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Microarray gene expression meta-analysis

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https://www.readbyqxmd.com/read/28637422/optimal-alpha-reduces-error-rates-in-gene-expression-studies-a-meta-analysis-approach
#1
J F Mudge, C J Martyniuk, J E Houlahan
BACKGROUND: Transcriptomic approaches (microarray and RNA-seq) have been a tremendous advance for molecular science in all disciplines, but they have made interpretation of hypothesis testing more difficult because of the large number of comparisons that are done within an experiment. The result has been a proliferation of techniques aimed at solving the multiple comparisons problem, techniques that have focused primarily on minimizing Type I error with little or no concern about concomitant increases in Type II errors...
June 21, 2017: BMC Bioinformatics
https://www.readbyqxmd.com/read/28629367/african-american-esophageal-squamous-cell-carcinoma-expression-profile-reveals-dysregulation-of-stress-response-and-detox-networks
#2
Hayriye Verda Erkizan, Kory Johnson, Svetlana Ghimbovschi, Deepa Karkera, Gregory Trachiotis, Houtan Adib, Eric P Hoffman, Robert G Wadleigh
BACKGROUND: Esophageal carcinoma is the third most common gastrointestinal malignancy worldwide and is largely unresponsive to therapy. African-Americans have an increased risk for esophageal squamous cell carcinoma (ESCC), the subtype that shows marked variation in geographic frequency. The molecular architecture of African-American ESCC is still poorly understood. It is unclear why African-American ESCC is more aggressive and the survival rate in these patients is worse than those of other ethnic groups...
June 19, 2017: BMC Cancer
https://www.readbyqxmd.com/read/28617547/mastl-is-a-potential-poor-prognostic-indicator-in-er-breast-cancer
#3
B-Z Zhuge, B-R Du, X-L Meng, Y-Q Zhang
OBJECTIVE: In this study, we aimed to explore prognostic value of MASTL (microtubule-associated serine/threonine kinase-like) in breast cancer patients on the basis of ER status and molecular subtypes. MATERIALS AND METHODS: The raw microarray data (GDS5666) of 4T1 derived bone-aggressive explant and primary tumor explant were reanalyzed to identify the dysregulated genes. To pool previous annotated genomic data that assessed the association between MASTL expression and metastatic relapse (MR) risk, MR-free survival, any event (AE, defined as any relapse or death) risk, and AE-free survival in breast cancer patients, a meta-analysis was performed by bc-GenExMiner 4...
May 2017: European Review for Medical and Pharmacological Sciences
https://www.readbyqxmd.com/read/28574441/gene-expression-mrna-markers-for-differentiating-between-malignant-and-benign-follicular-thyroid-tumours
#4
Bartosz Wojtas, Aleksandra Pfeifer, Malgorzata Oczko-Wojciechowska, Jolanta Krajewska, Agnieszka Czarniecka, Aleksandra Kukulska, Markus Eszlinger, Thomas Musholt, Tomasz Stokowy, Michal Swierniak, Ewa Stobiecka, Ewa Chmielik, Dagmara Rusinek, Tomasz Tyszkiewicz, Monika Halczok, Steffen Hauptmann, Dariusz Lange, Michal Jarzab, Ralf Paschke, Barbara Jarzab
Distinguishing between follicular thyroid cancer (FTC) and follicular thyroid adenoma (FTA) constitutes a long-standing diagnostic problem resulting in equivocal histopathological diagnoses. There is therefore a need for additional molecular markers. To identify molecular differences between FTC and FTA, we analyzed the gene expression microarray data of 52 follicular neoplasms. We also performed a meta-analysis involving 14 studies employing high throughput methods (365 follicular neoplasms analyzed). Based on these two analyses, we selected 18 genes differentially expressed between FTA and FTC...
June 2, 2017: International Journal of Molecular Sciences
https://www.readbyqxmd.com/read/28541721/a-joint-bayesian-model-for-integrating-microarray-and-rna-sequencing-transcriptomic-data
#5
Tianzhou Ma, Faming Liang, Steffi Oesterreich, George C Tseng
As the sequencing cost continued to drop in the past decade, RNA sequencing (RNA-seq) has replaced microarray to become the standard high-throughput experimental tool to analyze transcriptomic profile. As more and more datasets are generated and accumulated in the public domain, meta-analysis to combine multiple transcriptomic studies to increase statistical power has received increasing popularity. In this article, we propose a Bayesian hierarchical model to jointly integrate microarray and RNA-seq studies...
May 25, 2017: Journal of Computational Biology: a Journal of Computational Molecular Cell Biology
https://www.readbyqxmd.com/read/28521438/identification-of-differentially-expressed-genes-between-early-stage-adenocarcinoma-and-squamous-cell-carcinoma-lung-cancer-using-meta-analysis-methods
#6
Tianjiao Wang, Lei Zhang, Pu Tian, Suyan Tian
Lung adenocarcinoma (AC) and squamous cell lung carcinoma (SCC) are two major subtypes of non-small cell lung cancer (NSCLC). Previous studies have demonstrated that fundamental differences exist in the underlying mechanisms of tumor development, growth and invasion between these subtypes. The investigation of differentially-expressed genes (DEGs) between these two NSCLC subtypes is useful for determining and understanding such differences. The present study aimed to identify those DEGs using meta-analysis and the data from four microarray experiments, consisting of 164 AC and 161 SCC samples...
May 2017: Oncology Letters
https://www.readbyqxmd.com/read/28510204/microarray-meta-analysis-to-explore-abiotic-stress-specific-gene-expression-patterns-in-arabidopsis
#7
Po-Chih Shen, Ai-Ling Hour, Li-Yu Daisy Liu
BACKGROUND: Abiotic stresses are the major limiting factors that affect plant growth, development, yield and final quality. Deciphering the underlying mechanisms of plants' adaptations to stresses using few datasets might overlook the different aspects of stress tolerance in plants, which might be simultaneously and consequently operated in the system. Fortunately, the accumulated microarray expression data offer an opportunity to infer abiotic stress-specific gene expression patterns through meta-analysis...
December 2017: Botanical Studies (Taipei, Taiwan)
https://www.readbyqxmd.com/read/28500854/systematic-analysis-of-coronary-artery-disease-datasets-revealed-the-potential-biomarker-and-treatment-target
#8
Yan Shi, Sijin Yang, Man Luo, Wei-Dong Zhang, Zun-Ping Ke
Coronary artery disease caused about 1 of every 7 deaths in the United States and early prevention was potential to decrease the incidence and mortality. We aimed to figure the genes involving in the coronary artery disease using meta-anlaysis. Five datasets of coronary heart disease from GEO series were retrieved and data preprocessing and quality control were carried out. Moderated t-test was used to decide the differentially expressed genes for a single dataset. And the combined p-value using systematic-analysis methods were conducted using MetaDE...
April 26, 2017: Oncotarget
https://www.readbyqxmd.com/read/28474265/gene-expression-signatures-for-head-and-neck-cancer-patient-stratification-are-results-ready-for-clinical-application
#9
REVIEW
Luca Tonella, Marco Giannoccaro, Salvatore Alfieri, Silvana Canevari, Loris De Cecco
Head and neck squamous cell carcinoma (HNSCC) is the sixth leading cancer by incidence worldwide and considering the recent EUROCARE-5 population-based study the 5-year survival rate of HNSCC patients in Europe ranges between 69% in localized cases and 34% in patients with regional involvement. The development of high-throughput gene expression assays in the last two decades has provided the invaluable opportunity to improve our knowledge on cancer biology and to identify predictive signatures in the most deeply analyzed malignancies, such as hematological and breast cancers...
May 2017: Current Treatment Options in Oncology
https://www.readbyqxmd.com/read/28396836/down-regulation-of-mir-146a-5p-and-its-potential-targets-in-hepatocellular-carcinoma-validated-by-a-tcga-and-geo-based-study
#10
Xin Zhang, Zhi-Hua Ye, Hai-Wei Liang, Fang-Hui Ren, Ping Li, Yi-Wu Dang, Gang Chen
Our previous research has demonstrated that miR-146a-5p is down-regulated in hepatocellular carcinoma (HCC) and might play a tumor-suppressive role. In this study, we sought to validate the decreased expression with a larger cohort and to explore potential molecular mechanisms. GEO and TCGA databases were used to gather miR-146a-5p expression data in HCC, which included 762 HCC and 454 noncancerous liver tissues. A meta-analysis of the GEO-based microarrays, TCGA-based RNA-seq data, and additional qRT-PCR data validated the down-regulation of miR-146a-5p in HCC and no publication bias was observed...
April 2017: FEBS Open Bio
https://www.readbyqxmd.com/read/28347234/clinical-value-of-mir-145-5p-in-nsclc-and-potential-molecular-mechanism-exploration-a-retrospective-study-based-on-geo-qrt-pcr-and-tcga-data
#11
Ting-Qing Gan, Zu-Cheng Xie, Rui-Xue Tang, Tong-Tong Zhang, Dong-Yao Li, Zu-Yun Li, Gang Chen
MicroRNAs have been reported to be involved in various biological processes. Here, we performed a systematic analysis to explore the clinical value and potential molecular mechanism of miR-145-5p in non-small cell lung cancer. First, a meta-analysis was performed with eligible literature, followed by microRNA microarrays in the Gene Expression Omnibus database, to verify the diagnostic and prognostic values of miR-145-5p. A cohort of 125 clinical paired non-small cell lung cancer samples was next used to detect the level of miR-145-5p and to explore the relationship of miR-145-5p with clinicopathological parameters...
March 2017: Tumour Biology: the Journal of the International Society for Oncodevelopmental Biology and Medicine
https://www.readbyqxmd.com/read/28335819/concordance-analysis-of-microarray-studies-identifies-representative-gene-expression-changes-in-parkinson-s-disease-a-comparison-of-33-human-and-animal-studies
#12
COMPARATIVE STUDY
Erin Oerton, Andreas Bender
BACKGROUND: As the popularity of transcriptomic analysis has grown, the reported lack of concordance between different studies of the same condition has become a growing concern, raising questions as to the representativeness of different study types, such as non-human disease models or studies of surrogate tissues, to gene expression in the human condition. METHODS: In a comparison of 33 microarray studies of Parkinson's disease, correlation and clustering analyses were used to determine the factors influencing concordance between studies, including agreement between different tissue types, different microarray platforms, and between neurotoxic and genetic disease models and human Parkinson's disease...
March 23, 2017: BMC Neurology
https://www.readbyqxmd.com/read/28334340/meta-analytic-framework-for-liquid-association
#13
Lin Wang, Silvia Liu, Ying Ding, Shin-Sheng Yuan, Yen-Yi Ho, George C Tseng
Motivation: Although coexpression analysis via pair-wise expression correlation is popularly used to elucidate gene-gene interactions at the whole-genome scale, many complicated multi-gene regulations require more advanced detection methods. Liquid association is a powerful tool to detect the dynamic correlation of two gene variables depending on the expression level of a third variable (LA scouting gene). Liquid association detection from single transcriptomic study, however, is often unstable and not generalizable due to cohort bias, biological variation, and limited sample size...
March 11, 2017: Bioinformatics
https://www.readbyqxmd.com/read/28320358/preservation-affinity-in-consensus-modules-among-stages-of-hiv-1-progression
#14
Sk Md Mosaddek Hossain, Sumanta Ray, Anirban Mukhopadhyay
BACKGROUND: Analysis of gene expression data provides valuable insights into disease mechanism. Investigating relationship among co-expression modules of different stages is a meaningful tool to understand the way in which a disease progresses. Identifying topological preservation of modular structure also contributes to that understanding. METHODS: HIV-1 disease provides a well-documented progression pattern through three stages of infection: acute, chronic and non-progressor...
March 20, 2017: BMC Bioinformatics
https://www.readbyqxmd.com/read/28295046/transcriptomic-immaturity-of-the-hippocampus-and-prefrontal-cortex-in-patients-with-alcoholism
#15
Tomoyuki Murano, Hisatsugu Koshimizu, Hideo Hagihara, Tsuyoshi Miyakawa
Alcoholism, which is defined as the recurring harmful use of alcohol despite its negative consequences, has a lifetime prevalence of 17.8%. Previous studies have shown that chronic alcohol consumption disrupts various brain functions and behaviours. However, the precise mechanisms that underlie alcoholism are currently unclear. Recently, we discovered "pseudo-immature" brain cell states of the dentate gyrus and prefrontal cortex (PFC) in mouse models of psychotic disorders and epileptic seizure. Similar pseudo-immaturity has been observed in patients with psychotic disorders, such as schizophrenia and bipolar disorder...
March 15, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28286608/meta-analysis-of-gene-expression-profiles-in-acute-promyelocytic-leukemia-reveals-involved-pathways
#16
Mahdi Jalili, Ali Salehzadeh-Yazdi, Saeed Mohammadi, Marjan Yaghmaie, Ardeshir Ghavamzadeh, Kamran Alimoghaddam
Background: Acute promyelocytic leukemia (APL) is a unique subtype of acute leukemia. APL is a curable disease; however, drug resistance, early mortality, disease relapse and treatment-related complications remain challenges in APL patient management. One issue underlying these challenges is that the molecular mechanisms of the disease are not sufficiently understood. Materials and Methods: In this study, we performed a meta-analysis of gene expression profiles derived from microarray experiments and explored the background of disease by functional and pathway analysis...
January 1, 2017: International Journal of Hematology-oncology and Stem Cell Research
https://www.readbyqxmd.com/read/28272699/alteration-of-endothelial-nitric-oxide-synthase-expression-in-acute-pulmonary-embolism-a-study-from-bench-to-bioinformatics
#17
R Miao, D Leng, M Liu, X-X Huang, J-F Li, J-N Gong, Y Liang, Z-G Zhai, Y-H Yang, Y Wang, J Wan
OBJECTIVE: This study sought to explore endothelial nitric oxide synthase (eNOS) expression in acute pulmonary thromboembolism (APE). MATERIALS AND METHODS: eNOS expression in lung tissue and bone marrow-derived endothelial progenitor cells (BM-EPCs) from APE mouse models was assessed by immunohistochemistry and real-time PCR. A gene expression profile meta-analysis was performed on human venous thromboembolism (VTE) whole blood samples recorded in the Gene Expression Omnibus (GEO) repository...
February 2017: European Review for Medical and Pharmacological Sciences
https://www.readbyqxmd.com/read/28251349/prognostic-significance-of-interferon-regulating-factor-4-irf4-in-node-negative-breast-cancer
#18
Anne-Sophie Heimes, K Madjar, K Edlund, M J Battista, K Almstedt, S Gebhard, S Foersch, J Rahnenf├╝hrer, W Brenner, A Hasenburg, J G Hengstler, M Schmidt
PURPOSE: The transcription factor IRF4 regulates immunoglobulin class switch recombination as well as plasma cell differentiation. We examined the prognostic significance of IRF4 expression in node-negative breast cancer (BC). METHODS: IRF4 expression was evaluated by immunostaining in a cohort of 197 node-negative BC patients not treated in adjuvant setting, referred to as Mainz cohort. The prognostic significance of immunohistochemically determined IRF4 expression for metastasis-free survival (MFS) was examined by Kaplan-Meier survival analysis as well as univariate and multivariate Cox analysis adjusted for age, pT stage, histological grade, ER, and HER2 status...
March 1, 2017: Journal of Cancer Research and Clinical Oncology
https://www.readbyqxmd.com/read/28222515/meta-analysis-of-parkinson-s-disease-and-alzheimer-s-disease-revealed-commonly-impaired-pathways-and-dysregulation-of-nrf2-dependent-genes
#19
Qian Wang, Wen-Xing Li, Shao-Xing Dai, Yi-Cheng Guo, Fei-Fei Han, Jun-Juan Zheng, Gong-Hua Li, Jing-Fei Huang
Many lines of evidence suggest that Parkinson's disease (PD) and Alzheimer's disease (AD) have common characteristics, such as mitochondrial dysfunction and oxidative stress. As the underlying molecular mechanisms are unclear, we perform a meta-analysis with 9 microarray datasets of PD studies and 7 of AD studies to explore it. Functional enrichment analysis revealed that PD and AD both showed dysfunction in the synaptic vesicle cycle, GABAergic synapses, phagosomes, oxidative phosphorylation, and TCA cycle pathways, and AD had more enriched genes...
2017: Journal of Alzheimer's Disease: JAD
https://www.readbyqxmd.com/read/28218403/unveiling-gene-trait-relationship-by-cross-platform-meta-analysis-on-chinese-hamster-ovary-cell-transcriptome
#20
Liang Zhao, Hsu-Yuan Fu, Ravali Raju, Nandita Vishwanathan, Wei-Shou Hu
In the past few years, transcriptome analysis has been increasingly employed to better understand the physiology of Chinese hamster ovary (CHO) cells at a global level. As more transcriptome data accumulated, meta-analysis on data sets collected from various sources can potentially provide better insights on common properties of those cells. Here, we performed meta-analysis on transcriptome data of different CHO cell lines obtained using NimbleGen or Affymetrix microarray platforms. Hierarchical clustering, non-negative matrix factorization (NMF) analysis, and principal component analysis (PCA) accordantly showed the samples were clustered into two groups: one consists of adherent cells in serum-containing medium, and the other suspension cells in serum-free medium...
July 2017: Biotechnology and Bioengineering
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