Renewed research efforts are thus needed to better understand the mechanism of immune tolerance breakdown in each PNS and determine potential targets to meet the therapeutic challenges posed by these rare disorders.
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Affiliation(s)
- E Peter
- Inserm U1314/UMR CNRS5284, SynatAc Team, MeLis Institute, Lyon, France; French Reference Center on Paraneoplastic Neurological Syndromes, Hospices Civils de Lyon, Lyon, France; University of Lyon, Université Claude-Bernard Lyon 1, Lyon, France
| | - P Dumez
- Inserm U1314/UMR CNRS5284, SynatAc Team, MeLis Institute, Lyon, France; French Reference Center on Paraneoplastic Neurological Syndromes, Hospices Civils de Lyon, Lyon, France; University of Lyon, Université Claude-Bernard Lyon 1, Lyon, France
| | - J Honnorat
- Inserm U1314/UMR CNRS5284, SynatAc Team, MeLis Institute, Lyon, France; French Reference Center on Paraneoplastic Neurological Syndromes, Hospices Civils de Lyon, Lyon, France; University of Lyon, Université Claude-Bernard Lyon 1, Lyon, France
| | - V Desestret
- Inserm U1314/UMR CNRS5284, SynatAc Team, MeLis Institute, Lyon, France; French Reference Center on Paraneoplastic Neurological Syndromes, Hospices Civils de Lyon, Lyon, France; University of Lyon, Université Claude-Bernard Lyon 1, Lyon, France.
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3
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Georgopoulos AP, James LM. Immunogenetic profiles of 9 human herpes virus envelope glycoproteins. Sci Rep 2024; 14:20924. [PMID: 39251790 PMCID: PMC11385983 DOI: 10.1038/s41598-024-71558-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 08/29/2024] [Indexed: 09/11/2024] Open
Abstract
Human herpes viruses (HHV) are ubiquitous and have been implicated in numerous long-term health conditions. Since the association between viral exposure and long-term health impacts is partially influenced by variation in human leukocyte antigen (HLA) genes, we evaluated in silico the binding affinities of 9 HHV envelope glycoproteins with 127 common HLA Class I and Class II molecules. The findings show substantial variability in HHV binding affinity across viruses, HLA Class, HLA genes, and HLA alleles. Specific findings were as follows: (1) the predicted binding affinities of HHVs were characterized by four distinct groupings-[HHV1, HHV2], [HHV3, HHV4, HHV5], [HHV6A], [HHV6B, HHV7, HHV8]-with relatively lower binding affinities for HHV1, HHV2, and HHV6a compared to other HHVs; (2) significantly higher binding affinity was found for HLA Class I relative to Class II; (3) analyses within each class demonstrated that alleles of the C gene (for Class I) and DRB1 gene (for Class II) had the highest binding affinities; and (4) for each virus, predicted binding affinity to specific alleles varied, with HHV6a having the lowest affinity for HHV-HLA complexes, and HHV3, HHV4, and HHV5 having the highest. Since HLA-antigen binding is the first step in initiating an immune response to foreign antigens, these relative differences in HHV binding affinities are likely to influence long-term health impacts such that the cells infected with viruses associated with higher binding affinities across common HLA alleles may be more reduced in numbers, thereby lowering the potential for long-term sequelae of their infections.
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Affiliation(s)
- Apostolos P Georgopoulos
- The HLA Research Group, Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis VAMC, One Veterans Drive, Minneapolis, MN, 55417, USA.
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, USA.
- Institute for Health Informatics, University of Minnesota Medical School, Minneapolis, MN, USA.
| | - Lisa M James
- The HLA Research Group, Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis VAMC, One Veterans Drive, Minneapolis, MN, 55417, USA
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, USA
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4
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Lerner A, Benzvi C, Vojdani A. HLA-DQ2/8 and COVID-19 in Celiac Disease: Boon or Bane. Microorganisms 2023; 11:2977. [PMID: 38138121 PMCID: PMC10745744 DOI: 10.3390/microorganisms11122977] [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: 11/15/2023] [Revised: 12/05/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
The SARS-CoV-2 pandemic continues to pose a global threat. While its virulence has subsided, it has persisted due to the continual emergence of new mutations. Although many high-risk conditions related to COVID-19 have been identified, the understanding of protective factors remains limited. Intriguingly, epidemiological evidence suggests a low incidence of COVID-19-infected CD patients. The present study explores whether their genetic background, namely, the associated HLA-DQs, offers protection against severe COVID-19 outcomes. We hypothesize that the HLA-DQ2/8 alleles may shield CD patients from SARS-CoV-2 and its subsequent effects, possibly due to memory CD4 T cells primed by previous exposure to human-associated common cold coronaviruses (CCC) and higher affinity to those allele's groove. In this context, we examined potential cross-reactivity between SARS-CoV-2 epitopes and human-associated CCC and assessed the binding affinity (BA) of these epitopes to HLA-DQ2/8. Using computational methods, we analyzed sequence similarity between SARS-CoV-2 and four distinct CCC. Of 924 unique immunodominant 15-mer epitopes with at least 67% identity, 37 exhibited significant BA to HLA-DQ2/8, suggesting a protective effect. We present various mechanisms that might explain the protective role of HLA-DQ2/8 in COVID-19-afflicted CD patients. If substantiated, these insights could enhance our understanding of the gene-environment enigma and viral-host relationship, guiding potential therapeutic innovations against the ongoing SARS-CoV-2 pandemic.
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Affiliation(s)
- Aaron Lerner
- The Zabludowicz Center for Autoimmune Diseases, Chaim Sheba Medical Center, Ramat Gan 5262160, Israel;
- Research Department, Ariel University, Ariel 4077625, Israel
| | - Carina Benzvi
- The Zabludowicz Center for Autoimmune Diseases, Chaim Sheba Medical Center, Ramat Gan 5262160, Israel;
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5
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Khan T, Ledoux IM, Aziz F, Al Ali F, Chin-Smith E, Ata M, Karim MY, Marr N. Associations between HLA class II alleles and IgE sensitization to allergens in the Qatar Biobank cohort. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. GLOBAL 2023; 2:100117. [PMID: 37779520 PMCID: PMC10509938 DOI: 10.1016/j.jacig.2023.100117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 01/16/2023] [Accepted: 02/05/2023] [Indexed: 10/03/2023]
Abstract
Background Allergic disorders are the consequence of IgE sensitization to allergens. Population studies have shown that certain human leukocyte antigen (HLA) alleles are associated with increased or decreased risk of developing allergy. Objective We aimed to characterize the relationship between HLA class II allelic diversity and IgE sensitization in an understudied Arab population. Methods We explored associations between IgE sensitization to 7 allergen mixes and mesquite (comprising 41 food or aeroallergens) and 45 common classical HLA class II alleles in a well-defined cohort of 797 individuals representing the general adult population of Qatari nationals and long-term residents. To do so, we performed HLA calling from whole genome sequencing data at 2-field resolution using 2 independent algorithms. We then applied 3 different regression models to assess either each allergen mix independently, in the context of IgE sensitization to other allergens tested, or polysensitization. Results More than half (n = 447) of the study participants showed IgE sensitization to at least 1 allergen, most of them (n = 400) to aeroallergens (Phadiatop). We identified statistically significant negative and positive associations with 24 HLA class II alleles. These have been reported to confer risk or protection from variety of diseases; however, only a few have previously been associated with allergy in other populations. Conclusions Our study reveals several new risk and protective genetic markers for allergen-specific IgE sensitization. This is a first and essential step toward a better understanding of the origins of allergic diseases in this understudied population.
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Affiliation(s)
- Taushif Khan
- Department of Human Immunology, Sidra Medicine, Doha, Qatar
- Department of Computational Science, The Jackson Laboratory, Farmington, Conn
| | | | - Ferdousey Aziz
- the Department of Pathology, Sidra Medicine, Doha, Qatar
| | - Fatima Al Ali
- Department of Human Immunology, Sidra Medicine, Doha, Qatar
| | | | - Manar Ata
- Department of Human Immunology, Sidra Medicine, Doha, Qatar
| | - Mohammed Yousuf Karim
- the Department of Pathology, Sidra Medicine, Doha, Qatar
- the College of Medicine, Qatar University, Doha, Qatar
| | - Nico Marr
- Department of Human Immunology, Sidra Medicine, Doha, Qatar
- the College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
- Institute of Translational Immunology, Brandenburg Medical School, Brandenburg an der Havel, Germany
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6
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Pagadala M, Sears TJ, Wu VH, Pérez-Guijarro E, Kim H, Castro A, Talwar JV, Gonzalez-Colin C, Cao S, Schmiedel BJ, Goudarzi S, Kirani D, Au J, Zhang T, Landi T, Salem RM, Morris GP, Harismendy O, Patel SP, Alexandrov LB, Mesirov JP, Zanetti M, Day CP, Fan CC, Thompson WK, Merlino G, Gutkind JS, Vijayanand P, Carter H. Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response. Nat Commun 2023; 14:2744. [PMID: 37173324 PMCID: PMC10182072 DOI: 10.1038/s41467-023-38271-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 04/24/2023] [Indexed: 05/15/2023] Open
Abstract
With the continued promise of immunotherapy for treating cancer, understanding how host genetics contributes to the tumor immune microenvironment (TIME) is essential to tailoring cancer screening and treatment strategies. Here, we study 1084 eQTLs affecting the TIME found through analysis of The Cancer Genome Atlas and literature curation. These TIME eQTLs are enriched in areas of active transcription, and associate with gene expression in specific immune cell subsets, such as macrophages and dendritic cells. Polygenic score models built with TIME eQTLs reproducibly stratify cancer risk, survival and immune checkpoint blockade (ICB) response across independent cohorts. To assess whether an eQTL-informed approach could reveal potential cancer immunotherapy targets, we inhibit CTSS, a gene implicated by cancer risk and ICB response-associated polygenic models; CTSS inhibition results in slowed tumor growth and extended survival in vivo. These results validate the potential of integrating germline variation and TIME characteristics for uncovering potential targets for immunotherapy.
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Affiliation(s)
- Meghana Pagadala
- Biomedical Sciences Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Timothy J Sears
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Victoria H Wu
- Department of Pharmacology, UCSD Moores Cancer Center, La Jolla, CA, 92093, USA
| | - Eva Pérez-Guijarro
- Laboratory of Cancer Biology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Hyo Kim
- Undergraduate Bioengineering Program, Jacobs School of Engineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Andrea Castro
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - James V Talwar
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | | | - Steven Cao
- Division of Epidemiology, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, 92093, USA
| | | | | | - Divya Kirani
- Undergraduate Biology and Bioinformatics Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jessica Au
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tongwu Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Rany M Salem
- Division of Epidemiology, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, 92093, USA
| | - Gerald P Morris
- Department of Pathology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Olivier Harismendy
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego School of Medicine, La Jolla, CA, 92093, USA
| | - Sandip Pravin Patel
- Center for Personalized Cancer Therapy, Division of Hematology and Oncology, UC San Diego Moores Cancer Center, San Diego, CA, 92037, USA
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jill P Mesirov
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA
| | - Maurizio Zanetti
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA
- The Laboratory of Immunology and Department of Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Chi-Ping Day
- Laboratory of Cancer Biology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Chun Chieh Fan
- Center for Population Neuroscience and Genetics, Laureate Institute for Brain Research, Tulsa, OK, 74136, USA
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Wesley K Thompson
- Division of Biostatistics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, 92093, USA
| | - Glenn Merlino
- Laboratory of Cancer Biology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - J Silvio Gutkind
- Department of Pharmacology, UCSD Moores Cancer Center, La Jolla, CA, 92093, USA
| | | | - Hannah Carter
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA.
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA.
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7
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Fan B, Huang X, Zhang X, Huang L, Yang Z, Ma S, Chu J, Huang K, Weng Y, Zhang L, Lin K, Sun H. Comprehensive research on the distribution of HLA-DRB1 in Chinese populations. HLA 2023; 101:239-248. [PMID: 36479840 DOI: 10.1111/tan.14923] [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: 04/24/2022] [Revised: 10/27/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022]
Abstract
By presenting antigen peptides, HLA-DRB1 plays an important role in the immune system. However, the allele frequency of HLA-DRB1 exon 2 across China has not been comprehensively studied, especially in minority populations. We sampled 3757 individuals from 59 population. The HLA-DRB1 region from 212 to 463 bp (NM_002124.4 exon 2) in each population was sequenced by Sanger sequencing and genotyped via SBTengine® software, and the allele frequency was calculated by GenAlEx 6.5. Eighty-two DRB1 alleles were identified. The expected heterozygosity of DRB1 was lower in the south than in the north, which was inconsistent with the Y chromosome and mitochondrial DNA results. The Mantel test and nonparametric correlation analysis showed that the correlations of the genetic distance with geographical distance and of DRB1 allele frequencies with latitude weakened after the southern and northern groups were considered separately. Principal coordinate analysis showed that populations speaking the same languages were not codistributed. Compared with other genetic markers, the distribution of DRB1 seems less affected by geographic distance and ethnic origin. Local factors such as gene flow with neighbouring populations, geographic isolation or natural selection are important forces shaping the DRB1 gene pool of local populations.
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Affiliation(s)
- Baitong Fan
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Xiaoqin Huang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Xiaochao Zhang
- Pharmaceutical College & Key Laboratory of Pharmacology for Natural Products of Yunnan Province, Kunming Medical University, Kunming, China
| | - Lifan Huang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Zhaoqing Yang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Shaohui Ma
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Jiayou Chu
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Kai Huang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Yuting Weng
- The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Lin Zhang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Keqin Lin
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Hao Sun
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
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8
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James LM, Leuthold AC, Georgopoulos AP. Human Leukocyte Antigen (HLA) Modulates the Dependence on Age of the Variability of Synchronous Neural Interactions. Neurosci Insights 2023; 18:26331055231159658. [PMID: 36969700 PMCID: PMC10037734 DOI: 10.1177/26331055231159658] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 02/08/2023] [Indexed: 03/29/2023] Open
Abstract
Recent evidence documented a protective effect of Class II human leukocyte antigen (HLA) DRB1*13 on brain health across the lifespan including evidence of reduced neural network variability relative to non-carriers. Here, in an extension of those findings, we evaluated the influence of a large number of Class I and Class II HLA alleles on aging-related changes in neural network variability. Cognitively healthy women (N = 178) ranging in age from 28 to 99 years old underwent a magnetoencephalography scan from which neural network variability was calculated and provided a blood sample from which HLA and apolipoprotein E (ApoE) genotype were determined. The primary analyses assessed the dependence of network variability on age in carriers of a specific HLA allele compared to non-carriers. Effects were considered protective if there was a significant increase of network variability with age in the absence of a given HLA allele but not in its presence, and were considered to confer susceptibility if the converse was documented; HLA alleles that did not influence the dependence of network variability on age in their presence or absence were considered neutral. Of 50 alleles investigated, 22 were found to be protective, 7 were found to confer susceptibility, and 21 were neutral. The frequencies of those 50 alleles were not associated significantly with ApoE genotype. The findings, which document the influence of HLA on age-related brain changes and highlight the role of HLA in healthy brain function, are discussed in terms of the role of HLA in the human immune response to foreign antigens.
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Affiliation(s)
- Lisa M James
- The HLA Research Group, Brain Sciences
Center, Department of Veterans Affairs Health Care System, Minneapolis, MN,
USA
- Department of Neuroscience, University
of Minnesota Medical School, Minneapolis, MN, USA
- Department of Psychiatry, University of
Minnesota Medical School, Minneapolis, MN, USA
- Center for Cognitive Sciences,
University of Minnesota, Minneapolis, MN, USA
- Lisa M James, Department of Neuroscience,
University of Minnesota Medical School, Brain Sciences Center (11B), Minneapolis
VAHCS, 1 Veterans Drive, Minneapolis, MN 55417, USA.
| | - Arthur C Leuthold
- The HLA Research Group, Brain Sciences
Center, Department of Veterans Affairs Health Care System, Minneapolis, MN,
USA
- Department of Neuroscience, University
of Minnesota Medical School, Minneapolis, MN, USA
| | - Apostolos P Georgopoulos
- The HLA Research Group, Brain Sciences
Center, Department of Veterans Affairs Health Care System, Minneapolis, MN,
USA
- Department of Neuroscience, University
of Minnesota Medical School, Minneapolis, MN, USA
- Department of Psychiatry, University of
Minnesota Medical School, Minneapolis, MN, USA
- Center for Cognitive Sciences,
University of Minnesota, Minneapolis, MN, USA
- Department of Neurology, University of
Minnesota, Minneapolis, MN, USA
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9
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Identification of a novel cardiac epitope triggering T-cell responses in patients with myocardial infarction. J Mol Cell Cardiol 2022; 173:25-29. [PMID: 36122767 DOI: 10.1016/j.yjmcc.2022.09.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 08/12/2022] [Accepted: 09/12/2022] [Indexed: 01/06/2023]
Abstract
T-cells contribute to pathophysiological processes in myocardial diseases, including myocardial infarction (MI) and heart failure (HF). Antigen-specificity is a hallmark of T-cell responses but the cardiac antigens that trigger heart-directed T-cell responses in patients have not yet been uncovered, thus posing a roadblock to translation. In the present exploratory study, we identified a peptide fragment of the beta-1 adrenergic receptor (ADRB1) that elicits CD4+ T-cell responses after myocardial infarction in patients with a defined HLA haplotype. Our observations may advance the development of tools to monitor other antigen-specific immune responses in patients.
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10
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Immunogenetics of posttraumatic stress disorder (PTSD) in women veterans. Brain Behav Immun Health 2022; 26:100567. [DOI: 10.1016/j.bbih.2022.100567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 11/22/2022] [Accepted: 11/25/2022] [Indexed: 12/02/2022] Open
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11
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Cancado ELR, Goldbaum-Crescente J, Terrabuio DRB. HLA-related genetic susceptibility in autoimmune hepatitis according to autoantibody profile. Front Immunol 2022; 13:1032591. [PMID: 36311739 PMCID: PMC9606223 DOI: 10.3389/fimmu.2022.1032591] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 09/26/2022] [Indexed: 11/13/2022] Open
Abstract
Although the prevalence of autoimmune hepatitis in first-degree relatives is small, the relationship between genetic markers, especially human leucocyte antigens (HLA), and susceptibility to this disease, has been studied for over three decades. The genetic susceptibility to AIH is believed to be different in the two subtypes of the disease, AIH type 1 and AIH type 2. Type 1 AIH has anti-smooth muscle and anti-nuclear antibodies as its main markers, while those of type 2 AIH are the anti-liver/kidney microsome type 1 and anti-liver cytosol type 1 antibodies. The anti-soluble liver antigen/liver-pancreas antibodies, which, in addition to being present in both subtypes, mark an important number of patients without serological markers. Therefore, a third type of disease is questionable. The vast majority of immunogenetic studies compare the differences between the two main types and make no difference between which antibodies are present to define the subtype. This review seeks to analyze what was most important published in the AIH in this context, trying to relate the HLA alleles according to the AIH marker autoantibodies.
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Affiliation(s)
- Eduardo Luiz Rachid Cancado
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- *Correspondence: Eduardo Luiz Rachid Cancado,
| | - Juliana Goldbaum-Crescente
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
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12
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Miglioranza Scavuzzi B, van Drongelen V, Kaur B, Fox JC, Liu J, Mesquita-Ferrari RA, Kahlenberg JM, Farkash EA, Benavides F, Miller FW, Sawalha AH, Holoshitz J. The lupus susceptibility allele DRB1*03:01 encodes a disease-driving epitope. Commun Biol 2022; 5:751. [PMID: 35902632 PMCID: PMC9334592 DOI: 10.1038/s42003-022-03717-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Accepted: 07/14/2022] [Indexed: 12/14/2022] Open
Abstract
The HLA-DRB1*03:01 allele is a major genetic risk factor in systemic lupus erythematosus (SLE), but the mechanistic basis of the association is unclear. Here we show that in the presence of interferon gamma (IFN-γ), a short DRB1*03:01-encoded allelic epitope activates a characteristic lupus transcriptome in mouse and human macrophages. It also triggers a cascade of SLE-associated cellular aberrations, including endoplasmic reticulum stress, unfolded protein response, mitochondrial dysfunction, necroptotic cell death, and production of pro-inflammatory cytokines. Parenteral administration of IFN-γ to naïve DRB1*03:01 transgenic mice causes increased serum levels of anti-double stranded DNA antibodies, glomerular immune complex deposition and histopathological renal changes that resemble human lupus nephritis. This study provides evidence for a noncanonical, antigen presentation-independent mechanism of HLA-disease association in SLE and could lay new foundations for our understanding of key molecular mechanisms that trigger and propagate this devastating autoimmune disease.
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Affiliation(s)
| | | | - Bhavneet Kaur
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
| | | | - Jianhua Liu
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
| | | | | | - Evan A Farkash
- Department of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Fernando Benavides
- Department of Epigenetics and Molecular Carcinogenesis, MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Frederick W Miller
- Environmental Autoimmunity Group, National Institute of Environmental Health Sciences, Research Triangle Park, NC, 27709, USA
| | - Amr H Sawalha
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
- Departments of Pediatrics and Internal Medicine, University of Pittsburgh, Pittsburgh, PA, 15224, USA
| | - Joseph Holoshitz
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA.
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13
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Predisposition of HLA-DRB1*04:01/*15 heterozygous genotypes to Japanese mixed connective tissue disease. Sci Rep 2022; 12:9916. [PMID: 35705662 PMCID: PMC9200795 DOI: 10.1038/s41598-022-14116-x] [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: 11/22/2021] [Accepted: 06/01/2022] [Indexed: 11/08/2022] Open
Abstract
Mixed connective tissue disease (MCTD) is a rare systemic autoimmune disease characterized by the production of anti-U1 ribonucleoprotein antibodies and systemic symptoms similar to those of some other autoimmune diseases. HLA-DRB1 polymorphisms are important genetic risk factors for MCTD, but precise associations of DRB1 genotypes with MCTD have not been reported in Japanese people. Genotyping of HLA-DRB1 and -DQB1 was performed in Japanese MCTD patients (n = 116) and controls (n = 413). Associations of specific allele carriers and genotype frequencies with MCTD were analyzed.The following alleles were found to be associated with predisposition to MCTD: HLA-DRB1*04:01 (P = 8.66 × 10–6, Pc = 0.0003, odds ratio [OR] 7.96, 95% confidence interval [CI] 3.13‒20.24) and DRB1*09:01 (P = 0.0189, Pc = 0.5468, OR 1.73, 95% CI 1.12‒2.67). In contrast, the carrier frequency of the DRB1*13:02 allele (P = 0.0032, Pc = 0.0929, OR 0.28, 95% CI 0.11‒0.72) was lower in MCTD patients than in controls. The frequencies of heterozygosity for HLA-DRB1*04:01/*15 (P = 1.88 × 10–7, OR 81.54, 95% CI 4.74‒1402.63) and DRB1*09:01/*15 (P = 0.0061, OR 2.94, 95% CI 1.38‒6.25) were also higher in MCTD patients. Haplotype and logistic regression analyses suggested a predisposing role for HLA-DRB1*04:01, DQB1*03:03, and a protective role for DRB1*13:02. Increased frequencies of HLA-DRB1*04:01/*15 and DRB1*09:01/*15 heterozygous genotypes were found in Japanese MCTD patients.
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14
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Scavuzzi BM, van Drongelen V, Holoshitz J. HLA-G and the MHC Cusp Theory. Front Immunol 2022; 13:814967. [PMID: 35281038 PMCID: PMC8913506 DOI: 10.3389/fimmu.2022.814967] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 02/07/2022] [Indexed: 12/14/2022] Open
Abstract
Human leukocyte antigens (HLA) are significant genetic risk factors in a long list of diseases. However, the mechanisms underlying these associations remain elusive in many cases. The best-characterized function of classical major histocompatibility complex (MHC) antigens is to allow safe presentation of antigenic peptides via a self/non-self-discrimination process. Therefore, most hypotheses to date have posited that the observed associations between certain HLA molecules and human diseases involve antigen presentation (AP). However, these hypotheses often represent inconsistencies with current knowledge. To offer answers to the inconsistencies, a decade ago we have invoked the MHC Cusp theory, postulating that in addition to its main role in AP, the MHC codes for allele-specific molecules that act as ligands in a conformationally-conserved cusp-like fold, which upon interaction with cognate receptors can trigger MHC-associated diseases. In the ensuing years, we have provided empirical evidence that substantiates the theory in several HLA-Class II-associated autoimmune diseases. Notably, in a recent study we have demonstrated that HLA-DRB1 alleles known to protect against several autoimmune diseases encode a protective epitope at the cusp region, which activates anti-inflammatory signaling leading to transcriptional and functional modulatory effects. Relevant to the topic of this session, cusp ligands demonstrate several similarities to the functional effects of HLA-G. The overall goal of this opinion article is to delineate the parallels and distinctive features of the MHC Cusp theory with structural and functional aspects of HLA-G molecules.
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Affiliation(s)
| | - Vincent van Drongelen
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Joseph Holoshitz
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
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15
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Kaabinejadian S, Barra C, Alvarez B, Yari H, Hildebrand WH, Nielsen M. Accurate MHC Motif Deconvolution of Immunopeptidomics Data Reveals a Significant Contribution of DRB3, 4 and 5 to the Total DR Immunopeptidome. Front Immunol 2022; 13:835454. [PMID: 35154160 PMCID: PMC8826445 DOI: 10.3389/fimmu.2022.835454] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 01/10/2022] [Indexed: 01/23/2023] Open
Abstract
Mass spectrometry (MS) based immunopeptidomics is used in several biomedical applications including neo-epitope discovery in oncology, next-generation vaccine development and protein-drug immunogenicity assessment. Immunopeptidome data are highly complex given the expression of multiple HLA alleles on the cell membrane and presence of co-immunoprecipitated contaminants. The absence of tools that deal with these challenges effectively and guide the analysis and interpretation of this complex type of data is currently a major bottleneck for the large-scale application of this technique. To resolve this, we here present the MHCMotifDecon that benefits from state-of-the-art HLA class-I and class-II predictions to accurately deconvolute immunopeptidome datasets and assign individual ligands to the most likely HLA molecule, allowing to identify and characterize HLA binding motifs while discarding co-purified contaminants. We have benchmarked the tool against other state-of-the-art methods and illustrated its application on experimental datasets for HLA-DR demonstrating a previously underappreciated role for HLA-DRB3/4/5 molecules in defining HLA class II immune repertoires. With its ease of use, MHCMotifDecon can efficiently guide interpretation of immunopeptidome datasets, serving the discovery of novel T cell targets. MHCMotifDecon is available at https://services.healthtech.dtu.dk/service.php?MHCMotifDecon-1.0.
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Affiliation(s)
- Saghar Kaabinejadian
- Pure MHC, LLC., Oklahoma City, OK, United States.,Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Carolina Barra
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Bruno Alvarez
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, Buenos Aires, Argentina
| | - Hooman Yari
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - William H Hildebrand
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Morten Nielsen
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark.,Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, Buenos Aires, Argentina
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16
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HLA-disease association and pleiotropy landscape in over 235,000 Finns. Hum Immunol 2022; 83:391-398. [DOI: 10.1016/j.humimm.2022.02.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/31/2022] [Accepted: 02/09/2022] [Indexed: 01/10/2023]
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17
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Pandi S, Chinniah R, Sevak V, Ravi PM, Raju M, Vellaiappan NA, Karuppiah B. Association of HLA-DRB1, DQA1 and DQB1 alleles and haplotype in Parkinson's disease from South India. Neurosci Lett 2021; 765:136296. [PMID: 34655711 DOI: 10.1016/j.neulet.2021.136296] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 10/01/2021] [Accepted: 10/11/2021] [Indexed: 10/20/2022]
Abstract
Parkinson's disease (PD) is a chronic, neurodegenerative motor disease exhibiting familial and sporadic forms. The present study was aimed to elucidate the association of HLA-DRB1*, DQA1* and DQB1* alleles with PD. A total of 105 PD patients and 100 healthy controls were typed by PCR-SSP method. We further carried out high-resolution genotyping for DQB1 and DQA1. Results revealed the increased frequencies of alleles DRB1*04 (OR = 2.36), DRB1* 13 (OR = 4.04), DQA1* 01:04:01 (OR = 4.51), DQB1*02:01 (OR = 2.66) and DQB1*06:03 (OR = 2.65) in PD patients suggesting susceptible associations. Further, decreased frequencies observed for alleles DRB1*10 (OR = 0.34), DRB1*15 (OR = 0.44), DQA1*04:01 (OR = 0.28), DQA1*06:01 (OR = 0.11) and HLA-DQB1*05:01 (OR = 0.37) among patients have suggested protective associations. Significant disease associations were observed for two-locus haplotype such as DRB1*13-DQB1*06:03 (OR = 11.52), DQA1*01:041-DQB1*06:03 (OR = 16.50), DQA1*01:041-DQB1*05:02 (OR = 5.38) and DQA1*04:01-DQB1*06:03 (OR = 3.027). Protective associations were observed for haplotypes DRB1*10-DQB1*05:01 (OR = 0.21), DRB1*15-DQB1*06 (OR = 0.006), DQA1*04:01-DQB1*05:01 (OR = 0.400) and DQA1*04:01-DQB1*05:03 (OR = 0.196). The critical amino acid residue analyses have revealed strong susceptible association for the residues of DQB1 alleles such as: L26, S28, K71, T71 and A74, Y9, S30, D37, I37, A38, A57 and S57; and for the residues of DQA1 alleles such as: C11, F61, I74, and M76. Similarly, amino acid residues such as A13, G26, Y26, A71, S74, L9 and V38 of HLA-DQB1 alleles and residues such as Y11, G61, S74 and L76 of DQA1 alleles showed protective associations. Thus, our study documented the susceptible and protective associations of DRB1*, DQB1 and DQA1 alleles and haplotypes in developing the disease and their influence on longevity of PD patients in south India.
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Affiliation(s)
- Sasiharan Pandi
- Department of Immunology, School of Biological Sciences, Madurai, Tamil Nadu 625021, India
| | - Rathika Chinniah
- Department of Immunology, School of Biological Sciences, Madurai, Tamil Nadu 625021, India
| | - Vandit Sevak
- Department of Immunology, School of Biological Sciences, Madurai, Tamil Nadu 625021, India
| | - Padma Malini Ravi
- Department of Immunology, School of Biological Sciences, Madurai, Tamil Nadu 625021, India
| | - Muthuppandi Raju
- Department of Immunology, School of Biological Sciences, Madurai, Tamil Nadu 625021, India
| | | | - Balakrishnan Karuppiah
- Department of Immunology, School of Biological Sciences, Madurai, Tamil Nadu 625021, India.
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18
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Creary LE, Gangavarapu S, Caillier SJ, Cavalcante P, Frangiamore R, Lie BA, Bengtsson M, Harbo HF, Brauner S, Hollenbach JA, Oksenberg JR, Bernasconi P, Maniaol AH, Hammarström L, Mantegazza R, Fernández-Viña MA. Next-Generation Sequencing Identifies Extended HLA Class I and II Haplotypes Associated With Early-Onset and Late-Onset Myasthenia Gravis in Italian, Norwegian, and Swedish Populations. Front Immunol 2021; 12:667336. [PMID: 34163474 PMCID: PMC8215161 DOI: 10.3389/fimmu.2021.667336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 04/27/2021] [Indexed: 11/13/2022] Open
Abstract
Genetic susceptibility to myasthenia gravis (MG) associates with specific HLA alleles and haplotypes at the class I and II regions in various populations. Previous studies have only examined alleles at a limited number of HLA loci that defined only broad serotypes or alleles defined at the protein sequence level. Consequently, genetic variants in noncoding and untranslated HLA gene segments have not been fully explored but could also be important determinants for MG. To gain further insight into the role of HLA in MG, we applied next-generation sequencing to analyze sequence variation at eleven HLA genes in early-onset (EO) and late-onset (LO) non-thymomatous MG patients positive for the acetylcholine receptor (AChR) antibodies and ethnically matched controls from Italy, Norway, and Sweden. For all three populations, alleles and haplotype blocks present on the ancestral haplotype AH8.1 were associated with risk in AChR-EOMG patients. HLA-B*08:01:01:01 was the dominant risk allele in Italians (OR = 3.28, P = 1.83E-05), Norwegians (OR = 3.52, P = 4.41E-16), and in Swedes HLA-B*08:01 was the primary risk allele (OR = 4.24, P <2.2E-16). Protective alleles and haplotype blocks were identified on the HLA-DRB7, and HLA-DRB13.1 class II haplotypes in Italians and Norwegians, whereas in Swedes HLA-DRB7 exhibited the main protective effect. For AChR-LOMG patients, the HLA-DRB15.1 haplotype and associated alleles were significantly associated with susceptibility in all groups. The HLA-DR13-HLA-DR-HLA-DQ haplotype was associated with protection in all AChR-LOMG groups. This study has confirmed and extended previous findings that the immunogenetic predisposition profiles for EOMG and LOMG are distinct. In addition, the results are consistent with a role for non-coding HLA genetic variants in the pathogenesis of MG.
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Affiliation(s)
- Lisa E Creary
- Department of Pathology, Stanford University School of Medicine, Palo Alto, CA, United States.,Histocompatibility, Immunogenetics and Disease Profiling Laboratory, Stanford Blood Center, Palo Alto, CA, United States
| | - Sridevi Gangavarapu
- Histocompatibility, Immunogenetics and Disease Profiling Laboratory, Stanford Blood Center, Palo Alto, CA, United States
| | - Stacy J Caillier
- Department of Neurology, School of Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Paola Cavalcante
- Neurology IV Unit Neuroimmunology and Neuromuscular Diseases, Fondazione I.R.C.C.S Istituto Neurologico Carlo Besta (INCB), Milan, Italy
| | - Rita Frangiamore
- Neurology IV Unit Neuroimmunology and Neuromuscular Diseases, Fondazione I.R.C.C.S Istituto Neurologico Carlo Besta (INCB), Milan, Italy
| | - Benedicte A Lie
- Department of Immunology and Transfusion Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Medical Genetics, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Mats Bengtsson
- Department of Immunology, Genetics and Pathology (IGP), Rudbeck Laboratory, Uppsala University and University Hospital, Uppsala, Sweden
| | - Hanne Flinstad Harbo
- Department of Neurology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Susanna Brauner
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jill A Hollenbach
- Department of Neurology, School of Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Jorge R Oksenberg
- Department of Neurology, School of Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Pia Bernasconi
- Neurology IV Unit Neuroimmunology and Neuromuscular Diseases, Fondazione I.R.C.C.S Istituto Neurologico Carlo Besta (INCB), Milan, Italy
| | | | - Lennart Hammarström
- The Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Renato Mantegazza
- Neurology IV Unit Neuroimmunology and Neuromuscular Diseases, Fondazione I.R.C.C.S Istituto Neurologico Carlo Besta (INCB), Milan, Italy.,Department of Clinical Research and Innovation, Fondazione I.R.C.C.S Istituto Neurologico Carlo Besta (INCB), Milan, Italy
| | - Marcelo A Fernández-Viña
- Department of Pathology, Stanford University School of Medicine, Palo Alto, CA, United States.,Histocompatibility, Immunogenetics and Disease Profiling Laboratory, Stanford Blood Center, Palo Alto, CA, United States
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19
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Alves-Leon SV, Ferreira CDS, Herlinger AL, Fontes-Dantas FL, Rueda-Lopes FC, Francisco RDS, Gonçalves JPDC, de Araújo AD, Rêgo CCDS, Higa LM, Gerber AL, Guimarães APDC, de Menezes MT, de Paula Tôrres MC, Maia RA, Nogueira BMG, França LC, da Silva MM, Naurath C, Correia ASDS, Vasconcelos CCF, Tanuri A, Ferreira OC, Cardoso CC, Aguiar RS, de Vasconcelos ATR. Exome-Wide Search for Genes Associated With Central Nervous System Inflammatory Demyelinating Diseases Following CHIKV Infection: The Tip of the Iceberg. Front Genet 2021; 12:639364. [PMID: 33815474 PMCID: PMC8010313 DOI: 10.3389/fgene.2021.639364] [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: 12/08/2020] [Accepted: 02/08/2021] [Indexed: 12/31/2022] Open
Abstract
Chikungunya virus (CHIKV) is a re-emergent arbovirus that causes a disease characterized primarily by fever, rash and severe persistent polyarthralgia, although <1% of cases develop severe neurological manifestations such as inflammatory demyelinating diseases (IDD) of the central nervous system (CNS) like acute disseminated encephalomyelitis (ADEM) and extensive transverse myelitis. Genetic factors associated with host response and disease severity are still poorly understood. In this study, we performed whole-exome sequencing (WES) to identify HLA alleles, genes and cellular pathways associated with CNS IDD clinical phenotype outcomes following CHIKV infection. The cohort includes 345 patients of which 160 were confirmed for CHIKV. Six cases presented neurological manifestation mimetizing CNS IDD. WES data analysis was performed for 12 patients, including the CNS IDD cases and 6 CHIKV patients without any neurological manifestation. We identified 29 candidate genes harboring rare, pathogenic, or probably pathogenic variants in all exomes analyzed. HLA alleles were also determined and patients who developed CNS IDD shared a common signature with diseases such as Multiple sclerosis (MS) and Neuromyelitis Optica Spectrum Disorders (NMOSD). When these genes were included in Gene Ontology analyses, pathways associated with CNS IDD syndromes were retrieved, suggesting that CHIKV-induced CNS outcomesmay share a genetic background with other neurological disorders. To our knowledge, this study was the first genome-wide investigation of genetic risk factors for CNS phenotypes in CHIKV infection. Our data suggest that HLA-DRB1 alleles associated with demyelinating diseases may also confer risk of CNS IDD outcomes in patients with CHIKV infection.
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Affiliation(s)
- Soniza Vieira Alves-Leon
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | | | - João Paulo da Costa Gonçalves
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Amanda Dutra de Araújo
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Cláudia Cecília da Silva Rêgo
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Luiza Mendonça Higa
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | - Richard Araújo Maia
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Laise Carolina França
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
| | - Marcos Martins da Silva
- Department of Clinical Medicine, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Christian Naurath
- Federal Hospital Cardoso Fontes, Ministry of Health, Rio de Janeiro, Brazil
| | | | | | - Amilcar Tanuri
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Orlando Costa Ferreira
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Renato Santana Aguiar
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
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20
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HLA-DRB1 allelic epitopes that associate with autoimmune disease risk or protection activate reciprocal macrophage polarization. Sci Rep 2021; 11:2599. [PMID: 33510427 PMCID: PMC7844024 DOI: 10.1038/s41598-021-82195-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Accepted: 01/18/2021] [Indexed: 01/30/2023] Open
Abstract
Associations between particular human leukocyte antigen (HLA) alleles and susceptibility to-or protection from-autoimmune diseases have been long observed. Allele-specific antigen presentation (AP) has been widely proposed as a culprit, but it is unclear whether HLA molecules might also have non-AP, disease-modulating effects. Here we demonstrate differential macrophage activation by HLA-DRB1 alleles known to associate with autoimmune disease risk or protection with resultant polarization of pro-inflammatory ("M1") versus anti-inflammatory ("M2") macrophages, respectively. RNA-sequencing analyses of in vitro-polarized macrophages in the presence of AP-incompetent short synthetic peptides corresponding to the third allelic hypervariable regions coded by those two HLA-DRB1 alleles showed reciprocal activation of pro- versus anti-inflammatory transcriptomes, with implication of corresponding gene ontologies and upstream regulators. These results identify a previously unrecognized mechanism of differential immune modulation by short HLA-DRB1-coded allelic epitopes independent of AP, and could shed new light on the mechanistic basis of HLA-disease association.
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21
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Higuchi T, Oka S, Furukawa H, Tohma S, Yatsuhashi H, Migita K. Genetic risk factors for autoimmune hepatitis: implications for phenotypic heterogeneity and biomarkers for drug response. Hum Genomics 2021; 15:6. [PMID: 33509297 PMCID: PMC7841991 DOI: 10.1186/s40246-020-00301-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 12/15/2020] [Indexed: 01/10/2023] Open
Abstract
Autoimmune hepatitis (AIH) is a rare chronic progressive liver disease with autoimmune features. It mainly affects middle-aged women. AIH is occasionally complicated with liver cirrhosis that worsens the prognosis. Genetic and environmental factors are involved in the pathogenesis of AIH. Genetic studies of other diseases have been revealing of pathogenesis and drug efficacy. In this review, we summarize the genetic risk factors for AIH, including human leukocyte antigen (HLA) and non-HLA genes. A genome-wide association study (GWAS) on European AIH revealed the strongest associations to be with single nucleotide variants (SNVs) in HLA. Predisposing alleles for AIH were DRB1*03:01 and DRB1*04:01 in Europeans; DRB1*04:04, DRB1*04:05, and DRB1*13:01 in Latin Americans; and DRB1*04:01 and DRB1*04:05 in Japanese. Other risk SNVs in non-HLA genes for AIH were found by a candidate gene approach, but several SNVs were confirmed in replication studies. Some genetic factors of AIH overlapped with those of other autoimmune diseases. Larger-scale GWASs of other ethnic groups are required. The results of genetic studies might provide an explanation for the phenotypic heterogeneity of AIH and biomarkers for drug responses.
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Affiliation(s)
- Takashi Higuchi
- Molecular and Genetic Epidemiology Laboratory, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Japan.,Department of Nephrology, Ushiku Aiwa General Hospital, 896 Shishiko-cho, Ushiku, 300-1296, Japan.,Department of Rheumatology, National Hospital Organization Tokyo National Hospital, 3-1-1 Takeoka, Kiyose, 204-8585, Japan
| | - Shomi Oka
- Molecular and Genetic Epidemiology Laboratory, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Japan.,Department of Rheumatology, National Hospital Organization Tokyo National Hospital, 3-1-1 Takeoka, Kiyose, 204-8585, Japan.,Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18-1 Sakuradai, Minami-ku, Sagamihara, 252-0392, Japan
| | - Hiroshi Furukawa
- Molecular and Genetic Epidemiology Laboratory, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Japan. .,Department of Rheumatology, National Hospital Organization Tokyo National Hospital, 3-1-1 Takeoka, Kiyose, 204-8585, Japan. .,Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18-1 Sakuradai, Minami-ku, Sagamihara, 252-0392, Japan.
| | - Shigeto Tohma
- Department of Rheumatology, National Hospital Organization Tokyo National Hospital, 3-1-1 Takeoka, Kiyose, 204-8585, Japan.,Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18-1 Sakuradai, Minami-ku, Sagamihara, 252-0392, Japan
| | - Hiroshi Yatsuhashi
- Clinical Research Center, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, 856-8562, Japan
| | - Kiyoshi Migita
- Clinical Research Center, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, 856-8562, Japan.,Department of Rheumatology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, 960-1295, Japan
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22
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HLA genotype-clinical phenotype correlations in multiple sclerosis and neuromyelitis optica spectrum disorders based on Japan MS/NMOSD Biobank data. Sci Rep 2021; 11:607. [PMID: 33436735 PMCID: PMC7804194 DOI: 10.1038/s41598-020-79833-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 11/04/2020] [Indexed: 12/13/2022] Open
Abstract
HLA genotype-clinical phenotype correlations are not established for multiple sclerosis (MS) and neuromyelitis optica spectrum disorders (NMOSD). We studied HLA-DRB1/DPB1 genotype–phenotype correlations in 528 MS and 165 NMOSD cases using Japan MS/NMOSD Biobank materials. HLA-DRB1*04:05, DRB1*15:01 and DPB1*03:01 correlated with MS susceptibility and DRB1*01:01, DRB1*09:01, DRB1*13:02 and DPB1*04:01 were protective against MS. HLA-DRB1*15:01 was associated with increased optic neuritis and cerebellar involvement and worsened visual and pyramidal functional scale (FS) scores, resulting in higher progression index values. HLA-DRB1*04:05 was associated with younger onset age, high visual FS scores, and a high tendency to develop optic neuritis. HLA-DPB1*03:01 increased brainstem and cerebellar FS scores. By contrast, HLA-DRB1*01:01 decreased spinal cord involvement and sensory FS scores, HLA-DRB1*09:01 decreased annualized relapse rate, brainstem involvement and bowel and bladder FS scores, and HLA-DRB1*13:02 decreased spinal cord and brainstem involvement. In NMOSD, HLA-DRB1*08:02 and DPB1*05:01 were associated with susceptibility and DRB1*09:01 was protective. Multivariable analysis revealed old onset age, long disease duration, and many relapses as independent disability risks in both MS and NMOSD, and HLA-DRB1*15:01 as an independent risk only in MS. Therefore, both susceptibility and protective alleles can influence the clinical manifestations in MS, while such genotype–phenotype correlations are unclear in NMOSD.
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Dickey B, Madhu LN, Shetty AK. Gulf War Illness: Mechanisms Underlying Brain Dysfunction and Promising Therapeutic Strategies. Pharmacol Ther 2020; 220:107716. [PMID: 33164782 DOI: 10.1016/j.pharmthera.2020.107716] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 10/19/2020] [Indexed: 12/13/2022]
Abstract
Gulf War Illness (GWI), a chronic multisymptom health problem, afflicts ~30% of veterans served in the first GW. Impaired brain function is among the most significant symptoms of GWI, which is typified by persistent cognitive and mood impairments, concentration problems, headaches, chronic fatigue, and musculoskeletal pain. This review aims to discuss findings from animal prototypes and veterans with GWI on mechanisms underlying its pathophysiology and emerging therapeutic strategies for alleviating brain dysfunction in GWI. Animal model studies have linked brain impairments to incessantly elevated oxidative stress, chronic inflammation, inhibitory interneuron loss, altered lipid metabolism and peroxisomes, mitochondrial dysfunction, modified expression of genes relevant to cognitive function, and waned hippocampal neurogenesis. Furthermore, the involvement of systemic alterations such as the increased intensity of reactive oxygen species and proinflammatory cytokines in the blood, transformed gut microbiome, and activation of the adaptive immune response have received consideration. Investigations in veterans have suggested that brain dysfunction in GWI is linked to chronic activation of the executive control network, impaired functional connectivity, altered blood flow, persistent inflammation, and changes in miRNA levels. Lack of protective alleles from Class II HLA genes, the altered concentration of phospholipid species and proinflammatory factors in the circulating blood have also been suggested as other aiding factors. While some drugs or combination therapies have shown promise for alleviating symptoms in clinical trials, larger double-blind, placebo-controlled trials are needed to validate such findings. Based on improvements seen in animal models of GWI, several antioxidants and anti-inflammatory compounds are currently being tested in clinical trials. However, reliable blood biomarkers that facilitate an appropriate screening of veterans for brain pathology need to be discovered. A liquid biopsy approach involving analysis of brain-derived extracellular vesicles in the blood appears efficient for discerning the extent of neuropathology both before and during clinical trials.
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Affiliation(s)
- Brandon Dickey
- Institute for Regenerative Medicine, Department of Molecular and Cellular Medicine, Texas A&M University Health Science Center College of Medicine, College Station, TX, USA; Texas A&M University Health Science Center College of Medicine, Temple, TX, USA
| | - Leelavathi N Madhu
- Institute for Regenerative Medicine, Department of Molecular and Cellular Medicine, Texas A&M University Health Science Center College of Medicine, College Station, TX, USA
| | - Ashok K Shetty
- Institute for Regenerative Medicine, Department of Molecular and Cellular Medicine, Texas A&M University Health Science Center College of Medicine, College Station, TX, USA.
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24
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Nelson PT, Fardo DW, Katsumata Y. The MUC6/AP2A2 Locus and Its Relevance to Alzheimer's Disease: A Review. J Neuropathol Exp Neurol 2020; 79:568-584. [PMID: 32357373 PMCID: PMC7241941 DOI: 10.1093/jnen/nlaa024] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 01/10/2020] [Indexed: 12/11/2022] Open
Abstract
We recently reported evidence of Alzheimer's disease (AD)-linked genetic variation within the mucin 6 (MUC6) gene on chromosome 11p, nearby the adaptor-related protein complex 2 subunit alpha 2 (AP2A2) gene. This locus has interesting features related to human genomics and clinical research. MUC6 gene variants have been reported to potentially influence viral-including herpesvirus-immunity and the gut microbiome. Within the MUC6 gene is a unique variable number of tandem repeat (VNTR) region. We discovered an association between MUC6 VNTR repeat expansion and AD pathologic severity, particularly tau proteinopathy. Here, we review the relevant literature. The AD-linked VNTR polymorphism may also influence AP2A2 gene expression. AP2A2 encodes a polypeptide component of the adaptor protein complex, AP-2, which is involved in clathrin-coated vesicle function and was previously implicated in AD pathogenesis. To provide background information, we describe some key knowledge gaps in AD genetics research. The "missing/hidden heritability problem" of AD is highlighted. Extensive portions of the human genome, including the MUC6 VNTR, have not been thoroughly evaluated due to limitations of existing high-throughput sequencing technology. We present and discuss additional data, along with cautionary considerations, relevant to the hypothesis that MUC6 repeat expansion influences AD pathogenesis.
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Affiliation(s)
- Peter T Nelson
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, Kentucky
- Department of Pathology, University of Kentucky, Lexington, Kentucky
| | - David W Fardo
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, Kentucky
- Department of Biostatistics, University of Kentucky, Lexington, Kentucky
| | - Yuriko Katsumata
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, Kentucky
- Department of Biostatistics, University of Kentucky, Lexington, Kentucky
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25
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Busch R, Kollnberger S, Mellins ED. HLA associations in inflammatory arthritis: emerging mechanisms and clinical implications. Nat Rev Rheumatol 2020; 15:364-381. [PMID: 31092910 DOI: 10.1038/s41584-019-0219-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Our understanding of the mechanisms underlying HLA associations with inflammatory arthritis continues to evolve. Disease associations have been refined, and interactions of HLA genotype with other genes and environmental risk factors in determining disease risk have been identified. This Review provides basic information on the genetics and molecular function of HLA molecules, as well as general features of HLA associations with disease. Evidence is discussed regarding the various peptide-dependent and peptide-independent mechanisms by which HLA alleles might contribute to the pathogenesis of three types of inflammatory arthritis: rheumatoid arthritis, spondyloarthritis and systemic juvenile idiopathic arthritis. Also discussed are HLA allelic associations that shed light on the genetic heterogeneity of inflammatory arthritides and on the relationships between adult and paediatric forms of arthritis. Clinical implications range from improved diagnosis and outcome prediction to the possibility of using HLA associations in developing personalized strategies for the treatment and prevention of these diseases.
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Affiliation(s)
- Robert Busch
- Department of Life Sciences, University of Roehampton, Whitelands College, London, UK.
| | - Simon Kollnberger
- School of Medicine, Cardiff University, UHW Main Building, Heath Park, Cardiff, UK
| | - Elizabeth D Mellins
- Department of Pediatrics, Program in Immunology, Stanford University Medical Center, Stanford, CA, USA.
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26
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Kim Y, Wojciechowski D, Pattanayak V, Lee H, Asgari MM. Association between Human Leukocyte Antigen Type and Keratinocyte Carcinoma Risk in Renal Transplant Recipients. J Invest Dermatol 2019; 140:995-1002. [PMID: 31669059 DOI: 10.1016/j.jid.2019.09.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/30/2019] [Accepted: 09/30/2019] [Indexed: 10/25/2022]
Abstract
Keratinocyte carcinoma (KC), defined as squamous cell carcinoma and basal cell carcinoma, is the most common malignancy among white, non-Hispanic renal transplant recipients. Although recent genome-wide association studies reported that class II HLA is associated with KC risk, epidemiologic data on HLA type and KC risk in renal transplant recipients is limited. Using an institutional cohort of white, non-Hispanic renal transplant recipients transplanted between 1993 and 2017, we examined the association between pretransplant molecular HLA types and KC risk. Posttransplant KCs were captured using the International Classification of Diseases codes and validated using pathology reports. Cox proportional hazards regression models were used to estimate hazard ratios of incident KC, squamous cell carcinoma, and basal cell carcinoma, adjusting for age, male sex, history of KC, Charlson comorbidity index, HLA mismatch, transplant type, year of transplant, and the type of immunosuppression. Among 617 subjects (mean age 53 years, 67% male), 10% developed posttransplant KC. Multivariable Cox regression analyses showed HLA-DRB1∗13 was associated with KC risk (hazard ratio, 1.84; 95% confidence interval, 1.00-3.38) and squamous cell carcinoma risk (hazard ratio, 2.24; 95% confidence interval, 1.12-4.49), whereas HLA-DRB1∗14 (hazard ratio, 2.81; 95% confidence interval, 1.14-6.91) was associated with basal cell carcinoma risk. Our findings suggest that a subset of renal transplant recipients with specific HLA polymorphisms may be at increased KC risk.
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Affiliation(s)
- Yuhree Kim
- Department of Dermatology, Massachusetts General Hospital, Boston, Massachusetts; Department of Population Medicine, Harvard Medical School, Boston, Massachusetts
| | - David Wojciechowski
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Vikram Pattanayak
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Hang Lee
- MGH Biostatistics Center, Massachusetts General Hospital, Boston, Massachusetts
| | - Maryam M Asgari
- Department of Dermatology, Massachusetts General Hospital, Boston, Massachusetts; Department of Population Medicine, Harvard Medical School, Boston, Massachusetts.
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27
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Exome Sequencing Reveals Immune Genes as Susceptibility Modifiers in Individuals with α 1-Antitrypsin Deficiency. Sci Rep 2019; 9:13088. [PMID: 31511551 PMCID: PMC6739380 DOI: 10.1038/s41598-019-49409-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 08/23/2019] [Indexed: 12/17/2022] Open
Abstract
Alpha-1 antitrypsin deficiency (AATD) is a genetic disorder associated to early onset emphysema, mainly imputable to Pi*ZZ genotype. In spite of the serious potential effects, many AATD individuals do not develop emphysema. To identify genes/variants potentially involved in emphysema development we studied 4 AATD families. Each family had at least one affected sibling with emphysema and one non-affected. Whole Exome Sequencing (WES) was performed on genomic DNA isolated from 9 individuals with AATD (4 affected/5 non-affected). Genetic variants confirmed at least in three families were prioritized using QueryOR and network analysis was used to verify enriched pathways. In affected subjects: 14 genes (57% immune-related) segregated in a recessive model and 21 (29% immune-related) in a dominant model. In non-affected subjects: 21 genes (43% immune-related) segregated in a recessive model and 50 (24% immune-related) in a dominant model. In affected siblings immune genes had an activating function, while where immune-suppressing in non-affected siblings involving antigen processing, MHC-I presentation, TCR and PD-1 signalling. This study describes possible genetic susceptibility factors for emphysema development in AATD, and suggests that gene variants involved in regulation of immune homeostasis and maintenance of self-tolerance contribute to the development or suppression of the disease.
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28
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Immunogenicity of a rheumatoid arthritis protective sequence when acquired through microchimerism. Proc Natl Acad Sci U S A 2019; 116:19600-19608. [PMID: 31501349 DOI: 10.1073/pnas.1904779116] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
HLA class II genes provide the strongest genetic contribution to rheumatoid arthritis (RA). HLA-DRB1 alleles encoding the sequence DERAA are RA-protective. Paradoxically, RA risk is increased in women with DERAA+ children born prior to onset. We developed a sensitive qPCR assay specific for DERAA, and found 53% of DERAA-/- women with RA had microchimerism (Mc; pregnancy-derived allogeneic cells) carrying DERAA (DERAA-Mc) vs. 6% of healthy women. DERAA-Mc quantities correlated with an RA-risk genetic background including DERAA-binding HLA-DQ alleles, early RA onset, and aspects of RA severity. CD4+ T cells showed stronger response against DERAA+ vs. DERAA- allogeneic cell lines in vitro, in line with an immunogenic role of allogeneic DERAA. Results indicate a model where DERAA-Mc activates DERAA-directed T cells that are naturally present in DERAA-/- individuals and can have cross-reactivity against joint antigens. Moreover, we provide an explanation for the enigmatic observation that the same HLA sequence differentially affects RA risk through Mendelian inheritance vs. microchimeric cell acquisition.
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29
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Tkachenko O, Lapin S, Maslyansky A, Myachikova V, Guseva V, Belolipetskaia E, Belyaeva I, Mazurov V, Ivanova N, Mikhailova L, Gilburd B. Influence of HLA-DRB1 susceptibility alleles on the autoantibodies spectrum of systemic lupus erythematosus in European part of Russia. Autoimmun Rev 2019; 18:558-560. [DOI: 10.1016/j.autrev.2019.03.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 01/12/2019] [Indexed: 12/27/2022]
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30
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Xu Y, Mo N, Jiang Z, Lu S, Fu S, Wei X, Zhao D, Xie Z, Jia W, Liu J, Wang X, Shi D, Jiao Y, Liu C, Yang X. Human leukocyte antigen (HLA)-DRB1 allele polymorphisms and systemic sclerosis. Mod Rheumatol 2019; 29:984-991. [PMID: 30175673 DOI: 10.1080/14397595.2018.1519148] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Objectives: Human leukocyteantigen (HLA) is the most important gene for immune system regulation. Although studies have evaluated the association between HLA-DRB1 allele polymorphisms and systemic sclerosis (SSc), their results are still controversial. We performed a meta-analysis to assess the association of HLA-DRB1 alleles with risk of SSc.Methods: Electronic database were systematically searched for articles, a total of 11 case-control studies including 3268 cases and 5548 controls were analyzed. Odds ratio (ORs) and 95% confidence intervals were used to assess the association of HLA-DRB1 alleles with SSc. The relationship between SSc-related autoantibodies and DRB1 alleles was also analyzed.Results: In the overall analysis, four alleles (DRB1*04:03, DRB1*08, DRB1*11, and DRB1*11:04) increased the risk of SSc; however, five alleles (DRB1*07, DRB1*11:01, DRB1*13, DRB1*13:01, and DRB1*14) had the opposite effect. Analysis of subgroups by ethnicity indicate that DRB1*11:01 and DRB1*13:01 confer a protective effect in Caucasians, while DRB1*11:04 was associated with a higher risk of SSc. For Asian, DRB1*13:02 was found to be a protective factor. In addition, the frequency of DRB1*11:04 alleles was significantly increased in ATA+ SSc patients compared with ATA- SSc patients.Conclusion: DRB1*04:03, DRB1*08, DRB1*11, and DRB1*11:04 were associated with the risk of SSc. Additionally, DRB1*11 and DRB1*11:04 were association with ATAs.
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Affiliation(s)
- Yanzhen Xu
- Department of Pathophysiology, Guangxi Medical University, Nanning, Guangxi, China.,Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Nanfang Mo
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Zhiwen Jiang
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Shaoming Lu
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Shien Fu
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Xinyan Wei
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Dong Zhao
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Zhibin Xie
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China.,Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China.,Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Wenxian Jia
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China.,College of Pharmacy, Guangxi Medical University, Nanning, Guangxi, China
| | - Jiayi Liu
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Xiao Wang
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
| | - Dongchen Shi
- School of environmental science and engineering, Sun Yat-sen University, Guangzhou, China
| | - Yang Jiao
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Chengwu Liu
- Department of Pathophysiology, Guangxi Medical University, Nanning, Guangxi, China
| | - Xiaoli Yang
- Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi, China
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31
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Jin Y, Roberts GHL, Ferrara TM, Ben S, van Geel N, Wolkerstorfer A, Ezzedine K, Siebert J, Neff CP, Palmer BE, Santorico SA, Spritz RA. Early-onset autoimmune vitiligo associated with an enhancer variant haplotype that upregulates class II HLA expression. Nat Commun 2019; 10:391. [PMID: 30674883 PMCID: PMC6344500 DOI: 10.1038/s41467-019-08337-4] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 01/03/2019] [Indexed: 01/28/2023] Open
Abstract
Vitiligo is an autoimmune disease in which melanocyte destruction causes skin depigmentation, with 49 loci known from previous GWAS. Aiming to define vitiligo subtypes, we discovered that age-of-onset is bimodal; one-third of cases have early onset (mean 10.3 years) and two-thirds later onset (mean 34.0 years). In the early-onset subgroup we found novel association with MHC class II region indel rs145954018, and independent association with the principal MHC class II locus from previous GWAS, represented by rs9271597; greatest association was with rs145954018del-rs9271597A haplotype (P = 2.40 × 10-86, OR = 8.10). Both rs145954018 and rs9271597 are located within lymphoid-specific enhancers, and the rs145954018del-rs9271597A haplotype is specifically associated with increased expression of HLA-DQB1 mRNA and HLA-DQ protein by monocytes and dendritic cells. Thus, for vitiligo, MHC regulatory variation confers extreme risk, more important than HLA coding variation. MHC regulatory variation may represent a significant component of genetic risk for other autoimmune diseases.
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Affiliation(s)
- Ying Jin
- Human Medical Genetics and Genomics Program, University of Colorado School of Medicine, Aurora, 80045, CO, USA
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, 80045, CO, USA
| | - Genevieve H L Roberts
- Human Medical Genetics and Genomics Program, University of Colorado School of Medicine, Aurora, 80045, CO, USA
| | - Tracey M Ferrara
- Human Medical Genetics and Genomics Program, University of Colorado School of Medicine, Aurora, 80045, CO, USA
| | - Songtao Ben
- Human Medical Genetics and Genomics Program, University of Colorado School of Medicine, Aurora, 80045, CO, USA
| | - Nanja van Geel
- Department of Dermatology, Ghent University Hospital, Ghent, 9000, Belgium
| | - Albert Wolkerstorfer
- Netherlands Institute for Pigment Disorders, Department of Dermatology, Academic Medical Centre University of Amsterdam, Amsterdam, 1100 DD, The Netherlands
| | - Khaled Ezzedine
- Department of Dermatology, Hôpital Henri Mondor, Université Paris-Est Créteil, Créteil, 94000, France
| | | | - Charles P Neff
- Department of Medicine, University of Colorado School of Medicine, Aurora, 80045, CO, USA
| | - Brent E Palmer
- Department of Medicine, University of Colorado School of Medicine, Aurora, 80045, CO, USA
| | - Stephanie A Santorico
- Human Medical Genetics and Genomics Program, University of Colorado School of Medicine, Aurora, 80045, CO, USA
- Department of Mathematical and Statistical Sciences, University of Colorado, Denver, 80204, CO, USA
| | - Richard A Spritz
- Human Medical Genetics and Genomics Program, University of Colorado School of Medicine, Aurora, 80045, CO, USA.
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, 80045, CO, USA.
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32
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Raschellà G, Melino G, Gambacurta A. Cell death in cancer in the era of precision medicine. Genes Immun 2018; 20:529-538. [PMID: 30341419 DOI: 10.1038/s41435-018-0048-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Revised: 09/26/2018] [Accepted: 10/01/2018] [Indexed: 12/11/2022]
Abstract
Tumors constitute a large class of diseases that affect different organs and cell lineages. The molecular characterization of cancers of a given type has revealed an extraordinary heterogeneity in terms of genetic alterations and DNA mutations; heterogeneity that is further highlighted by single-cell DNA sequencing of individual patients. To address these issues, drugs that specifically target genes or altered pathways in cancer cells are continuously developed. Indeed, the genetic fingerprint of individual tumors can direct the modern therapeutic approaches to selectively hit the tumor cells while sparing the healthy ones. In this context, the concept of precision medicine finds a vast field of application. In this review, we will briefly list some classes of target drugs (Bcl-2 family modulators, Tyrosine Kinase modulators, PARP inhibitors, and growth factors inhibitors) and discuss the application of immunotherapy in tumors (T cell-mediated immunotherapy and CAR-T cells) that in recent years has drastically changed the prognostic outlook of aggressive cancers. We will also consider how apoptosis could represent a primary end point in modern cancer therapy and how "classic" chemotherapeutic drugs that induce apoptosis are still utilized in therapeutic schedules that involve the use of target drugs or immunotherapy to optimize the antitumor response.
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Affiliation(s)
- Giuseppe Raschellà
- ENEA Research Center Casaccia, Laboratory of Biosafety and Risk Assessment, Via Anguillarese, 301, 00123, Rome, Italy.
| | - Gerry Melino
- Department of Experimental Medicine TOR, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy.,Medical Research Council, Toxicology Unit, Hodgkin Building, University of Cambridge, Leicester, LE1 9HN, UK
| | - Alessandra Gambacurta
- Department of Experimental Medicine TOR, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
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33
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James LM, Dolan S, Leuthold AC, Engdahl BE, Georgopoulos A, Georgopoulos AP. The effects of human leukocyte antigen DRB1*13 and apolipoprotein E on age-related variability of synchronous neural interactions in healthy women. EBioMedicine 2018; 35:288-294. [PMID: 30139626 PMCID: PMC6161538 DOI: 10.1016/j.ebiom.2018.08.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 08/02/2018] [Accepted: 08/10/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Age-related brain changes are well-documented and influenced by genetics. Extensive research links apolipoprotein E (apoE) to brain function, with the E4 allele serving as a risk factor for brain disease, including Alzheimer's disease, and the E2 allele conferring protection. Recent evidence also supports protective effects of another gene, human leukocyte antigen (HLA) DRB1*13, on brain disease and age-related brain atrophy in cognitively healthy adults. Here we investigated the effects of apoE and HLA DRB1*13 on brain function by examining changes in neural network properties with age in healthy adults. METHODS One hundred seventy-eight cognitively healthy women (28-99 y old) underwent a magnetoencephalography scan and provided a blood sample for genetic analysis. Age-related changes in neural network variability in genetic subgroups of DRB1*13 × apoE genotype combinations were assessed using linear regression of network variability against age. FINDINGS For individuals lacking a DRB1*13 allele and/or carrying an apoE4 allele, network variability increased significantly with age. In contrast, no such increase was observed in the presence of DRB1*13 and/or apoE2. INTERPRETATION These findings extend previous research documenting the protective effect of DRB1*13 on brain structure to include protection against age-related changes in brain function, and demonstrate similar protective effects on neural network variability for either DRB1*13 or apoE2. These protective effects could be due to reduction or elimination of factors known to disrupt brain function, including neuroinflammation and amyloid beta protein. FUNDING U.S. Department of Veterans Affairs, and University of Minnesota.
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Affiliation(s)
- Lisa M James
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Stacy Dolan
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA
| | - Arthur C Leuthold
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Brian E Engdahl
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA; Department of Psychology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Angeliki Georgopoulos
- Department of Medicine, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Apostolos P Georgopoulos
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neurology, University of Minnesota Medical School, Minneapolis, MN 55455, USA
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34
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James LM, Christova P, Lewis SM, Engdahl BE, Georgopoulos A, Georgopoulos AP. Protective Effect of Human Leukocyte Antigen (HLA) Allele DRB1*13:02 on Age-Related Brain Gray Matter Volume Reduction in Healthy Women. EBioMedicine 2018; 29:31-37. [PMID: 29452862 PMCID: PMC5925575 DOI: 10.1016/j.ebiom.2018.02.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Revised: 01/27/2018] [Accepted: 02/06/2018] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Reduction of brain volume (brain atrophy) during healthy brain aging is well documented and dependent on genetic, lifestyle and environmental factors. Here we investigated the possible dependence of brain gray matter volume reduction in the absence of the Human Leukocyte Antigen (HLA) allele DRB1*13:02 which prevents brain atrophy in Gulf War Illness (James et al., 2017). METHODS Seventy-one cognitively healthy women (32-69years old) underwent a structural Magnetic Resonance Imaging (sMRI) scan to measure the volumes of total gray matter, cerebrocortical gray matter, and subcortical gray matter. Participants were assigned to two groups, depending on whether they lacked the DRB1*13:02 allele (No DRB1*13:02 group, N=60) or carried the DRB1*13:02 allele (N=11). We assessed the change of brain gray matter volume with age in each group by performing a linear regression where the brain volume (adjusted for total intracranial volume) was the dependent variable and age was the independent variable. FINDINGS In the No DRB1*13:02 group, the volumes of total gray matter, cerebrocortical gray matter, and subcortical gray matter were reduced highly significantly. In contrast, none of these volumes showed a statistically significant reduction with age in the DRB1*13:02 group. INTERPRETATION These findings document the protective effect of DRB1*13:02 on age-dependent reduction of brain gray matter in healthy individuals. Since the role of this allele is to connect to matching epitopes of external antigens for the subsequent production of antibodies and elimination of the offending antigen, we hypothesize that its protective effect may be due to the successful elimination of such antigens to which we are exposed during the lifespan, antigens that otherwise would persist causing gradual brain atrophy. In addition, we consider a possible beneficial role of DRB1*13:02 attributed to its binding to cathepsin S, a known harmful substance in brain aging (Wendt et al., 2008). Of course, other factors covarying with the presence of DRB1*13:02 could be involved.
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Affiliation(s)
- Lisa M James
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA
| | - Peka Christova
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA
| | - Scott M Lewis
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neurology, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Brian E Engdahl
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA; Department of Psychology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Angeliki Georgopoulos
- Department of Medicine, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Apostolos P Georgopoulos
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neurology, University of Minnesota Medical School, Minneapolis, MN 55455, USA.
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de Holanda MI, Klumb E, Imada A, Lima LA, Alcântara I, Gregório F, Christiani LF, Martins CO, Timoner BE, Motta J, Pozzan R, Pôrto LC. The prevalence of HLA alleles in a lupus nephritis population. Transpl Immunol 2018; 47:37-43. [PMID: 29421495 DOI: 10.1016/j.trim.2018.02.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 01/30/2018] [Accepted: 02/01/2018] [Indexed: 10/18/2022]
Abstract
BACKGROUND Systemic lupus erythematosus (SLE) is a severe autoimmune disease that involves multiple organ systems. Lupus nephritis (LN) is a complication of SLE and is associated with poor survival and high morbidity. Many genomic studies have been performed worldwide, and several histocompatibility leukocyte antigen (HLA) loci are linked to lupus susceptibility. OBJECTIVE The present study evaluated the association of HLA alleles in a lupus patient population, LN group and control group. The second objective evaluated whether HLA allele match or mismatch influenced kidney graft survival in a kidney transplanted lupus population. METHODS This study was a retrospective study of 2 major groups: general lupus patients (GSLE - n = 108) and a control group (GControl - n = 216). Both groups were also divided into subgroups. RESULTS The control group was divided into two subgroups: a healthy control group (HeCTRL) and transplant control group (TxCTRL). The GSLE group was composed of transplanted lupus patients (TxSLE) and non-transplanted lupus patients (nTxSLE). Comparison of the demographics between groups did not reveal differences between ethnicity and gender. A difference in the prevalence of three alleles, B*08, DRB1*08 and DRB1*15, was observed. These alleles were more prevalent in the lupus subgroups compared to the control groups. Five-year survival was not different between patients carrying the allele DRB1*15 in either group (overall p = 0.075; TxSLE p = 0.419; TxCTRL = 0.309). The presence of the match with this allele in the receptor was evaluated and did not demonstrate any difference in graft survival in both groups (p = 0.146) or when analyzed separately in each group (TxCTRL p = 0.739; TxSLE = 0.297). CONCLUSION This study demonstrated that the presence of HLA-DRB1*15 was a strong factor that predisposed patients to the development of SLE and LN, but did not influence kidney graft survival.
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Affiliation(s)
| | - Evandro Klumb
- Rheumatology Service, Rio de Janeiro State University, Brazil
| | - Alicia Imada
- Nephrology Service, Hospital Federal de Bonsucesso, Brazil
| | - Livia A Lima
- Nephrology Service, Hospital Federal de Bonsucesso, Brazil
| | | | | | | | | | - Branca Engel Timoner
- Histocompatibility and Cryopreservation Laboratory, Rio de Janeiro State University, Brazil
| | - Juliana Motta
- Histocompatibility and Cryopreservation Laboratory, Rio de Janeiro State University, Brazil
| | - Roberto Pozzan
- Cardiology Service, Rio de Janeiro State University, Brazil
| | - Luis Cristóvão Pôrto
- Histocompatibility and Cryopreservation Laboratory, Rio de Janeiro State University, Brazil.
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James LM, Christova P, Engdahl BE, Lewis SM, Carpenter AF, Georgopoulos AP. Human Leukocyte Antigen (HLA) and Gulf War Illness (GWI): HLA-DRB1*13:02 Spares Subcortical Atrophy in Gulf War Veterans. EBioMedicine 2017; 26:126-131. [PMID: 29137891 PMCID: PMC5832612 DOI: 10.1016/j.ebiom.2017.11.005] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2017] [Revised: 10/31/2017] [Accepted: 11/06/2017] [Indexed: 12/23/2022] Open
Abstract
Background Gulf War Illness (GWI) is a multisystem disorder that has affected a substantial number of veterans who served in the 1990–91 Gulf War. The brain is prominently affected, as manifested by the presence of neurological, cognitive and mood symptoms. We reported previously on the protective role of six Human Leukocyte Antigen (HLA) alleles in GWI (Georgopoulos et al., 2016) and their association with regional brain function (James et al., 2016). More recently, we reported on the presence of subcortical brain atrophy in GWI (Christova et al., 2017) and discussed its possible relation to immune mechanisms. Here we focused on one of the six HLA GWI-protective HLA alleles, DRB1*13:02, which has been found to have a protective role in a broad range of autoimmune diseases (Furukawa et al., 2017), and tested its effects on brain volumes. Methods Seventy-six Gulf War veterans (55 with GWI and 21 healthy controls) underwent a structural Magnetic Resonance Imaging (sMRI) scan to measure the volumes of 9 subcortical brain regions to assess differences between participants with (N = 11) and without (N = 65) HLA class II allele DRB1*13:02. Findings We found that DRB1*13:02 spared subcortical brain atrophy in Gulf War veterans; overall subcortical volume was 6.6% higher in carriers of DRB1*13:02 (P = 0.007). The strongest effect was observed in the volume of cerebellar gray matter which was 9.6% higher (P = 0.007) in carriers of DRB1*13:02 than in non-carriers. By contrast, DRB1*13:01 had no effect. Interpretation These findings document the protective effect of DRB1*13:02 on brain atrophy in Gulf War veterans and are in keeping with recent results documenting sharing of brain mechanisms between GWI and other immune-related diseases (Georgopoulos et al., 2017). We hypothesize that the protective role of DRB1*13:02 is due to its successful elimination of external antigens to which Gulf War veterans were exposed, antigens that otherwise would persist causing low-grade inflammation and possibly leading to autoimmunity. Funding source U.S. Department of Defense (W81XWH-15-1-0520), Department of Veterans Affairs, American Legion Brain Sciences Chair, and University of Minnesota. Subcortical brain atrophy is spared in Gulf War veterans with DRB1*13:02 allele and unaffected by the DRB1*13:01 allele. The strongest protective effect of the DRB1*13:02 allele was observed for cerebellar gray matter volume. No significant effects were observed at the DRB1*13 gene level, highlighting the importance of 4-digit HLA protein level.
Gulf War Illness (GWI) is a chronic, debilitating disorder that prominently involves the brain and is characterized, in particular, by subcortical brain atrophy. Protective effects of specific Human Leukocyte Antigen (HLA) Class II alleles on GWI have been observed, suggesting immune system involvement in GWI. Here we evaluated protective effects of DRB1*13:02 on subcortical brain volume in Gulf War veterans. The results demonstrate a protective effect of DRB1*13:02 on brain atrophy, with a marked effect on cerebellar gray matter volume. Given the goal of HLA Class II alleles is to eliminate pathogens by producing antibodies against them, the present study provides compelling insights into the likely role of persistent, pathogenic antigens resulting from the absence of DRB1*13:02 in those with GWI.
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Affiliation(s)
- Lisa M James
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Peka Christova
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Brian E Engdahl
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Psychology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Scott M Lewis
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neurology, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Adam F Carpenter
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neurology, University of Minnesota Medical School, Minneapolis, MN 55455, USA
| | - Apostolos P Georgopoulos
- Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis, MN 5541, USA; Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN 55455, USA; Department of Neurology, University of Minnesota Medical School, Minneapolis, MN 55455, USA.
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Oka S, Furukawa H, Yasunami M, Kawasaki A, Nakamura H, Nakamura M, Komori A, Abiru S, Nagaoka S, Hashimoto S, Naganuma A, Naeshiro N, Yoshizawa K, Yamashita H, Ario K, Ohta H, Sakai H, Yabuuchi I, Takahashi A, Abe K, Yatsuhashi H, Tohma S, Ohira H, Tsuchiya N, Migita K. HLA-DRB1 and DQB1 alleles in Japanese type 1 autoimmune hepatitis: The predisposing role of the DR4/DR8 heterozygous genotype. PLoS One 2017; 12:e0187325. [PMID: 29088299 PMCID: PMC5663488 DOI: 10.1371/journal.pone.0187325] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 10/17/2017] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVE Autoimmune hepatitis (AIH) is a chronic progressive liver disease. AIH is composed predominantly of type 1 in Japanese populations. The genetic and environmental factors are associated with the pathogenesis of AIH. HLA-DRB1*03:01 and *04:01 are associated with type 1 AIH in European and *04:05 in Japanese populations. Here, we conducted an HLA association study in order to find HLA alleles or haplotypes predisposing or protective for Japanese AIH. METHODS HLA-DRB1 and DQB1 genotyping of 360 type 1 AIH patients and 1026 healthy controls was performed. RESULTS The predisposing association of DRB1*04:01 (P = 0.0006, corrected P [Pc] = 0.0193, odds ratio [OR] 2.97, 95% confidence interval [CI] 1.62-5.43), DRB1*04:05 (P = 1.89×10-21, Pc = 5.86×10-20, OR 3.41, 95% CI 2.65-4.38), and DQB1*04:01 (P = 4.66×10-18, Pc = 6.99×10-17, OR 3.89, 95% CI 2.84-5.33) and the protective association of DRB1*13:02 (P = 0.0003, Pc = 0.0080, OR 0.48, 95% CI 0.32-0.72) with Japanese type 1 AIH were observed. An association of the DR4/DR8 heterozygous genotype with Japanese AIH was identified for the first time (P = 3.12×10-9, OR 3.52, 95% CI 2.34-5.29). Susceptible diplotypes were DRB1*04:05-DQB1*04:01/DRB1*08:02-DQB1*03:02 (P = 0.0004, OR 24.77, 95% CI 1.45-424.31) and DRB1*04:05-DQB1*04:01/DRB1*08:03-DQB1*06:01 (P = 1.18×10-6, OR 10.64, 95% CI 3.19-35.46). Serum levels of Immunoglobulin G and Immunoglobulin M, International Autoimmune Hepatitis Group score, positive rate of anti-smooth muscle antibodies, and the rate of definite AIH were higher in AIH patients with DRB1*04:05 than without. CONCLUSIONS The important roles of specific combinations of DRB1 and DQB1 alleles or haplotypes in the pathogenesis of type 1 AIH were suggested. The association of DR4/DR8 heterozygous genotype suggested the pathologic importance of trans-complementing DQα-β heterodimer molecules encoded by DQA1 allele of one haplotype and the DQB1 allele of the other haplotype, as it was proposed in the HLA association studies of Type 1 diabetes.
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Affiliation(s)
- Shomi Oka
- Molecular and Genetic Epidemiology Laboratory, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Japan
- Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18–1 Sakuradai, Minami-ku, Sagamihara, Japan
| | - Hiroshi Furukawa
- Molecular and Genetic Epidemiology Laboratory, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Japan
- Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18–1 Sakuradai, Minami-ku, Sagamihara, Japan
- * E-mail:
| | - Michio Yasunami
- Department of Medical Genomics, Life Science Institute, Saga-ken Medical Centre Koseikan, 400 Kasemachi-Nakabaru, Saga, Japan
- Department of Clinical Medicine, Institute of Tropical Medicine, Nagasaki University, 1-12-4 Sakamoto, Nagasaki, Japan
| | - Aya Kawasaki
- Molecular and Genetic Epidemiology Laboratory, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Japan
| | - Hitomi Nakamura
- Department of Clinical Medicine, Institute of Tropical Medicine, Nagasaki University, 1-12-4 Sakamoto, Nagasaki, Japan
| | - Minoru Nakamura
- Department of Hepatology, Nagasaki University Graduate School of Biomedical Sciences, 1-12-4 Sakamoto, Nagasaki, Japan
- Clinical Research Center, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Atsumasa Komori
- Clinical Research Center, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Seigo Abiru
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Shinya Nagaoka
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Satoru Hashimoto
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Atsushi Naganuma
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Noriaki Naeshiro
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Kaname Yoshizawa
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Haruhiro Yamashita
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Keisuke Ario
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Hajime Ohta
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Hironori Sakai
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Iwao Yabuuchi
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Atsushi Takahashi
- Department of Gastroenterology and Rheumatology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, Japan
| | - Kazumichi Abe
- Department of Gastroenterology and Rheumatology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, Japan
| | - Hiroshi Yatsuhashi
- Clinical Research Center, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
| | - Shigeto Tohma
- Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18–1 Sakuradai, Minami-ku, Sagamihara, Japan
| | - Hiromasa Ohira
- Department of Gastroenterology and Rheumatology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, Japan
| | - Naoyuki Tsuchiya
- Molecular and Genetic Epidemiology Laboratory, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Japan
| | - Kiyoshi Migita
- Clinical Research Center, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
- NHO-AIH study group, National Hospital Organization Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Japan
- Department of Gastroenterology and Rheumatology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, Japan
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Georgopoulos AP, James LM, Carpenter AF, Engdahl BE, Leuthold AC, Lewis SM. Gulf War illness (GWI) as a neuroimmune disease. Exp Brain Res 2017; 235:3217-3225. [PMID: 28762055 DOI: 10.1007/s00221-017-5050-0] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2017] [Accepted: 07/26/2017] [Indexed: 01/21/2023]
Abstract
Gulf War illness (GWI) is a chronic disease characterized by the involvement of several organs, including the brain (Christova et al., Exp Brain Res doi: 10.1007/s00221-017-5010-8 , 2017). In a previous study (Georgopoulos et al., J Neural Eng 4:349-355, 2015), we identified six protective alleles from Class II human leukocyte antigen (HLA) genes, and more recently, we investigated the brain correlates of this protection (James et al., EBioMedicine 13:72-79, 2016). Those and other studies (Israeli, Lupus, 21:190-194, 2012) suggested an involvement of the immune system in GWI. In a recent study (Engdahl et al., EBioMedicine doi: 10.1016/j.ebiom.2016.08.030 , 2016), we showed that the brain pattern of synchronous neural interactions (SNI; Georgopoulos et al., J Neural Eng 4:349-355, 2007) in GWI is distinctly different from that in healthy controls. Here we focused on the SNI itself, as a basic measure of neural communication (irrespective of specific connections) and compared it between GWI and seven other diseases that cover a broad spectrum of etiology and pathophysiology. Specifically, we sought to determine which, if any, of those diseases might resemble GWI SNI, overall and within the HLA protective domain, and thus gain further knowledge regarding the nature of GWI brain abnormality. We studied a total of 962 participants from a healthy control population (N = 583) and eight different diseases, including GWI (N = 40), schizophrenia (SZ; N = 21), Alzheimer's disease (AD; N = 66), posttraumatic stress disorder (PTSD; N = 159), major depressive disorder (MDD; N = 10), relapsing-remitting multiple sclerosis (RRMS; N = 43), Sjögren's syndrome (SS; N = 32), and rheumatoid arthritis (RA; N = 8). They all underwent a resting-state magnetoencephalographic (MEG) scan to calculate SNIs. Data were analyzed using analysis of covariance (ANCOVA) with disease as fixed factor, and sex and age as covariates. We found that GWI SNIs differed significantly from control SZ, AD, PTSD and MDD but not from RRMS, SS and RA. In addition, we compared GWI to RRMS, SS and RA with respect to SNIs of MEG sensor pairs that were related to the HLA alleles protective for GWI (James et al., EBioMedicine 13:72-79, 2016). We found that GWI SNIs did not differ significantly from any of these three diseases but they did so from control SZ, AD, PTSD and MDD. These findings indicate that (a) GWI brain synchronicity does not differ significantly from that of known immune-related diseases (RRMS, SS, RA), and (b) that this SNI similarity is present within the HLA-related SNIs. In contrast, GWI SNIs differed significantly from those of the other diseases. We conclude that altered brain communication in GWI likely reflects immune-related processes, as postulated previously (James et al., EBioMedicine 13:72-79, 2016). By extension, these findings also indicate that functional brain abnormalities in RRMS, SS and RA might be, in part, due to lack of protective HLA alleles as documented for GWI (Georgopoulos et al., EBioMedicine 3:79-85, 2015).
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Affiliation(s)
- Apostolos P Georgopoulos
- Brain Sciences Center (11B), Minneapolis Veterans Affairs Health Care System, One Veterans Drive, Minneapolis, MN, 55417, USA. .,Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, 55455, USA. .,Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN, 55455, USA. .,Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, 55455, USA. .,Department of Neurology, University of Minnesota Medical School, Minneapolis, MN, 55455, USA.
| | - Lisa M James
- Brain Sciences Center (11B), Minneapolis Veterans Affairs Health Care System, One Veterans Drive, Minneapolis, MN, 55417, USA.,Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, 55455, USA.,Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN, 55455, USA.,Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
| | - Adam F Carpenter
- Brain Sciences Center (11B), Minneapolis Veterans Affairs Health Care System, One Veterans Drive, Minneapolis, MN, 55417, USA.,Department of Neurology, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
| | - Brian E Engdahl
- Brain Sciences Center (11B), Minneapolis Veterans Affairs Health Care System, One Veterans Drive, Minneapolis, MN, 55417, USA.,Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, 55455, USA.,Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN, 55455, USA.,Department of Psychology, University of Minnesota, Minneapolis, USA
| | - Arthur C Leuthold
- Brain Sciences Center (11B), Minneapolis Veterans Affairs Health Care System, One Veterans Drive, Minneapolis, MN, 55417, USA.,Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
| | - Scott M Lewis
- Brain Sciences Center (11B), Minneapolis Veterans Affairs Health Care System, One Veterans Drive, Minneapolis, MN, 55417, USA.,Department of Neurology, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
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