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1.
J Interferon Cytokine Res ; 42(5): 220-234, 2022 05.
Article in English | MEDLINE | ID: mdl-35576491

ABSTRACT

Immune-associated biomarkers can predict lung metastases from colorectal cancer. Differentially expressed genes (DEGs) were screened from sample data extracted from gene expression omnibus (GEO) database. The DEGs were screened from the lung metastasis (LM) and primary cancer (PC) groups of the Moffitt Cancer Center cohort dataset. Then, the tumor immune microenvironment and abundance of immune cell infiltration analyses were performed, and the immune-related DEGs were retrieved. In addition, the transcription factor (TF)-miRNA-mRNA network was constructed and enrichment analyses of the immune-related DEGs and upregulated and downregulated DEGs were carried out. Then, the protein-protein interaction (PPI) network was conducted and the drug-gene interaction was predicted. A total of 268 DEGs were screened. The Immune_Score of samples in the LM group was significantly higher compared with the PC group. The infiltration ratio of M0 macrophages and M2 macrophages of samples was higher than others. A total of 54 immune-related DEGs in M0 macrophages were screened. Moreover, the TF-miRNA-mRNA network was constructed among 8 miRNA-mRNA and 50 TF-mRNA, and the secreted phosphoprotein 1 was regulated by 12 TFs, and the oxidized low-density lipoprotein receptor 1 was regulated by 3 miRNAs and 3 TFs. The TF SAM pointed domain containing ETS TF was also a downregulated DEG. The Kyoto Encyclopedia of Genes and Genomes pathway analysis showed that the DEGs in the TF-miRNA-mRNA network were mainly involved in the interleukin-7 signaling pathway and cell adhesion molecules. In total, 23 protein interactions in this PPI network of M0 macrophage cells were involved in 27 mRNAs. There were 38 drug-gene interactions of immune-related DEGs of M0 macrophage cells predicted to contain 34 small molecule drugs and 8 mRNAs. Finally, the CON cohort dataset verified that the infiltration ratio of M0 and M2 macrophages of the samples was higher.


Subject(s)
Biomarkers, Tumor , Colorectal Neoplasms , Lung Neoplasms , MicroRNAs , Biomarkers, Tumor/immunology , Colorectal Neoplasms/genetics , Computational Biology , Gene Expression Profiling , Gene Regulatory Networks , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Lung Neoplasms/secondary , MicroRNAs/genetics , MicroRNAs/metabolism , RNA, Messenger/genetics , Transcription Factors/metabolism , Tumor Microenvironment
2.
World J Surg Oncol ; 20(1): 2, 2022 Jan 04.
Article in English | MEDLINE | ID: mdl-34980144

ABSTRACT

BACKGROUND: Liver cancer is one of the most common malignant tumors in the world. T cell-mediated antitumor immune response is the basis of liver cancer immunotherapy. OBJECTIVE: To screen and analyze the RNAs associated with activated memory CD4 T cells and CD8 T cells in liver cancer. METHODS: ESTIMATE was used to calculate the stromal and immune scores of tumor samples, which were downloaded from The Cancer Genome Atlas (TCGA). The differentially expressed genes (DEGs) in high and low stromal and immune scores were screened, followed by functional enrichment of overlapped DEGs. We then conducted a survival analysis to identify immune-related prognostic indicators and constructed protein-protein interaction (PPI) networks and ceRNA networks. Finally, chemical small-molecule-target interaction pairs associated with liver cancer were screened. RESULTS: A total of 55,955 stromal-related DEGs and 1811 immune-related DEGs were obtained. The 1238 overlapped DEGs were enriched in 1457 biological process terms and 74 KEGG pathways. In addition, a total of 120 activated memory CD4 T cell-related genes and 309 CD8 T cell-related genes were identified. The survival analysis revealed that upregulated expression of T cell-related genes including EOMES, CST7, and CD5L indicated the favorable prognosis of liver cancer. EOMES was regulated by has-miR-23b-3p and has-miR-23b-3p was regulated by lncRNA AC104820.2 in the ceRNA network of activated memory CD4 T cell-related genes. In addition, EOMES was regulated by has-miR-23a-3p and has-miR-23a-3p was regulated by lncRNA AC000476.1 in the ceRNA network of CD8 T cells. CONCLUSION: T cell-related RNAs EOMES, CST7, CD5L, has-miR-23b-3p, and has-miR-23a-3p may be associated with the prognosis of liver cancer. And the molecular characteristics of these T cell-related genes were plotted.


Subject(s)
Liver Neoplasms , MicroRNAs , CD8-Positive T-Lymphocytes , Early Detection of Cancer , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Liver Neoplasms/genetics , MicroRNAs/genetics
3.
BMC Cancer ; 21(1): 127, 2021 Feb 06.
Article in English | MEDLINE | ID: mdl-33549042

ABSTRACT

BACKGROUND: Sodium butyrate (NaB) is produced through the fermentation of dietary fiber that is not absorbed and digested by the small intestine. PURPOSE: Here, we aimed to investigate the effects of NaB on the proliferation, invasion, and metastasis of CRC cells and their potential underlying molecular mechanism(s). METHODS: The cell counting kit-8 (CCK-8) assay and EdU assay were used to detect cell proliferation ability, flow cytometry was used to investigate the induction of apoptosis and cell cycle progression, and the scratch-wound healing and transwell assays were used to evaluate cell migration and invasion, respectively. The human CRC genome information for tissues and CRC cells treated with NaB obtained from the NCBI GEO database was reannotated and used for differential RNA analysis. Functional and pathway enrichment analyses were performed for differentially expressed lncRNAs and mRNAs. A protein-protein interaction (PPI) network for the hub genes was constructed using the Cytoscape software. Targeted miRNAs were predicted based on the lnCeDB database, and a ceRNA network was constructed using the Cytoscape software. The Kaplan-Meier method was used to analyze patient prognosis using the clinical information and exon-seq data for CRC obtained from the Broad Institute's GDAC Firehose platform. RESULTS: NaB decreased the proliferation ability of CRC cells in a dose- and time-dependent manner. The number of apoptotic CRC cells increased with the increase in NaB concentrations, and NaB induced a G1 phase block in CRC cells. Moreover, NaB suppressed the migratory and invasive capabilities of CRC cells. There were 666 differentially expressed mRNAs and 30 differentially expressed lncRNAs involved in the CRC inhibition by NaB. The PPI network and ceRNA network were constructed based on the differentially expressed mRNAs and lncRNAs. Three differentially expressed mRNAs, including HMGA2, LOXL2, and ST7, were significantly correlated with the prognosis of CRC. CONCLUSION: NaB induces the apoptosis and inhibition of CRC cell proliferation, invasion, and metastasis by modulating complex molecular networks. RNA prediction and molecular network construction need to be the focus of further research in this direction.


Subject(s)
Butyric Acid/pharmacology , Cell Proliferation/drug effects , Colorectal Neoplasms/genetics , Protein Interaction Maps , Apoptosis , Cell Cycle/drug effects , Cell Line, Tumor , Cell Movement/drug effects , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Databases, Genetic , Dose-Response Relationship, Drug , G1 Phase/drug effects , Humans , Kaplan-Meier Estimate , MicroRNAs/metabolism , Neoplasm Invasiveness , Prognosis , RNA, Long Noncoding/metabolism
4.
Dis Markers ; 2020: 9369341, 2020.
Article in English | MEDLINE | ID: mdl-32626543

ABSTRACT

BACKGROUND: Thyroid carcinoma (THCA) is one of the most common malignancies of the endocrine system, which is usually treated by surgery combined with iodine-131 (I131) radiotherapy. AIMS: This study is aimed at exploring the potential targets of I131 radiotherapy in THCA. METHODS: The RNA-sequencing data of THCA in The Cancer Genome Atlas database (including 568 THCA samples) was downloaded. The differentially expressed genes (DEGs) between the tumour samples whether or not subjected to I131 radiotherapy were identified using edgeR package. Using the WGCNA package, the module that was relevant with I131 radiotherapy was selected. The intersection genes of the hub module nodes and the DEGs were obtained as hub genes, followed by the function and pathway enrichment analyses using the clusterProfiler package. Moreover, the protein-protein interaction (PPI) network for the hub genes was constructed using Cytoscape software. In addition, more important hub genes were analysed with function mining using the GenCLiP2 online tool. The qPCR analysis was used to verify the mRNA expression of more important hub genes in THCA tissues. RESULTS: There were 500 DEGs (167 upregulated and 333 downregulated) between the two groups. WGCNA analysis showed that the green module (428 nodes) exhibited the most significant correlation with I131 radiotherapy. A PPI network was built after the identification of 53 hub genes. In the PPI network, CDH5, KDR, CD34, FLT4, EMCN, FLT1, ROBO4, PTPRB, and CD93 exhibited higher degrees, which were mainly implicated in the vascular function. The relative expression of nine mRNAs in the THCA tissues treated with I131 was lower. CONCLUSION: I131 radiotherapy might exert therapeutic effects by targeting CDH5, KDR, CD34, FLT4, EMCN, FLT1, ROBO4, PTPRB, and CD93 in THCA patients.


Subject(s)
Computational Biology/methods , Gene Regulatory Networks/radiation effects , Iodine Radioisotopes/administration & dosage , Thyroid Neoplasms/radiotherapy , Data Mining , Databases, Genetic , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/radiation effects , Humans , Iodine Radioisotopes/pharmacology , Protein Interaction Maps/radiation effects , Sequence Analysis, RNA , Thyroid Neoplasms/genetics
5.
Microb Pathog ; 149: 104343, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32562813

ABSTRACT

BACKGROUND: The gut microbiome changes are related to the colorectal cancer (CRC). Chemotherapy is one of the main treatment methods for CRC. PURPOSE: To explore the effect of chemotherapy on the gut bacteria and fungi in CRC. METHODS: Total of 11 advanced CRC patients treated with the FOLFIRI regimen, 15 postoperative CRC patients treated with the XELOX regimen, and corresponding CRC patients without surgery and chemotherapy were recruited. The 16S ribosomal RNA and ITS sequences were sequenced, and bioinformatics analysis was executed to screen for the distinctive gut microbiome. RESULTS: The abundances of Veillonella, Humicola, Tremellomycetes and Malassezia were increased in postoperative CRC patients treated with the XELOX regimen. The abundances of Faecalibacterium, Clostridiales, phascolarctobacterium, Humicola and Rhodotorula were decreased, and the abundances of Candida, Magnusiomyces, Tremellomycetes, Dipodascaceae, Saccharomycetales, Malassezia and Lentinula were increased in advanced CRC patients treated with the FOLFIRI regimen. The abundances of Humicola, Rhodotorula, and Magnusiomyces were decreased, and the abundances of Candida, Tremellomycetes, Dipodascaceae, Saccharomycetales, Malassezia and Lentinula were increased in advanced CRC patients treated with the FOLFIRI regimen combined with cetuximab compared with those treated with the FOLFIRI regimen alone. CONCLUSIONS: The community structure of gut bacteria and fungi changes in chemotherapy on CRCs.


Subject(s)
Colorectal Neoplasms , Gastrointestinal Microbiome , Camptothecin/therapeutic use , Chemotherapy, Adjuvant , Colorectal Neoplasms/drug therapy , Fluorouracil/therapeutic use , Humans , Leucovorin/therapeutic use
6.
J Transl Med ; 17(1): 353, 2019 10 29.
Article in English | MEDLINE | ID: mdl-31665031

ABSTRACT

BACKGROUND: The colorectum includes ascending colon, transverse colon, descending colon, sigmoid colon, and rectum. Different sites of colorectal cancer (CRC) are different in many aspects, including clinical symptoms, biological behaviour, and prognosis. PURPOSE: This study aimed to analyse prognosis, genes, bacteria, fungi, and microbial metabolome in different sites of CRC. METHODS: The Surveillance, Epidemiology, and End Results (SEER) database and STAT were used to statistically describe and analyse the prognosis in different sites of CRC. RNA sequences of CRC from Broad Institute's GDAC Firehose were re-annotated and reanalysed based on different sites using weighted gene co-expression network analysis (WGCNA). The Kaplan-Meier method was used to analyse the prognosis and Cytoscape was used to construct a drug-target network based on DGIdb databases. Bacterial 16S V3-V4 and fungal ITS V3-V4 ribosomal RNA genes of stool samples were sequenced. Gas chromatography/mass spectrometry (GS/MS) was performed to detect the microbial metabolites in stool samples. Bioinformatics analysis was performed to compare distinct gut microorganisms and microbial metabolites between rectal and sigmoid cancers. RESULTS: The prognosis in CRC with different sites is significantly different. The closer to the anus predicted longer survival time. The difference between genes and co-expression pairs in CRC with different sites were constructed. The relative abundance of 112 mRNAs and 26 lncRNAs correlated with the sites of CRC were listed. Nine differentially expressed genes at different sites of CRC were correlated with prognosis. A drug-gene interaction network contained 227 drug-gene pairs were built. The relative abundance of gut bacteria and gut fungus, and the content of microbe-related metabolites were statistically different between rectal and sigmoid cancers. CONCLUSIONS: There are many differences in prognosis, genome, drug targets, gut microbiome, and microbial metabolome in different colorectal cancer sites. These findings may improve our understanding of the role of the CRC sites in personalized and precision medicine.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/microbiology , Adolescent , Adult , Aged , Aged, 80 and over , Colorectal Neoplasms/pathology , Female , Gastrointestinal Microbiome/genetics , Gastrointestinal Microbiome/physiology , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Genome, Human , Humans , Kaplan-Meier Estimate , Male , Metabolome , MicroRNAs/genetics , Middle Aged , Prognosis , RNA, Long Noncoding/genetics , SEER Program , Translational Research, Biomedical , Young Adult
7.
RSC Adv ; 9(54): 31413-31424, 2019 Oct 01.
Article in English | MEDLINE | ID: mdl-35527927

ABSTRACT

Oxaliplatin resistance reduces the efficacy of chemotherapy for colorectal cancer (CRC). This study aimed to screen molecular targets of oxaliplatin resistance in CRC to construct a ceRNA network. The differentially expressed mRNA and lncRNA between the oxaliplatin-resistant and oxaliplatin-sensitive colon cancer cell lines was determined using RNA sequencing data (no. GSE42387) from the NCBI GEO database. Gene Ontology BP (biological process) and KEGG pathway enrichment analyses were used to analyze the function and pathway enrichment of the differentially expressed mRNA and lncRNA. The lnCeDB and starBase v2.0 were used to predict miRNA, and Cytoscape software was used to build a ceRNA network. The top 5 mRNA, miRNAs, and lncRNAs with high degrees of connectivity in the ceRNA network were validated by qPCR. TCGA colon cancer clinical data was used to perform a survival analysis of patients with differential mRNA and lncRNA expression. Between the two groups, 2515 mRNAs and 23 lncRNAs were differentially expressed. We constructed a ceRNA network containing 503 lncRNA-miRNA-mRNA regulatory pairs, 210 lncRNA-miRNA pairs, 382 miRNA-mRNA pairs, and 212 mRNA co-expression pairs. The differentially expressed lncRNA, miRNA and mRNA were verified by qPCR. One lncRNA (HOTAIR) and 14 mRNAs significantly correlated with patient prognosis. The discovery of differentially expressed genes and the construction of ceRNA networks will provide important resources for the search for therapeutic targets of oxaliplatin resistance. Moreover, this resource will aid the discovery of the mechanisms behind this type of drug resistance.

8.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-778810

ABSTRACT

The bile duct is the channel for bile transport in the liver, and the lining epithelial cells in the bile duct have functional and morphological heterogeneity and are the target of various bile duct diseases. In addition to bile metabolism and secretion, biliary epithelial cells are also involved in tissue damage and repair. Biliary epithelial cells have an immune barrier function and can secrete different proinflammatory factors and chemokines. Under the stimulation of endogenous and exogenous factors, biliary epithelial cells present immune reactivity and initiate immune response in the host. This article reviews the current status of research on bile duct lesions and related liver diseases.

9.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-663576

ABSTRACT

Objective To systematically explore students'perception of roles of clinical tutors and to identify different types of perception, so as to provide suggestions to promote the implementation of clinical tutorial system. Methods The study used Q-methodology, which was a combination of qualitative and quantitative research method. Through semi-structured interviews with 13 students, a Q discussion of 48 entries was formed. Forty undergraduate students majored in nursing who had participated in clinical tutorial system at least one year were asked to rank 48 statements according to their relative importance. Results Undergraduate nursing students′ cognition on the role of clinical tutors could be divided into four types. Type 1 "Lighthouse", types 2 "alienation", type 3 "help", type 4"experience type". There were differences and similarities between these types. They were in favor of clinical instructors in their professional specialty, also believed that the relationship between how to coordinate with the doctor,a clinical instructor did not give guidance. Conclusions There are four types of the cognition on clinical tutor role. The students generally accepted the role of clinical tutors. The degree of cognition are different.

10.
China Medical Equipment ; (12): 85-86,87, 2013.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-573330

ABSTRACT

Objective:According to the existing problems on research instruments management in medical colleges, we proposed the reasonable purchasing and application advices and how to improve the efficiency. Methods: Aiming at the use and management of instruments of teaching and researching in universities, this paper expounds how to reasonably purchase and improve the use efficiency of large-scale instruments. Results:Five suggestions were proposed. Conclusion: To give full play to the investment benefit and its important role of large-scale instruments in the teaching and scientific research.

11.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-582077

ABSTRACT

The content of carboxylate ions in marine sulfate polysaccharide 911 was determined by conductometric titration. In the mean while, the sample was transformed with cation exchange resin,the molar ratio of sufate ions to carboxylate ions was determined. The results showed that conductometric titration is a simple,rapid and accurate method.

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