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Li X, Chen Z, Wang T, Wang Z, Yang B. Unveiling the Hub Genes Associated with the Enhanced Effects of Selenium on Pancreas Function in Diabetic Mice. Mol Biotechnol 2025:10.1007/s12033-025-01415-7. [PMID: 40128492 DOI: 10.1007/s12033-025-01415-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 02/14/2025] [Indexed: 03/26/2025]
Abstract
To elucidate the molecular mechanisms underlying the protective effects of selenium on pancreatic function in diabetes mellitus, we performed a comprehensive bioinformatics analysis of the GSE55636 dataset from the Gene Expression Omnibus (GEO). This dataset comprised pancreatic tissue samples from streptozotocin-induced diabetic mice, including three mice administered 0.8 mg/kg body weight sodium selenate (Na2SeO3, SS) and three matched controls. Our investigation revealed 838 differentially expressed genes (DEGs) in SS-treated pancreatic tissue, with 500 up-regulated and 338 down-regulated genes. Through protein-protein interaction (PPI) network analysis, we identified 20 hub genes (including FOS, PTGS2, CXCL1, IL5, CCL7, IRF1, PTPRC, EGR2, and CD80) exhibiting the highest connectivity scores. Gene Ontology (GO) enrichment analysis demonstrated these hub genes were predominantly associated with critical biological processes: Chromosomal segregation, Mitotic cell cycle regulation, Inflammatory response modulation, Immune system activation. KEGG pathway analysis further revealed their significant enrichment in key signaling pathways: TNF-α, NF-κB, MAPK, IL-17-mediated inflammation, Chemokine-mediated immune regulation. Notably, the identified pathways demonstrated strong associations with pancreatic β-cell survival, insulin secretion regulation, and oxidative stress mitigation. These findings systematically characterize the selenium-responsive molecular network in diabetic pancreatic tissue, providing novel insights into the nutrigenomic mechanisms of selenium's pancreatic protection. The 20 hub genes identified may serve as potential therapeutic targets for diabetes management through selenium supplementation.
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Affiliation(s)
- Xiaofeng Li
- College of Animal Science, Anhui Science and Technology University, Fengyang, Chuzhou, 233100, China
| | - Zhihao Chen
- College of Animal Science, Anhui Science and Technology University, Fengyang, Chuzhou, 233100, China
| | - Tao Wang
- College of Animal Science, Anhui Science and Technology University, Fengyang, Chuzhou, 233100, China
| | - Zhongyuan Wang
- College of Animal Science, Anhui Science and Technology University, Fengyang, Chuzhou, 233100, China
| | - Bing Yang
- College of Animal Science, Anhui Science and Technology University, Fengyang, Chuzhou, 233100, China.
- College of Animal Science, Guizhou University, Guiyang, 550025, China.
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Li Y, Gu S, Li X, Huang Q. To identify biomarkers associated with the transfer of diabetes combined with cancer in human genes using bioinformatics analysis. Medicine (Baltimore) 2023; 102:e35080. [PMID: 37713834 PMCID: PMC10508432 DOI: 10.1097/md.0000000000035080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 08/15/2023] [Indexed: 09/17/2023] Open
Abstract
Currently, the incidence of diabetes mellitus is increasing rapidly, particularly in China, and its pathogenesis is still unclear. The goal of this study was to find meaningful biomarkers of metastasis in patients with diabetes and cancer using bioinformatic analysis in order to predict gene expression and prognostic importance for survival. We used the Differentially Expressed Gene, Database for Annotation Visualization and Integrated Discovery, and Gene Set Enrichment Analyses databases, as well as several bioinformatics tools, to explore the key genes in diabetes. Based on the above database, we ended up with 10 hub genes (FOS, ATF3, JUN, EGR1, FOSB, JUNB, BTG2, EGR2, ZFP36, and NR4A2). A discussion of the 10 critical genes, with extensive literature mentioned to validate the association between the 10 key genes and patients with diabetes and cancer, to demonstrate the importance of gene expression and survival prognosis. This study identifies several biomarkers associated with diabetes and cancer development and metastasis that may provide novel therapeutic targets for diabetes combined with cancer patients.
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Affiliation(s)
- Yiting Li
- College of Environment and Public Health, Xiamen Huaxia University, Xiamen, P.R. China
| | - Shinong Gu
- College of Environment and Public Health, Xiamen Huaxia University, Xiamen, P.R. China
| | - Xuanwen Li
- Graduate School of Health Science, Suzuka University of Medical Science, Suzuka, Japan
| | - Qing Huang
- College of Environment and Public Health, Xiamen Huaxia University, Xiamen, P.R. China
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Duman C, Di Marco B, Nevedomskaya E, Ulug B, Lesche R, Christian S, Alfonso J. Targeting fatty acid oxidation via Acyl-CoA binding protein hinders glioblastoma invasion. Cell Death Dis 2023; 14:296. [PMID: 37120445 PMCID: PMC10148872 DOI: 10.1038/s41419-023-05813-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 04/04/2023] [Accepted: 04/13/2023] [Indexed: 05/01/2023]
Abstract
The diffuse nature of Glioblastoma (GBM) tumors poses a challenge to current therapeutic options. We have previously shown that Acyl-CoA Binding Protein (ACBP, also known as DBI) regulates lipid metabolism in GBM cells, favoring fatty acid oxidation (FAO). Here we show that ACBP downregulation results in wide transcriptional changes affecting invasion-related genes. In vivo experiments using patient-derived xenografts combined with in vitro models demonstrated that ACBP sustains GBM invasion via binding to fatty acyl-CoAs. Blocking FAO mimics ACBPKD-induced immobility, a cellular phenotype that can be rescued by increasing FAO rates. Further investigation into ACBP-downstream pathways served to identify Integrin beta-1, a gene downregulated upon inhibition of either ACBP expression or FAO rates, as a mediator for ACBP's role in GBM invasion. Altogether, our findings highlight a role for FAO in GBM invasion and reveal ACBP as a therapeutic vulnerability to stall FAO and subsequent cell invasion in GBM tumors.
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Affiliation(s)
- Ceren Duman
- Department of Clinical Neurobiology, University Hospital Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Barbara Di Marco
- Department of Clinical Neurobiology, University Hospital Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Berk Ulug
- Department of Clinical Neurobiology, University Hospital Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ralf Lesche
- Bayer Research & Innovation Center, Cambridge, MA, USA
- NUVISAN ICB GmbH, Berlin, Germany
| | | | - Julieta Alfonso
- Department of Clinical Neurobiology, University Hospital Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.
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Venkateswara Rao B, Pavan Kumar P, Ramalingam V, Karthik G, Andugulapati SB, Suresh Babu K. Piperazine tethered bergenin heterocyclic hybrids: design, synthesis, anticancer activity, and molecular docking studies. RSC Med Chem 2022; 13:978-985. [PMID: 36092140 PMCID: PMC9383709 DOI: 10.1039/d2md00116k] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/25/2022] [Indexed: 09/29/2023] Open
Abstract
In an attempt to develop natural product-based anticancer agents, a series of novel piperazine-linked bergenin heterocyclic hybrids bearing arylthiazolyl (5a-e), benzothiazolyl (10a-i), and arylsulfonyl (13a-o) were synthesized using the classical Mannich reaction and evaluated for their anticancer activity. All the synthesized derivatives were assessed for in vitro cytotoxic activity against a panel of human cancer and normal cell lines and the results showed that most of the compounds exhibited significant cytotoxic activity against cancer cells and mild cytotoxicity against normal cells. In particular, the compounds 5a, 5c, 10f, and 13o showed potent cytotoxic activity against tongue and oral cancer cell lines compared to the parent compound (<100 μM). Considering the efficacy, the compounds 5a, 5c, 10f, and 13o were subjected to cell cycle analysis and the results indicated that the compounds mitigated the cell cycle progression at the G0/G1 phase in the tongue and oral cancer cell lines. Subsequently, the annexin V/PI staining assay demonstrated that the compounds 5a, 5c, 10f, and 13o induced early and late apoptosis against tongue cancer and necrosis against oral cancer. Further, gene expression analysis revealed that 5a, 5c, and 13o treatment regulated the BAX and BcL-2 expression and also the selected compounds significantly reduced the expression level of vimentin, oct-4, and nanog. In addition, molecular docking studies revealed that the selected derivatives have strong binding energy with the BcL2 protein and downregulates the expression. Taken together, the study results implied that these compounds are promising anticancer candidates by modulating the epithelial to mesenchymal transition axis and could be considered for further development of novel anticancer drugs.
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Affiliation(s)
- Banoth Venkateswara Rao
- Centre for Natural Products & Traditional Knowledge, CSIR-Indian Institute of Chemical Technology Hyderabad 500 007 India
- Academy of Scientific and Innovative Research (AcSIR) Ghaziabad - 201002 India
| | - P Pavan Kumar
- Centre for Natural Products & Traditional Knowledge, CSIR-Indian Institute of Chemical Technology Hyderabad 500 007 India
| | - Vaikundamoorthy Ramalingam
- Centre for Natural Products & Traditional Knowledge, CSIR-Indian Institute of Chemical Technology Hyderabad 500 007 India
- Academy of Scientific and Innovative Research (AcSIR) Ghaziabad - 201002 India
| | - G Karthik
- Applied Biology, CSIR-Indian Institute of Chemical Technology Hyderabad 500 007 India
| | - Sai Balaji Andugulapati
- Academy of Scientific and Innovative Research (AcSIR) Ghaziabad - 201002 India
- Applied Biology, CSIR-Indian Institute of Chemical Technology Hyderabad 500 007 India
| | - K Suresh Babu
- Centre for Natural Products & Traditional Knowledge, CSIR-Indian Institute of Chemical Technology Hyderabad 500 007 India
- Academy of Scientific and Innovative Research (AcSIR) Ghaziabad - 201002 India
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Zhang X, Zhang Y, Xia W, Liu Y, Mao H, Bao L, Cao M. The relationship between vitamin D level and second acid-fast bacilli (AFB) smear-positive during treatment for TB patients was inferred by Bayesian network. PLoS One 2022; 17:e0267917. [PMID: 35507601 PMCID: PMC9067663 DOI: 10.1371/journal.pone.0267917] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 04/18/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Vitamin D is related to human immunity, so we used Bayesian network model to analyze and infer the relationship between vitamin D level and the acid-fast bacilli (AFB) smear-positive after two months treatment among pulmonary tuberculosis (TB) patients. METHODS This is a cross-sectional study. 731 TB patients whose vitamin D level were detected and medical records were collected from December 2019 to December 2020 in XinJiang of China. Logistic regression was used to analyze the influencing factors of second AFB smear-positive. Bayesian network was used to further analyze the causal relationship among vitamin D level and the second AFB smear-positive. RESULTS Baseline AFB smear-positive (OR = 6.481, 95%CI: 1.604~26.184), combined cavity (OR = 3.204, 95%CI: 1.586~6.472), full supervision (OR = 8.173, 95%CI:1.536~43.492) and full management (OR = 6.231, 95%CI:1.031~37.636) were not only the risk factors and can also be considered as the reasons for second AFB smear-positive in TB patients (Ensemnle > 0.5). There was no causal relationship between vitamin D level and second AFB smear-positive (Ensemnle = 0.0709). CONCLUSIONS The risk factors of second AFB smear-positive were baseline AFB smear-positive, combined cavity, full supervision and full management. The vitamin D level in TB patients was not considered as one of the reasons for the AFB smear-positive.
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Affiliation(s)
- Xiaoxu Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Yan Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Wenjun Xia
- Department of Epidemiology and Health Statistics, School of Public Health, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Yajie Liu
- Medical Record Room, Third Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Hongkai Mao
- Department of Epidemiology and Health Statistics, School of Public Health, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Liangliang Bao
- Department of Epidemiology and Health Statistics, School of Public Health, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - MingQin Cao
- Department of Epidemiology and Health Statistics, School of Public Health, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
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