1
|
Wang S, Wang Y, Li X, Yuan L, Guo X, Lammi MJ. ATAC-seq reveals the roles of chromatin accessibility in the chondrocytes of Kashin-Beck disease compared with primary osteoarthritis. Front Genet 2023; 14:1169417. [PMID: 37287534 PMCID: PMC10241996 DOI: 10.3389/fgene.2023.1169417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 04/18/2023] [Indexed: 06/09/2023] Open
Abstract
Objective: This study aimed to investigate the roles of accessible chromatin in understanding the different pathogeneses between Kashin-Beck disease (KBD) and primary osteoarthritis (OA). Methods: Articular cartilages of KBD and OA patients were collected, and after tissue digestion, primary chondrocytes were cultured in vitro. Assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq) was performed to compare the accessible chromatin differences of chondrocytes between KBD and OA groups. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were executed for the promoter genes. Then, the IntAct online database was used to generate networks of significant genes. Finally, we overlapped the analysis of differentially accessible region (DAR)-associated genes and differentially expressed genes (DEGs) obtained from whole-genomic microarray. Results: We obtained 2,751 total DARs, which contained 1,985 loss and 856 gain DARs and belonged to 11 location distributions. We obtained 218 motifs associated with loss DARs, 71 motifs associated with gain DARs, 30 motif enrichments of loss DARs, and 30 motif enrichments of gain DARs. In total, 1,749 genes are associated with loss DARs, and 826 genes are associated with gain DARs. Among them, 210 promoter genes are associated with loss DARs, and 112 promoter genes are associated with gain DARs. We obtained 15 terms of GO enrichment and 5 terms of KEGG pathway enrichment from loss DAR promoter genes, and 15 terms of GO enrichment and 3 terms of KEGG pathway enrichment from gain DAR promoter genes. We obtained CAPN6 and other 2 overlap genes from loss DARs-vs-down DEGs, AMOTL1 from gain DARs-vs-down DEGs, EBF3 and other 12 overlap genes from loss DARs-vs-up DEGs, and ADARB1 and other 10 overlap genes from 101 gain DARs-vs-up DEGs. These overlap genes were built into 4 gene interaction networks. Conclusion: FGF7, GPD1L, NFIB, RUNX2, and VCAM1 were the overlapped genes from the DAR-associated genes and DEGs. These genes were associated with the abnormal chondrocyte function, which may play crucial roles in different processes between KBD and OA in the way of accessible chromatin.
Collapse
Affiliation(s)
- Sen Wang
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Yuanji Wang
- Department of Pharmacy, The First Affiliated Hospital of Northwest University, Xi’an, Shaanxi, China
| | - Xingyu Li
- Department of Ophthalmology, Shaanxi Eye Hospital, Xi’an People’s Hospital (Xi’an Fourth Hospital), Affiliated Guangren Hospital, School of Medicine, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Linlin Yuan
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Xiong Guo
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Mikko J. Lammi
- Department of Integrative Medical Biology, University of Umeå, Umeå, Sweden
| |
Collapse
|
2
|
Dawood M, Hamdoun S, Efferth T. Multifactorial Modes of Action of Arsenic Trioxide in Cancer Cells as Analyzed by Classical and Network Pharmacology. Front Pharmacol 2018; 9:143. [PMID: 29535630 PMCID: PMC5835320 DOI: 10.3389/fphar.2018.00143] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Accepted: 02/09/2018] [Indexed: 12/13/2022] Open
Abstract
Arsenic trioxide is a traditional remedy in Chinese Medicine since ages. Nowadays, it is clinically used to treat acute promyelocytic leukemia (APL) by targeting PML/RARA. However, the drug's activity is broader and the mechanisms of action in other tumor types remain unclear. In this study, we investigated molecular modes of action by classical and network pharmacological approaches. CEM/ADR5000 resistance leukemic cells were similar sensitive to As2O3 as their wild-type counterpart CCRF-CEM (resistance ratio: 1.88). Drug-resistant U87.MG ΔEGFR glioblastoma cells harboring mutated epidermal growth factor receptor were even more sensitive (collateral sensitive) than wild-type U87.MG cells (resistance ratio: 0.33). HCT-116 colon carcinoma p53-/- knockout cells were 7.16-fold resistant toward As2O3 compared to wild-type cells. Forty genes determining cellular responsiveness to As2O3 were identified by microarray and COMPARE analyses in 58 cell lines of the NCI panel. Hierarchical cluster analysis-based heat mapping revealed significant differences between As2O3 sensitive cell lines and resistant cell lines with p-value: 1.86 × 10-5. The genes were subjected to Galaxy Cistrome gene promoter transcription factor analysis to predict the binding of transcription factors. We have exemplarily chosen NF-kB and AP-1, and indeed As2O3 dose-dependently inhibited the promoter activity of these two transcription factors in reporter cell lines. Furthermore, the genes identified here and those published in the literature were assembled and subjected to Ingenuity Pathway Analysis for comprehensive network pharmacological approaches that included all known factors of resistance of tumor cells to As2O3. In addition to pathways related to the anticancer effects of As2O3, several neurological pathways were identified. As arsenic is well-known to exert neurotoxicity, these pathways might account for neurological side effects. In conclusion, the activity of As2O3 is not restricted to acute promyelocytic leukemia. In addition to PML/RARA, numerous other genes belonging to diverse functional classes may also contribute to its cytotoxicity. Network pharmacology is suited to unravel the multifactorial modes of action of As2O3.
Collapse
Affiliation(s)
| | | | - Thomas Efferth
- Department of Pharmaceutical Biology, Institute of Pharmacy and Biochemistry, Johannes Gutenberg University, Mainz, Germany
| |
Collapse
|
3
|
Vidotto A, Morais ATS, Ribeiro MR, Pacca CC, Terzian ACB, Gil LHVG, Mohana-Borges R, Gallay P, Nogueira ML. Systems Biology Reveals NS4B-Cyclophilin A Interaction: A New Target to Inhibit YFV Replication. J Proteome Res 2017; 16:1542-1555. [PMID: 28317380 DOI: 10.1021/acs.jproteome.6b00933] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Yellow fever virus (YFV) replication is highly dependent on host cell factors. YFV NS4B is reported to be involved in viral replication and immune evasion. Here interactions between NS4B and human proteins were determined using a GST pull-down assay and analyzed using 1-DE and LC-MS/MS. We present a total of 207 proteins confirmed using Scaffold 3 Software. Cyclophilin A (CypA), a protein that has been shown to be necessary for the positive regulation of flavivirus replication, was identified as a possible NS4B partner. 59 proteins were found to be significantly increased when compared with a negative control, and CypA exhibited the greatest difference, with a 22-fold change. Fisher's exact test was significant for 58 proteins, and the p value of CypA was the most significant (0.000000019). The Ingenuity Systems software identified 16 pathways, and this analysis indicated sirolimus, an mTOR pathway inhibitor, as a potential inhibitor of CypA. Immunofluorescence and viral plaque assays showed a significant reduction in YFV replication using sirolimus and cyclosporine A (CsA) as inhibitors. Furthermore, YFV replication was strongly inhibited in cells treated with both inhibitors using reporter BHK-21-rep-YFV17D-LucNeoIres cells. Taken together, these data suggest that CypA-NS4B interaction regulates YFV replication. Finally, we present the first evidence that YFV inhibition may depend on NS4B-CypA interaction.
Collapse
Affiliation(s)
- Alessandra Vidotto
- Laboratório de Virologia, Faculdade de Medicina de José do Rio Preto , São José do Rio Preto, São Paulo 15090-000, Brazil
| | - Ana T S Morais
- Laboratório de Virologia, Faculdade de Medicina de José do Rio Preto , São José do Rio Preto, São Paulo 15090-000, Brazil
| | - Milene R Ribeiro
- Laboratório de Virologia, Faculdade de Medicina de José do Rio Preto , São José do Rio Preto, São Paulo 15090-000, Brazil
| | - Carolina C Pacca
- Laboratório de Virologia, Faculdade de Medicina de José do Rio Preto , São José do Rio Preto, São Paulo 15090-000, Brazil
| | - Ana C B Terzian
- Laboratório de Virologia, Faculdade de Medicina de José do Rio Preto , São José do Rio Preto, São Paulo 15090-000, Brazil
| | - Laura H V G Gil
- Departamento de Virologia, Centro de Pesquisa Aggeu Magalhães , Fundação Oswaldo Cruz (FIOCRUZ) - Recife, Pernambuco 50740-465, Brazil
| | - Ronaldo Mohana-Borges
- Laboratório de Genômica Estrutural, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro - UFRJ , Rio de Janeiro RJ 21941-902, Brazil
| | - Philippe Gallay
- Department of Immunology & Microbial Science, The Scripps Research Institute - La Jolla , San Diego, California 92037, United States
| | - Mauricio L Nogueira
- Laboratório de Virologia, Faculdade de Medicina de José do Rio Preto , São José do Rio Preto, São Paulo 15090-000, Brazil
| |
Collapse
|
4
|
Wang S, Duan C, Liu H, Shao W, Wu C, Han J, Guo X. The roles of selenium, insulin-like growth factor binding protein 2 and suppressor of cytokine signaling 3 in the pathogenesis of Kashin-Beck disease. Biomarkers 2016; 21:409-15. [PMID: 27099071 DOI: 10.3109/1354750x.2016.1141990] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
We aimed to verify the levels of IGFBP2 and SOCS3 in cartilage and chondrocytes of Kashin-Beck disease (KBD) patients and the effects of different selenium concentrations on the protein expression levels. Chondrocytes were cultured with sodium selenite in vitro. Immunohistochemistry and western blotting were used to verify the protein expressions. IGFBP2 and SOCS3 were up-regulated in KBD chondrocytes and decreased with increasing selenium concentrations. IGFBP2 expressed highest in the middle zone of KBD cartilage, SOCS3 expressed higher in the middle and deep zone. IGFBP2 and SOCS3 may be the biomarkers for KBD diagnosis and evaluating the effect of selenium supplement.
Collapse
Affiliation(s)
- Sen Wang
- a School of Public Health, Health Science Center of Xi'an Jiaotong University , Xi'an , PR China and.,b Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission , Xi'an , PR China
| | - Chen Duan
- a School of Public Health, Health Science Center of Xi'an Jiaotong University , Xi'an , PR China and.,b Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission , Xi'an , PR China
| | - Huan Liu
- a School of Public Health, Health Science Center of Xi'an Jiaotong University , Xi'an , PR China and.,b Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission , Xi'an , PR China
| | - Wanzhen Shao
- a School of Public Health, Health Science Center of Xi'an Jiaotong University , Xi'an , PR China and.,b Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission , Xi'an , PR China
| | - Cuiyan Wu
- a School of Public Health, Health Science Center of Xi'an Jiaotong University , Xi'an , PR China and.,b Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission , Xi'an , PR China
| | - Jing Han
- a School of Public Health, Health Science Center of Xi'an Jiaotong University , Xi'an , PR China and
| | - Xiong Guo
- a School of Public Health, Health Science Center of Xi'an Jiaotong University , Xi'an , PR China and.,b Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission , Xi'an , PR China
| |
Collapse
|
5
|
Wang S, Duan C, Zhang F, Wang X, Guo X. The Roles of the Interaction of BCL2-Antagonist/Killer 1, Apoptotic Peptidase Activating Factor 1 and Selenium in the Pathogenesis of Kashin-Beck Disease. Biol Trace Elem Res 2016; 170:17-24. [PMID: 26179084 DOI: 10.1007/s12011-015-0424-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 06/26/2015] [Indexed: 01/25/2023]
Abstract
BCL2-antagonist/killer 1 (BAK1) and apoptotic peptidase activating factor 1 (APAF1) are significant genes in apoptosis signalling pathway of Kashin-Beck disease (KBD). We aimed to verify the protein expression levels of BAK1 and APAF1 in the cartilage and chondrocytes of patients with KBD. Additionally, we explored the relationship between the levels of these proteins and selenium concentration. Chondrocytes was cultured and treated with sodium selenite in vitro. Immunohistochemistry and Western blotting were used to verify the expression levels of BAK1 and APAF1. Compared with the control samples, APAF1 was upregulated and BAK1 was downregulated in the cartilage and chondrocytes of KBD patients. APAF1 expression was higher in the middle and deep zone in the KBD cartilage. APAF1 levels decreased gradually with the increasing selenium concentration (0.05, 0.10 and 0.25 mg/L). BAK1 expression in the 0.25 mg/L selenium group was lower than that of the control group. Different selenium concentrations had varying effects on BAK1 and APAF1 levels. APAF1 may play an important role in the pathogenesis of KBD. APAF1-related apoptosis was more pronounced in the middle and deep zones of the KBD cartilage. APAF may represent a potentially novel molecular target, which may be a biomarker of the role of selenium on the prevention and treatment of KBD. The role of BAK1 in the pathogenesis of KBD requires further study.
Collapse
Affiliation(s)
- Sen Wang
- School of Public Health, Health Science Center of Xi'an Jiaotong University, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission, No. 76 Yanta West Road, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Chen Duan
- School of Public Health, Health Science Center of Xi'an Jiaotong University, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission, No. 76 Yanta West Road, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Feng Zhang
- School of Public Health, Health Science Center of Xi'an Jiaotong University, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission, No. 76 Yanta West Road, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Xi Wang
- School of Public Health, Health Science Center of Xi'an Jiaotong University, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission, No. 76 Yanta West Road, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Xiong Guo
- School of Public Health, Health Science Center of Xi'an Jiaotong University, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission, No. 76 Yanta West Road, Xi'an, Shaanxi, 710061, People's Republic of China.
| |
Collapse
|
6
|
Shi X, Zhang F, Lv A, Wen Y, Guo X. COL9A1 gene polymorphism is associated with Kashin-Beck disease in a northwest Chinese Han population. PLoS One 2015; 10:e0120365. [PMID: 25774918 PMCID: PMC4361735 DOI: 10.1371/journal.pone.0120365] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 01/21/2015] [Indexed: 12/12/2022] Open
Abstract
Objective We sought to determine whether genomic polymorphism in collagen IX genes (COL9A) was associated with Kashin-Beck disease (KBD). Methods Twenty seven single nucleotide polymorphisms (SNPs) in COL9AI, COL9A2 and COL9A3 were genotyped in 274 KBD cases and 248 healthy controls using the Sequenom MassARRAY system. Associations between the COL9A polymorphism and KBD risk were detected using an unconditional logistic regression model. Linkage disequilibrium (LD) and haplotypes analysis were performed with the Haploview software. Results After Bonferroni correction, the frequency distribution of genotypes in rs6910140 in COL9A1 was significantly different between the KBD and the control groups (X2 = 16.74, df = 2, P = 0.0002). Regression analysis showed that the allele “C” in SNP rs6910140 had a significant protective effect on KBD [odds ratio (OR) = 0.49, 95% confidence interval (CI) = 0.34–0.70, P = 0.0001]. The frequencies of alleles and genotypes in rs6910140 were significantly different among subjects of different KBD stages (allele: X2 = 7.82, df = 2, P = 0.02, genotype: X2 = 14.81, df = 4, P = 0.005). However, haplotype analysis did not detect any significant association between KBD and COL9A1, COL9A2 and COL9A3. Conclusions We observed a significant association between rs6910140 of COL9A1 and KBD, suggesting a role of COL9A1 in the development of KBD.
Collapse
Affiliation(s)
- Xiaowei Shi
- Center of Maternal and Child Health Care, The First Affiliated Hospital of Medical Collage of Xi’an Jiaotong University, Xi’an, Shannxi, PR of China
| | - Feng Zhang
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Key Laboratory of Environment and Gene Related Diseases of Ministry of Education, Key Laboratory of Trace Elements and Endemic Diseases of Ministry of Health, Xi’an, Shannxi, PR of China
| | - Aili Lv
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Key Laboratory of Environment and Gene Related Diseases of Ministry of Education, Key Laboratory of Trace Elements and Endemic Diseases of Ministry of Health, Xi’an, Shannxi, PR of China
| | - Yan Wen
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Key Laboratory of Environment and Gene Related Diseases of Ministry of Education, Key Laboratory of Trace Elements and Endemic Diseases of Ministry of Health, Xi’an, Shannxi, PR of China
| | - Xiong Guo
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Key Laboratory of Environment and Gene Related Diseases of Ministry of Education, Key Laboratory of Trace Elements and Endemic Diseases of Ministry of Health, Xi’an, Shannxi, PR of China
- * E-mail:
| |
Collapse
|