Genes Encoding Heat Shock Proteins Are Associated with Risk and Clinical Course of Severe COVID-19: A Pilot Study
Andrey R Karpenko, Ksenia A Kobzeva, Yuriy L Orlov, Olga Yu. Bushueva
International Journal of Molecular Sciences, doi:10.3390/ijms26188967
In viral infections human heat shock proteins (HSPs) play a dual role by either protecting host cells or acting on viruses' needs. The roles of HSPs have been extensively studied in various human pathologies, but their involvement in the progression of COVID-19 remains unexplored. It makes HSPs genetic variants particularly interesting in the context of severe COVID-19 risk. In this study, 1228 subjects (199 hospitalized COVID-19 patients and 962 controls) were genotyped for 20 SNPs in genes encoding HSPs and their regulators. SNP rs7189628 DNAJA2 (effect allele [EA] T) increased the risk of severe COVID-19 in the entire group (p = 0.002), males (p = 0.00008), and smokers (p = 0.0003). SNP rs910652 HSPA12B (EA C) decreased the risk of severe COVID-19 in the entire group (p = 0.01), females (p = 0.04), and patients with normal physical activity levels (p = 0.01). SNP rs1136141 HSPA8 (EA A) increased the risk of severe COVID-19 in patients with low fruit/vegetable intake (p = 0.004). Moreover, we observed significant changes in ground-glass opacity and alterations in blood coagulation and inflammation parameters, influenced by the SNPs of BAG3, HSF2, HSPA6, HSPA8, HSPA9, and DNAJA2. The molecular mechanisms underlying these associations are discussed. Together, our study provides preliminary evidence that SNPs of HSPs can significantly modulate the risk of severe COVID-19.
Informed Consent Statement: Informed consent was obtained from all subjects involved in the study.
Conflicts of Interest: The authors declare no conflicts of interest.
References
Acloque, Adams, Fishwick, Bronner-Fraser, Nieto, Epithelial-Mesenchymal Transitions: The Importance of Changing Cell State in Development and Disease, J. Clin. Investig,
doi:10.1172/JCI38019
Akaberi, Krambrich, Ling, Luni, Hedenstierna et al., Mitigation of the Replication of SARS-CoV-2 by Nitric Oxide in Vitro, Redox Biol,
doi:10.1016/j.redox.2020.101734
Alqutami, Senok, Hachim, COVID-19 Transcriptomic Atlas: A Comprehensive Analysis of COVID-19 Related Transcriptomics Datasets, Front. Genet,
doi:10.3389/fgene.2021.755222
Alwazeer, Liu, Wu, Lebaron, Combating Oxidative Stress and Inflammation in COVID-19 by Molecular Hydrogen Therapy: Mechanisms and Perspectives, Oxidative Med. Cell. Longev,
doi:10.1155/2021/5513868
An, Kim, Kim, Kim, Rhee et al., Histone Demethylase KDM3B Regulates the Transcriptional Network of Cell-Cycle Genes in Hepatocarcinoma HepG2 Cells, Biochem. Biophys. Res. Commun,
doi:10.1016/j.bbrc.2018.11.179
Bagchi, Walczak, Tsai, The Endoplasmic Reticulum Membrane J Protein C18 Executes a Distinct Role in Promoting Simian Virus 40 Membrane Penetration, J. Virol,
doi:10.1128/jvi.03574-14
Basile, Cavalli, Mccubrey, Hernández-Bello, Muñoz-Valle et al., The PI3K/Akt/mTOR Pathway: A Potential Pharmacological Target in COVID-19, Drug Discov. Today,
doi:10.1016/j.drudis.2021.11.002
Belykh, Soldatov, Stetskaya, Kobzeva, Soldatova et al., Polymorphism of SERF2, the Gene Encoding a Heat-Resistant Obscure (Hero) Protein with Chaperone Activity, Is a Novel Link in Ischemic Stroke, IBRO Neurosci. Rep,
doi:10.1016/j.ibneur.2023.05.004
Bull, Al-Ansari, Biddle, Borodulin, Buman et al., World Health Organization 2020 Guidelines on Physical Activity and Sedentary Behaviour, Br. J. Sports Med,
doi:10.1136/bjsports-2020-102955
Bushueva, Bulgakova, Ivanov, Polonikov, Association of Flavin Monooxygenase Gene E158K Polymorphism with Chronic Heart Disease Risk, Bull. Exp. Biol. Med,
doi:10.1007/s10517-015-3073-8
Bushueva, Single Nucleotide Polymorphisms in Genes Encoding Xenobiotic Metabolizing Enzymes Are Associated with Predisposition to Arterial Hypertension, Res. Results Biomed,
doi:10.18413/2658-6533-2020-6-4-0-1
Bushueva, Solodilova, Ivanov, Polonikov, Gender-Specific Protective Effect of the -463G>A Polymorphism of Myeloperoxidase Gene against the Risk of Essential Hypertension in Russians, J. Am. Soc. Hypertens,
doi:10.1016/j.jash.2015.08.006
Cappello, Marino Gammazza, Dieli, Conway De Macario, Macario, Does SARS-CoV-2 Trigger Stress-InducedAutoimmunity by Molecular Mimicry? A Hypothesis, J. Clin. Med,
doi:10.3390/jcm9072038
Chang, Bai, You, Associations between Serum Interleukins (IL-1β, IL-2, IL-4, IL-6, IL-8, and IL-10) and Disease Severity of COVID-19: A Systematic Review and Meta-Analysis, BioMed Res. Int,
doi:10.1155/2022/2755246
Che, Jack, Motsinger-Reif, Brown, An Adaptive Permutation Approach for Genome-Wide Association Study: Evaluation and Recommendations for Use, BioData Min,
doi:10.1186/1756-0381-7-9
Choi, Park, Multivariate Generalized Multifactor Dimensionality Reduction to Detect Gene-Gene Interactions, BMC Syst. Biol,
doi:10.1186/1752-0509-7-S6-S15
Da Rosa Mesquita, Francelino Silva Junior, Santos Santana, Farias De Oliveira, Campos Alcântara et al., Clinical Manifestations of COVID-19 in the General Population: Systematic Review, Wien. Klin. Wochenschr
De Antonellis, Ferrucci, Miceli, Bibbo, Asadzadeh et al., Targeting ATP2B1 Impairs PI3K/Akt/FOXO Signaling and Reduces SARS-COV-2 Infection and Replication, EMBO Rep,
doi:10.1038/s44319-024-00164-z
Degenhardt, Ellinghaus, Juzenas, Lerga-Jaso, Wendorff et al., Detailed Stratified GWAS Analysis for Severe COVID-19 in Four European Populations, Hum. Mol. Genet,
doi:10.1093/hmg/ddac158
Diet, Nutrition, Prevention of Chronic Diseases: Report of a Joint WHO/FAO Expert Consultation
Ding, Fernandez-Prada, Bhattacharjee, Hoover, Over-Expression of Hsp-70 Inhibits Bacterial Lipopolysaccharide-Induced Production of Cytokines in Human Monocyte-Derived Macrophages, Cytokine,
doi:10.1006/cyto.2001.0959
Durante, Glutamine Deficiency Promotes Immune and Endothelial Cell Dysfunction in COVID-19, Int. J. Mol. Sci,
doi:10.3390/ijms24087593
Fodor, Tiperciuc, Login, Orasan, Lazar et al., Endothelial Dysfunction, Inflammation, and Oxidative Stress in COVID-19-Mechanisms and Therapeutic Targets, Oxid. Med. Cell Longev,
doi:10.1155/2021/8671713
Frolova, Le Goff, Rasmussen, Cheperegin, Drugeon et al., A Highly Conserved Eukaryotic Protein Family Possessing Properties of Polypeptide Chain Release Factor, Nature,
doi:10.1038/372701a0
Gao, Li, -H.; Chen, Chu, Chan et al., BEX3 Contributes to Cisplatin Chemoresistance in Nasopharyngeal Carcinoma, Cancer Med,
doi:10.1002/cam4.982
Garcia, Jr, Jeyachandran, Wang, Irudayam et al., Hippo Signaling Pathway Activation during SARS-CoV-2 Infection Contributes to Host Antiviral Response, PLOS Biol,
doi:10.1371/journal.pbio.3001851
Guo, Yi, Wang, Lei, Du, Potential Application of Heat Shock Proteins as Therapeutic Targets in Parkinson's Disease, Neurochem. Int,
doi:10.1016/j.neuint.2022.105453
Gupta, Jayakumar, Saleh, Kannan, Halwani et al., SARS-CoV-2 Infection-Induced Growth Factors Play Differential Roles in COVID-19 Pathogenesis, Life Sci,
doi:10.1016/j.lfs.2022.120703
Hao, Kong, Yan, Shen, Xu et al., Inhibition of Orf Virus Replication in Goat Skin Fibroblast Cells by the HSPA1B Protein, as Demonstrated by iTRAQ-Based Quantitative Proteome Analysis, Arch. Virol,
doi:10.1007/s00705-020-04789-y
Hartl, Bracher, Hayer-Hartl, Molecular Chaperones in Protein Folding and Proteostasis, Nature,
doi:10.1038/nature10317
Hou, Yang, Xiang, Liu, Geng et al., Metformin Is a Potential Therapeutic for COVID-19/LUAD by Regulating Glucose Metabolism, Sci. Rep,
doi:10.1038/s41598-024-63081-0
Jang, Lee, Cho, Hwang, Kwon et al., KLHL3 Deficiency in Mice Ameliorates Obesity, Insulin Resistance, and Nonalcoholic Fatty Liver Disease by Regulating Energy Expenditure, Exp. Mol. Med,
doi:10.1038/s12276-022-00833-w
Kayvanpour, Wisdom, Lackner, Sedaghat-Hamedani, Boeckel et al., VARS2 Depletion Leads to Activation of the Integrated Stress Response and Disruptions in Mitochondrial Fatty Acid Oxidation, Int. J. Mol. Sci,
doi:10.3390/ijms23137327
Kim, Gwak, Hwang, Yang, Jeong, Mitochondrial GPT2 Plays a Pivotal Role in Metabolic Adaptation to the Perturbation of Mitochondrial Glutamine Metabolism, Oncogene,
doi:10.1038/s41388-019-0751-4
Kim, Kim, Eom, Choe, Kee et al., KDM3B Is the H3K9 Demethylase Involved in Transcriptional Activation of Lmo2 in Leukemia, Mol. Cell. Biol,
doi:10.1128/MCB.00133-12
Kobzeva, Gurtovoy, Polonikov, Pokrovsky, Patrakhanov et al., Polymorphism in Genes Encoding HSP40 Family Proteins Is Associated with Ischemic Stroke Risk and Brain Infarct Size: A Pilot Study, JIN,
doi:10.31083/j.jin2312211
Kobzeva, Ivenkov, Gromov, Bushueva, HSP90 Family Members, Their Regulators and Ischemic Stroke Risk: A Comprehensive Molecular-Genetics and Bioinformatics Analysis, FBS,
doi:10.31083/j.fbs1604019
Kobzeva, Shilenok, Belykh, Gurtovoy, Bobyleva et al., C9orf16 (BBLN) Gene, Encoding a Member of Hero Proteins, Is a Novel Marker in Ischemic Stroke Risk, Res. Results Biomed,
doi:10.18413/2658-6533-2022-8-3-0-2
Kobzeva, Soldatova, Stetskaya, Soldatov, Deykin et al., Association between HSPA8 Gene Variants and Ischemic Stroke: A Pilot Study Providing Additional Evidence for the Role of Heat Shock Proteins in Disease Pathogenesis, Genes,
doi:10.3390/genes14061171
Krishnan-Sivadoss, Mijares-Rojas, Villarreal-Leal, Torre-Amione, Knowlton et al., Heat Shock Protein 60 and Cardiovascular Diseases: An Intricate Love-Hate Story, Med. Res. Rev,
doi:10.1002/med.21723
Li, Boon, Michelson, Foraker, Zhan et al., Estrogen Hormone Is an Essential Sex Factor Inhibiting Inflammation and Immune Response in COVID-19, Sci. Rep,
doi:10.1038/s41598-022-13585-4
Li, Gong, Zhou, Xiao, Huang et al., STK19 Is a DNA/RNA-Binding Protein Critical for DNA Damage Repair and Cell Proliferation, J. Cell Biol,
doi:10.1083/jcb.202301090
Liu, Jiang, He, Liu, Fan et al., NETO2 Promotes Invasion and Metastasis of Gastric Cancer Cells via Activation of PI3K/Akt/NF-κB/Snail Axis and Predicts Outcome of the Patients, Cell Death Dis,
doi:10.1038/s41419-019-1388-5
Loktionov, Kobzeva, Dorofeeva, Babkina, Kolodezhnaya et al., A Comprehensive Genetic and Bioinformatic Analysis Provides Evidence for the Engagement of COVID-19 GWAS-Significant Loci in the Molecular Mechanisms of Coronary Artery Disease and Stroke, J. Mol. Pathol,
doi:10.3390/jmp5030026
Loktionov, Kobzeva, Dorofeeva, Sergeeva, Bushueva, GWAS-Identified Loci Are Associated with Obesity and Type 2 Diabetes Mellitus in Patients with Severe COVID-19, FBS,
doi:10.31083/j.fbs1603014
Loktionov, Kobzeva, Karpenko, Sergeeva, Orlov et al., GWAS-Significant Loci and Severe COVID-19: Analysis of Associations, Link with Thromboinflammation Syndrome, Gene-Gene, and Gene-Environmental Interactions, Front. Genet,
doi:10.3389/fgene.2024.1434681
Louis-Dit-Picard, Barc, Trujillano, Miserey-Lenkei, Bouatia-Naji et al., KLHL3 Mutations Cause Familial Hyperkalemic Hypertension by Impairing Ion Transport in the Distal Nephron, Nat. Genet,
doi:10.1038/ng.2218
Lucchese, Flöel, SARS-CoV-2 and Guillain-Barré Syndrome: Molecular Mimicry with Human Heat Shock Proteins as Potential Pathogenic Mechanism, Cell Stress Chaperones,
doi:10.1007/s12192-020-01145-6
Maio, Lafont, Sil, Li, Bollinger et al., Fe-S Cofactors in the SARS-CoV-2 RNA-Dependent RNA Polymerase Are Potential Antiviral Targets, Science,
doi:10.1126/science.abi5224
Marino Gammazza, Légaré, Lo Bosco, Fucarino, Angileri et al., Human Molecular Chaperones Share with SARS-CoV-2 Antigenic Epitopes Potentially Capable of Eliciting Autoimmunity against Endothelial Cells: Possible Role of Molecular Mimicry in COVID-19, Cell Stress Chaperones,
doi:10.1007/s12192-020-01148-3
Masoodi, Peschka, Schmiedel, Haddad, Frye et al., Disturbed Lipid and Amino Acid Metabolisms in COVID-19 Patients, J. Mol. Med,
doi:10.1007/s00109-022-02177-4
Miyata, Nishida, Identification of FAM53C as a Cytosolic-Anchoring Inhibitory Binding Protein of the Kinase DYRK1A, Life Sci. Alliance,
doi:10.26508/lsa.202302129
Murphy, Newsholme, Importance of Glutamine Metabolism in Murine Macrophages and Human Monocytes to L-Arginine Biosynthesis and Rates of Nitrite or Urea Production, Clin Sci,
doi:10.1042/cs0950397
Navhaya, Blessing, Yamkela, Godlo, Makhoba, A Comprehensive Review of the Interaction between COVID-19 Spike Proteins with Mammalian Small and Major Heat Shock Proteins, Biomol. Concepts,
doi:10.1515/bmc-2022-0027
Niayesh-Mehr, Kalantar, Bontempi, Montaldo, Ebrahimi et al., The Role of Epithelial-Mesenchymal Transition in Pulmonary Fibrosis: Lessons from Idiopathic Pulmonary Fibrosis and COVID-19, Cell Commun. Signal,
doi:10.1186/s12964-024-01925-y
Pairo-Castineira, Rawlik, Bretherick, Qi, Wu et al., GWAS and Meta-Analysis Identifies 49 Genetic Variants Underlying Critical COVID-19, Nature,
doi:10.1038/s41586-023-06034-3
Polonikov, Samgina, Nazarenko, Bushueva, Ivanov, Alcohol Consumption and Cigarette Smoking Are Important Modifiers of the Association Between Acute Pancreatitis and the PRSS1-PRSS2 Locus in Men, Pancreas,
doi:10.1097/MPA.0000000000000729
Rajendran, Chathambath, Al-Sehemi, Pannipara, Unnikrishnan et al., Critical Role of Nitric Oxide in Impeding COVID-19 Transmission and Prevention: A Promising Possibility, Environ. Sci. Pollut. Res,
doi:10.1007/s11356-022-19148-4
Rees, Rostad, Mantus, Anderson, Chahroudi et al., Altered Amino Acid Profile in Patients with SARS-CoV-2 Infection, Proc. Natl. Acad. Sci,
doi:10.1073/pnas.2101708118
Ricke-Hoch, Stelling, Lasswitz, Gunesch, Kasten et al., Impaired Immune Response Mediated by Prostaglandin E2 Promotes Severe COVID-19 Disease, PLoS ONE,
doi:10.1371/journal.pone.0255335
Rosado-Olivieri, Razooky, Le Pen, De Santis, Barrows et al., Organotypic Human Lung Bud Microarrays Identify BMP-Dependent SARS-CoV-2 Infection in Lung Cells, Stem Cell Rep,
doi:10.1016/j.stemcr.2023.03.015
Saibil, Chaperone Machines for Protein Folding, Unfolding and Disaggregation, Nat. Rev. Mol. Cell Biol,
doi:10.1038/nrm3658
Salinas, Byrum, Moreland, Mackintosh, Tackett et al., Identification of Viral and Host Proteins That Interact with Murine Gammaherpesvirus 68 Latency-Associated Nuclear Antigen during Lytic Replication: A Role for Hsc70 in Viral Replication, J. Virol,
doi:10.1128/JVI.02022-15
Shan, Cortopassi, Mitochondrial Hspa9/Mortalin Regulates Erythroid Differentiation via Iron-Sulfur Cluster Assembly, Mitochondrion,
doi:10.1016/j.mito.2015.12.005
Shilenok, Kobzeva, Deykin, Pokrovsky, Patrakhanov et al., Obesity and Environmental Risk Factors Significantly Modify the Association between Ischemic Stroke and the Hero Chaperone C19orf53, Life,
doi:10.3390/life14091158
Shilenok, Kobzeva, Soldatov, Deykin, Bushueva, C11orf58 (Hero20) Gene Polymorphism: Contribution to Ischemic Stroke Risk and Interactions with Other Heat-Resistant Obscure Chaperones, Biomedicines,
doi:10.3390/biomedicines12112603
Shilenok, Kobzeva, Stetskaya, Freidin, Soldatova et al., SERPINE1 mRNA Binding Protein 1 Is Associated with Ischemic Stroke Risk: A Comprehensive Molecular-Genetic and Bioinformatics Analysis of SERBP1 SNPs, Int. J. Mol. Sci,
doi:10.3390/ijms24108716
Shin, Hudson, Harrison, Craven, Keleş, atSNP Search: A Web Resource for Statistically Evaluating Influence of Human Genetic Variation on Transcription Factor Binding, Nucleic Acids Res,
doi:10.1093/nar/gky1055
Soldatov, Venediktov, Belykh, Piavchenko, Naimzada et al., Oxidative Stress in the Pathobiology of Ischemic Stroke, Front. Mol. Neurosci,
doi:10.3389/fnmol.2024.1513084
Spittler, Holzer, Oehler, Boltz-Nitulescu, Roth, A Glutamine Deficiency Impairs the Function of Cultured Human Monocytes, Clin. Nutr,
doi:10.1016/S0261-5614(97)80031-3
Stetskaya, Kobzeva, Zaytsev, Shilenok, Komkova et al., HSPD1 Gene Polymorphism Is Associated with an Increased Risk of Ischemic Stroke in Smokers, Res. Results Biomed,
doi:10.18413/2658-6533-2024-10-2-0-1
Strine, Cai, Wei, Alfajaro, Filler et al., DYRK1A Promotes Viral Entry of Highly Pathogenic Human Coronaviruses in a Kinase-Independent Manner, PLOS Biol,
doi:10.1371/journal.pbio.3002097
Tavasolian, Rashidi, Hatam, Jeddi, Hosseini et al., Immune Response, and Susceptibility to COVID-19, Front. Immunol,
doi:10.3389/fimmu.2020.601886
Thomas, Stefanoni, Reisz, Nemkov, Bertolone et al., COVID-19 Infection Alters Kynurenine and Fatty Acid Metabolism, Correlating with IL-6 Levels and Renal Status, JCI Insight,
doi:10.1172/jci.insight.140327
Tu, Wang, Zhang, Ha, Wang et al., Novel Role of Endothelial Derived Exosomal HSPA12B in Regulating Macrophage Inflammatory Responses in Polymicrobial Sepsis, Front. Immunol,
doi:10.3389/fimmu.2020.00825
Vallée, Lecarpentier, Vallée, Interplay of Opposing Effects of the WNT/β-Catenin Pathway and PPARγ and Implications for SARS-CoV2 Treatment, Front. Immunol,
doi:10.3389/fimmu.2021.666693
Venediktov, Bushueva, Kudryavtseva, Kuzmin, Moiseeva et al., Closest Horizons of Hsp70 Engagement to Manage Neurodegeneration, Front. Mol. Neurosci,
doi:10.3389/fnmol.2023.1230436
Võsa, Claringbould, Westra, Bonder, Deelen et al., Unraveling the Polygenic Architecture of Complex Traits Using Blood eQTL Metaanalysis, bioRxiv,
doi:10.1101/447367
Wang, Xiao, Deng, Gong, Li et al., The Role of Cytochrome P450 Enzymes in COVID-19 Pathogenesis and Therapy, Front. Pharmacol,
doi:10.3389/fphar.2022.791922
Ward, Kellis, HaploReg: A Resource for Exploring Chromatin States, Conservation, and Regulatory Motif Alterations within Sets of Genetically Linked Variants, Nucleic Acids Res,
doi:10.1093/nar/gkr917
Watanabe, Fuse, Asano, Tsukahara, Maru et al., Identification of Hsc70 as an Influenza Virus Matrix Protein (M1) Binding Factor Involved in the Virus Life Cycle, FEBS Lett,
doi:10.1016/j.febslet.2006.09.040
Wei, Yi, Liu, Sui, Li et al., Circ-Phkb Promotes Cell Apoptosis and Inflammation in LPS-Induced Alveolar Macrophages via the TLR4/MyD88/NF-kB/CCL2 Axis, Respir. Res,
doi:10.1186/s12931-024-02677-6
Wei, Zhou, Li, Zhong, Li et al., Plasma Gp96 Is a Novel Predictive Biomarker for Severe COVID-19, Microbiol. Spectr,
doi:10.1128/Spectrum.00597-21
Wu, Li, Huang, Jiang, Tu et al., HSPA12B Inhibits Lipopolysaccharide-Induced Inflammatory Response in Human Umbilical Vein Endothelial Cells, J. Cell Mol. Med,
doi:10.1111/jcmm.12464
Yaqoob, Calder, Cytokine Production by Human Peripheral Blood Mononuclear Cells: Differential Senstivity to Glutamine Availability, Cytokine,
doi:10.1006/cyto.1998.0358
Zhang, Gao, Jiang, Yan, Yang et al., STAT Signaling as an ARDS Therapeutic Target: Status and Future Trends, Biochem. Pharmacol,
doi:10.1016/j.bcp.2022.115382
Zhang, Zhang, Deng, Wang, Mo et al., Cytokines as Drivers: Unraveling the Mechanisms of Epithelial-Mesenchymal Transition in COVID-19 Lung Fibrosis, Biochem. Biophys. Res. Commun,
doi:10.1016/j.bbrc.2023.10.050
Zhu, Lv, Fang, Peng, Sheng et al., Heat Shock Protein Member 8 Is an Attachment Factor for Infectious Bronchitis Virus, Front. Microbiol,
doi:10.3389/fmicb.2020.01630
Zimmermann, Traxler, Bekos, Simader, Mueller et al., Heat Shock Protein 27 as a Predictor of Prognosis in Patients Admitted to Hospital with Acute COPD Exacerbation, Cell Stress Chaperones,
doi:10.1007/s12192-019-01057-0
Zivancevic-Simonovic, Minic, Cupurdija, Stanojevic-Pirkovic, Milosevic-Djordjevic et al., Transforming Growth Factor Beta 1 (TGF-B1) in COVID-19 Patients: Relation to Platelets and Association with the Disease Outcome, Mol. Cell Biochem,
doi:10.1007/s11010-023-04674-7
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"abstract": "<jats:p>In viral infections human heat shock proteins (HSPs) play a dual role by either protecting host cells or acting on viruses’ needs. The roles of HSPs have been extensively studied in various human pathologies, but their involvement in the progression of COVID-19 remains unexplored. It makes HSPs genetic variants particularly interesting in the context of severe COVID-19 risk. In this study, 1228 subjects (199 hospitalized COVID-19 patients and 962 controls) were genotyped for 20 SNPs in genes encoding HSPs and their regulators. SNP rs7189628 DNAJA2 (effect allele [EA] T) increased the risk of severe COVID-19 in the entire group (p = 0.002), males (p = 0.00008), and smokers (p = 0.0003). SNP rs910652 HSPA12B (EA C) decreased the risk of severe COVID-19 in the entire group (p = 0.01), females (p = 0.04), and patients with normal physical activity levels (p = 0.01). SNP rs1136141 HSPA8 (EA A) increased the risk of severe COVID-19 in patients with low fruit/vegetable intake (p = 0.004). Moreover, we observed significant changes in ground-glass opacity and alterations in blood coagulation and inflammation parameters, influenced by the SNPs of BAG3, HSF2, HSPA6, HSPA8, HSPA9, and DNAJA2. The molecular mechanisms underlying these associations are discussed. Together, our study provides preliminary evidence that SNPs of HSPs can significantly modulate the risk of severe COVID-19.</jats:p>",
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{
"DOI": "10.1007/s00508-020-01760-4",
"article-title": "Clinical Manifestations of COVID-19 in the General Population: Systematic Review",
"doi-asserted-by": "crossref",
"first-page": "377",
"journal-title": "Wien. Klin. Wochenschr.",
"key": "ref_1",
"volume": "133",
"year": "2021"
},
{
"DOI": "10.1097/JCMA.0000000000000463",
"article-title": "Clinical Manifestation and Disease Progression in COVID-19 Infection",
"author": "Tsai",
"doi-asserted-by": "crossref",
"first-page": "3",
"journal-title": "J. Chin. Med. Assoc.",
"key": "ref_2",
"volume": "84",
"year": "2021"
},
{
"key": "ref_3",
"unstructured": "(2024, May 30). COVID-19 Cases|WHO COVID-19 Dashboard. Available online: https://data.who.int/dashboards/covid19/cases."
},
{
"DOI": "10.1016/j.molcel.2010.10.006",
"article-title": "The Heat Shock Response: Life on the Verge of Death",
"author": "Richter",
"doi-asserted-by": "crossref",
"first-page": "253",
"journal-title": "Mol. Cell",
"key": "ref_4",
"volume": "40",
"year": "2010"
},
{
"DOI": "10.1038/nature10317",
"article-title": "Molecular Chaperones in Protein Folding and Proteostasis",
"author": "Hartl",
"doi-asserted-by": "crossref",
"first-page": "324",
"journal-title": "Nature",
"key": "ref_5",
"volume": "475",
"year": "2011"
},
{
"DOI": "10.1038/nrm3658",
"article-title": "Chaperone Machines for Protein Folding, Unfolding and Disaggregation",
"author": "Saibil",
"doi-asserted-by": "crossref",
"first-page": "630",
"journal-title": "Nat. Rev. Mol. Cell Biol.",
"key": "ref_6",
"volume": "14",
"year": "2013"
},
{
"DOI": "10.1002/med.21723",
"article-title": "Heat Shock Protein 60 and Cardiovascular Diseases: An Intricate Love-Hate Story",
"author": "Knowlton",
"doi-asserted-by": "crossref",
"first-page": "29",
"journal-title": "Med. Res. Rev.",
"key": "ref_7",
"volume": "41",
"year": "2021"
},
{
"DOI": "10.3389/fphar.2019.00920",
"doi-asserted-by": "crossref",
"key": "ref_8",
"unstructured": "Dukay, B., Csoboz, B., and Tóth, M.E. (2019). Heat-Shock Proteins in Neuroinflammation. Front. Pharmacol., 10."
},
{
"DOI": "10.1016/j.neuint.2022.105453",
"article-title": "Potential Application of Heat Shock Proteins as Therapeutic Targets in Parkinson’s Disease",
"author": "Guo",
"doi-asserted-by": "crossref",
"first-page": "105453",
"journal-title": "Neurochem. Int.",
"key": "ref_9",
"volume": "162",
"year": "2023"
},
{
"DOI": "10.18413/2658-6533-2022-8-3-0-2",
"article-title": "C9orf16 (BBLN) Gene, Encoding a Member of Hero Proteins, Is a Novel Marker in Ischemic Stroke Risk",
"author": "Kobzeva",
"doi-asserted-by": "crossref",
"first-page": "278",
"journal-title": "Res. Results Biomed.",
"key": "ref_10",
"volume": "8",
"year": "2022"
},
{
"DOI": "10.1016/j.ibneur.2023.05.004",
"article-title": "Polymorphism of SERF2, the Gene Encoding a Heat-Resistant Obscure (Hero) Protein with Chaperone Activity, Is a Novel Link in Ischemic Stroke",
"author": "Belykh",
"doi-asserted-by": "crossref",
"first-page": "453",
"journal-title": "IBRO Neurosci. Rep.",
"key": "ref_11",
"volume": "14",
"year": "2023"
},
{
"DOI": "10.3390/ijms24108716",
"doi-asserted-by": "crossref",
"key": "ref_12",
"unstructured": "Shilenok, I., Kobzeva, K., Stetskaya, T., Freidin, M., Soldatova, M., Deykin, A., Soldatov, V., Churnosov, M., Polonikov, A., and Bushueva, O. (2023). SERPINE1 mRNA Binding Protein 1 Is Associated with Ischemic Stroke Risk: A Comprehensive Molecular–Genetic and Bioinformatics Analysis of SERBP1 SNPs. Int. J. Mol. Sci., 24."
},
{
"DOI": "10.3390/jcm9072038",
"doi-asserted-by": "crossref",
"key": "ref_13",
"unstructured": "Cappello, F., Marino Gammazza, A., Dieli, F., Conway de Macario, E., and Macario, A.J. (2020). Does SARS-CoV-2 Trigger Stress-InducedAutoimmunity by Molecular Mimicry? A Hypothesis. J. Clin. Med., 9."
},
{
"DOI": "10.1016/j.autrev.2020.102597",
"article-title": "Covid-19 and Autoimmunity",
"author": "Ehrenfeld",
"doi-asserted-by": "crossref",
"first-page": "102597",
"journal-title": "Autoimmun. Rev.",
"key": "ref_14",
"volume": "19",
"year": "2020"
},
{
"DOI": "10.1007/s12192-020-01186-x",
"article-title": "Stress Proteins as Predictors of COVID-19 Outcomes",
"author": "Hall",
"doi-asserted-by": "crossref",
"first-page": "287",
"journal-title": "Cell Stress Chaperones",
"key": "ref_15",
"volume": "26",
"year": "2021"
},
{
"DOI": "10.1007/s12192-020-01148-3",
"article-title": "Human Molecular Chaperones Share with SARS-CoV-2 Antigenic Epitopes Potentially Capable of Eliciting Autoimmunity against Endothelial Cells: Possible Role of Molecular Mimicry in COVID-19",
"author": "Fucarino",
"doi-asserted-by": "crossref",
"first-page": "737",
"journal-title": "Cell Stress Chaperones",
"key": "ref_16",
"volume": "25",
"year": "2020"
},
{
"DOI": "10.1007/s12192-020-01145-6",
"article-title": "SARS-CoV-2 and Guillain-Barré Syndrome: Molecular Mimicry with Human Heat Shock Proteins as Potential Pathogenic Mechanism",
"author": "Lucchese",
"doi-asserted-by": "crossref",
"first-page": "731",
"journal-title": "Cell Stress Chaperones",
"key": "ref_17",
"volume": "25",
"year": "2020"
},
{
"DOI": "10.1006/cyto.2001.0959",
"article-title": "Over-Expression of Hsp-70 Inhibits Bacterial Lipopolysaccharide-Induced Production of Cytokines in Human Monocyte-Derived Macrophages",
"author": "Ding",
"doi-asserted-by": "crossref",
"first-page": "210",
"journal-title": "Cytokine",
"key": "ref_18",
"volume": "16",
"year": "2001"
},
{
"DOI": "10.1128/Spectrum.00597-21",
"doi-asserted-by": "crossref",
"key": "ref_19",
"unstructured": "Wei, R., Zhou, B., Li, S., Zhong, D., Li, B., Qin, J., Zhao, L., Qin, L., Hu, J., and Wang, J. (2021). Plasma Gp96 Is a Novel Predictive Biomarker for Severe COVID-19. Microbiol. Spectr., 9."
},
{
"DOI": "10.1007/s12192-019-01057-0",
"article-title": "Heat Shock Protein 27 as a Predictor of Prognosis in Patients Admitted to Hospital with Acute COPD Exacerbation",
"author": "Zimmermann",
"doi-asserted-by": "crossref",
"first-page": "141",
"journal-title": "Cell Stress Chaperones",
"key": "ref_20",
"volume": "25",
"year": "2020"
},
{
"DOI": "10.1515/bmc-2022-0027",
"doi-asserted-by": "crossref",
"key": "ref_21",
"unstructured": "Navhaya, L.T., Blessing, D.M., Yamkela, M., Godlo, S., and Makhoba, X.H. (2024). A Comprehensive Review of the Interaction between COVID-19 Spike Proteins with Mammalian Small and Major Heat Shock Proteins. Biomol. Concepts, 15."
},
{
"DOI": "10.3389/fgene.2024.1434681",
"doi-asserted-by": "crossref",
"key": "ref_22",
"unstructured": "Loktionov, A.V., Kobzeva, K.A., Karpenko, A.R., Sergeeva, V.A., Orlov, Y.L., and Bushueva, O.Y. (2024). GWAS-Significant Loci and Severe COVID-19: Analysis of Associations, Link with Thromboinflammation Syndrome, Gene-Gene, and Gene-Environmental Interactions. Front. Genet., 15."
},
{
"DOI": "10.1093/hmg/ddac158",
"article-title": "Detailed Stratified GWAS Analysis for Severe COVID-19 in Four European Populations",
"author": "Degenhardt",
"doi-asserted-by": "crossref",
"first-page": "3945",
"journal-title": "Hum. Mol. Genet.",
"key": "ref_23",
"volume": "31",
"year": "2022"
},
{
"DOI": "10.1038/s41586-023-06034-3",
"article-title": "GWAS and Meta-Analysis Identifies 49 Genetic Variants Underlying Critical COVID-19",
"author": "Rawlik",
"doi-asserted-by": "crossref",
"first-page": "764",
"journal-title": "Nature",
"key": "ref_24",
"volume": "617",
"year": "2023"
},
{
"DOI": "10.3389/fnmol.2023.1230436",
"doi-asserted-by": "crossref",
"key": "ref_25",
"unstructured": "Venediktov, A.A., Bushueva, O.Y., Kudryavtseva, V.A., Kuzmin, E.A., Moiseeva, A.V., Baldycheva, A., Meglinski, I., and Piavchenko, G.A. (2023). Closest Horizons of Hsp70 Engagement to Manage Neurodegeneration. Front. Mol. Neurosci., 16."
},
{
"DOI": "10.3390/biomedicines12112603",
"doi-asserted-by": "crossref",
"key": "ref_26",
"unstructured": "Shilenok, I., Kobzeva, K., Soldatov, V., Deykin, A., and Bushueva, O. (2024). C11orf58 (Hero20) Gene Polymorphism: Contribution to Ischemic Stroke Risk and Interactions with Other Heat-Resistant Obscure Chaperones. Biomedicines, 12."
},
{
"DOI": "10.3390/life14091158",
"doi-asserted-by": "crossref",
"key": "ref_27",
"unstructured": "Shilenok, I., Kobzeva, K., Deykin, A., Pokrovsky, V., Patrakhanov, E., and Bushueva, O. (2024). Obesity and Environmental Risk Factors Significantly Modify the Association between Ischemic Stroke and the Hero Chaperone C19orf53. Life, 14."
},
{
"DOI": "10.1186/s12885-022-10202-5",
"doi-asserted-by": "crossref",
"key": "ref_28",
"unstructured": "Chen, X., Zhang, H., and Xiao, B. (2022). C9orf16 Represents the Aberrant Genetic Programs and Drives the Progression of PDAC. BMC Cancer, 22."
},
{
"DOI": "10.1002/cam4.982",
"article-title": "BEX3 Contributes to Cisplatin Chemoresistance in Nasopharyngeal Carcinoma",
"author": "Gao",
"doi-asserted-by": "crossref",
"first-page": "439",
"journal-title": "Cancer Med.",
"key": "ref_29",
"volume": "6",
"year": "2017"
},
{
"DOI": "10.3389/fnmol.2024.1513084",
"doi-asserted-by": "crossref",
"key": "ref_30",
"unstructured": "Soldatov, V., Venediktov, A., Belykh, A., Piavchenko, G., Naimzada, M.D., Ogneva, N., Kartashkina, N., and Bushueva, O. (2024). Chaperones vs. Oxidative Stress in the Pathobiology of Ischemic Stroke. Front. Mol. Neurosci., 17."
},
{
"DOI": "10.1016/S0140-6736(03)14075-5",
"article-title": "Heat Shock Proteins as Regulators of the Immune Response",
"author": "Pockley",
"doi-asserted-by": "crossref",
"first-page": "469",
"journal-title": "Lancet",
"key": "ref_31",
"volume": "362",
"year": "2003"
},
{
"DOI": "10.1155/2021/8671713",
"article-title": "Endothelial Dysfunction, Inflammation, and Oxidative Stress in COVID-19-Mechanisms and Therapeutic Targets",
"author": "Fodor",
"doi-asserted-by": "crossref",
"first-page": "8671713",
"journal-title": "Oxid. Med. Cell Longev.",
"key": "ref_32",
"volume": "2021",
"year": "2021"
},
{
"DOI": "10.1155/2021/5513868",
"article-title": "Combating Oxidative Stress and Inflammation in COVID-19 by Molecular Hydrogen Therapy: Mechanisms and Perspectives",
"author": "Alwazeer",
"doi-asserted-by": "crossref",
"first-page": "5513868",
"journal-title": "Oxidative Med. Cell. Longev.",
"key": "ref_33",
"volume": "2021",
"year": "2021"
},
{
"DOI": "10.1038/s41419-019-1388-5",
"article-title": "NETO2 Promotes Invasion and Metastasis of Gastric Cancer Cells via Activation of PI3K/Akt/NF-κB/Snail Axis and Predicts Outcome of the Patients",
"author": "Liu",
"doi-asserted-by": "crossref",
"first-page": "162",
"journal-title": "Cell Death Dis.",
"key": "ref_34",
"volume": "10",
"year": "2019"
},
{
"DOI": "10.1016/j.bbrc.2023.10.050",
"doi-asserted-by": "crossref",
"key": "ref_35",
"unstructured": "Zhang, L., Zhang, X., Deng, X., Wang, P., Mo, Y., Zhang, Y., and Tong, X. (2023). Cytokines as Drivers: Unraveling the Mechanisms of Epithelial-Mesenchymal Transition in COVID-19 Lung Fibrosis. Biochem. Biophys. Res. Commun., 686."
},
{
"DOI": "10.1172/JCI38019",
"article-title": "Epithelial-Mesenchymal Transitions: The Importance of Changing Cell State in Development and Disease",
"author": "Acloque",
"doi-asserted-by": "crossref",
"first-page": "1438",
"journal-title": "J. Clin. Investig.",
"key": "ref_36",
"volume": "119",
"year": "2009"
},
{
"DOI": "10.1016/j.semcancer.2021.05.020",
"article-title": "Epithelial-Mesenchymal Transition: Insights into Nickel-Induced Lung Diseases",
"author": "Lee",
"doi-asserted-by": "crossref",
"first-page": "99",
"journal-title": "Semin. Cancer Biol.",
"key": "ref_37",
"volume": "76",
"year": "2021"
},
{
"DOI": "10.1016/j.drudis.2022.103345",
"article-title": "COVID-19 and Fibrosis: Mechanisms, Clinical Relevance, and Future Perspectives",
"author": "Saifi",
"doi-asserted-by": "crossref",
"first-page": "103345",
"journal-title": "Drug Discov. Today",
"key": "ref_38",
"volume": "27",
"year": "2022"
},
{
"DOI": "10.1038/s41388-019-0751-4",
"article-title": "Mitochondrial GPT2 Plays a Pivotal Role in Metabolic Adaptation to the Perturbation of Mitochondrial Glutamine Metabolism",
"author": "Kim",
"doi-asserted-by": "crossref",
"first-page": "4729",
"journal-title": "Oncogene",
"key": "ref_39",
"volume": "38",
"year": "2019"
},
{
"DOI": "10.1186/s12964-024-01925-y",
"article-title": "The Role of Epithelial-Mesenchymal Transition in Pulmonary Fibrosis: Lessons from Idiopathic Pulmonary Fibrosis and COVID-19",
"author": "Kalantar",
"doi-asserted-by": "crossref",
"first-page": "542",
"journal-title": "Cell Commun. Signal",
"key": "ref_40",
"volume": "22",
"year": "2024"
},
{
"DOI": "10.1016/S0261-5614(97)80031-3",
"article-title": "A Glutamine Deficiency Impairs the Function of Cultured Human Monocytes",
"author": "Spittler",
"doi-asserted-by": "crossref",
"first-page": "97",
"journal-title": "Clin. Nutr.",
"key": "ref_41",
"volume": "16",
"year": "1997"
},
{
"DOI": "10.1006/cyto.1998.0358",
"article-title": "Cytokine Production by Human Peripheral Blood Mononuclear Cells: Differential Senstivity to Glutamine Availability",
"author": "Yaqoob",
"doi-asserted-by": "crossref",
"first-page": "790",
"journal-title": "Cytokine",
"key": "ref_42",
"volume": "10",
"year": "1998"
},
{
"DOI": "10.1042/cs0950397",
"article-title": "Importance of Glutamine Metabolism in Murine Macrophages and Human Monocytes to L-Arginine Biosynthesis and Rates of Nitrite or Urea Production",
"author": "Murphy",
"doi-asserted-by": "crossref",
"first-page": "397",
"journal-title": "Clin Sci.",
"key": "ref_43",
"volume": "95",
"year": "1998"
},
{
"DOI": "10.1016/j.redox.2020.101734",
"doi-asserted-by": "crossref",
"key": "ref_44",
"unstructured": "Akaberi, D., Krambrich, J., Ling, J., Luni, C., Hedenstierna, G., Järhult, J.D., Lennerstrand, J., and Lundkvist, Å. (2020). Mitigation of the Replication of SARS-CoV-2 by Nitric Oxide in Vitro. Redox Biol., 37."
},
{
"DOI": "10.1016/j.cell.2020.05.032",
"article-title": "Proteomic and Metabolomic Characterization of COVID-19 Patient Sera",
"author": "Shen",
"doi-asserted-by": "crossref",
"first-page": "59",
"journal-title": "Cell",
"key": "ref_45",
"volume": "182",
"year": "2020"
},
{
"DOI": "10.1038/s41467-021-24482-1",
"article-title": "The Trans-Omics Landscape of COVID-19",
"author": "Wu",
"doi-asserted-by": "crossref",
"first-page": "4543",
"journal-title": "Nat. Commun.",
"key": "ref_46",
"volume": "12",
"year": "2021"
},
{
"DOI": "10.1007/s00726-021-03081-w",
"article-title": "The Serum Amino Acid Profile in COVID-19",
"author": "Atila",
"doi-asserted-by": "crossref",
"first-page": "1569",
"journal-title": "Amino Acids",
"key": "ref_47",
"volume": "53",
"year": "2021"
},
{
"DOI": "10.1172/jci.insight.140327",
"article-title": "COVID-19 Infection Alters Kynurenine and Fatty Acid Metabolism, Correlating with IL-6 Levels and Renal Status",
"author": "Thomas",
"doi-asserted-by": "crossref",
"first-page": "e140327",
"journal-title": "JCI Insight",
"key": "ref_48",
"volume": "5",
"year": "2020"
},
{
"DOI": "10.1007/s00109-022-02177-4",
"article-title": "Disturbed Lipid and Amino Acid Metabolisms in COVID-19 Patients",
"author": "Masoodi",
"doi-asserted-by": "crossref",
"first-page": "555",
"journal-title": "J. Mol. Med.",
"key": "ref_49",
"volume": "100",
"year": "2022"
},
{
"DOI": "10.1073/pnas.2101708118",
"article-title": "Altered Amino Acid Profile in Patients with SARS-CoV-2 Infection",
"author": "Rees",
"doi-asserted-by": "crossref",
"first-page": "e2101708118",
"journal-title": "Proc. Natl. Acad. Sci. USA",
"key": "ref_50",
"volume": "118",
"year": "2021"
},
{
"DOI": "10.3390/ijms24087593",
"doi-asserted-by": "crossref",
"key": "ref_51",
"unstructured": "Durante, W. (2023). Glutamine Deficiency Promotes Immune and Endothelial Cell Dysfunction in COVID-19. Int. J. Mol. Sci., 24."
},
{
"DOI": "10.1186/s12931-024-02677-6",
"article-title": "Circ-Phkb Promotes Cell Apoptosis and Inflammation in LPS-Induced Alveolar Macrophages via the TLR4/MyD88/NF-kB/CCL2 Axis",
"author": "Wei",
"doi-asserted-by": "crossref",
"first-page": "62",
"journal-title": "Respir. Res.",
"key": "ref_52",
"volume": "25",
"year": "2024"
},
{
"DOI": "10.3389/fimmu.2020.00825",
"doi-asserted-by": "crossref",
"key": "ref_53",
"unstructured": "Tu, F., Wang, X., Zhang, X., Ha, T., Wang, Y., Fan, M., Yang, K., Gill, P.S., Ozment, T.R., and Dai, Y. (2020). Novel Role of Endothelial Derived Exosomal HSPA12B in Regulating Macrophage Inflammatory Responses in Polymicrobial Sepsis. Front. Immunol., 11."
},
{
"DOI": "10.1111/jcmm.12464",
"article-title": "HSPA12B Inhibits Lipopolysaccharide-Induced Inflammatory Response in Human Umbilical Vein Endothelial Cells",
"author": "Wu",
"doi-asserted-by": "crossref",
"first-page": "544",
"journal-title": "J. Cell Mol. Med.",
"key": "ref_54",
"volume": "19",
"year": "2015"
},
{
"DOI": "10.1038/s41598-024-63081-0",
"doi-asserted-by": "crossref",
"key": "ref_55",
"unstructured": "Hou, Y., Yang, Z., Xiang, B., Liu, J., Geng, L., Xu, D., Zhan, M., Xu, Y., and Zhang, B. (2024). Metformin Is a Potential Therapeutic for COVID-19/LUAD by Regulating Glucose Metabolism. Sci. Rep., 14."
},
{
"DOI": "10.1016/j.drudis.2021.11.002",
"article-title": "The PI3K/Akt/mTOR Pathway: A Potential Pharmacological Target in COVID-19",
"author": "Basile",
"doi-asserted-by": "crossref",
"first-page": "848",
"journal-title": "Drug Discov. Today",
"key": "ref_56",
"volume": "27",
"year": "2022"
},
{
"DOI": "10.1038/s44319-024-00164-z",
"article-title": "Targeting ATP2B1 Impairs PI3K/Akt/FOXO Signaling and Reduces SARS-COV-2 Infection and Replication",
"author": "Ferrucci",
"doi-asserted-by": "crossref",
"first-page": "2974",
"journal-title": "EMBO Rep.",
"key": "ref_57",
"volume": "25",
"year": "2024"
},
{
"DOI": "10.1016/j.lfs.2022.120703",
"article-title": "SARS-CoV-2 Infection- Induced Growth Factors Play Differential Roles in COVID-19 Pathogenesis",
"author": "Gupta",
"doi-asserted-by": "crossref",
"first-page": "120703",
"journal-title": "Life Sci.",
"key": "ref_58",
"volume": "304",
"year": "2022"
},
{
"DOI": "10.1016/j.bcp.2022.115382",
"doi-asserted-by": "crossref",
"key": "ref_59",
"unstructured": "Zhang, Y., Gao, Z., Jiang, F., Yan, H., Yang, B., He, Q., Luo, P., Xu, Z., and Yang, X. (2023). JAK-STAT Signaling as an ARDS Therapeutic Target: Status and Future Trends. Biochem. Pharmacol., 208."
},
{
"DOI": "10.1155/2022/2755246",
"doi-asserted-by": "crossref",
"key": "ref_60",
"unstructured": "Chang, Y., Bai, M., and You, Q. (2022). Associations between Serum Interleukins (IL-1β, IL-2, IL-4, IL-6, IL-8, and IL-10) and Disease Severity of COVID-19: A Systematic Review and Meta-Analysis. BioMed Res. Int., 2022."
},
{
"DOI": "10.1038/s41598-022-13585-4",
"doi-asserted-by": "crossref",
"key": "ref_61",
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},
{
"DOI": "10.1371/journal.pone.0255335",
"doi-asserted-by": "crossref",
"key": "ref_62",
"unstructured": "Ricke-Hoch, M., Stelling, E., Lasswitz, L., Gunesch, A.P., Kasten, M., Zapatero-Belinchón, F.J., Brogden, G., Gerold, G., Pietschmann, T., and Montiel, V. (2021). Impaired Immune Response Mediated by Prostaglandin E2 Promotes Severe COVID-19 Disease. PLoS ONE, 16."
},
{
"DOI": "10.3389/fimmu.2020.601886",
"doi-asserted-by": "crossref",
"key": "ref_63",
"unstructured": "Tavasolian, F., Rashidi, M., Hatam, G.R., Jeddi, M., Hosseini, A.Z., Mosawi, S.H., Abdollahi, E., and Inman, R.D. (2021). HLA, Immune Response, and Susceptibility to COVID-19. Front. Immunol., 11."
},
{
"DOI": "10.3389/fphar.2022.791922",
"doi-asserted-by": "crossref",
"key": "ref_64",
"unstructured": "Wang, G., Xiao, B., Deng, J., Gong, L., Li, Y., Li, J., and Zhong, Y. (2022). The Role of Cytochrome P450 Enzymes in COVID-19 Pathogenesis and Therapy. Front. Pharmacol., 13."
},
{
"DOI": "10.1007/s00705-020-04789-y",
"article-title": "Inhibition of Orf Virus Replication in Goat Skin Fibroblast Cells by the HSPA1B Protein, as Demonstrated by iTRAQ-Based Quantitative Proteome Analysis",
"author": "Hao",
"doi-asserted-by": "crossref",
"first-page": "2561",
"journal-title": "Arch. Virol.",
"key": "ref_65",
"volume": "165",
"year": "2020"
},
{
"DOI": "10.1083/jcb.202301090",
"doi-asserted-by": "crossref",
"key": "ref_66",
"unstructured": "Li, Y., Gong, Y., Zhou, Y., Xiao, Y., Huang, W., Zhou, Q., Tu, Y., Zhao, Y., Zhang, S., and Dai, L. (2024). STK19 Is a DNA/RNA-Binding Protein Critical for DNA Damage Repair and Cell Proliferation. J. Cell Biol., 223."
},
{
"DOI": "10.3390/ijms23137327",
"doi-asserted-by": "crossref",
"key": "ref_67",
"unstructured": "Kayvanpour, E., Wisdom, M., Lackner, M.K., Sedaghat-Hamedani, F., Boeckel, J.-N., Müller, M., Eghbalian, R., Dudek, J., Doroudgar, S., and Maack, C. (2022). VARS2 Depletion Leads to Activation of the Integrated Stress Response and Disruptions in Mitochondrial Fatty Acid Oxidation. Int. J. Mol. Sci., 23."
},
{
"DOI": "10.3389/fimmu.2019.00819",
"doi-asserted-by": "crossref",
"key": "ref_68",
"unstructured": "Upadhyay, G. (2019). Emerging Role of Lymphocyte Antigen-6 Family of Genes in Cancer and Immune Cells. Front. Immunol., 10."
},
{
"DOI": "10.1016/j.imlet.2013.06.001",
"article-title": "PSORS1C1 May Be Involved in Rheumatoid Arthritis",
"author": "Sun",
"doi-asserted-by": "crossref",
"first-page": "9",
"journal-title": "Immunol. Lett.",
"key": "ref_69",
"volume": "153",
"year": "2013"
},
{
"DOI": "10.1016/j.febslet.2006.09.040",
"article-title": "Identification of Hsc70 as an Influenza Virus Matrix Protein (M1) Binding Factor Involved in the Virus Life Cycle",
"author": "Watanabe",
"doi-asserted-by": "crossref",
"first-page": "5785",
"journal-title": "FEBS Lett.",
"key": "ref_70",
"volume": "580",
"year": "2006"
},
{
"DOI": "10.3389/fmicb.2020.01630",
"doi-asserted-by": "crossref",
"key": "ref_71",
"unstructured": "Zhu, P., Lv, C., Fang, C., Peng, X., Sheng, H., Xiao, P., Kumar Ojha, N., Yan, Y., Liao, M., and Zhou, J. (2020). Heat Shock Protein Member 8 Is an Attachment Factor for Infectious Bronchitis Virus. Front. Microbiol., 11."
},
{
"DOI": "10.1128/JVI.77.13.7254-7260.2003",
"article-title": "Interaction of Rotaviruses with Hsc70 during Cell Entry Is Mediated by VP5",
"author": "Cuadras",
"doi-asserted-by": "crossref",
"first-page": "7254",
"journal-title": "J. Virol.",
"key": "ref_72",
"volume": "77",
"year": "2003"
},
{
"DOI": "10.1128/JVI.02022-15",
"article-title": "Identification of Viral and Host Proteins That Interact with Murine Gammaherpesvirus 68 Latency-Associated Nuclear Antigen during Lytic Replication: A Role for Hsc70 in Viral Replication",
"author": "Salinas",
"doi-asserted-by": "crossref",
"first-page": "1397",
"journal-title": "J. Virol.",
"key": "ref_73",
"volume": "90",
"year": "2016"
},
{
"DOI": "10.3389/fgene.2021.755222",
"doi-asserted-by": "crossref",
"key": "ref_74",
"unstructured": "Alqutami, F., Senok, A., and Hachim, M. (2021). COVID-19 Transcriptomic Atlas: A Comprehensive Analysis of COVID-19 Related Transcriptomics Datasets. Front. Genet., 12."
},
{
"DOI": "10.3389/fimmu.2021.666693",
"doi-asserted-by": "crossref",
"key": "ref_75",
"unstructured": "Vallée, A., Lecarpentier, Y., and Vallée, J.-N. (2021). Interplay of Opposing Effects of the WNT/β-Catenin Pathway and PPARγ and Implications for SARS-CoV2 Treatment. Front. Immunol., 12."
},
{
"DOI": "10.1007/s11356-022-19148-4",
"article-title": "Critical Role of Nitric Oxide in Impeding COVID-19 Transmission and Prevention: A Promising Possibility",
"author": "Rajendran",
"doi-asserted-by": "crossref",
"first-page": "38657",
"journal-title": "Environ. Sci. Pollut. Res.",
"key": "ref_76",
"volume": "29",
"year": "2022"
},
{
"DOI": "10.1007/s11010-023-04674-7",
"article-title": "Transforming Growth Factor Beta 1 (TGF-Β1) in COVID-19 Patients: Relation to Platelets and Association with the Disease Outcome",
"author": "Minic",
"doi-asserted-by": "crossref",
"first-page": "2461",
"journal-title": "Mol. Cell Biochem.",
"key": "ref_77",
"volume": "478",
"year": "2023"
},
{
"DOI": "10.1101/2022.04.07.487520",
"doi-asserted-by": "crossref",
"key": "ref_78",
"unstructured": "Garcia, G., Jeyachandran, A.V., Wang, Y., Irudayam, J.I., Cario, S.C., Sen, C., Li, S., Li, Y., Kumar, A., and Nielsen-Saines, K. (2022). Hippo Signaling Pathway Activation during SARS-CoV-2 Infection Contributes to Host Antiviral Response. PLOS Biol., 20."
},
{
"DOI": "10.1182/bloodadvances.2021005210",
"article-title": "Upregulation of cAMP Prevents Antibody-Mediated Thrombus Formation in COVID-19",
"author": "Zlamal",
"doi-asserted-by": "crossref",
"first-page": "248",
"journal-title": "Blood Adv.",
"key": "ref_79",
"volume": "6",
"year": "2022"
},
{
"DOI": "10.1016/j.mito.2015.12.005",
"article-title": "Mitochondrial Hspa9/Mortalin Regulates Erythroid Differentiation via Iron-Sulfur Cluster Assembly",
"author": "Shan",
"doi-asserted-by": "crossref",
"first-page": "94",
"journal-title": "Mitochondrion",
"key": "ref_80",
"volume": "26",
"year": "2016"
},
{
"DOI": "10.1126/science.abi5224",
"article-title": "Fe-S Cofactors in the SARS-CoV-2 RNA-Dependent RNA Polymerase Are Potential Antiviral Targets",
"author": "Maio",
"doi-asserted-by": "crossref",
"first-page": "236",
"journal-title": "Science",
"key": "ref_81",
"volume": "373",
"year": "2021"
},
{
"DOI": "10.1016/j.bbrc.2018.11.179",
"article-title": "Histone Demethylase KDM3B Regulates the Transcriptional Network of Cell-Cycle Genes in Hepatocarcinoma HepG2 Cells",
"author": "An",
"doi-asserted-by": "crossref",
"first-page": "576",
"journal-title": "Biochem. Biophys. Res. Commun.",
"key": "ref_82",
"volume": "508",
"year": "2019"
},
{
"DOI": "10.1128/MCB.00133-12",
"article-title": "KDM3B Is the H3K9 Demethylase Involved in Transcriptional Activation of Lmo2 in Leukemia",
"author": "Kim",
"doi-asserted-by": "crossref",
"first-page": "2917",
"journal-title": "Mol. Cell. Biol.",
"key": "ref_83",
"volume": "32",
"year": "2012"
},
{
"DOI": "10.1038/372701a0",
"article-title": "A Highly Conserved Eukaryotic Protein Family Possessing Properties of Polypeptide Chain Release Factor",
"author": "Frolova",
"doi-asserted-by": "crossref",
"first-page": "701",
"journal-title": "Nature",
"key": "ref_84",
"volume": "372",
"year": "1994"
},
{
"DOI": "10.3389/fimmu.2022.857490",
"doi-asserted-by": "crossref",
"key": "ref_85",
"unstructured": "Zhang, D., Zhu, L., Wang, Y., Li, P., and Gao, Y. (2022). Translational Control of COVID-19 and Its Therapeutic Implication. Front. Immunol., 13."
},
{
"DOI": "10.26508/lsa.202302129",
"article-title": "Identification of FAM53C as a Cytosolic-Anchoring Inhibitory Binding Protein of the Kinase DYRK1A",
"author": "Miyata",
"doi-asserted-by": "crossref",
"first-page": "e202302129",
"journal-title": "Life Sci. Alliance",
"key": "ref_86",
"volume": "6",
"year": "2023"
},
{
"DOI": "10.1371/journal.pbio.3002097",
"doi-asserted-by": "crossref",
"key": "ref_87",
"unstructured": "Strine, M.S., Cai, W.L., Wei, J., Alfajaro, M.M., Filler, R.B., Biering, S.B., Sarnik, S., Chow, R.D., Patil, A., and Cervantes, K.S. (2023). DYRK1A Promotes Viral Entry of Highly Pathogenic Human Coronaviruses in a Kinase-Independent Manner. PLOS Biol., 21."
},
{
"DOI": "10.1038/s12276-022-00833-w",
"article-title": "KLHL3 Deficiency in Mice Ameliorates Obesity, Insulin Resistance, and Nonalcoholic Fatty Liver Disease by Regulating Energy Expenditure",
"author": "Jang",
"doi-asserted-by": "crossref",
"first-page": "1250",
"journal-title": "Exp. Mol. Med.",
"key": "ref_88",
"volume": "54",
"year": "2022"
},
{
"DOI": "10.1038/ng.2218",
"article-title": "KLHL3 Mutations Cause Familial Hyperkalemic Hypertension by Impairing Ion Transport in the Distal Nephron",
"author": "Barc",
"doi-asserted-by": "crossref",
"first-page": "456",
"journal-title": "Nat. Genet.",
"key": "ref_89",
"volume": "44",
"year": "2012"
},
{
"DOI": "10.1128/JVI.03574-14",
"article-title": "The Endoplasmic Reticulum Membrane J Protein C18 Executes a Distinct Role in Promoting Simian Virus 40 Membrane Penetration",
"author": "Bagchi",
"doi-asserted-by": "crossref",
"first-page": "4058",
"journal-title": "J. Virol.",
"key": "ref_90",
"volume": "89",
"year": "2015"
},
{
"DOI": "10.1016/j.stemcr.2023.03.015",
"article-title": "Organotypic Human Lung Bud Microarrays Identify BMP-Dependent SARS-CoV-2 Infection in Lung Cells",
"author": "Razooky",
"doi-asserted-by": "crossref",
"first-page": "1107",
"journal-title": "Stem Cell Rep.",
"key": "ref_91",
"volume": "18",
"year": "2023"
},
{
"article-title": "GWAS-Identified Loci Are Associated with Obesity and Type 2 Diabetes Mellitus in Patients with Severe COVID-19",
"author": "Loktionov",
"first-page": "14",
"journal-title": "FBS",
"key": "ref_92",
"volume": "16",
"year": "2024"
},
{
"DOI": "10.3390/jmp5030026",
"article-title": "A Comprehensive Genetic and Bioinformatic Analysis Provides Evidence for the Engagement of COVID-19 GWAS-Significant Loci in the Molecular Mechanisms of Coronary Artery Disease and Stroke",
"author": "Loktionov",
"doi-asserted-by": "crossref",
"first-page": "385",
"journal-title": "J. Mol. Pathol.",
"key": "ref_93",
"volume": "5",
"year": "2024"
},
{
"DOI": "10.18413/2658-6533-2020-6-4-0-1",
"article-title": "Single Nucleotide Polymorphisms in Genes Encoding Xenobiotic Metabolizing Enzymes Are Associated with Predisposition to Arterial Hypertension",
"author": "Bushueva",
"doi-asserted-by": "crossref",
"first-page": "447",
"journal-title": "Res. Results Biomed.",
"key": "ref_94",
"volume": "6",
"year": "2020"
},
{
"DOI": "10.1007/s10517-015-3073-8",
"article-title": "Association of Flavin Monooxygenase Gene E158K Polymorphism with Chronic Heart Disease Risk",
"author": "Bushueva",
"doi-asserted-by": "crossref",
"first-page": "776",
"journal-title": "Bull. Exp. Biol. Med.",
"key": "ref_95",
"volume": "159",
"year": "2015"
},
{
"key": "ref_96",
"unstructured": "World Health Organization (2003). Diet, Nutrition, and the Prevention of Chronic Diseases: Report of a Joint WHO/FAO Expert Consultation, World Health Organization."
},
{
"DOI": "10.1136/bjsports-2020-102955",
"article-title": "World Health Organization 2020 Guidelines on Physical Activity and Sedentary Behaviour",
"author": "Bull",
"doi-asserted-by": "crossref",
"first-page": "1451",
"journal-title": "Br. J. Sports Med.",
"key": "ref_97",
"volume": "54",
"year": "2020"
},
{
"DOI": "10.1093/bioinformatics/btm091",
"article-title": "Enhancements and Modifications of Primer Design Program Primer3",
"author": "Koressaar",
"doi-asserted-by": "crossref",
"first-page": "1289",
"journal-title": "Bioinformatics",
"key": "ref_98",
"volume": "23",
"year": "2007"
},
{
"DOI": "10.3390/genes14061171",
"doi-asserted-by": "crossref",
"key": "ref_99",
"unstructured": "Kobzeva, K.A., Soldatova, M.O., Stetskaya, T.A., Soldatov, V.O., Deykin, A.V., Freidin, M.B., Bykanova, M.A., Churnosov, M.I., Polonikov, A.V., and Bushueva, O.Y. (2023). Association between HSPA8 Gene Variants and Ischemic Stroke: A Pilot Study Providing Additional Evidence for the Role of Heat Shock Proteins in Disease Pathogenesis. Genes, 14."
},
{
"DOI": "10.31083/j.jin2312211",
"article-title": "Polymorphism in Genes Encoding HSP40 Family Proteins Is Associated with Ischemic Stroke Risk and Brain Infarct Size: A Pilot Study",
"author": "Kobzeva",
"doi-asserted-by": "crossref",
"first-page": "211",
"journal-title": "JIN",
"key": "ref_100",
"volume": "23",
"year": "2024"
},
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"article-title": "HSP90 Family Members, Their Regulators and Ischemic Stroke Risk: A Comprehensive Molecular-Genetics and Bioinformatics Analysis",
"author": "Kobzeva",
"first-page": "19",
"journal-title": "FBS",
"key": "ref_101",
"volume": "16",
"year": "2024"
},
{
"DOI": "10.1186/1756-0381-7-9",
"doi-asserted-by": "crossref",
"key": "ref_102",
"unstructured": "Che, R., Jack, J.R., Motsinger-Reif, A.A., and Brown, C.C. (2014). An Adaptive Permutation Approach for Genome-Wide Association Study: Evaluation and Recommendations for Use. BioData Min., 7."
},
{
"DOI": "10.1097/MPA.0000000000000729",
"article-title": "Alcohol Consumption and Cigarette Smoking Are Important Modifiers of the Association Between Acute Pancreatitis and the PRSS1-PRSS2 Locus in Men",
"author": "Polonikov",
"doi-asserted-by": "crossref",
"first-page": "230",
"journal-title": "Pancreas",
"key": "ref_103",
"volume": "46",
"year": "2017"
},
{
"DOI": "10.1016/j.jash.2015.08.006",
"article-title": "Gender-Specific Protective Effect of the −463G>A Polymorphism of Myeloperoxidase Gene against the Risk of Essential Hypertension in Russians",
"author": "Bushueva",
"doi-asserted-by": "crossref",
"first-page": "902",
"journal-title": "J. Am. Soc. Hypertens.",
"key": "ref_104",
"volume": "9",
"year": "2015"
},
{
"DOI": "10.18413/2658-6533-2024-10-1-0-3",
"article-title": "Sex-Specific Features of Interlocus Interactions Determining Susceptibility to Hypertension",
"author": "Ivanova",
"doi-asserted-by": "crossref",
"first-page": "53",
"journal-title": "Res. Results Biomed.",
"key": "ref_105",
"volume": "10",
"year": "2024"
},
{
"DOI": "10.1186/1752-0509-7-S6-S15",
"doi-asserted-by": "crossref",
"key": "ref_106",
"unstructured": "Choi, J., and Park, T. (2013). Multivariate Generalized Multifactor Dimensionality Reduction to Detect Gene-Gene Interactions. BMC Syst. Biol., 7."
},
{
"DOI": "10.18413/2658-6533-2024-10-2-0-1",
"article-title": "HSPD1 Gene Polymorphism Is Associated with an Increased Risk of Ischemic Stroke in Smokers",
"author": "Stetskaya",
"doi-asserted-by": "crossref",
"first-page": "175",
"journal-title": "Res. Results Biomed.",
"key": "ref_107",
"volume": "10",
"year": "2024"
},
{
"DOI": "10.1126/science.aaz1776",
"doi-asserted-by": "crossref",
"key": "ref_108",
"unstructured": "The GTEX Consortium (2020). The GTEx Consortium Atlas of Genetic Regulatory Effects across Human Tissues. Science, 369, 1318–1330."
},
{
"key": "ref_109",
"unstructured": "Võsa, U., Claringbould, A., Westra, H.-J., Bonder, M.J., Deelen, P., Zeng, B., Kirsten, H., Saha, A., Kreuzhuber, R., and Kasela, S. (2018). Unraveling the Polygenic Architecture of Complex Traits Using Blood eQTL Metaanalysis. bioRxiv."
},
{
"DOI": "10.1093/nar/gkr917",
"article-title": "HaploReg: A Resource for Exploring Chromatin States, Conservation, and Regulatory Motif Alterations within Sets of Genetically Linked Variants",
"author": "Ward",
"doi-asserted-by": "crossref",
"first-page": "D930",
"journal-title": "Nucleic Acids Res.",
"key": "ref_110",
"volume": "40",
"year": "2012"
},
{
"DOI": "10.1093/bioinformatics/bty1010",
"article-title": "atSNP Search: A Web Resource for Statistically Evaluating Influence of Human Genetic Variation on Transcription Factor Binding",
"author": "Shin",
"doi-asserted-by": "crossref",
"first-page": "2657",
"journal-title": "Bioinformatics",
"key": "ref_111",
"volume": "35",
"year": "2019"
},
{
"DOI": "10.1093/nar/gky1055",
"doi-asserted-by": "crossref",
"key": "ref_112",
"unstructured": "The Gene Ontology Consortium (2019). The Gene Ontology Resource: 20 Years and Still GOing Strong. Nucleic Acids Res., 47, D330–D338."
}
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