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Wang L, Shen YM, Chu X, Peng Q, Cao ZY, Cao H, Jia HY, Zhu BF, Zhang Y. Molecular Investigation and Preliminary Validation of Candidate Genes Associated with Neurological Damage in Heat Stroke. Mol Neurobiol 2024; 61:6312-6327. [PMID: 38296899 DOI: 10.1007/s12035-024-03968-1] [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: 09/06/2023] [Accepted: 01/16/2024] [Indexed: 02/02/2024]
Abstract
Heat stroke (HS) is a severe medical condition characterized by a systemic inflammatory response that may precipitate multi-organ dysfunction, with a particular predilection for inducing profound central nervous system impairments. We aim to employ bioinformatics techniques for the retrieval and analysis of genes associated with heat stroke-induced neurological damage. We performed a comprehensive analysis of the GSE64778 dataset from the Sequence Read Archive, resulting in the identification of 1178 significantly differentially expressed genes (DEGs). We retrieved 2914 genes associated with heat stroke from the GeneCards database and 2377 genes associated with heat stroke from the Comparative Toxicogenomics Database (CTD). The intersection of the top 300 DEGs in the GSE64778 dataset intersected with the search results of GeneCards and CTD, yielding 25 final candidates for DEGs associated with heat stroke. Gene Ontology functional annotation results indicated that the target genes were mainly involved in apoptosis, stress response, and negative regulation of cellular processes and function in processes such as protein dimerization and protein binding. The Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis revealed a predominant enrichment of candidate target genes within the PI3K-AKT signaling pathway. Subsequent protein-protein interaction network analysis highlighted HSP90aa1 as a central gene, indicating its pivotal role by possessing the highest number of edges among the genes enriched in the PI3K-AKT signaling pathway. Quantitative reverse transcription-polymerase chain reaction analysis performed on blood samples from patients validated the expression of Hsp90aa1 in individuals exhibiting early neurological damage in HS, consistent with the findings from the mRNA bioinformatics analysis. Additionally, the bioinformatics analysis of the upstream microRNAs (miRNAs) regulating HSP90aa1 and the target miRNAs associated with candidate long non-coding RNAs (lncRNAs) identified three lncRNAs, eight miRNAs, and one mRNA in the regulatory network. The DIANA Tools database and algorithms were employed for pathway enrichment and correlation analysis, revealing a significant association between LOC102547734 and MIR-206-3p, with the latter being identified as a target binding site Moreover, the analysis unveiled a correlation between MIR-206-3p and HSP90aa1, implicating the latter as a potential target binding site within the regulatory network.
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Affiliation(s)
- Lei Wang
- Department of Emergency Center, Second Affiliated Hospital of Nantong University, No. 6 North, Child Lane Road, Nantong, China
| | - Yi-Ming Shen
- Department of Emergency Center, Second Affiliated Hospital of Nantong University, No. 6 North, Child Lane Road, Nantong, China
| | - Xin Chu
- Department of Emergency Center, Second Affiliated Hospital of Nantong University, No. 6 North, Child Lane Road, Nantong, China
| | - Qiang Peng
- Department of Emergency Center, Second Affiliated Hospital of Nantong University, No. 6 North, Child Lane Road, Nantong, China
| | - Zhi-Yong Cao
- Department of Neurology, Second Affiliated Hospital of Nantong University, No. 6, North Child Lane Road, Nantong, China
| | - Hui Cao
- Department of Rehabilitation, Second Affiliated Hospital of Nantong University, No. 6, North Child Lane Road, Nantong, China
| | - Han-Yu Jia
- Research and Education Sector, Second Affiliated Hospital of Nantong University, No. 6, North Child Lane Road, Nantong, China
| | - Bao-Feng Zhu
- Department of Emergency Center, Second Affiliated Hospital of Nantong University, No. 6 North, Child Lane Road, Nantong, China.
| | - Yi Zhang
- Research and Education Sector, Second Affiliated Hospital of Nantong University, No. 6, North Child Lane Road, Nantong, China.
- Department of Neurosurgery, Second Affiliated Hospital of Nantong University, No. 6, North Child Lane Road, Nantong, China.
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Buchner J, Alasady MJ, Backe SJ, Blagg BSJ, Carpenter RL, Colombo G, Gelis I, Gewirth DT, Gierasch LM, Houry WA, Johnson JL, Kang BH, Kao AW, LaPointe P, Mattoo S, McClellan AJ, Neckers LM, Prodromou C, Rasola A, Sager RA, Theodoraki MA, Truman AW, Truttman MC, Zachara NE, Bourboulia D, Mollapour M, Woodford MR. Second international symposium on the chaperone code, 2023. Cell Stress Chaperones 2024; 29:88-96. [PMID: 38316354 PMCID: PMC10939070 DOI: 10.1016/j.cstres.2024.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2024] Open
Affiliation(s)
- Johannes Buchner
- Department of Bioscience, Technical University of Munich, D85748, Garching, Germany.
| | - Milad J Alasady
- Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA; Simpson Querrey Center for Epigenetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA; Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Sarah J Backe
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, 13210, USA
| | - Brian S J Blagg
- Department of Chemistry and Biochemistry, Warren Family Research Center for Drug Discovery and Development, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - Richard L Carpenter
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Bloomington, IN, 47405, USA; Medical Sciences, Indiana University School of Medicine, Bloomington, IN, 47405, USA; Simon Cancer Center, Indiana University School of Medicine, Indianapolis, IN, 47405, USA
| | - Giorgio Colombo
- Department of Chemistry, University of Pavia, 27100 Pavia, Italy
| | - Ioannis Gelis
- Department of Chemistry, University of South Florida, Tampa, FL, 33620, USA
| | - Daniel T Gewirth
- Department of Biochemistry & Molecular Biology, University of Massachusetts Amherst, Amherst, MA, 01003, USA
| | - Lila M Gierasch
- Department of Chemistry, University of Massachusetts Amherst, Amherst, MA, 01003, USA; Hauptman-Woodward Medical Research Institute, Buffalo, NY, 14203, USA
| | - Walid A Houry
- Department of Biochemistry, University of Toronto, Toronto, Ontario, M5G 1M1, Canada; Department of Chemistry, University of Toronto, Toronto, Ontario, M5S 3H6, Canada
| | - Jill L Johnson
- Department of Biological Sciences and the Center for Reproductive Biology, University of Idaho, Moscow, ID, 83844, USA
| | - Byoung Heon Kang
- Department of Biological Sciences, Ulsan National Institutes of Science and Technology (UNIST), Ulsan, 44919, South Korea
| | - Aimee W Kao
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, CA, 94158, USA
| | - Paul LaPointe
- Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA; Department of Cell Biology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, T6G 2H7, Canada
| | - Seema Mattoo
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47907, USA; Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, IN, 47907, USA; Purdue Institute for Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, IN, 47907, USA
| | - Amie J McClellan
- Division of Science and Mathematics, Bennington College, Bennington, VT, 05201, USA
| | - Leonard M Neckers
- Center for Cancer Research, National Cancer Institute, Rockville, MD, 20892, USA
| | | | - Andrea Rasola
- Department of Biomedical Sciences, University of Padova, 35131 Padova, Italy
| | - Rebecca A Sager
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, 13210, USA
| | | | - Andrew W Truman
- Department of Biological Sciences, University of North Carolina at Charlotte, Charlotte, NC, 28223, USA
| | - Matthias C Truttman
- Neuroscience Graduate Program, University of Michigan, Ann Arbor, MI, 48109, USA; Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, 48109, USA; Geriatrics Center, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Natasha E Zachara
- Department of Biological Chemistry, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA; Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Dimitra Bourboulia
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Department of Biochemistry & Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA
| | - Mehdi Mollapour
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Department of Biochemistry & Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA.
| | - Mark R Woodford
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, 13210, USA; Department of Biochemistry & Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA.
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