Cargando…

A Robust Approach for Identification of Cancer Biomarkers and Candidate Drugs

Background and objectives: Identification of cancer biomarkers that are differentially expressed (DE) between two biological conditions is an important task in many microarray studies. There exist several methods in the literature in this regards and most of these methods designed especially for unp...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shahjaman, Md., Rahman, Md. Rezanur, Islam, S. M. Shahinul, Mollah, Md. Nurul Haque
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6631768/ https://www.ncbi.nlm.nih.gov/pubmed/31212673 http://dx.doi.org/10.3390/medicina55060269

Ejemplares similares

Metabolomic Biomarker Identification in Presence of Outliers and Missing Values
por: Kumar, Nishith, et al.
Publicado: (2017)

Identification of Prognostic Biomarker Signatures and Candidate Drugs in Colorectal Cancer: Insights from Systems Biology Analysis
por: Rahman, Md. Rezanur, et al.
Publicado: (2019)

Serum and Plasma Metabolomic Biomarkers for Lung Cancer
por: Kumar, Nishith, et al.
Publicado: (2017)

Robust Feature Selection Approach for Patient Classification using Gene Expression Data
por: Shahjaman, Md., et al.
Publicado: (2017)

Robust Significance Analysis of Microarrays by Minimum β-Divergence Method
por: Shahjaman, Md., et al.
Publicado: (2017)

Integrative transcriptomics analysis of lung epithelial cells and identification of repurposable drug candidates for COVID-19
por: Islam, Tania, et al.
Publicado: (2020)

A network-based systems biology approach for identification of shared Gene signatures between male and female in COVID-19 datasets
por: Shahjaman, Md, et al.
Publicado: (2021)

Biomarker Identification from RNA-Seq Data using a Robust Statistical Approach
por: Akond, Zobaer, et al.
Publicado: (2018)

Robustification of Naïve Bayes Classifier and Its Application for Microarray Gene Expression Data Analysis
por: Ahmed, Md. Shakil, et al.
Publicado: (2017)

β-composite Interval Mapping for robust QTL analysis
por: Monir, Md. Mamun, et al.
Publicado: (2018)

Robust Co-clustering to Discover Toxicogenomic Biomarkers and Their Regulatory Doses of Chemical Compounds Using Logistic Probabilistic Hidden Variable Model
por: Hasan, Mohammad Nazmol, et al.
Publicado: (2018)

A Hybrid One-Way ANOVA Approach for the Robust and Efficient Estimation of Differential Gene Expression with Multiple Patterns
por: Mollah, Mohammad Manir Hossain, et al.
Publicado: (2015)

Network-based transcriptomic analysis identifies the genetic effect of COVID-19 to chronic kidney disease patients: A bioinformatics approach
por: Auwul, Md. Rabiul, et al.
Publicado: (2021)

Bioinformatics screening of colorectal-cancer causing molecular signatures through gene expression profiles to discover therapeutic targets and candidate agents
por: Horaira, Md Abu, et al.
Publicado: (2023)

Identification of host transcriptome-guided repurposable drugs for SARS-CoV-1 infections and their validation with SARS-CoV-2 infections by using the integrated bioinformatics approaches
por: Ahmed, Fee Faysal, et al.
Publicado: (2022)

Integrated bioinformatics and statistical approaches to explore molecular biomarkers for breast cancer diagnosis, prognosis and therapies
por: Alam, Md. Shahin, et al.
Publicado: (2022)

Robust Identification of Differential Gene Expression Patterns from Multiple Transcriptomics Datasets for Early Diagnosis, Prognosis, and Therapies for Breast Cancer
por: Tuly, Khanis Farhana, et al.
Publicado: (2023)

Bioinformatics Screening of Potential Biomarkers from mRNA Expression Profiles to Discover Drug Targets and Agents for Cervical Cancer
por: Reza, Md. Selim, et al.
Publicado: (2022)

Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets
por: Rahman, Md. Rezanur, et al.
Publicado: (2019)

Computational identification of host genomic biomarkers highlighting their functions, pathways and regulators that influence SARS-CoV-2 infections and drug repurposing
por: Mosharaf, Md. Parvez, et al.
Publicado: (2022)

Identification of host genomic biomarkers from multiple transcriptomics datasets for diagnosis and therapies of SARS-CoV-2 infections
por: Sarker, Bandhan, et al.
Publicado: (2023)

Assessment of Drugs Toxicity and Associated Biomarker Genes Using Hierarchical Clustering
por: Hasan, Mohammad Nazmol, et al.
Publicado: (2019)

Genome-wide identification, characterization and phylogenetic analysis of Dicer-like (DCL) gene family in Coffea arabica
por: Parvez Mosharaf, Md, et al.
Publicado: (2019)

In silico identification and characterization of AGO, DCL and RDR gene families and their associated regulatory elements in sweet orange (Citrus sinensis L.)
por: Mosharaf, Md. Parvez, et al.
Publicado: (2020)

Toxic Dose prediction of Chemical Compounds to Biomarkers using an ANOVA based Gene Expression Analysis
por: Hasan, Mohammad Nazmol, et al.
Publicado: (2018)

Statistical meta-analysis to investigate the association between the Interleukin-6 (IL-6) gene polymorphisms and cancer risk
por: Harun-Or-Roshid, Md., et al.
Publicado: (2021)

Identification of natural antiviral drug candidates against Tilapia Lake Virus: Computational drug design approaches
por: Sumon, Md Afsar Ahmed, et al.
Publicado: (2023)

Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis
por: Rahman, Md Rezanur, et al.
Publicado: (2021)

NTyroSite: Computational Identification of Protein Nitrotyrosine Sites Using Sequence Evolutionary Features
por: Hasan, Md. Mehedi, et al.
Publicado: (2018)

Gene expression profile analysis to discover molecular signatures for early diagnosis and therapies of triple-negative breast cancer
por: Alam, Md Shahin, et al.
Publicado: (2022)

A systematic identification of species-specific protein succinylation sites using joint element features information
por: Hasan, Md Mehedi, et al.
Publicado: (2017)

Comprehensive Analysis of RNA-Seq Gene Expression Profiling of Brain Transcriptomes Reveals Novel Genes, Regulators, and Pathways in Autism Spectrum Disorder
por: Rahman, Md Rezanur, et al.
Publicado: (2020)

A Comparison on Some Interval Mapping Approaches for QTL Detection
por: Akond, Zobaer, et al.
Publicado: (2019)

Association of hypoxia inducible factor 1-Alpha gene polymorphisms with multiple disease risks: A comprehensive meta-analysis
por: Harun-Or-Roshid, Md., et al.
Publicado: (2022)

Meta-Data Analysis to Explore the Hub of the Hub-Genes That Influence SARS-CoV-2 Infections Highlighting Their Pathogenetic Processes and Drugs Repurposing
por: Mosharaf, Md. Parvez, et al.
Publicado: (2022)

Comprehensive In Silico Analysis of RNA Silencing-Related Genes and Their Regulatory Elements in Wheat (Triticum aestivum L.)
por: Akond, Zobaer, et al.
Publicado: (2022)

Disclosing Potential Key Genes, Therapeutic Targets and Agents for Non-Small Cell Lung Cancer: Evidence from Integrative Bioinformatics Analysis
por: Mosharaf, Md. Parvez, et al.
Publicado: (2022)

Gene shaving using a sensitivity analysis of kernel based machine learning approach, with applications to cancer data
por: Alam, Md. Ashad, et al.
Publicado: (2019)

Robustification of Linear Regression and Its Application in Genome-Wide Association Studies
por: Alamin, Md., et al.
Publicado: (2020)

Publisher Correction: Robustification of GWAS to explore effective SNPs addressing the challenges of hidden population stratification and polygenic effects
por: Akond, Zobaer, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_2982kphkrtp1kenjmnbno4loda