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1.
PLoS One ; 14(9): e0222999, 2019.
Article in English | MEDLINE | ID: mdl-31560714

ABSTRACT

Immunotherapy shows a promise for treating glioblastoma (GBM), the most malignant and immunosuppressive glioma. The mesenchymal phenotype of cancer cells was frequently reported to be associated with their induction of immunosuppression within the cancer microenvironment. Overexpressed insulin-like growth factor binding protein 2 (IGFBP2) promotes GBM cell migration and invasion, and contributes to glioma progression and cancer recurrence and poor survival in GBM. However, whether IGFBP2 can induce immunosuppression in GBM was not reported yet. Thus, the study applied a syngeneic mouse GBM model, human GBM samples, and cancer-immune cell co-culture experiments to investigate the effect of IGFBP2 on GBM exposed immune cells and its association with the mesenchymal induction. We found that IGFBP2 promoted the mesenchymal feature of GBM cells. The inhibition of IGFBP2 relieved immunosuppression by increasing CD8+ T and CD19+ B cells and decreasing CD163+ M2 macrophages. Further, the IGFBP2-promoted immunosuppression was associated with its induction of the mesenchymal feature of GBM cells and the inhibitory phosphorylated FcγRIIB of GBM exposed immune cells. Blocking IGFBP2 suppressed tumor growth and improved survival of tumor bearing mice in the mouse GBM model. These findings support the notion that targeting the IGFBP2 may present an effective immunotherapeutic strategy for mesenchymal GBMs.


Subject(s)
Brain Neoplasms/immunology , Glioblastoma/immunology , Insulin-Like Growth Factor Binding Protein 2/metabolism , Receptors, IgG/metabolism , Tumor Escape/immunology , Animals , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Cell Line, Tumor/transplantation , Cell Movement , Cell Proliferation , Coculture Techniques , Datasets as Topic , Disease Models, Animal , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/immunology , Gene Knockdown Techniques , Glioblastoma/mortality , Glioblastoma/pathology , Humans , Insulin-Like Growth Factor Binding Protein 2/genetics , Insulin-Like Growth Factor Binding Protein 2/immunology , Kaplan-Meier Estimate , Mice , Phosphorylation/immunology , Receptors, IgG/immunology , Tissue Array Analysis , Tumor Microenvironment/immunology
2.
Oncotarget ; 7(45): 73971-73983, 2016 Nov 08.
Article in English | MEDLINE | ID: mdl-27738332

ABSTRACT

High grade gliomas contribute to most brain tumor mortality. A few studies reported that the immune system affected glioma development, and immune biomarkers helped understand the disease and formulate effective immunotherapy for patients. Currently, no B lymphocyte-based prognostic signature was reported in gliomas. By applying 78 B cell lineage-specific genes, we conducted a whole-genome gene expression analysis in 782 high grade gliomas derived from three independent datasets by Cox regression analysis and risk score method for signature identification, and then used Gene Ontology, Gene Set Enrichment Analysis, and other statistical methods for functional annotations of the signature-defined differences. We developed a five B cell-associated gene signature for prognosis of high grade glioma patients, which is independent of clinicopathological and genetic features. The signature identified high risk patients suitable for chemoradiotherapy, whereas low risk patients should rule out chemotherapy with radiotherapy only. We found that tumors of TCGA Mesenchymal subtype and wild type IDH1 were preferentially stratified to the high risk group, which bore strong immunosuppressive microenvironment, while tumors of TCGA Proneural subtype and mutated IDH1 were significantly accumulated to the low risk group, which exhibited less immunosuppressive state. The five B cell-associated gene signature predicts poor survival of high risk patients bearing strong immunosuppression and helps select optimal therapeutic regimens for glioma patients.


Subject(s)
B-Lymphocytes/immunology , B-Lymphocytes/metabolism , Biomarkers, Tumor , Brain Neoplasms/genetics , Brain Neoplasms/immunology , Glioma/genetics , Glioma/immunology , Adult , Aged , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Combined Modality Therapy , Computational Biology/methods , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Glioma/mortality , Glioma/pathology , Humans , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Male , Middle Aged , Molecular Sequence Annotation , Neoplasm Grading , Organ Specificity/genetics , Prognosis , Proportional Hazards Models , Reproducibility of Results
3.
Cancer Res ; 74(20): 5782-94, 2014 Oct 15.
Article in English | MEDLINE | ID: mdl-25136068

ABSTRACT

Chronic infection of Mycoplasma hyorhinis (M. hyorhinis) has been postulated to be associated with several types of cancer, but its effect on patients' survival and host factors mediating its infection remain unclear. Herein, we demonstrated that M. hyorhinis p37 protein expression in gastric cancer tissues predicts poor survival and associates with metastasis. M. hyorhinis infects mammalian cells and promotes gastric cancer cell invasiveness via its membrane protein p37. Synthesized peptide corresponding to the N-terminus of p37 prevents M. hyorhinis infection. Host Annexin A2 (ANXA2) interacts with the N-terminus of p37. In addition, EGFR forms a complex with p37 and ANXA2, and is required for M. hyorhinis-induced phosphorylation and membrane recruitment of ANXA2. M. hyorhinis infection is inhibited by siRNA-mediated knockdown of ANXA2 or EGFR, but is enhanced by expression of ectopic ANXA2 or EGFR. Downstream of ANXA2 and EGFR, the NF-κB pathway is activated and mediates M. hyorhinis-driven cell migration. In conclusion, our study unveils the effect of M. hyorhinis infection on gastric cancer survival and uncovers the mechanisms by which M. hyorhinis infects mammalian cells and promotes cancer cell migration.


Subject(s)
Bacterial Outer Membrane Proteins/metabolism , Cell Movement , Mycoplasma Infections/metabolism , Mycoplasma hyorhinis/physiology , NF-kappa B/metabolism , Stomach Neoplasms/microbiology , Annexin A2/metabolism , Cell Line, Tumor , ErbB Receptors/metabolism , Female , Host-Pathogen Interactions , Human Umbilical Vein Endothelial Cells/metabolism , Human Umbilical Vein Endothelial Cells/microbiology , Humans , Kaplan-Meier Estimate , Lymphatic Metastasis , Male , Middle Aged , Mycoplasma Infections/pathology , Protein Binding , Signal Transduction , Stomach Neoplasms/metabolism , Stomach Neoplasms/mortality , Stomach Neoplasms/pathology
4.
J Neurooncol ; 114(2): 199-208, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23748572

ABSTRACT

A comprehensive evaluation of cytokine levels in patients with gliomas could provide important information for the progression and host responses of gliomas. We studied a panel of 120 cytokines and growth factors and investigated their prognostic values for glioma. A protein antibody array was first performed to study the prognostic significance of 120 cytokines in the plasma samples of 45 glioblastoma patients prior to craniotomy or biopsy procedure. An independent set of plasma samples from 260 patients with astrocytomas (80 grade II, 80 grade III, 100 grade IV) with complete clinicopathologic data and follow-ups were used for validation. Ten cytokines were identified by significance analysis of microarray, in which four were associated with poor prognosis (IL-15, MCP-1, GDNF, IL-1R4/ST2), and six were associated with good prognosis (IGFBP-6, MIP-1δ, ICAM-3, IL-7, MIP-3ß, and sgp130) of the glioblastoma patients. Moreover, a 4-cytokine panel composed of IL-7, IL1R4/ST2, sgp130 and MCP-1 showed significant correlation with overall survival of the glioblastoma patients (HR 2.068; 95 % CI 1.357-3.153; p = 0.001). In the validation set, the cytokine panel was significantly correlated with overall survival in the 260 glioma patients (HR 3.480, 95 % CI 1.890-6.422) in multivariate Cox regression analysis. It also showed strong correlation with survival in patients with malignant gliomas (grade III: HR 2.790, 95 % CI 1.597-3.984, p = 0.002; grade IV: HR 1.753; 95 % CI 1.502-2.255, p < 0.001). This panel of four cytokines: IL-7, IL1R4/ST2, sgp130, and MCP-1 can serve as a prognostic marker for patients with malignant gliomas.


Subject(s)
Brain Neoplasms/blood , Brain Neoplasms/diagnosis , Cytokines/blood , Glioma/blood , Glioma/diagnosis , Adult , Astrocytoma/blood , Astrocytoma/diagnosis , Astrocytoma/pathology , Astrocytoma/surgery , Biomarkers/blood , Brain Neoplasms/pathology , Brain Neoplasms/surgery , Enzyme-Linked Immunosorbent Assay , Female , Glioma/pathology , Glioma/surgery , Humans , Kaplan-Meier Estimate , Karnofsky Performance Status , Male , Middle Aged , Multivariate Analysis , Neoplasm Grading , Prognosis , Protein Array Analysis , Sensitivity and Specificity
5.
Cancer ; 119(4): 814-24, 2013 Feb 15.
Article in English | MEDLINE | ID: mdl-22990979

ABSTRACT

BACKGROUND: More reliable clinical outcome prediction is required to better guide more personalized treatment for patients with primary glioblastoma multiforme (GBM). The objective of this study was to identify a microRNA expression signature to improve outcome prediction for patients with primary GBM. METHODS: A cohort of Chinese patients with primary GBM (n = 82) was analyzed using whole-genome microRNA expression profiling with patients divided into a training set and a testing set. Cox regression and risk-score analyses were used to develop a 5-microRNA signature using 41 training samples. The signature was validated in 41 other test samples, in an independent cohort of 35 patients with GBM, and in the Cancer Genome Atlas data set. RESULTS: Patients who had high risk scores according to the 5-microRNA signature had poor overall survival and progression-free survival compared with patients who had low risk scores. Multivariate Cox analysis indicated that the 5-microRNA signature was an independent prognostic biomarker after adjusting for other clinicopathologic and genetic factors, such as extent of resection, temozolomide chemotherapy, preoperative Karnofsky performance status score, isocitrate dehydrogenase 1 (IDH1) mutation, and O-6-methylguanine-DNA methyltransferase (MGMT) promoter methylation status. CONCLUSIONS: The 5-microRNA signature was identified as an independent risk predictor that identified patients who had a high risk of unfavorable outcome, demonstrating its potential for personalizing cancer management. The authors concluded that this signature should be evaluated in further prospective studies.


Subject(s)
Biomarkers, Tumor/genetics , Central Nervous System Neoplasms/genetics , Central Nervous System Neoplasms/mortality , Glioblastoma/genetics , Glioblastoma/mortality , MicroRNAs/genetics , Adult , Antineoplastic Agents, Alkylating/therapeutic use , Asian People/genetics , Central Nervous System Neoplasms/drug therapy , Cohort Studies , DNA Methylation , DNA Modification Methylases/genetics , DNA Modification Methylases/metabolism , DNA Repair Enzymes/genetics , DNA Repair Enzymes/metabolism , Dacarbazine/analogs & derivatives , Dacarbazine/therapeutic use , Female , Glioblastoma/drug therapy , Humans , Isocitrate Dehydrogenase/genetics , Male , Middle Aged , Predictive Value of Tests , Prognosis , Promoter Regions, Genetic , Reproducibility of Results , Temozolomide , Transcriptome , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism
6.
Oncol Rep ; 29(1): 297-305, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23129017

ABSTRACT

The possible involvement of estrogen receptors (ERs) and testicular orphan nuclear receptors (TRs) in human non-small cell lung carcinoma (NSCLC) has been suggested, but their precise roles and their relationship remain largely unknown. This study aimed to investigate whether TR4-associated protein 16 (TRA16) regulates the ERß and TR2 pathways and could be a potential target in NSCLC. We used tissue microarrays including NSCLC tissues (n=154) and negative controls (n=14) to examine the expression of TRA16 and ERß, and in vitro reporter gene assays, the mammalian two-hybrid method and immunoprecipitation in Cos-1 cells to investigate the relationships among TRA16, ERß and TR2. We found that TRA16 was highly expressed in approximately 90% of the NSCLC tissues examined. TRA16 overexpression was significantly associated with TNM stage, tumor size, lymph node metastasis, tumor thrombus in vein, tumor differentiation and prognosis of NSCLC patients, in which TRA16 was shown to be an independent prognostic factor. Introduction of TRA16 into Cos-1 cells enhanced cell proliferation. Co-expression of TRA16 and ERß in Cos-1 cells using different reporter gene systems and mammalian two-hybrid approaches revealed that TRA16 enhanced ERß-mediated transcriptional activity. By adopting similar approaches, and immunoprecipitation and immunocytofluorescence assays, we found that TRA16 also interacted with TR2, and blocked the TR2 inhibitory effect on ERß. Our findings demonstrate that TRA16 could be a promising diagnostic and prognostic biomarker in NSCLC, and promotes cancer cell growth through activation of the ERß pathway by interacting with ERß and TR2.


Subject(s)
Biomarkers, Tumor/analysis , Carcinoma, Non-Small-Cell Lung/pathology , Estrogen Receptor beta/metabolism , Lung Neoplasms/pathology , Nuclear Proteins/metabolism , Nuclear Receptor Subfamily 2, Group C, Member 2/metabolism , Repressor Proteins/metabolism , Adenocarcinoma/metabolism , Adenocarcinoma/mortality , Adenocarcinoma/secondary , Animals , Blotting, Western , COS Cells , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/secondary , Case-Control Studies , Cell Proliferation , Chlorocebus aethiops , Female , Fluorescent Antibody Technique , Follow-Up Studies , Humans , Immunoenzyme Techniques , Immunoprecipitation , Lung Neoplasms/metabolism , Lung Neoplasms/mortality , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Staging , Nuclear Proteins/antagonists & inhibitors , Nuclear Proteins/genetics , Prognosis , RNA, Small Interfering/genetics , Repressor Proteins/antagonists & inhibitors , Repressor Proteins/genetics , Survival Rate , Tissue Array Analysis
7.
Neuro Oncol ; 14(6): 712-9, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22570426

ABSTRACT

Genome-wide microRNA (miRNA) profiling of 82 glioblastomas demonstrated that miR-181d was inversely associated with patient overall survival after correcting for age, Karnofsky performance status, extent of resection, and temozolomide (TMZ) treatment. This association was validated using the Cancer Genome Atlas (TCGA) dataset (n= 424) and an independent cohort (n= 35). In these independent cohorts, an association of miR-181d with survival was evident in patients who underwent TMZ treatment but was not observed in patients without TMZ therapy. Bioinformatic analysis of potential genes regulated by miR-181d revealed methyl-guanine-methyl-transferase (MGMT) as a downstream target. Indeed, transfection of miR-181d downregulated MGMT mRNA and protein expression. Furthermore, luciferase reporter assays and coprecipitation studies showed a direct interaction between miR-181d and MGMT 3'UTR. The suppressive effect of miR-181d on MGMT expression was rescued by the introduction of an MGMT cDNA. Finally, MGMT expression inversely correlated with miR-181d expression in independent glioblastoma cohorts. Together, these results suggest that miR-181d is a predictive biomarker for TMZ response and that its role is mediated, in part, by posttranscriptional regulation of MGMT.


Subject(s)
Antineoplastic Agents, Alkylating/therapeutic use , Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , DNA Modification Methylases/metabolism , DNA Repair Enzymes/metabolism , Dacarbazine/analogs & derivatives , Glioblastoma/genetics , MicroRNAs/genetics , Tumor Suppressor Proteins/metabolism , Brain Neoplasms/drug therapy , Brain Neoplasms/mortality , DNA Modification Methylases/antagonists & inhibitors , DNA Modification Methylases/genetics , DNA Repair Enzymes/antagonists & inhibitors , DNA Repair Enzymes/genetics , Dacarbazine/therapeutic use , Gene Expression Regulation, Neoplastic , Glioblastoma/drug therapy , Glioblastoma/mortality , Humans , Immunoblotting , Luciferases/metabolism , Oligonucleotide Array Sequence Analysis , Prognosis , Survival Rate , Temozolomide , Tumor Suppressor Proteins/antagonists & inhibitors , Tumor Suppressor Proteins/genetics
8.
Arch Pathol Lab Med ; 135(8): 1024-31, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21809994

ABSTRACT

CONTEXT: Insulin-like growth factor II mRNA-binding protein 3 (IMP3) is an oncofetal protein highly expressed in fetal tissue and malignant tumors but only rarely within adult benign tissues. The expression of IMP3 in esophageal adenocarcinoma (EAC) and its precursor lesions including distinctive type Barrett mucosa (BM, intestinal metaplasia) and esophageal columnar dysplasia (ECD) is largely unknown. OBJECTIVE: To characterize the patterns of IMP3 expression in EAC and its precursor lesions. DESIGN: Samples from 132 cases of EAC, 28 cases of ECD (16 high-grade dysplasia and 12 low-grade dysplasia cases), 28 cases of BM without dysplasia, and 138 cases of nonneoplastic esophageal mucosa without dysplasia or BM within formalin-fixed, paraffin-embedded tissue microarray blocks were examined. Tissues were stained with mouse monoclonal anti-IMP3 antibody. The intensity (1-3+) and percent (0%-100%) of positive cytoplasmic and/or membranous IMP3 staining cells were determined. RESULTS: Most of EAC cases (93 of 132; 70%) showed cytoplasmic and membranous IMP3 staining. Poorly and moderately differentiated EAC showed statistically significant higher IMP3 expression compared with well-differentiated EAC (P < .001). A subset of ECD cases (7 of 28; 25%) was positive for IMP3, including 3 low-grade dysplasia cases (focal 1+ IMP3 staining) and 4 high-grade dysplasia cases (more diffuse 1-2+ IMP3 staining). No IMP3 staining was observed in any nonneoplastic esophageal mucosa and BM tissues without dysplasia. CONCLUSIONS: This study suggests that IMP3 may play a role in the carcinogenesis of EAC and has diagnostic utility in differentiating neoplastic and nonneoplastic lesions of the esophagus.


Subject(s)
Adenocarcinoma/secondary , Barrett Esophagus/pathology , Esophageal Neoplasms/pathology , Precancerous Conditions/pathology , RNA-Binding Proteins/metabolism , Adenocarcinoma/metabolism , Aged , Barrett Esophagus/metabolism , Biomarkers, Tumor/metabolism , Esophageal Neoplasms/metabolism , Female , Humans , Male , Middle Aged , Precancerous Conditions/metabolism
9.
Chin Med J (Engl) ; 124(21): 3510-4, 2011 Nov.
Article in English | MEDLINE | ID: mdl-22340169

ABSTRACT

BACKGROUND: The genotype of epidermal growth factor receptor (EGFR) is associated with tyrosine kinase inhibitor and effectiveness of therapy, but its role in cytotoxic chemotherapy is still unknown. Previous studies indicated that certain EGFR mutations were associated with response and progression free survival following platinum based chemotherapy. Our recent studies have identified that EGFR genotypes in the tumour tissues were not associated with response to the first-line chemotherapy in Chinese patients with advanced non-small cell lung cancer (NSCLC). In this study, we investigated associations of EGFR genotypes from plasma of patients with advanced NSCLC and response to first-line chemotherapy and prognosis. METHODS: We enrolled 145 advanced NSCLC patients who had received first-line chemotherapy in our department. We examined plasma EGFR genotypes for these patients and associations of EGFR mutations with response to chemotherapy and clinical outcomes. RESULTS: There were 54 patients with known EGFR mutations and 91 cases of wild types. No significant difference was detected in the response rate to first-line chemotherapy between mutation carriers and wild-type patients (37.0% vs. 31.9%). The median survival time and 1-, 2-year survival rates were higher in mutation carriers than wild-types (24 months vs. 18 months, 85.7% vs. 65.7% and 43.7% vs. 25.9%, P = 0.047). Clinical stage (IV vs. IIIb), response to the first-line chemotherapy (partial vs. no) and EGFR genotype were independent prognostic factors. CONCLUSION: Plasma EGFR mutations in the Chinese patients with advanced NSCLC is not a predictor for the response to first-line chemotherapy, but an independent prognostic factor indicating longer survival.


Subject(s)
Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , ErbB Receptors/genetics , Plasmids/genetics , Adult , Aged , Antineoplastic Agents/therapeutic use , Female , Genotype , Humans , Male , Middle Aged , Survival Rate
11.
Childs Nerv Syst ; 26(1): 137-43, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19823845

ABSTRACT

INTRODUCTION: Childhood glioblastoma multiforme (GBM) is uncommon, accounting for 7.2% of the central nervous system tumors in childhood. Their clinical behaviors are almost as aggressive as those in adults, and the 5-year overall survival rate is poor. CASE REPORT: We describe a case of a 13-year-old boy with GBM. Fourteen months after surgical resection followed by radiotherapy and temozolomide chemotherapy, the patient showed local recurrence. No response to subsequent bevacizumab treatment was observed. To determine correlations of molecular alterations with clinical outcomes in this case, we examined the expressions of Ki-67, MMP-9, MGMT, VEGF, Ras, and p-AKT using biopsies before and after recurrence. DISCUSSION: Childhood glioblastomas show a distinct biological behavior and probably a different molecular pathogenesis in comparison to the adult ones. Understanding the molecular mechanisms responsible for the formation and progression of the tumors is critical for identification of novel therapeutic targets.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Antibodies, Monoclonal/therapeutic use , Brain Neoplasms/drug therapy , Glioblastoma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Adolescent , Antibodies, Monoclonal, Humanized , Antineoplastic Agents, Alkylating/therapeutic use , Bevacizumab , Brain/metabolism , Brain/pathology , Brain Neoplasms/pathology , Brain Neoplasms/therapy , Dacarbazine/analogs & derivatives , Dacarbazine/therapeutic use , Glioblastoma/pathology , Glioblastoma/therapy , Humans , Magnetic Resonance Imaging , Male , Temozolomide
12.
Lung Cancer ; 67(3): 343-7, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19477549

ABSTRACT

The study aimed to investigate associations of tumor tissue EGFR mutations with response to the front-line chemotherapy and prognosis in advanced non-small cell lung cancer (NSCLC) patients. EGFR genotypes of 145 chemotherapy-naive patients with Stage IIIB and IV NSCLC were examined by using denaturing high-performance liquid chromatography (DHPLC). All patients received the front-line chemotherapy. There were 69 patients who received gefitinib therapy (32 as second-line and 37 as third-line therapy). About 37.9% (55/145) of the patients was detected to have EGFR mutations in their tumor tissue DNA. The response rate (RR, complete response plus partial response) to the chemotherapy for mutated EGFR carriers was 34.5% (19/55), similar to 33.3% (30/90) for wild-type EGFR carriers (P=0.881). The patients with EGFR mutations had increased median survival time and 1- and 2-year survival rate than those with wild-type EGFR (23 vs 16 months, 86.38% vs 62.64%, 38.78% vs 27.16%, P=0.0273). Among Stage IV NSCLC patients, mutated EGFR carriers had a longer progression-free survival (PFS) than wild-type EGFR carriers (5 vs 3 months, P=0.040). Cox multivariate regression analysis showed that response to the front-line chemotherapy (RR vs PD) and EGFR mutation were independent prognostic factors (HR=0.461, 95% CI: 0.271-0.783, P=0.0042; HR=0.598, 95% CI: 0.372-0.961, P=0.0335, respectively) for patients with advanced NSCLC. We conclude that EGFR mutations in the Chinese patients with advanced NSCLC were not associated with response to the front-line chemotherapy, but Stage IV NSCLC patients with mutated EGFR had a longer PFS after the front-line chemotherapy. EGFR mutation is an independent prognostic factor for Chinese advanced NSCLC.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/mortality , ErbB Receptors/genetics , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Adult , Aged , Asian People/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , China , Disease-Free Survival , Female , Humans , Lung Neoplasms/drug therapy , Male , Middle Aged , Mutation , Prognosis , Survival Rate
13.
PLoS One ; 4(7): e6274, 2009 Jul 17.
Article in English | MEDLINE | ID: mdl-19609451

ABSTRACT

Accurate prediction of survival of cancer patients is still a key open problem in clinical research. Recently, many large-scale gene expression clusterings have identified sets of genes reportedly predictive of prognosis; however, those gene sets shared few genes in common and were poorly validated using independent data. We have developed a systems biology-based approach by using either combined gene sets and the protein interaction network (Method A) or the protein network alone (Method B) to identify common prognostic genes based on microarray gene expression data of glioblastoma multiforme and compared with differential gene expression clustering (Method C). Validations of prediction performance show that the 23-prognostic gene classifier identified by Method A outperforms other gene classifiers identified by Methods B and C or previously reported for gliomas on 17 of 20 independent sample cohorts across five tumor types. We also find that among the 23 genes are 21 related to cellular proliferation and two related to response to stress/immune response. We further find that the increased expression of the 21 genes and the decreased expression of the other two genes are associated with poorer survival, which is supportive with the notion that cellular proliferation and immune response contribute to a significant portion of predictive power of prognostic classifiers. Our results demonstrate that the systems biology-based approach enables to identify common survival-associated genes.


Subject(s)
Brain Neoplasms/physiopathology , Gene Expression Profiling , Glioblastoma/physiopathology , Survival Analysis , Systems Biology , Brain Neoplasms/genetics , Glioblastoma/genetics , Humans
14.
Biochem Biophys Res Commun ; 379(3): 702-5, 2009 Feb 13.
Article in English | MEDLINE | ID: mdl-19133229

ABSTRACT

The fact that microRNAs play a role in almost all biological processes is well established, as is the importance of recombination in generating genome variability. However, the association between microRNAs and recombination remains largely unknown. In order to investigate the recombination patterns of microRNAs, we performed a comprehensive analysis of the recombination rate of human microRNAs. We observed that microRNAs that are expressed in several tissues tend to have lower recombination rates than tissue-specific microRNAs. Additionally, microRNAs that are associated with a number of diseases are also likely to have lower recombination rates. Furthermore, microRNAs with higher expression levels are found to have fewer recombination events. These findings reveal patterns in recombination rates of microRNAs that could help in understanding the function, evolution, and disease-related roles of microRNAs.


Subject(s)
MicroRNAs/genetics , Recombination, Genetic , Disease/genetics , Humans
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