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1.
Cell Death Dis ; 15(5): 321, 2024 May 08.
Article En | MEDLINE | ID: mdl-38719812

RAD18, an important ubiquitin E3 ligase, plays a dual role in translesion DNA synthesis (TLS) and homologous recombination (HR) repair. However, whether and how the regulatory mechanism of O-linked N-acetylglucosamine (O-GlcNAc) modification governing RAD18 and its function during these processes remains unknown. Here, we report that human RAD18, can undergo O-GlcNAcylation at Ser130/Ser164/Thr468, which is important for optimal RAD18 accumulation at DNA damage sites. Mechanistically, abrogation of RAD18 O-GlcNAcylation limits CDC7-dependent RAD18 Ser434 phosphorylation, which in turn significantly reduces damage-induced PCNA monoubiquitination, impairs Polη focus formation and enhances UV sensitivity. Moreover, the ubiquitin and RAD51C binding ability of RAD18 at DNA double-strand breaks (DSBs) is O-GlcNAcylation-dependent. O-GlcNAcylated RAD18 promotes the binding of RAD51 to damaged DNA during HR and decreases CPT hypersensitivity. Our findings demonstrate a novel role of RAD18 O-GlcNAcylation in TLS and HR regulation, establishing a new rationale to improve chemotherapeutic treatment.


Acetylglucosamine , DNA-Binding Proteins , Proliferating Cell Nuclear Antigen , Rad51 Recombinase , Recombinational DNA Repair , Ubiquitin-Protein Ligases , Humans , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Ubiquitin-Protein Ligases/metabolism , Acetylglucosamine/metabolism , Rad51 Recombinase/metabolism , Proliferating Cell Nuclear Antigen/metabolism , Phosphorylation , DNA Replication , Ubiquitination , DNA Breaks, Double-Stranded , DNA-Directed DNA Polymerase/metabolism , Cell Cycle Proteins/metabolism , Cell Cycle Proteins/genetics , DNA Damage , DNA/metabolism , HEK293 Cells , Ultraviolet Rays , Protein Binding , Glycosylation , Translesion DNA Synthesis
2.
Front Immunol ; 15: 1323410, 2024.
Article En | MEDLINE | ID: mdl-38726004

Background: Huntingtin-interacting protein-1 (HIP1) is a new arthritis severity gene implicated in the regulation of the invasive properties of rheumatoid arthritis (RA) fibroblast-like synoviocytes (FLS). These invasive properties of FLS strongly correlate with radiographic and histology damage in patients with RA and rodent models of arthritis. While HIP1 has several intracellular functions, little is known about its binding proteins, and identifying them has the potential to expand our understanding of its role in cell invasion and other disease-contributing phenotypes, and potentially identify new targets for therapy. Methods: FLS cell lines from arthritic DA (highly invasive) and from arthritis-protected congenic rats R6 (minimally invasive), which differ in an amino-acid changing HIP1 SNP, were cultured and lysed, and proteins were immunoprecipitated with an anti-HIP1 antibody. Immunoprecipitates were analyzed by mass spectrometry. Differentially detected (bound) proteins were selected for functional experiments using siRNA knockdown in human RA FLS to examine their effect in cell invasiveness, adhesion, cell migration and proliferation, and immunofluorescence microscopy. Results: Proteins detected included a few known HIP1-binding proteins and several new ones. Forty-five proteins differed in levels detected in the DA versus R6 congenic mass spectrometry analyses. Thirty-two of these proteins were knocked down and studied in vitro, with 10 inducing significant changes in RA FLS phenotypes. Specifically, knockdown of five HIP1-binding protein genes (CHMP4BL1, COPE, KIF1C, YWHAG, and YWHAH) significantly decreased FLS invasiveness. Knockdown of KIF1C also reduced RA FLS migration. The binding of four selected proteins to human HIP1 was confirmed. KIF1C colocalized with lamellipodia, and its knockdown prevented RA FLS from developing an elongated morphology with thick linearized actin fibers or forming polarized lamellipodia, all required for cell mobility and invasion. Unlike HIP1, KIF1C knockdown did not affect Rac1 signaling. Conclusion: We have identified new HIP1-binding proteins and demonstrate that 10 of them regulate key FLS phenotypes. These HIP1-binding proteins have the potential to become new therapeutic targets and help better understand the RA FLS pathogenic behavior. KIF1C knockdown recapitulated the morphologic changes previously seen in the absence of HIP1, but did not affect the same cell signaling pathway, suggesting involvement in the regulation of different processes.


Arthritis, Rheumatoid , Fibroblasts , Kinesins , Phenotype , Synoviocytes , Arthritis, Rheumatoid/metabolism , Arthritis, Rheumatoid/pathology , Arthritis, Rheumatoid/genetics , Humans , Animals , Synoviocytes/metabolism , Synoviocytes/pathology , Kinesins/genetics , Kinesins/metabolism , Rats , Fibroblasts/metabolism , Cell Movement , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism
3.
Cardiovasc Diabetol ; 23(1): 166, 2024 May 10.
Article En | MEDLINE | ID: mdl-38730425

BACKGROUND: Studies have shown that RASGRP1 was potently associated with the onset of type 2 diabetes mellitus (T2DM), and RASGRP1 rs7403531 was significantly correlated with islet function in T2DM patients. However, the effect of RASGRP1 polymorphism on blood glucose and blood pressure in T2DM patients after continuous treatment has yet to be fully elucidated. OBJECTIVE: This study aimed to explore the association between RASGRP1 genetic polymorphism and cardiovascular complications in T2DM patients, so as to provide more evidence for the individualized treatment of T2DM patients. METHODS: We retrospectively analyzed a large-scale multicenter drug clinical study cohort that based on a 2 × 2 factorial (glucose control axis and blood pressure lowering axis) randomized controlled design, with follow-up for 5 years. The major vascular endpoint events included cardiovascular death, non-fatal stroke, coronary heart disease, new-onset or worsening renal disease, and diabetic retinopathy. RASGRP1 rs12593201, rs56254815 and rs7403531 were finally selected as candidate single nucleotide polymorphisms. Mixed linear model and Cox hazard ratio (HR) model were used for data analysis with IBM SPSS (version 20.0 for windows; Chicago, IL). RESULTS: Our study enrolled 1357 patients with high-risk diabetes, with a mean follow-up duration of 4.8 years. RASGRP1 rs7403531 was associated with vascular events in hypoglycemic and antihypertensive therapy. Specifically, compared with CC carriers, patients with CT/TT genotype had fewer major microvascular events (HR = 0.41, 95% confidence interval (CI) 0.21-0.80, P = 0.009), and reduced the risk of major eye disease events (HR = 0.44, 95% CI 0.20-0.94, P = 0.03). For glucose lowering axis, CT/TT carriers had a lower risk of secondary nephropathy (HR = 0.48, 95% CI 0.25-0.92, P = 0.03) in patients with standard glycemic control. For blood pressure lowering axis, all cerebrovascular events (HR = 2.24, 95% CI 1.11-4.51, P = 0.025) and stroke events (HR = 2.07, 95% CI 1.03-4.15, P = 0.04) were increased in patients with CC genotype compared to those with CT/TT genotype in the placebo group, respectively. Furthermore, patients with CC genotype showed a reduced risk of major cerebrovascular events in antihypertensive group (HR = 0.36, 95% CI 0.15-0.86, P = 0.021). For RASGRP1 rs56254815, compared with the AA genotype carriers, the systolic blood pressure of AG/GG carriers in the antihypertensive group decreased by 1.5mmhg on average (P = 0.04). In the placebo group, the blood pressure of AG/GG carriers was 1.7mmHg higher than that of AA carriers (P = 0.02). CONCLUSION: We found that patients with G allele of RASGRP1 (rs56254815) showed a better antihypertensive therapy efficacy in T2DM patients. The rs7403531 T allele could reduce the risk of major microvascular events and major eye diseases in T2DM patients receiving either hypoglycemic or antihypertensive therapy. Our findings suggest that RASGRP1 genetic polymorphism might predict the cardiovascular complications in T2DM patients.


Antihypertensive Agents , Blood Glucose , Blood Pressure , Diabetes Mellitus, Type 2 , Genetic Predisposition to Disease , Glycemic Control , Guanine Nucleotide Exchange Factors , Polymorphism, Single Nucleotide , Humans , Male , Female , Middle Aged , Antihypertensive Agents/therapeutic use , Antihypertensive Agents/adverse effects , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , China/epidemiology , Blood Glucose/metabolism , Blood Glucose/drug effects , Aged , Retrospective Studies , Guanine Nucleotide Exchange Factors/genetics , Risk Factors , Treatment Outcome , Glycemic Control/adverse effects , Blood Pressure/drug effects , Blood Pressure/genetics , Asian People/genetics , Diabetic Angiopathies/genetics , Diabetic Angiopathies/diagnosis , Risk Assessment , Phenotype , Hypoglycemic Agents/therapeutic use , Hypoglycemic Agents/adverse effects , Time Factors , Biomarkers/blood , Genetic Association Studies , Hypertension/genetics , Hypertension/drug therapy , Hypertension/physiopathology , Hypertension/diagnosis , DNA-Binding Proteins/genetics , East Asian People
4.
BMC Urol ; 24(1): 104, 2024 May 10.
Article En | MEDLINE | ID: mdl-38730434

BACKGROUND: Emerging evidence has indicated that a number of circular RNAs (circRNAs) participate in renal cell carcinoma (RCC) carcinogenesis. Nevertheless, the activity and molecular process of circPRELID2 (hsa_circ_0006528) in RCC progression remain unknown. METHODS: CircPRELID2, miR-22-3p and ETS variant 1 (ETV1) levels were gauged by qRT-PCR. Effect of the circPRELID2/miR-22-3p/ETV1 axis was evaluated by detecting cell growth, motility, and invasion. Immunoblotting assessed related protein levels. The relationships of circPRELID2/miR-22-3p and miR-22-3p/ETV1 were confirmed by RNA immunoprecipitation (RIP), luciferase reporter or RNA pull-down assay. RESULTS: CircPRELID2 was up-regulated in RCC. CircPRELID2 silencing suppressed RCC cell growth, motility and invasion. Moreover, circPRELID2 silencing weakened M2-type macrophage polarization in THP1-induced macrophage cells. CircPRELID2 sequestered miR-22-3p, and circPRELID2 increased ETV1 expression through miR-22-3p. Moreover, the inhibitory impact of circPRELID2 silencing on RCC cell malignant behaviors was mediated by the miR-22-3p/ETV1 axis. Furthermore, circPRELID2 knockdown in vivo hampered growth of xenograft tumors. CONCLUSION: Our study demonstrates that circPRELID2 silencing can mitigate RCC malignant development through the circPRELID2/miR-22-3p/ETV1 axis, highlighting new therapeutic targets for RCC treatment.


Carcinoma, Renal Cell , Kidney Neoplasms , MicroRNAs , RNA, Circular , MicroRNAs/genetics , Humans , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , RNA, Circular/genetics , DNA-Binding Proteins/genetics , Transcription Factors/genetics , Mice , Animals , Cell Line, Tumor
5.
Int J Mol Sci ; 25(9)2024 Apr 23.
Article En | MEDLINE | ID: mdl-38731837

Chromatin architecture is critical for the temporal and tissue-specific activation of genes that determine eukaryotic development. The functional interaction between enhancers and promoters is controlled by insulators and tethering elements that support specific long-distance interactions. However, the mechanisms of the formation and maintenance of long-range interactions between genome regulatory elements remain poorly understood, primarily due to the lack of convenient model systems. Drosophila became the first model organism in which architectural proteins that determine the activity of insulators were described. In Drosophila, one of the best-studied DNA-binding architectural proteins, Su(Hw), forms a complex with Mod(mdg4)-67.2 and CP190 proteins. Using a combination of CRISPR/Cas9 genome editing and attP-dependent integration technologies, we created a model system in which the promoters and enhancers of two reporter genes are separated by 28 kb. In this case, enhancers effectively stimulate reporter gene promoters in cis and trans only in the presence of artificial Su(Hw) binding sites (SBS), in both constructs. The expression of the mutant Su(Hw) protein, which cannot interact with CP190, and the mutation inactivating Mod(mdg4)-67.2, lead to the complete loss or significant weakening of enhancer-promoter interactions, respectively. The results indicate that the new model system effectively identifies the role of individual subunits of architectural protein complexes in forming and maintaining specific long-distance interactions in the D. melanogaster model.


Drosophila Proteins , Enhancer Elements, Genetic , Promoter Regions, Genetic , Drosophila Proteins/metabolism , Drosophila Proteins/genetics , Animals , Drosophila melanogaster/genetics , Drosophila melanogaster/metabolism , CRISPR-Cas Systems , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Chromatin/metabolism , Chromatin/genetics , Insulator Elements/genetics , Binding Sites , Protein Binding , Nuclear Proteins/metabolism , Nuclear Proteins/genetics , Gene Editing/methods , Repressor Proteins/metabolism , Repressor Proteins/genetics , Microtubule-Associated Proteins
6.
Mol Immunol ; 170: 156-169, 2024 Jun.
Article En | MEDLINE | ID: mdl-38692097

Type-I and -III interferons play a central role in immune rejection of pathogens and tumors, thus promoting immunogenicity and suppressing tumor recurrence. Double strand RNA is an important ligand that stimulates tumor immunity via interferon responses. Differentiation of embryonic stem cells to pluripotent epithelial cells activates the interferon response during development, raising the question of whether epithelial vs. mesenchymal gene signatures in cancer potentially regulate the interferon pathway as well. Here, using genomics and signaling approaches, we show that Grainyhead-like-2 (GRHL2), a master programmer of epithelial cell identity, promotes type-I and -III interferon responses to double-strand RNA. GRHL2 enhanced the activation of IRF3 and relA/NF-kB and the expression of IRF1; a functional GRHL2 binding site in the IFNL1 promoter was also identified. Moreover, time to recurrence in breast cancer correlated positively with GRHL2 protein expression, indicating that GRHL2 is a tumor recurrence suppressor, consistent with its enhancement of interferon responses. These observations demonstrate that epithelial cell identity supports interferon responses in the context of cancer.


Breast Neoplasms , DNA-Binding Proteins , Transcription Factors , Humans , Breast Neoplasms/immunology , Breast Neoplasms/pathology , Breast Neoplasms/genetics , Female , Transcription Factors/metabolism , Transcription Factors/genetics , Transcription Factors/immunology , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Interferon Regulatory Factor-3/metabolism , Interferon Regulatory Factor-3/genetics , Neoplasm Recurrence, Local/immunology , Interferons/metabolism , Interferons/immunology , Interferons/genetics , Cell Line, Tumor , Epithelial Cells/immunology , Epithelial Cells/metabolism , Animals , RNA, Double-Stranded/immunology , Transcription Factor RelA/metabolism , Mice , Gene Expression Regulation, Neoplastic , Signal Transduction/immunology , Interferon Regulatory Factor-1/metabolism , Interferon Regulatory Factor-1/genetics , Interferon Regulatory Factor-1/immunology
7.
Commun Biol ; 7(1): 541, 2024 May 07.
Article En | MEDLINE | ID: mdl-38714838

Age-related diseases pose great challenges to health care systems worldwide. During aging, endothelial senescence increases the risk for cardiovascular disease. Recently, it was described that Phosphatase 1 Nuclear Targeting Subunit (PNUTS) has a central role in cardiomyocyte aging and homeostasis. Here, we determine the role of PNUTS in endothelial cell aging. We confirm that PNUTS is repressed in senescent endothelial cells (ECs). Moreover, PNUTS silencing elicits several of the hallmarks of endothelial aging: senescence, reduced angiogenesis and loss of barrier function. Findings are validate in vivo using endothelial-specific inducible PNUTS-deficient mice (Cdh5-CreERT2;PNUTSfl/fl), termed PNUTSEC-KO. Two weeks after PNUTS deletion, PNUTSEC-KO mice present severe multiorgan failure and vascular leakage. Transcriptomic analysis of PNUTS-silenced HUVECs and lungs of PNUTSEC-KO mice reveal that the PNUTS-PP1 axis tightly regulates the expression of semaphorin 3B (SEMA3B). Indeed, silencing of SEMA3B completely restores barrier function after PNUTS loss-of-function. These results reveal a pivotal role for PNUTS in endothelial homeostasis through a SEMA3B downstream pathway that provides a potential target against the effects of aging in ECs.


Cellular Senescence , Human Umbilical Vein Endothelial Cells , Mice, Knockout , Semaphorins , Animals , Mice , Humans , Semaphorins/metabolism , Semaphorins/genetics , Human Umbilical Vein Endothelial Cells/metabolism , Endothelial Cells/metabolism , Aging/metabolism , RNA-Binding Proteins/metabolism , RNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Mice, Inbred C57BL , Membrane Glycoproteins/metabolism , Membrane Glycoproteins/genetics , Endothelium, Vascular/metabolism
8.
Dis Model Mech ; 17(4)2024 Apr 01.
Article En | MEDLINE | ID: mdl-38691001

Ankyrin repeat and LEM domain-containing 2 (ANKLE2) is a scaffolding protein with established roles in cell division and development, the dysfunction of which is increasingly implicated in human disease. ANKLE2 regulates nuclear envelope disassembly at the onset of mitosis and its reassembly after chromosome segregation. ANKLE2 dysfunction is associated with abnormal nuclear morphology and cell division. It regulates the nuclear envelope by mediating protein-protein interactions with barrier to autointegration factor (BANF1; also known as BAF) and with the kinase and phosphatase that modulate the phosphorylation state of BAF. In brain development, ANKLE2 is crucial for proper asymmetric division of neural progenitor cells. In humans, pathogenic loss-of-function mutations in ANKLE2 are associated with primary congenital microcephaly, a condition in which the brain is not properly developed at birth. ANKLE2 is also linked to other disease pathologies, including congenital Zika syndrome, cancer and tauopathy. Here, we review the molecular roles of ANKLE2 and the recent literature on human diseases caused by its dysfunction.


Nuclear Proteins , Humans , Nuclear Proteins/metabolism , Animals , Disease , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Mutation/genetics
9.
Cell Mol Life Sci ; 81(1): 208, 2024 May 06.
Article En | MEDLINE | ID: mdl-38710919

Trophoblast stem cells (TSCs) can be chemically converted from embryonic stem cells (ESCs) in vitro. Although several transcription factors (TFs) have been recognized as essential for TSC formation, it remains unclear how differentiation cues link elimination of stemness with the establishment of TSC identity. Here, we show that PRDM14, a critical pluripotent circuitry component, is reduced during the formation of TSCs. The reduction is further shown to be due to the activation of Wnt/ß-catenin signaling. The extinction of PRDM14 results in the erasure of H3K27me3 marks and chromatin opening in the gene loci of TSC TFs, including GATA3 and TFAP2C, which enables their expression and thus the initiation of the TSC formation process. Accordingly, PRDM14 reduction is proposed here as a critical event that couples elimination of stemness with the initiation of TSC formation. The present study provides novel insights into how induction signals initiate TSC formation.


Cell Differentiation , DNA-Binding Proteins , Transcription Factors , Trophoblasts , Wnt Signaling Pathway , Trophoblasts/metabolism , Trophoblasts/cytology , Animals , Mice , Transcription Factors/metabolism , Transcription Factors/genetics , Cell Differentiation/genetics , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , GATA3 Transcription Factor/metabolism , GATA3 Transcription Factor/genetics , Transcription Factor AP-2/metabolism , Transcription Factor AP-2/genetics , Stem Cells/metabolism , Stem Cells/cytology , RNA-Binding Proteins/metabolism , RNA-Binding Proteins/genetics , Histones/metabolism , Histones/genetics
10.
BMC Cancer ; 24(1): 566, 2024 May 06.
Article En | MEDLINE | ID: mdl-38711004

BACKGROUND: Resveratrol has demonstrated its ability to regulate BRCA1 gene expression in breast cancer cells, and previous studies have established the binding of MBD proteins to BRCA1 gene promoter regions. However, the molecular mechanism underlying these interactions remains to be elucidated. The aimed to evaluate the impact of MBD proteins on the regulation of BRCA1, BRCA2, and p16 genes and their consequential effects on breast cancer cells. METHODS: Efficacy of resveratrol was assessed using the MTT assay. Binding interactions were investigated through EMSA, ChIP, & MeIP assay. Expression analyses of MBD genes and proteins were conducted using qRT-PCR and western blotting, respectively. Functional assays, including clonogenic, migratory, and sphere formation assays were used to assess cancer cells' colony-forming, metastatic, and tumor-forming abilities. The cytotoxicity of resveratrol on cancer cells was also tested using an apoptosis assay. RESULTS: The study determined an IC50 of 30µM for resveratrol. MBD proteins were found to bind to the BRCA1 gene promoter. Resveratrol exhibited regulatory effects on MBD gene expression, subsequently impacting BRCA1 gene expression and protein levels. Higher concentrations of resveratrol resulted in reduced colony and sphere formation, decreases migration of cancer cells, and an increases number of apoptotic cells in breast cancer cells. Impact Identification of MBD2-BRCA1 axis indicates their significant role in the induction of apoptosis and reduction of metastasis and proliferation in breast cancer cells. Further therapy can be designed to target these MBD proteins and resveratrol could be used along with other anticancer drugs to target breast cancer. CONCLUSIONS: In conclusion MBD2 protein interact to the BRCA1 gene promoter, and resveratrol modulates MBD2 gene expression, which in turn regulates BRCA1 gene expression, and inhibits cell proliferation, migration, and induces apoptosis in ER+, PR+ & Triple negative breast cancer cells.


BRCA1 Protein , DNA-Binding Proteins , Gene Expression Regulation, Neoplastic , Promoter Regions, Genetic , Resveratrol , Triple Negative Breast Neoplasms , Resveratrol/pharmacology , Resveratrol/therapeutic use , Humans , BRCA1 Protein/genetics , BRCA1 Protein/metabolism , Female , Gene Expression Regulation, Neoplastic/drug effects , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/pathology , Triple Negative Breast Neoplasms/metabolism , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Cell Line, Tumor , Apoptosis/drug effects , Cell Proliferation/drug effects , Cell Movement/drug effects , Receptors, Estrogen/metabolism , Antineoplastic Agents, Phytogenic/pharmacology , Antineoplastic Agents, Phytogenic/therapeutic use
11.
J Exp Clin Cancer Res ; 43(1): 143, 2024 May 14.
Article En | MEDLINE | ID: mdl-38745179

BACKGROUND: Sorafenib is a standard first-line treatment for advanced hepatocellular carcinoma (HCC), yet its effectiveness is often constrained. Emerging studies reveal that sorafenib triggers ferroptosis, an iron-dependent regulated cell death (RCD) mechanism characterized by lipid peroxidation. Our findings isolate the principal target responsible for ferroptosis in HCC cells and outline an approach to potentially augment sorafenib's therapeutic impact on HCC. METHODS: We investigated the gene expression alterations following sgRNA-mediated knockdown induced by erastin and sorafenib in HCC cells using CRISPR screening-based bioinformatics analysis. Gene set enrichment analysis (GSEA) and the "GDCRNATools" package facilitated the correlation studies. We employed tissue microarrays and cDNA microarrays for validation. Ubiquitination assay, Chromatin immunoprecipitation (ChIP) assay, RNA immunoprecipitation (RIP) assay, and dual-luciferase reporter assay were utilized to delineate the specific mechanisms underlying ferroptosis in HCC cells. RESULTS: Our study has revealed that pleiomorphic adenoma gene 1 (PLAG1), a gene implicated in pleomorphic adenoma, confers resistance to ferroptosis in HCC cells treated with sorafenib. Sorafenib leads to the opposite trend of protein and mRNA levels of PLAG1, which is not caused by affecting the stability or ubiquitination of PLAG1 protein, but by the regulation of PLAG1 at the transcriptional level by its upstream competitive endogenous long non-coding RNA (lncRNA) plasmacytoma variant translocation 1 (PVT1). Data from 139 HCC patients showed a significant positive correlation between PLAG1 and GPX4 levels in tumor samples, and PLAG1 is instrumental in redox homeostasis by driving the expression of glutathione peroxidase 4 (GPX4), the enzyme that reduces lipid peroxides (LPOs), which further leads to ferroptosis inhibition. CONCLUSIONS: Ferroptosis is a promising target for cancer therapy, especially for patients resistant to standard chemotherapy or immunotherapy. Our findings indicate that PLAG1 holds therapeutic promise and may enhance the efficacy of sorafenib in treating HCC.


Carcinoma, Hepatocellular , DNA-Binding Proteins , Ferroptosis , Liver Neoplasms , Phospholipid Hydroperoxide Glutathione Peroxidase , Sorafenib , Humans , Sorafenib/pharmacology , Sorafenib/therapeutic use , Ferroptosis/drug effects , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/metabolism , Carcinoma, Hepatocellular/pathology , Carcinoma, Hepatocellular/genetics , Liver Neoplasms/drug therapy , Liver Neoplasms/metabolism , Liver Neoplasms/pathology , Liver Neoplasms/genetics , Phospholipid Hydroperoxide Glutathione Peroxidase/metabolism , Phospholipid Hydroperoxide Glutathione Peroxidase/genetics , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , MicroRNAs/genetics , MicroRNAs/metabolism , Mice , Animals , Cell Line, Tumor , Gene Expression Regulation, Neoplastic/drug effects , Male
12.
Cell Biol Toxicol ; 40(1): 30, 2024 May 13.
Article En | MEDLINE | ID: mdl-38740637

In pancreatic ductal adenocarcinomas (PDAC), profound hypoxia plays key roles in regulating cancer cell behavior, including proliferation, migration, and resistance to therapies. The initial part of this research highlights the important role played by long noncoding RNA (lncRNA) MKLN1-AS, which is controlled by hypoxia-inducible factor-1 alpha (HIF-1α), in the progression of PDAC. Human samples of PDAC showed a notable increase in MKLN1-AS expression, which was linked to a worse outcome. Forced expression of MKLN1-AS greatly reduced the inhibitory impact on the growth and spread of PDAC cells caused by HIF-1α depletion. Experiments on mechanisms showed that HIF-1α influences the expression of MKLN1-AS by directly attaching to a hypoxia response element in the promoter region of MKLN1-AS.MKLN1-AS acts as a competitive endogenous RNA (ceRNA) by binding to miR-185-5p, resulting in the regulation of TEAD1 expression and promoting cell proliferation, migration, and tumor growth. TEAD1 subsequently enhances the development of PDAC. Our study results suggest that MKLN1-AS could serve as a promising target for treatment and a valuable indicator for predicting outcomes in PDAC. PDAC is associated with low oxygen levels, and the long non-coding RNA MKLN1-AS interacts with TEAD1 in this context.


Carcinoma, Pancreatic Ductal , Cell Movement , Cell Proliferation , DNA-Binding Proteins , Disease Progression , Gene Expression Regulation, Neoplastic , Hypoxia-Inducible Factor 1, alpha Subunit , MicroRNAs , Pancreatic Neoplasms , RNA, Long Noncoding , TEA Domain Transcription Factors , Transcription Factors , Humans , MicroRNAs/genetics , MicroRNAs/metabolism , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Transcription Factors/metabolism , Transcription Factors/genetics , TEA Domain Transcription Factors/metabolism , Cell Line, Tumor , Cell Proliferation/genetics , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Gene Expression Regulation, Neoplastic/genetics , Cell Movement/genetics , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/pathology , Animals , Nuclear Proteins/metabolism , Nuclear Proteins/genetics , Signal Transduction/genetics , Mice, Nude , Mice
13.
Cell Death Dis ; 15(5): 330, 2024 May 13.
Article En | MEDLINE | ID: mdl-38740827

The long non-coding RNA X-inactive specific transcript (lncRNA XIST) and MUC1 gene are dysregulated in chronic inflammation and cancer; however, there is no known interaction of their functions. The present studies demonstrate that MUC1-C regulates XIST lncRNA levels by suppressing the RBM15/B, WTAP and METTL3/14 components of the m6A methylation complex that associate with XIST A repeats. MUC1-C also suppresses the YTHDF2-CNOT1 deadenylase complex that recognizes m6A sites and contributes to XIST decay with increases in XIST stability and expression. In support of an auto-regulatory pathway, we show that XIST regulates MUC1-C expression by promoting NF-κB-mediated activation of the MUC1 gene. Of significance, MUC1-C and XIST regulate common genes associated with inflammation and stemness, including (i) miR-21 which is upregulated across pan-cancers, and (ii) TDP-43 which associates with the XIST E repeats. Our results further demonstrate that the MUC1-C/XIST pathway (i) is regulated by TDP-43, (ii) drives stemness-associated genes, and (iii) is necessary for self-renewal capacity. These findings indicate that the MUC1-C/XIST auto-regulatory axis is of importance in cancer progression.


Disease Progression , Mucin-1 , RNA, Long Noncoding , RNA, Long Noncoding/metabolism , RNA, Long Noncoding/genetics , Humans , Mucin-1/metabolism , Mucin-1/genetics , Animals , Gene Expression Regulation, Neoplastic , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/pathology , Mice , Cell Line, Tumor , MicroRNAs/metabolism , MicroRNAs/genetics , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , NF-kappa B/metabolism
14.
BMC Cancer ; 24(1): 587, 2024 May 14.
Article En | MEDLINE | ID: mdl-38741073

YAP and TAZ, the Hippo pathway terminal transcriptional activators, are frequently upregulated in cancers. In tumor cells, they have been mainly associated with increased tumorigenesis controlling different aspects from cell cycle regulation, stemness, or resistance to chemotherapies. In fewer cases, they have also been shown to oppose cancer progression, including by promoting cell death through the action of the p73/YAP transcriptional complex, in particular after chemotherapeutic drug exposure. Using HCT116 cells, we show here that oxaliplatin treatment led to core Hippo pathway down-regulation and nuclear accumulation of TAZ. We further show that TAZ was required for the increased sensitivity of HCT116 cells to oxaliplatin, an effect that appeared independent of p73, but which required the nuclear relocalization of TAZ. Accordingly, Verteporfin and CA3, two drugs affecting the activity of YAP and TAZ, showed antagonistic effects with oxaliplatin in co-treatments. Importantly, using several colorectal cell lines, we show that the sensitizing action of TAZ to oxaliplatin is dependent on the p53 status of the cells. Our results support thus an early action of TAZ to sensitize cells to oxaliplatin, consistent with a model in which nuclear TAZ in the context of DNA damage and p53 activity pushes cells towards apoptosis.


Antineoplastic Agents , Colonic Neoplasms , Hippo Signaling Pathway , Organoplatinum Compounds , Oxaliplatin , Protein Serine-Threonine Kinases , Signal Transduction , Trans-Activators , Transcription Factors , Transcriptional Coactivator with PDZ-Binding Motif Proteins , Tumor Suppressor Protein p53 , Humans , Oxaliplatin/pharmacology , Tumor Suppressor Protein p53/metabolism , Tumor Suppressor Protein p53/genetics , Colonic Neoplasms/drug therapy , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , Colonic Neoplasms/genetics , Trans-Activators/metabolism , Trans-Activators/genetics , Transcription Factors/metabolism , Transcription Factors/genetics , HCT116 Cells , Signal Transduction/drug effects , Protein Serine-Threonine Kinases/metabolism , Protein Serine-Threonine Kinases/genetics , Organoplatinum Compounds/pharmacology , Organoplatinum Compounds/therapeutic use , Antineoplastic Agents/pharmacology , Intracellular Signaling Peptides and Proteins/metabolism , Intracellular Signaling Peptides and Proteins/genetics , Drug Resistance, Neoplasm/genetics , Tumor Suppressor Proteins/metabolism , Tumor Suppressor Proteins/genetics , Adaptor Proteins, Signal Transducing/metabolism , Adaptor Proteins, Signal Transducing/genetics , Verteporfin/pharmacology , Verteporfin/therapeutic use , Cell Line, Tumor , Tumor Protein p73/metabolism , Tumor Protein p73/genetics , YAP-Signaling Proteins/metabolism , Porphyrins/pharmacology , Nuclear Proteins/metabolism , Nuclear Proteins/genetics , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Gene Expression Regulation, Neoplastic/drug effects , Apoptosis/drug effects
15.
J Exp Clin Cancer Res ; 43(1): 137, 2024 May 06.
Article En | MEDLINE | ID: mdl-38711119

BACKGROUND: The C-terminal-binding protein 1/brefeldin A ADP-ribosylation substrate (CtBP1/BARS) acts both as an oncogenic transcriptional co-repressor and as a fission inducing protein required for membrane trafficking and Golgi complex partitioning during mitosis, hence for mitotic entry. CtBP1/BARS overexpression, in multiple cancers, has pro-tumorigenic functions regulating gene networks associated with "cancer hallmarks" and malignant behavior including: increased cell survival, proliferation, migration/invasion, epithelial-mesenchymal transition (EMT). Structurally, CtBP1/BARS belongs to the hydroxyacid-dehydrogenase family and possesses a NAD(H)-binding Rossmann fold, which, depending on ligands bound, controls the oligomerization of CtBP1/BARS and, in turn, its cellular functions. Here, we proposed to target the CtBP1/BARS Rossmann fold with small molecules as selective inhibitors of mitotic entry and pro-tumoral transcriptional activities. METHODS: Structured-based screening of drug databases at different development stages was applied to discover novel ligands targeting the Rossmann fold. Among these identified ligands, N-(3,4-dichlorophenyl)-4-{[(4-nitrophenyl)carbamoyl]amino}benzenesulfonamide, called Comp.11, was selected for further analysis. Fluorescence spectroscopy, isothermal calorimetry, computational modelling and site-directed mutagenesis were employed to define the binding of Comp.11 to the Rossmann fold. Effects of Comp.11 on the oligomerization state, protein partners binding and pro-tumoral activities were evaluated by size-exclusion chromatography, pull-down, membrane transport and mitotic entry assays, Flow cytometry, quantitative real-time PCR, motility/invasion, and colony assays in A375MM and B16F10 melanoma cell lines. Effects of Comp.11 on tumor growth in vivo were analyzed in mouse tumor model. RESULTS: We identify Comp.11 as a new, potent and selective inhibitor of CtBP1/BARS (but not CtBP2). Comp.11 directly binds to the CtBP1/BARS Rossmann fold affecting the oligomerization state of the protein (unlike other known CtBPs inhibitors), which, in turn, hinders interactions with relevant partners, resulting in the inhibition of both CtBP1/BARS cellular functions: i) membrane fission, with block of mitotic entry and cellular secretion; and ii) transcriptional pro-tumoral effects with significantly hampered proliferation, EMT, migration/invasion, and colony-forming capabilities. The combination of these effects impairs melanoma tumor growth in mouse models.  CONCLUSIONS: This study identifies a potent and selective inhibitor of CtBP1/BARS active in cellular and melanoma animal models revealing new opportunities to study the role of CtBP1/BARS in tumor biology and to develop novel melanoma treatments.


Alcohol Oxidoreductases , DNA-Binding Proteins , Melanoma , Humans , Alcohol Oxidoreductases/antagonists & inhibitors , Alcohol Oxidoreductases/metabolism , Alcohol Oxidoreductases/genetics , Animals , Mice , Melanoma/drug therapy , Melanoma/pathology , Melanoma/metabolism , Melanoma/genetics , Cell Line, Tumor , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/antagonists & inhibitors , DNA-Binding Proteins/genetics , Cell Proliferation/drug effects , Antineoplastic Agents/pharmacology , Epithelial-Mesenchymal Transition/drug effects , Xenograft Model Antitumor Assays
16.
Biotechnol J ; 19(5): e2400023, 2024 May.
Article En | MEDLINE | ID: mdl-38719589

The discovery of antibiotics has noticeably promoted the development of human civilization; however, antibiotic resistance in bacteria caused by abusing and overusing greatly challenges human health and food safety. Considering the worsening situation, it is an urgent demand to develop emerging nontraditional technologies or methods to address this issue. With the expanding of synthetic biology, optogenetics exhibits a tempting prospect for precisely regulating gene expression in many fields. Consequently, it is attractive to employ optogenetics to reduce the risk of antibiotic resistance. Here, a blue light-controllable gene expression system was established in Escherichia coli based on a photosensitive DNA-binding protein (EL222). Further, this strategy was successfully applied to repress the expression of ß-lactamase gene (bla) using blue light illumination, resulting a dramatic reduction of ampicillin resistance in engineered E. coli. Moreover, blue light was utilized to induce the expression of the mechanosensitive channel of large conductance (MscL), triumphantly leading to the increase of streptomycin susceptibility in engineered E. coli. Finally, the increased susceptibility of ampicillin and streptomycin was simultaneously induced by blue light in the same E. coli cell, revealing the excellent potential of this strategy in controlling multidrug-resistant (MDR) bacteria. As a proof of concept, our work demonstrates that light can be used as an alternative tool to prolong the use period of common antibiotics without developing new antibiotics. And this novel strategy based on optogenetics shows a promising foreground to combat antibiotic resistance in the future.


Anti-Bacterial Agents , Escherichia coli , Light , Escherichia coli/genetics , Escherichia coli/drug effects , Escherichia coli/metabolism , Anti-Bacterial Agents/pharmacology , Optogenetics/methods , Gene Expression Regulation, Bacterial/drug effects , Ampicillin/pharmacology , beta-Lactamases/genetics , beta-Lactamases/metabolism , Drug Resistance, Bacterial/genetics , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Streptomycin/pharmacology , Blue Light
17.
Xi Bao Yu Fen Zi Mian Yi Xue Za Zhi ; 40(4): 311-318, 2024 Apr.
Article Zh | MEDLINE | ID: mdl-38710515

Objective To investigate the effects of mitochondrial transcription factor A (TFAM) on mitochondrial function, autophagy, proliferation, invasion, and migration in cervical cancer HeLa cells and osteosarcoma U2OS cells. Methods TFAM small-interfering RNA (si-TFAM) was transfected to HeLa and U2OS cells for downregulating TFAM expression. Mito-Tracker Red CMXRos staining combined with laser confocal microscopy was used to detect mitochondrial membrane potential (MMP). MitoSOXTM Red labeling was used to test mitochondrial reactive oxygen species (mtROS) levels. The expression of mitochondrial DNA (mtDNA) was detected by real-time quantitative PCR. Changes in the number of autophagosomes were detected by immunofluorescence cytochemistry. Western blot analysis was used to detect the expressions of TFAM, autophagy microtubule associated protein 1 light chain 3A/B (LC3A/B), autophagy associated protein 2A (ATG2A), ATG2B, ATG9A, zinc finger transcription factor Snail, matrix metalloproteinase 2 (MMP2) and MMP9. CCK-8 assay and plate clony formation assay were used to detect cell proliferation, while TranswellTM assay and scratch healing assay were used to detect changes in cell invasion and migration. Results The downregulation of TFAM expression resulted in a decrease in MMP and mtDNA copy number, but an increase in mtROS production. The protein content of LC3A/B decreased significantly compared to the control group and the number of autophagosomes in the cytoplasm decreased significantly. The expressions of ATG2B and ATG9A in the early stage of autophagy were significantly reduced. The expressions of Snail, MMP2 and MMP9 proteins in HeLa and U2OS cells were also decreased. The proliferation, invasion and migration ability of HeLa and U2OS cells were inhibited after being interfered with TFAM expression. Conclusion Downregulation of TFAM expression inhibits mitochondrial function, delays autophagy process and reduces the proliferation, invasion and migration ability of cervical cancer cells and osteosarcoma cells.


Autophagy , Cell Movement , Cell Proliferation , DNA-Binding Proteins , Mitochondrial Proteins , Neoplasm Invasiveness , Osteosarcoma , Transcription Factors , Uterine Cervical Neoplasms , Humans , Cell Movement/genetics , Osteosarcoma/genetics , Osteosarcoma/pathology , Osteosarcoma/metabolism , Cell Proliferation/genetics , Transcription Factors/genetics , Transcription Factors/metabolism , Autophagy/genetics , Mitochondrial Proteins/genetics , Mitochondrial Proteins/metabolism , Female , Uterine Cervical Neoplasms/genetics , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/metabolism , Cell Line, Tumor , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Membrane Potential, Mitochondrial/genetics , Reactive Oxygen Species/metabolism , Matrix Metalloproteinase 2/metabolism , Matrix Metalloproteinase 2/genetics , Mitochondria/metabolism , Mitochondria/genetics , DNA, Mitochondrial/genetics , DNA, Mitochondrial/metabolism , HeLa Cells , Matrix Metalloproteinase 9/metabolism , Matrix Metalloproteinase 9/genetics
18.
Genome Biol ; 25(1): 117, 2024 May 07.
Article En | MEDLINE | ID: mdl-38715110

BACKGROUND: Preeclampsia, one of the most lethal pregnancy-related diseases, is associated with the disruption of uterine spiral artery remodeling during placentation. However, the early molecular events leading to preeclampsia remain unknown. RESULTS: By analyzing placentas from preeclampsia, non-preeclampsia, and twin pregnancies with selective intrauterine growth restriction, we show that the pathogenesis of preeclampsia is attributed to immature trophoblast and maldeveloped endothelial cells. Delayed epigenetic reprogramming during early extraembryonic tissue development leads to generation of excessive immature trophoblast cells. We find reduction of de novo DNA methylation in these trophoblast cells results in selective overexpression of maternally imprinted genes, including the endoretrovirus-derived gene PEG10 (paternally expressed gene 10). PEG10 forms virus-like particles, which are transferred from the trophoblast to the closely proximate endothelial cells. In normal pregnancy, only a low amount of PEG10 is transferred to maternal cells; however, in preeclampsia, excessive PEG10 disrupts maternal vascular development by inhibiting TGF-beta signaling. CONCLUSIONS: Our study reveals the intricate epigenetic mechanisms that regulate trans-generational genetic conflict and ultimately ensure proper maternal-fetal interface formation.


Pre-Eclampsia , Trophoblasts , Vascular Remodeling , Pre-Eclampsia/genetics , Pregnancy , Female , Humans , Trophoblasts/metabolism , Vascular Remodeling/genetics , Placenta/metabolism , DNA Methylation , Epigenesis, Genetic , Endothelial Cells/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Genomic Imprinting , Transforming Growth Factor beta/metabolism , Fetal Growth Retardation/genetics , Placentation/genetics , RNA-Binding Proteins , Apoptosis Regulatory Proteins
19.
Genes Chromosomes Cancer ; 63(5): e23237, 2024 May.
Article En | MEDLINE | ID: mdl-38722212

BACKGROUND: This study investigates the potential influence of genotype and parent-of-origin effects (POE) on the clinical manifestations of Lynch syndrome (LS) within families carrying (likely) disease-causing MSH6 germline variants. PATIENTS AND METHODS: A cohort of 1615 MSH6 variant carriers (310 LS families) was analyzed. Participants were categorized based on RNA expression and parental inheritance of the variant. Hazard ratios (HRs) were calculated using weighted Cox regression, considering external information to address ascertainment bias. The findings were cross-validated using the Prospective Lynch Syndrome Database (PLSD) for endometrial cancer (EC). RESULTS: No significant association was observed between genotype and colorectal cancer (CRC) risk (HR = 1.06, 95% confidence interval [CI]: 0.77-1.46). Patients lacking expected RNA expression exhibited a reduced risk of EC (Reference Cohort 1: HR = 0.68, 95% CI: 0.43-1.03; Reference Cohort 2: HR = 0.63, 95% CI: 0.46-0.87). However, these results could not be confirmed in the PLSD. Moreover, no association was found between POE and CRC risk (HR = 0.78, 95% CI: 0.52-1.17) or EC risk (Reference Cohort 1: HR = 0.93, 95% CI: 0.65-1.33; Reference Cohort 2: HR = 0.8, 95% CI: 0.64-1.19). DISCUSSION AND CONCLUSION: No evidence of POE was detected in MSH6 families. While RNA expression may be linked to varying risks of EC, further investigation is required to explore this observation.


Colorectal Neoplasms, Hereditary Nonpolyposis , DNA-Binding Proteins , Genotype , Phenotype , Humans , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Female , Male , DNA-Binding Proteins/genetics , Middle Aged , Adult , Germ-Line Mutation , Aged , Genetic Predisposition to Disease , Endometrial Neoplasms/genetics , Endometrial Neoplasms/pathology
20.
Zhonghua Yu Fang Yi Xue Za Zhi ; 58(5): 665-672, 2024 May 06.
Article Zh | MEDLINE | ID: mdl-38715507

To investigate the expression of mRNA in esophageal cancer (ESCA) tissues and its potential and diagnostic and prognostic value by high-throughput sequencing data. Using the Cancer Genome Atlas Program (TCGA) database in USA by integrative bioinformatics analysis methods, the gene expression profiles and clinical data of 173 patients with ECSA were collected. The mRNA expression levels in ESCA tissue and para-cancerous tissue samples were analyzed using DESeq2, edgeR and limma to screen the differentially expressed genes (DEGs). DEGs-related protein network diagrams were drawn. GO and KEGG function enrichment analysis were performed and the hub genes were screened and the survival analysis of hub genes was analyzed. Genes related to the prognosis of ESCA were selected and their prognostic value in ESCA was analyzed. Finally, the receiver operating characteristic curve was drawn to evaluate its diagnostic value. The results showed that using TCGA cancer data, a total of 620 up-regulated DEGs and 668 down-regulated DEGs with significant differential expression between ESCA and para-cancerous tissues were screened. DEGs were mainly involved in receptor complexes, ubiquitin ligase complexes, etc., playing GTPase activity, phospholipid binding, and other molecular functions, and participating in the regulation of intracellular substance transport, small molecule metabolism, and other biological processes. Protein functional enrichment analysis showed that these proteins were mainly enriched in the IL-17 signaling pathway, TNF signaling pathway, Toll-like receptor signaling pathway, Epstein-Barr virus infection, neutrophil extracellular trap formation, and other pathways involved in the formation and development process of ESCA. Survival analysis showed that the overall survival rate of ESCA patients with high expression of KIF4A, RAD51AP1, and CDKN3 was significantly shortened, and the difference was statistically significant (P<0.05). Furthermore, the areas under the curve (AUC) of KIF4A, RAD51AP1, and CDKN3 for diagnosing esophageal cancer were 0.956, 0.951 and 0.979, respectively, with sensitivities and specificities both exceeding 80%. Additionally, ROC results of the combined diagnostic model of these three genes showed an AUC of 0.979, with sensitivities and specificities of 0.914 and 1, respectively. This indicates that KIF4A, RAD51AP1 and CDKN3 have individual or combined auxiliary diagnostic value for ESCA. In conclusion, KIF4A, RAD51AP1 and CDKN3 have high diagnostic efficiency for ESCA, and their increased expression is closely related to the prognosis, suggesting that these three genes could be used as auxiliary diagnostic and prognostic factors for ESCA.


Esophageal Neoplasms , Kinesins , Humans , Prognosis , Esophageal Neoplasms/genetics , Esophageal Neoplasms/metabolism , Kinesins/genetics , Kinesins/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Computational Biology/methods , Gene Expression Regulation, Neoplastic , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Gene Expression Profiling , RNA, Messenger/genetics , RNA, Messenger/metabolism , Protein Interaction Maps , RNA-Binding Proteins
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