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1.
Neoplasma ; 70(6): 733-746, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38014700

ABSTRACT

F-box and WD repeat domain containing 7 (FBXW7) is an aboriginal and high-frequency mutant gene associated with esophageal squamous cell carcinoma (ESCC). This study was designed to determine the clinical value and molecular mechanisms of FBXW7 in the development of ESCC. The clinical significance of FBXW7 was analyzed in ESCC from TCGA data. The effects of FBXW7 on proliferation, colony formation, migration and invasion, angiogenesis, and apoptosis were tested in ESCC cells. PCR-array, sphere formation assay, and quantitative real-time polymerase chain reaction (qPCR) were used to explore the mechanism of FBXW7. FBXW7 was a significantly mutated gene in ESCC. It was an independent and potential predictor for survival in ESCC patients. In addition, FBXW7 overexpression significantly inhibited ESCC cell proliferation, migration, invasion, angiogenesis, and promoted cell apoptosis. PCR array revealed that FBXW7 overexpression leads to a significant change of gene expressions associated with angiogenesis, cell senescence, and DNA damage and repair. Sphere formation assay and qPCR showed FBXW7 was associated with ESCC stem cell formation. Our results suggest that FBXW7 may act as a tumor suppressor by repressing cancer stem cell formation and regulating tumor angiogenesis, cell senescence, DNA damage, and repair in ESCC.


Subject(s)
Carcinoma, Squamous Cell , Esophageal Neoplasms , Esophageal Squamous Cell Carcinoma , MicroRNAs , Humans , Esophageal Squamous Cell Carcinoma/genetics , F-Box-WD Repeat-Containing Protein 7/genetics , F-Box-WD Repeat-Containing Protein 7/metabolism , Carcinoma, Squamous Cell/genetics , Esophageal Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation/genetics , Cell Movement/genetics , Gene Expression Regulation, Neoplastic , MicroRNAs/genetics
2.
Cent Eur J Immunol ; 48(2): 111-125, 2023.
Article in English | MEDLINE | ID: mdl-37692032

ABSTRACT

Introduction: At present, cancer remains a persistent public health challenge facing the whole world. Studies have found that PTPN21 is associated with the development of cancer. However, the prognostic potential of PTPN21 in pan-cancer remains unclear. In this work, we aimed to analyze the expression and prognostic value of PTPN21 in pan-cancer and to further study the relationship between PTPN21 and immune infiltration. Material and methods: TCGA and GEO data were used for expression and survival analysis. Genetic alterations in PTPN21 from TCGA cancer were studied in cBioPortal. TIMER2 was used to evaluate the correlation between PTPN21 expression and immune infiltration. The R packages "ggplot2" and "clusterProfiler" were used for GO and KEGG analysis. Results: PTPN21 was found to be a valuable diagnostic biomarker in multiple cancers, including bladder urothelial carcinoma (BLCA), kidney renal clear cell carcinoma (KIRC), kidney renal papillary cell carcinoma (KIRP), and lung squamous cell carcinoma (LUSC). In addition, we observed that PTPN21 expression was associated with a variety of tumor mutations. Our results indicated a correlation between PTPN21 expression and immune infiltration. Enrichment analysis showed that PTPN21 was mainly involved in the regulation of neuroactive ligand-receptor interaction. Conclusions: Our study showed that PTPN21 expression is associated with clinical prognosis, mutation, and immune infiltration of tumors. PTPN21 may be a potential biomarker for many cancers, especially in KIRC.

3.
Cancer Sci ; 114(1): 91-104, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36056599

ABSTRACT

Cell division cycle associated 7 (CDCA7) is a copy number amplification gene that contributes to the metastasis and invasion of tumors, including esophageal squamous cell carcinoma (ESCC). This present study aimed at clarifying whether high expression of CDCA7 promotes the metastasis and invasion of ESCC cell lines and exploring the underlying mechanisms implicated in epithelial-mesenchymal transition (EMT) of ESCC. The role of CDCA7 in the regulation of ESCC metastasis and invasion was evaluated using ESCC cell lines. Expression of EMT-related markers including E-cadherin, N-cadherin, Vimentin, Snail, and Slug, transforming growth factor ß (TGF-ß) signaling pathway including Smad2/3, p-Smad2/3, Smad4, and Smad7 were detected in CDCA7 knockdown and overexpressed cell lines. Dual-luciferase reporter assay and rescue assay were used to explore the underlying mechanisms that CDCA7 contributed to the metastasis and invasion of ESCC. High CDCA7 expression significantly promoted the metastasis and invasion of ESCC cell lines both in vivo and in vitro. Additionally, the expression of CDCA7 positively correlated with the expression of N-cadherin, Vimentin, Snail, Slug, TGF-ß signaling pathway and negatively correlated with the expression of E-cadherin. Furthermore, CDCA7 transcriptionally regulated the expression of Smad4 and Smad7. Knockdown of CDCA7 inhibited the TGF-ß signaling pathway and therefore inhibited EMT. Our data indicated that CDCA7 was heavily involved in EMT by regulating the expression of Smad4 and Smad7 in TGF-ß signaling pathway. CDCA7 might be a new therapeutic target in the suppression of metastasis and invasion of ESCC.


Subject(s)
Esophageal Neoplasms , Esophageal Squamous Cell Carcinoma , Humans , Esophageal Squamous Cell Carcinoma/genetics , Transforming Growth Factor beta/metabolism , Vimentin/genetics , Vimentin/metabolism , Esophageal Neoplasms/pathology , Epithelial-Mesenchymal Transition/genetics , Cell Line, Tumor , Cadherins/genetics , Cadherins/metabolism , Cell Movement/genetics , Gene Expression Regulation, Neoplastic , Smad4 Protein/genetics , Smad4 Protein/metabolism , Nuclear Proteins/genetics , Smad7 Protein/genetics , Smad7 Protein/metabolism
4.
Nat Commun ; 13(1): 6296, 2022 10 22.
Article in English | MEDLINE | ID: mdl-36272974

ABSTRACT

Esophageal squamous cell carcinoma (ESCC) demonstrates high genome instability. Here, we analyze 528 whole genomes to investigate structural variations' mechanisms and biological functions. SVs show multi-mode distributions in size, indicating distinct mutational processes. We develop a tool and define five types of complex rearrangements with templated insertions. We highlight a type of fold-back inversion, which is associated with poor outcomes. Distinct rearrangement signatures demonstrate variable genomic metrics such as replicating time, spatial proximity, and chromatin accessibility. Specifically, fold-back inversion tends to occur near the centrosome; TD-c2 (Tandem duplication-cluster2) is significantly enriched in chromatin-accessibility and early-replication region compared to other signatures. Analyses of TD-c2 signature reveal 9 TD hotspots, of which we identify a hotspot consisting of a super-enhancer of PTHLH. We confirm the oncogenic effect of the PTHLH gene and its interaction with enhancers through functional experiments. Finally, extrachromosomal circular DNAs (ecDNAs) are present in 14% of ESCCs and have strong selective advantages to driver genes.


Subject(s)
Carcinoma, Squamous Cell , Esophageal Neoplasms , Esophageal Squamous Cell Carcinoma , Humans , Esophageal Squamous Cell Carcinoma/genetics , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Chromatin/genetics , China , DNA, Circular
5.
Environ Technol ; : 1-12, 2022 Jul 25.
Article in English | MEDLINE | ID: mdl-35793158

ABSTRACT

In this paper, the hydrophilic UiO-66-NH2 nanomaterial was synthesized by the solvent-thermal method and characterized. Then, UiO-66-NH2 was introduced into the casting membrane solution of cellulose acetate (CA) forward osmosis (FO) membrane, and CA/UiO-66-NH2 forward osmosis membrane was prepared by the phase inversion method. The optimum preparation conditions of CA/UiO-66-NH2 mixed matrix membranes were determined as follows: the content of UiO-66-NH2 was 0.4 wt%, the coagulation bath temperature was 35°C, the mixing temperature was 50°C and the heat treatment temperature was 50°C. FTIR, SEM, water contact angle and AFM were carried out on CA/UiO-66-NH2 forward osmosis membrane prepared under the best preparation conditions. Compared to the CA forward osmosis membrane, the permeability and selectivity of the CA/UiO-66-NH2 membrane were improved. The water flux and reverse salt flux of the CA/UiO-66-NH2 forward osmosis membrane reached 52.32 L/(m2·h) and 2.43 g/(m2·h), respectively. The permeability selectivity of CA membranes and CA/UiO-66-NH2 membranes did not change much during 180 min, indicating that the two membranes had good long-term stability. This study shows a potential advantage of UiO-66-NH2 as additives for improvement in the desalination performance of forward osmosis membranes.

6.
Cell Death Discov ; 8(1): 182, 2022 Apr 08.
Article in English | MEDLINE | ID: mdl-35396552

ABSTRACT

Family with sequence similarity 84, member B (FAM84B) is a significant copy number amplification gene in the 8q24.21 locus identified by our previous WGS study in esophageal squamous cell carcinoma (ESCC). However, its clinical relevance and potential mechanisms have been elusive. Here, we performed the association analyses between FAM84BAmp and clinicopathological features using 507 ESCC samples. The results indicated that, compared with the FAM84Bnon-Amp patients, the FAM84BAmp patients showed a more aggressive and a worse prognosis. A significant correlation was discovered between the expression level of FAM84B and FAM84BAmp in the ESCC cohort. Furthermore, we found that the forced expression change of FAM84B can influence ESCC cell proliferation and cell-cycle status, which is probably mediated by NPM1. A direct interaction between FAM84B and the C-terminal (189-294aa) of NPM1 was identified, which increased the NPM1 nuclear expression. Over-expression of NPM1 could inhibit the CDKN2A protein expression, which might affect the ESCC cell cycle. Our results indicate FAM84B CNA may be a potential diagnostic and therapeutic biomarker in ESCC, meanwhile, reveal a novel mechanism of FAM84B that promotes tumorigenesis via interacting with NPM1 and suppressing CDKN2A.

7.
Membranes (Basel) ; 12(2)2022 Jan 21.
Article in English | MEDLINE | ID: mdl-35207046

ABSTRACT

Forward osmosis membranes have a wide range of applications in the field of water treatment. However, the application of seawater desalination is restricted, so the research of forward osmosis membranes for seawater desalination poses new challenges. In this study, zeolitic imidazolate framework-8 (ZIF-8) was synthesized by a mechanical stirring method, and its crystal structure, surface morphology, functional group characteristics, thermochemical stability, pore size distribution and specific surface area were analyzed. The cellulose acetate (CA)/ZIF-8 mixed matrix forward osmosis membrane was prepared by using the synthesized ZIF-8 as a modified additive. The effects of the additive ZIF-8 content, coagulation bath temperature, mixing temperature and heat treatment temperature on the properties of the CA/ZIF-8 forward osmosis membrane were systematically studied, and the causes were analyzed to determine the best membrane preparation parameters. The structure of the CA membrane and CA/ZIF-8 mixed matrix forward osmosis membranes prepared under the optimal conditions were characterized by Fourier Transform infrared spectroscopy (FTIR), Scanning electron microscopy (SEM), contact angle and Atomic force microscope (AFM). Finally, the properties of the HTI membrane (Membrane manufactured by Hydration Technology Innovations Inc.), CA forward osmosis membrane and CA/ZIF-8 mixed matrix forward osmosis membrane were compared under laboratory conditions. For the CA membrane, the water flux and reverse salt flux reached 48.85 L·m-2·h-1 and 3.4 g·m-2·h-1, respectively. The reverse salt flux and water flux of the CA/ZIF-8 membrane are 2.84 g·m-2·h-1 and 50.14 L·m-2·h-1, respectively. ZIF-8 has a promising application in seawater desalination.

9.
Front Oncol ; 11: 734655, 2021.
Article in English | MEDLINE | ID: mdl-34737951

ABSTRACT

BACKGROUND: CDCA7 is a copy number amplified gene identified not only in esophageal squamous cell carcinoma (ESCC) but also in various cancer types. Its clinical relevance and underlying mechanisms in ESCC have remained unknown. METHODS: Tissue microarray data was used to analyze its expression in 179 ESCC samples. The effects of CDCA7 on proliferation, colony formation, and cell cycle were tested in ESCC cells. Real-time PCR and Western blot were used to detect the expression of its target genes. Correlation of CDCA7 with its target genes in ESCC and various SCC types was analyzed using GSE53625 and TCGA data. The mechanism of CDCA7 was studied by chromatin immunoprecipitation (ChIP), luciferase reporter assays, and rescue assay. RESULTS: The overexpression of CDCA7 promoted proliferation, colony formation, and cell cycle in ESCC cells. CDCA7 affected the expression of cyclins in different cell phases. GSE53625 and TCGA data showed CCNA2 expression was positively correlated with CDCA7. The knockdown of CCNA2 reversed the malignant phenotype induced by CDCA7 overexpression. Furthermore, CDCA7 was found to directly bind to CCNA2, thus promoting its expression. CONCLUSIONS: Our results reveal a novel mechanism of CDCA7 that it may act as an oncogene by directly upregulating CCNA2 to facilitate tumor progression in ESCC.

13.
Int J Med Sci ; 17(13): 2013-2023, 2020.
Article in English | MEDLINE | ID: mdl-32788880

ABSTRACT

Non-muscle myosin heavy chain 9 (MYH9) is one novel low frequency mutated gene identified in esophageal squamous cell carcinoma (ESCC) using next-generation sequencing. However, its clinical relevance, potential function and mechanisms remain elusive. Methods: Genomic sequencing datas from 104 esophageal squamous cell carcinoma (ESCC) cases were screened a series of low frequency mutant genes. MYH9 was selected to further analyze its clinical significance, function and PCR-array was performed to explore its potential mechanism. Results: MHY9 is a low frequency mutant gene with a mutation frequency of 2.88% in ESCC. Immunohistochemical analysis showed that MYH9 expression was significantly higher in ESCC tumor tissues, and the expression levels were associated with lymph node metastasis of ESCC patients. Moreover, we found that MYH9 knock-down led to inhibition of cell migration and invasion. PCR-array showed MYH9 knockdown led to a significant change of genes expression associated with angiogenesis and epithelial-to-mesenchymal transition (EMT). This observation is further confirmed in TCGA database of LUSC (lung squamous cell carcinoma), CESC (cervical squamous cell carcinomas) and HNSC (head and neck squamous cell carcinoma). Conclusions: Collectively, our study identifies a novel role and mechanism of MYH9, highlights a significance of MYH9 as a metastatic biomarker, and offers potential therapeutic targets for ESCC patients harboring MYH9 mutations.


Subject(s)
Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma/pathology , Myosin Heavy Chains/genetics , Neovascularization, Pathologic/genetics , Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Cell Line, Tumor , Cell Movement , Epithelial-Mesenchymal Transition/physiology , Esophageal Neoplasms/blood supply , Esophageal Neoplasms/genetics , Esophageal Squamous Cell Carcinoma/blood supply , Esophageal Squamous Cell Carcinoma/genetics , Female , Gene Expression Regulation, Neoplastic , Humans , Lymphatic Metastasis , Male , Middle Aged , Mutation , Myosin Heavy Chains/metabolism , Neovascularization, Pathologic/pathology , Prognosis
15.
Cell Res ; 30(10): 902-913, 2020 10.
Article in English | MEDLINE | ID: mdl-32398863

ABSTRACT

Esophageal squamous cell carcinoma (ESCC) is a poor-prognosis cancer type with limited understanding of its molecular etiology. Using 508 ESCC genomes, we identified five novel significantly mutated genes and uncovered mutational signature clusters associated with metastasis and patients' outcomes. Several functional assays implicated that NFE2L2 may act as a tumor suppressor in ESCC and that mutations in NFE2L2 probably impaired its tumor-suppressive function, or even conferred oncogenic activities. Additionally, we found that the NFE2L2 mutations were significantly associated with worse prognosis of ESCC. We also identified potential noncoding driver mutations including hotspot mutations in the promoter region of SLC35E2 that were correlated with worse survival. Approximately 5.9% and 15.2% of patients had high tumor mutation burden or actionable mutations, respectively, and may benefit from immunotherapy or targeted therapies. We found clinically relevant coding and noncoding genomic alterations and revealed three major subtypes that robustly predicted patients' outcomes. Collectively, we report the largest dataset of genomic profiling of ESCC useful for developing ESCC-specific biomarkers for diagnosis and treatment.


Subject(s)
Esophageal Neoplasms/genetics , Esophageal Squamous Cell Carcinoma/genetics , Genes, Tumor Suppressor , NF-E2-Related Factor 2/genetics , Adult , Aged , Biomarkers, Tumor/genetics , Cohort Studies , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Membrane Transport Proteins/genetics , Middle Aged , Mutation , Nerve Tissue Proteins/genetics , Prognosis , Promoter Regions, Genetic
16.
Cell Death Dis ; 11(4): 296, 2020 04 27.
Article in English | MEDLINE | ID: mdl-32341351

ABSTRACT

ZNF750 is one novel significantly mutated gene identified in esophageal squamous cell carcinoma (ESCC) using next-generation sequencing. However, its clinically relevant and potential mechanisms have remained elusive. Using genomic sequencing of 612 ESCC patients, we analyzed the associations of ZNF750 mutations with clinicopathologic features and its prognostic value. We further investigated the function and underlying mechanism of ZNF750 in angiogenesis. The results showed ZNF750 mutations/deletions are significantly associated with malignant progression and poor prognosis of ESCC patients. Decreased ZNF750 in ESCC cells induces enhanced angiogenesis of human umbilical vein endothelial cells (HUVECs) and human arterial endothelial cells (HAECs), and the effect may be indirectly mediated by FOXC2. RNA-seq and ChIP shows lncRNA DANCR is a direct downstream target of ZNF750. Furtherly, knockdown ZNF750 evokes DANCR expression, which prevents miR-4707-3p to interact with FOXC2 as a microRNA sponge in a ceRNA manner, leading to enhanced FOXC2 signaling and angiogenesis. In contrast, ZNF750 expression reverses the effect. Our study reveals a novel mechanism of ZNF750, highlights a significance of ZNF750 as a metastatic and prognostic biomarker, and offers potential therapeutic targets for ESCC patients harboring ZNF750 mutations.


Subject(s)
Biomarkers, Tumor/metabolism , Esophageal Squamous Cell Carcinoma/genetics , Forkhead Transcription Factors/metabolism , Transcription Factors/metabolism , Aged , Cell Line, Tumor , Cell Proliferation , Esophageal Squamous Cell Carcinoma/pathology , Humans , Middle Aged , Tumor Suppressor Proteins
17.
Theranostics ; 10(4): 1798-1813, 2020.
Article in English | MEDLINE | ID: mdl-32042337

ABSTRACT

Background: Cancer genomic studies have identified Zinc Finger Protein 750 (ZNF750) was a novel significantly mutated gene in esophageal squamous cell carcinoma (ESCC). This study was designed to determine the clinical value and molecular mechanisms of ZNF750 in the development of ESCC. Methods: Genomic data from 4 reported ESCC cohorts were used to analyze the mutation profile of ZNF750. Tissue microarrays were used to detect its expression in 308 ESCC samples. Furtherly, the effects of ZNF750 on proliferation, colony formation, migration and invasion were tested in ESCC cells. PCR-array, chromatin immunoprecipitation (ChIP), luciferase reporter assays, and rescue assay were used to explore the mechanism of ZNF750. Correlation of ZNF750 with its target genes was analyzed in TCGA data from various SCC types. Results: ZNF750 was frequently mutated in ESCC and the most common type was nonsense mutation. Its nucleus/cytoplasm ratio in ESCC was significantly lower than that in paired non-tumor tissues; it was an independent and potential predictor for survival in ESCC patients. Furtherly, ZNF750 knockdown significantly promoted proliferation, colony formation, migration and invasion in ESCC cells. PCR-array showed epithelial-to-mesenchymal transition (EMT) was the main biologic process affected by ZNF750. Moreover, ZNF750 directly bound to the promoter region of SNAI1 and depressed its activity. Decreased ZNF750 up-regulated SNAI1 expression and promoted EMT phenotype. SNAI1 knockdown partially reversed the malignant phenotype induced by ZNF750 knockdown. Further TCGA data analyses showed ZNF750 expression was positively correlated with E-cadherin and negatively correlated with SNAI1, N-cadherin and Vimentin in ESCC and other SCC samples. Conclusion: Our results suggest that ZNF750 may act as a tumor suppressor by directly repressing SNAI1 and inhibiting EMT process in ESCC and other types of SCC.


Subject(s)
Epithelial-Mesenchymal Transition/genetics , Esophageal Squamous Cell Carcinoma/genetics , Snail Family Transcription Factors/metabolism , Transcription Factors/genetics , Adult , Aged , Cadherins/metabolism , Cell Line, Tumor/metabolism , Cell Movement/genetics , Cell Proliferation/genetics , Codon, Nonsense , Esophageal Squamous Cell Carcinoma/mortality , Female , Genes, Tumor Suppressor/physiology , Humans , Male , Middle Aged , Neoplasm Invasiveness , Neoplasm Staging/methods , Prognosis , Tissue Array Analysis/methods , Transcription Factors/metabolism , Tumor Suppressor Proteins , Vimentin/metabolism
18.
Breast Cancer ; 27(3): 464-476, 2020 May.
Article in English | MEDLINE | ID: mdl-31919642

ABSTRACT

BACKGROUND: Splicing factor 3b subunit 1 (SF3B1) was frequently reported to be significantly mutated in breast cancer. However, the status of SF3B1 expression, its function and molecular consequence in breast cancer remained unreported. METHODS: Immunohistochemistry was used to assess SF3B1expression in 110 breast cancer samples. SF3B1 knock­down in ZR-75-30 and MDA-MB-231 cells was performed by shRNA transfection. The expression of SF3B1 in cells was detected by quantitative real­time PCR and western blot. Cell proliferation ability was determined by MTT and colony formation assay. Migration and invasion were determined by transwell assay. Flow cytometry was performed to investigate cell cycle and apoptosis. RNA-sequencing was performed to examine differentially expressed genes and affected alternative splicing events. RESULTS: SF3B1 is overexpressed in breast cancer tissues compared with normal tissues. Overexpression of SF3B1 is associated with lymph node metastasis. SF3B1 knockdown in MDA-MB-231 and ZR-75-30 breast cancer cells significantly induced the suppression of proliferation, migration, invasion and also enhancement of apoptosis. RNA-sequencing data revealed that 860 genes were significantly up-regulated and 776 genes were significantly down-regulated upon SF3B1 knockdown. Differentially expressed genes enriched in the signaling pathways including Ras signaling pathway; cytokine receptor interaction; tight junction; MAPK signaling pathway, Glycine, serine and threonine metabolism. Alternative splicing analysis revealed that exon skipping (SKIP) and cassette exons (MSKIP) were the most common molecular effect upon SF3B1 knockdown. CONCLUSIONS: Our study suggests that SF3B1 may be an important molecular target for breast cancer treatment and provides a new clue for clinical treatment of breast cancer.


Subject(s)
Alternative Splicing , Biomarkers, Tumor/genetics , Breast Neoplasms/pathology , Cell Movement , Cell Proliferation , Phosphoproteins/antagonists & inhibitors , RNA Splicing Factors/antagonists & inhibitors , RNA, Small Interfering/genetics , Apoptosis , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Female , Gene Expression Regulation, Neoplastic , Humans , Neoplasm Invasiveness , Phosphoproteins/genetics , Phosphoproteins/metabolism , RNA Interference , RNA Splicing Factors/genetics , RNA Splicing Factors/metabolism , Tumor Cells, Cultured
19.
J Cancer ; 10(22): 5413-5426, 2019.
Article in English | MEDLINE | ID: mdl-31632486

ABSTRACT

E1A Binding Protein P300 (EP300) is one of the mutations of genes involved in histone modifications in esophageal squamous cell carcinoma (ESCC). However, its clinical relevance, potential function and mechanisms have remained elusive. Methods: Genomic sequencing datas from 325 esophageal squamous cell carcinoma (ESCC) cases were integrated and screened a series of frequently mutated histone modifier genes. EP300 was selected to further analyze its clinical significance, function and RNA-sequencing was performed to explore its potential mechanism. Results: Of 35 histone modifier genes, EP300 was not only a significantly mutated gene but also a frequently mutated gene with a mutation frequency of more than 10% in ESCC. EP300 mutation was associated with tumor grade, pathological T stage and lymph node metastasis, predicting a shorter cumulative survival status. Immunohistochemical analysis showed that EP300 expression was significantly higher in ESCC tumor tissues, and the expression levels were associated with poor survival of ESCC patients. Moreover, we found that EP300 knockdown led to inhibition of cell proliferation, colony formation, migration and invasion. RNA-sequencing showed EP300 knockdown led to a significant change of genes expression associated with angiogenesis, hypoxia and epithelial-to-mesenchymal transition (EMT). Conclusions: Taken together, our study identified a novel role and mechanism of EP300 in ESCC and provided epigenetic therapeutic strategies for the treatment of ESCC.

20.
Cells ; 8(5)2019 05 23.
Article in English | MEDLINE | ID: mdl-31126166

ABSTRACT

As a typical biomedical detection task, nuclei detection has been widely used in human health management, disease diagnosis and other fields. However, the task of cell detection in microscopic images is still challenging because the nuclei are commonly small and dense with many overlapping nuclei in the images. In order to detect nuclei, the most important key step is to segment the cell targets accurately. Based on Mask RCNN model, we designed a multi-path dilated residual network, and realized a network structure to segment and detect dense small objects, and effectively solved the problem of information loss of small objects in deep neural network. The experimental results on two typical nuclear segmentation data sets show that our model has better recognition and segmentation capability for dense small targets.


Subject(s)
Cell Nucleus , Deep Learning , Image Processing, Computer-Assisted/methods , Computer Storage Devices , Eosine Yellowish-(YS)/chemistry , Hematoxylin/chemistry , Humans , Logistic Models , Microscopy, Fluorescence , Models, Biological , Staining and Labeling
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