Frontiers in Molecular Biosciences最新文献

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Discovery of an 8-oxoguanine regulator PCBP1 inhibitor by virtual screening and its synergistic effects with ROS-modulating agents in pancreatic cancer 通过虚拟筛选发现 8-氧鸟嘌呤调节剂 PCBP1 抑制剂及其与调节 ROS 的药物在胰腺癌中的协同作用
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-07 DOI: 10.3389/fmolb.2024.1441550
Kexiong Qiao, Chengjie Xu, Chaolei Zhang, Qianqian Wang, Jun Jiang, Zongrong Chen, Liangjing Zhou, Shengnan Jia, Liping Cao
{"title":"Discovery of an 8-oxoguanine regulator PCBP1 inhibitor by virtual screening and its synergistic effects with ROS-modulating agents in pancreatic cancer","authors":"Kexiong Qiao, Chengjie Xu, Chaolei Zhang, Qianqian Wang, Jun Jiang, Zongrong Chen, Liangjing Zhou, Shengnan Jia, Liping Cao","doi":"10.3389/fmolb.2024.1441550","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1441550","url":null,"abstract":"Introduction: Drugs that target reactive oxygen species (ROS) metabolism have progressed the treatment of pancreatic cancer treatment, yet their efficacy remains poor because of the adaptation of cancer cells to high concentration of ROS. Cells cope with ROS by recognizing 8-oxoguanine residues and processing severely oxidized RNA, which make it feasible to improve the efficacy of ROS-modulating drugs in pancreatic cancer by targeting 8-oxoguanine regulators.Methods: Poly(rC)-binding protein 1 (PCBP1) was identified as a potential oncogene in pancreatic cancer through datasets of The Cancer Genome Atlas (TCGA) project and Gene Expression Omnibus (GEO). High-throughput virtual screening was used to screen out potential inhibitors for PCBP1. Computational molecular dynamics simulations was used to verify the stable interaction between the two compounds and PCBP1 and their structure–activity relationships. <jats:italic>In vitro</jats:italic> experiments were performed for functional validation of silychristin.Results: In this study, we identified PCBP1 as a potential oncogene in pancreatic cancer. By applying high-throughput virtual screening, we identified Compound 102 and Compound 934 (silychristin) as potential PCBP1 inhibitors. Computational molecular dynamics simulations and virtual alanine mutagenesis verified the structure–activity correlation between PCBP1 and the two identified compounds. These two compounds interfere with the PCBP1–RNA interaction and impair the ability of PCBP1 to process RNA, leading to intracellular R loop accumulation. Compound 934 synergized with ROS agent hydrogen peroxide to strongly improve induced cell death in pancreatic cancer cells.Discussion: Our results provide valuable insights into the development of drugs that target PCBP1 and identified promising synergistic agents for ROS-modulating drugs in pancreatic cancer.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RBPs: an RNA editor’s choice RBPs:RNA 编辑的选择
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-06 DOI: 10.3389/fmolb.2024.1454241
Ivo Fierro-Monti
{"title":"RBPs: an RNA editor’s choice","authors":"Ivo Fierro-Monti","doi":"10.3389/fmolb.2024.1454241","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1454241","url":null,"abstract":"RNA-binding proteins (RBPs) play a key role in gene expression and post-transcriptional RNA regulation. As integral components of ribonucleoprotein complexes, RBPs are susceptible to genomic and RNA Editing derived amino acid substitutions, impacting functional interactions. This article explores the prevalent RNA Editing of RBPs, unravelling the complex interplay between RBPs and RNA Editing events. Emphasis is placed on their influence on single amino acid variants (SAAVs) and implications for disease development. The role of Proteogenomics in identifying SAAVs is briefly discussed, offering insights into the RBP landscape. RNA Editing within RBPs emerges as a promising target for precision medicine, reshaping our understanding of genetic and epigenetic variations in health and disease.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The clinical significance of endoplasmic reticulum stress related genes in non-small cell lung cancer and analysis of single nucleotide polymorphism for CAV1 内质网应激相关基因在非小细胞肺癌中的临床意义及 CAV1 的单核苷酸多态性分析
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-06 DOI: 10.3389/fmolb.2024.1414164
Shuang Li, Junting Chen, Baosen Zhou
{"title":"The clinical significance of endoplasmic reticulum stress related genes in non-small cell lung cancer and analysis of single nucleotide polymorphism for CAV1","authors":"Shuang Li, Junting Chen, Baosen Zhou","doi":"10.3389/fmolb.2024.1414164","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1414164","url":null,"abstract":"In recent years, protein homeostasis imbalance caused by endoplasmic reticulum stress has become a major hallmark of cancer. Studies have shown that endoplasmic reticulum stress is closely related to the occurrence, development, and drug resistance of non-small cell lung cancer, however, the role of various endoplasmic reticulum stress-related genes in non-small cell lung cancer is still unclear. In this study, we established an endoplasmic reticulum stress scores based on the Cancer Genome Atlas for non-small cell lung cancer to reflect patient features and predict prognosis. Survival analysis showed significant differences in overall survival among non-small cell lung cancer patients with different endoplasmic reticulum stress scores. In addition, endoplasmic reticulum stress scores was significantly correlated with the clinical features of non-small cell lung cancer patients, and can be served as an independent prognostic indicator. A nomogram based on endoplasmic reticulum stress scores indicated a certain clinical net benefit, while ssGSEA analysis demonstrated that there was a certain immunosuppressive microenvironment in high endoplasmic reticulum stress scores. Gene Set Enrichment Analysis showed that scores was associated with cancer pathways and metabolism. Finally, weighted gene co-expression network analysis displayed that CAV1 was closely related to the occurrence of non-small cell lung cancer. Therefore, in order to further analyze the role of this gene, Chinese non-smoking females were selected as the research subjects to investigate the relationship between CAV1 rs3779514 and susceptibility and prognosis of non-small cell lung cancer. The results showed that the mutation of rs3779514 significantly reduced the risk of non-small cell lung cancer in Chinese non-smoking females, but no prognostic effect was found. In summary, we proposed an endoplasmic reticulum stress scores, which was an independent prognostic factor and indicated immune characteristics in the microenvironment of non-small cell lung cancer. We also validated the relationship between single nucleotide polymorphism locus of core genes and susceptibility to non-small cell lung cancer.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From haystack to high precision: advanced sequencing methods to unraveling circulating tumor DNA mutations 从干草堆到高精度:揭示循环肿瘤 DNA 变异的先进测序方法
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-06 DOI: 10.3389/fmolb.2024.1423470
Tamires Ferreira da Silva, Juscelino Carvalho de Azevedo, Eliel Barbosa Teixeira, Samir Mansour Moraes Casseb, Fabiano Cordeiro Moreira, Paulo Pimentel de Assumpção, Sidney Emanuel Batista dos Santos, Danielle Queiroz Calcagno
{"title":"From haystack to high precision: advanced sequencing methods to unraveling circulating tumor DNA mutations","authors":"Tamires Ferreira da Silva, Juscelino Carvalho de Azevedo, Eliel Barbosa Teixeira, Samir Mansour Moraes Casseb, Fabiano Cordeiro Moreira, Paulo Pimentel de Assumpção, Sidney Emanuel Batista dos Santos, Danielle Queiroz Calcagno","doi":"10.3389/fmolb.2024.1423470","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1423470","url":null,"abstract":"Identifying mutations in cancer-associated genes to guide patient treatments is essential for precision medicine. Circulating tumor DNA (ctDNA) offers valuable insights for early cancer detection, treatment assessment, and surveillance. However, a key issue in ctDNA analysis from the bloodstream is the choice of a technique with adequate sensitivity to identify low frequent molecular changes. Next-generation sequencing (NGS) technology, evolving from parallel to long-read capabilities, enhances ctDNA mutation analysis. In the present review, we describe different NGS approaches for identifying ctDNA mutation, discussing challenges to standardized methodologies, cost, specificity, clinical context, and bioinformatics expertise for optimal NGS application.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patient safety and healthcare quality of U.S. laboratory developed tests (LDTs) in the AI/ML era of precision medicine 人工智能/移动医疗时代美国实验室开发的检测项目(LDT)的患者安全和医疗质量
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-05 DOI: 10.3389/fmolb.2024.1407513
Emma L. Kurnat-Thoma
{"title":"Patient safety and healthcare quality of U.S. laboratory developed tests (LDTs) in the AI/ML era of precision medicine","authors":"Emma L. Kurnat-Thoma","doi":"10.3389/fmolb.2024.1407513","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1407513","url":null,"abstract":"This policy brief summarizes current U.S. regulatory considerations for ensuring patient safety and health care quality of genetic/genomic test information for precision medicine in the era of artificial intelligence/machine learning (AI/ML). The critical role of innovative and efficient laboratory developed tests (LDTs) in providing accurate diagnostic genetic/genomic information for U.S. patient- and family-centered healthcare decision-making is significant. However, many LDTs are not fully vetted for sufficient analytic and clinical validity via current FDA and CMS regulatory oversight pathways. The U.S. Centers for Disease Control and Prevention’s Policy Analytical Framework Tool was used to identify the issue, perform a high-level policy analysis, and develop overview recommendations for a bipartisan healthcare policy reform strategy acceptable to diverse precision and systems medicine stakeholders.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular dynamic simulation reveals the inhibiting impact of Rhein on wild-type and P29S-mutated Rac1 分子动态模拟揭示了 Rhein 对野生型和 P29S 突变 Rac1 的抑制作用
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-05 DOI: 10.3389/fmolb.2024.1414197
Negar Etebar, Seyed Hootan Hamidi, Saghi Naderpour, Omar Abouali, Seyedeh Harir Hamidi, Behnam Hajipour-Verdom, Alireza Zali, Mozhgan Alipour, Milad Rahimzadegan
{"title":"Molecular dynamic simulation reveals the inhibiting impact of Rhein on wild-type and P29S-mutated Rac1","authors":"Negar Etebar, Seyed Hootan Hamidi, Saghi Naderpour, Omar Abouali, Seyedeh Harir Hamidi, Behnam Hajipour-Verdom, Alireza Zali, Mozhgan Alipour, Milad Rahimzadegan","doi":"10.3389/fmolb.2024.1414197","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1414197","url":null,"abstract":"Ras-related C3 botulinum toxin substrate 1 (Rac1) is a small GTPase belonging to the Rho family. It acts as a binary molecular switch regulating several cellular functions, including cell adhesion and migration. Malfunctions due to the P29S mutation in Rac1 increase the stability of the activated form of Rac1. This sustained activation can drive aberrant cellular processes associated with cancer, such as cell proliferation, survival, and migration. Therefore, finding an inhibitor that can inhibit the mutant form of the protein is very important. Rhein, a natural compound with diverse pharmacological properties, has been studied in relation to Rac1. However, specific interactions between Rhein and Rac1 have not been examined. In this study, we investigated the potential of Rhein, a natural compound, as an inhibitor of two forms of Rac1: the wild type and the P29S mutation, using molecular dynamics simulations. Results indicated that the P29S mutation led to structural changes in the Rac1 protein, which resulted in greater accessibility of the Rhein to the active site. In addition, the binding energy of Rhein to mutant Rac1 was more negative than the native protein. Therefore, it seems that the Rhein has a better inhibitory effect on the P29S-mutated form of the Rac1 protein.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Single-sample gene set enrichment analysis reveals the clinical implications of immune-related genes in ovarian cancer 单样本基因组富集分析揭示卵巢癌中免疫相关基因的临床意义
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-05 DOI: 10.3389/fmolb.2024.1426274
Weiwei Gong, Mingqin Kuang, Hongxi Chen, Yiheng Luo, Keli You, Bin Zhang, Yueyang Liu
{"title":"Single-sample gene set enrichment analysis reveals the clinical implications of immune-related genes in ovarian cancer","authors":"Weiwei Gong, Mingqin Kuang, Hongxi Chen, Yiheng Luo, Keli You, Bin Zhang, Yueyang Liu","doi":"10.3389/fmolb.2024.1426274","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1426274","url":null,"abstract":"PurposeOvarian cancer (OC) is a common gynecological malignancy with poor prognosis and substantial tumor heterogeneity. Due to the complex tumor immune microenvironment (TIME) among ovarian cancer, only a few patients have an immune response to immunotherapy. To investigate the differences in immune function and identify potential biomarkers in OC, we established a prognostic risk scoring model (PRSM) with differential expression of immune-related genes (IRGs) to identify critical prognostic IRG signatures.MethodsSingle-sample gene set enrichment analysis (ssGSEA) was used to investigate the infiltration of various immune cells in 372 OC patients. Then, COX regression analysis and Lasso regression analysis were used to screen IRGs and construct PRSM. Next, the immunotherapy sensitivity of different risk groups regarding the immune checkpoint expression and tumor mutation burden was evaluated. Finally, a nomogram was created to guide the clinical evaluation of the patient prognosis.ResultsIn this study, 320 immune-related genes (IRGs) were identified, 13 of which were selectively incorporated into a Prognostic Risk Scoring Model (PRSM). This model revealed that the patients in the high-risk group were characterized as having poorer prognosis, lower expression of immune checkpoints, and decreased tumor mutation load levels compared with those in the low-risk group. The nomogram based on the risk score can distinguish the risk subtypes and individual prognosis of patients with OC. Additionally, M1 macrophages may be the critical target for immunotherapy in OC patients.ConclusionWith the in-depth analysis of the immune microenvironment of OC, the PRSM was constructed to predict the OC patient prognosis and identify the subgroup of the patients benefiting from immunotherapy.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial: Mitochondrial bioenergetics and metabolism: implication for human health and disease. 社论:线粒体生物能和新陈代谢:对人类健康和疾病的影响。
IF 3.9 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-08-01 eCollection Date: 2024-01-01 DOI: 10.3389/fmolb.2024.1468758
Sofia Ahola
{"title":"Editorial: Mitochondrial bioenergetics and metabolism: implication for human health and disease.","authors":"Sofia Ahola","doi":"10.3389/fmolb.2024.1468758","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1468758","url":null,"abstract":"","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11325097/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141987800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction: Identification of an immunologic signature of lung adenocarcinomas based on genome-wide immune expression profiles. 撤回:基于全基因组免疫表达谱鉴定肺腺癌的免疫学特征。
IF 3.9 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-07-31 eCollection Date: 2024-01-01 DOI: 10.3389/fmolb.2024.1469693
{"title":"Retraction: Identification of an immunologic signature of lung adenocarcinomas based on genome-wide immune expression profiles.","authors":"","doi":"10.3389/fmolb.2024.1469693","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1469693","url":null,"abstract":"<p><p>[This retracts the article DOI: 10.3389/fmolb.2020.603701.].</p>","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11323391/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141982072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Role of 14-3-3 protein family in the pathobiology of EBV in immortalized B cells and Alzheimer’s disease 14-3-3 蛋白家族在永生 B 细胞中的 EB 病毒和阿尔茨海默病的病理生物学中的作用
IF 5 3区 生物学
Frontiers in Molecular Biosciences Pub Date : 2024-07-31 DOI: 10.3389/fmolb.2024.1353828
Prankur Awasthi, Dhruv Kumar, Saba Hasan
{"title":"Role of 14-3-3 protein family in the pathobiology of EBV in immortalized B cells and Alzheimer’s disease","authors":"Prankur Awasthi, Dhruv Kumar, Saba Hasan","doi":"10.3389/fmolb.2024.1353828","DOIUrl":"https://doi.org/10.3389/fmolb.2024.1353828","url":null,"abstract":"Background and AimsSeveral studies have revealed that Epstein-Barr virus (EBV) infection raised the likelihood of developing Alzheimer’s disease (AD) via infecting B lymphocytes. The purpose of the current investigation was to assess the possible association between EBV infection and AD.MethodsThe microarray datasets GSE49628, GSE126379, GSE122063, and GSE132903 were utilized to extract DEGs by using the GEO2R tool of the GEO platform. The STRING tool was used to determine the interaction between the DEGs, and Cytoscape was used to visualize the results. The DEGs that were found underwent function analysis, including pathway and GO, using the DAVID 2021 and ClueGo/CluePedia. By using MNC, MCC, Degree, and Radiality of cytoHubba, we identified seven common key genes. Gene co-expression analysis was performed through the GeneMANIA web tool. Furthermore, expression analysis of key genes was performed through GTEx software, which have been identified in various human brain regions. The miRNA–gene interaction was performed through the miRNet v 2.0 tool. DsigDB on the Enrichr platform was utilized to extract therapeutic drugs connected to key genes.ResultsIn GEO2R analysis of datasets with |log2FC|≥ 0.5 and <jats:italic>p</jats:italic>-value &amp;lt;0.05, 8386, 10,434, 7408, and 759 genes were identified. A total of 141 common DEGs were identified by combining the extracted genes of different datasets. A total of 141 nodes and 207 edges were found during the PPI analysis. The DEG GO analysis with substantial alterations disclosed that they are associated to molecular functions and biological processes, such as positive regulation of neuron death, autophagy regulation of mitochondrion, response of cell to insulin stimulus, calcium signaling regulation, organelle transport along microtubules, protein kinase activity, and phosphoserine binding. Kyoto Encyclopedia of Genes and Genomes analysis discovered the correlation between the DEGs in pathways of neurodegeneration: multiple disease, cell cycle, and cGMP-PKG signaling pathway. Finally, YWHAH, YWHAG, YWHAB, YWHAZ, MAP2K1, PPP2CA, and TUBB genes were identified that are strongly linked to EBV and AD. Three miRNAs, i.e., hsa-mir-15a-5p, hsa-let-7a-5p, and hsa-mir-7-5p, were identified to regulate most of hub genes that are associated with EBV and AD. Further top 10 significant therapeutic drugs were predicted.ConclusionWe have discovered new biomarkers and therapeutic targets for AD, as well as the possible biological mechanisms whereby infection with EBV may be involved in AD susceptibility for the first time.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141864934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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