Cargando…

Integrative Analysis of Biomarkers Through Machine Learning Identifies Stemness Features in Colorectal Cancer

Background: Cancer stem cells (CSCs), which are characterized by self-renewal and plasticity, are highly correlated with tumor metastasis and drug resistance. To fully understand the role of CSCs in colorectal cancer (CRC), we evaluated the stemness traits and prognostic value of stemness-related ge...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wei, Ran, Quan, Jichuan, Li, Shuofeng, Liu, Hengchang, Guan, Xu, Jiang, Zheng, Wang, Xishan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Cell and Developmental Biology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456021/ https://www.ncbi.nlm.nih.gov/pubmed/34568334 http://dx.doi.org/10.3389/fcell.2021.724860

Ejemplares similares

Integrated analysis of WGCNA and machine learning identified diagnostic biomarkers in dilated cardiomyopathy with heart failure
por: Zhu, Yihao, et al.
Publicado: (2022)

Machine learning identifies exosome features related to hepatocellular carcinoma
por: Zhu, Kai, et al.
Publicado: (2022)

Integrative Analysis Revealed Stemness Features and a Novel Stemness-Related Classification in Colorectal Cancer Patients
por: Ye, Meng-Ling, et al.
Publicado: (2022)

Deciphering the Pyroptosis-Related Prognostic Signature and Immune Cell Infiltration Characteristics of Colon Cancer
por: Wei, Ran, et al.
Publicado: (2021)

Mapk14 is a Prognostic Biomarker and Correlates with the Clinicopathological Features and Immune Infiltration of Colorectal Cancer
por: Wang, Dan, et al.
Publicado: (2022)

Identification of ZNF26 as a Prognostic Biomarker in Colorectal Cancer by an Integrated Bioinformatic Analysis
por: Liu, Jiaxin, et al.
Publicado: (2021)

Identify Inflammatory Bowel Disease-Related Genes Based on Machine Learning
por: Ye, Lili, et al.
Publicado: (2021)

Integrated Analysis of Immune Infiltration Features for Cervical Carcinoma and Their Associated Immunotherapeutic Responses
por: Kang, Yanan, et al.
Publicado: (2021)

Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer
por: Chu, Yanjie, et al.
Publicado: (2020)

An Integrated Analysis of the Identified PRPF19 as an Onco-immunological Biomarker Encompassing the Tumor Microenvironment, Disease Progression, and Prognoses in Hepatocellular Carcinoma
por: Yang, Ming, et al.
Publicado: (2022)

Integrated Bioinformatical Analysis Identifies GIMAP4 as an Immune-Related Prognostic Biomarker Associated With Remodeling in Cervical Cancer Tumor Microenvironment
por: Xu, Fangfang, et al.
Publicado: (2021)

Identifying Protein Biomarkers in Blood for Alzheimer's Disease
por: Zhao, Tianyi, et al.
Publicado: (2020)

The Characterization of Structure and Prediction for Aquaporin in Tumour Progression by Machine Learning
por: Chen, Zheng, et al.
Publicado: (2022)

Integration of human stem cell-derived in vitro systems and mouse preclinical models identifies complex pathophysiologic mechanisms in retinal dystrophy
por: Jones, Melissa K., et al.
Publicado: (2023)

Identification of Hub Genes in Colorectal Adenocarcinoma by Integrated Bioinformatics
por: Liu, Yang, et al.
Publicado: (2022)

Integrated Analysis of Stemness-Related LncRNAs Helps Predict the Immunotherapy Responsiveness of Gastric Cancer Patients
por: Jiang, Quan, et al.
Publicado: (2021)

Integrated proteome sequencing, bulk RNA sequencing and single-cell RNA sequencing to identify potential biomarkers in different grades of intervertebral disc degeneration
por: Yang, Xiao, et al.
Publicado: (2023)

Assembly and Activity of the WASH Molecular Machine: Distinctive Features at the Crossroads of the Actin and Microtubule Cytoskeletons
por: Fokin, Artem I., et al.
Publicado: (2021)

Identification and Validation of a Novel Prognosis Prediction Model in Adrenocortical Carcinoma by Integrative Bioinformatics Analysis, Statistics, and Machine Learning
por: Yan, Xin, et al.
Publicado: (2021)

Computational comparative analysis identifies potential stemness-related markers for mesenchymal stromal/stem cells
por: Ghabriel, Myret, et al.
Publicado: (2023)

Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker
por: Liu, Weiwei, et al.
Publicado: (2022)

Transcriptomic Analysis Identified ARHGAP Family as a Novel Biomarker Associated With Tumor-Promoting Immune Infiltration and Nanomechanical Characteristics in Bladder Cancer
por: Yang, Chen, et al.
Publicado: (2021)

Integrative Analysis of 5-Hydroxymethylcytosine and Transcriptional Profiling Identified 5hmC-Modified lncRNA Panel as Non-Invasive Biomarkers for Diagnosis and Prognosis of Pancreatic Cancer
por: Li, Shuangquan, et al.
Publicado: (2022)

Regulation of cleavage embryo genes upon DRP1 inhibition in mouse embryonic stem cells
por: Guo, Shi-Meng, et al.
Publicado: (2023)

Integrative Analysis of DNA Methylation and Gene Expression to Determine Specific Diagnostic Biomarkers and Prognostic Biomarkers of Breast Cancer
por: Zhang, Ming, et al.
Publicado: (2020)

Integrated Analysis of the Functions and Prognostic Values of RNA-Binding Proteins in Colorectal Cancer
por: Wang, Ya, et al.
Publicado: (2020)

The Relevance of Transcription Factors in Gastric and Colorectal Cancer Stem Cells Identification and Eradication
por: Pádua, Diana, et al.
Publicado: (2020)

Notch receptor/ligand diversity: contribution to colorectal cancer stem cell heterogeneity
por: Brisset, Morgan, et al.
Publicado: (2023)

SCG2 is a Prognostic Biomarker Associated With Immune Infiltration and Macrophage Polarization in Colorectal Cancer
por: Wang, Hao, et al.
Publicado: (2022)

Identification of Ferroptosis-Related Genes as Biomarkers for Sarcoma
por: Guan, Zhiyuan, et al.
Publicado: (2022)

Bioinformatic profiling identifies the glutaminase to be a potential novel cuproptosis-related biomarker for glioma
por: Ouyang, Zhen, et al.
Publicado: (2022)

Discovering new peripheral plasma biomarkers to identify cognitive decline in type 2 diabetes
por: Yu, Haitao, et al.
Publicado: (2022)

3D in vivo Magnetic Particle Imaging of Human Stem Cell-Derived Islet Organoid Transplantation Using a Machine Learning Algorithm
por: Sun, Aixia, et al.
Publicado: (2021)

Quantification of Osteoclasts in Culture, Powered by Machine Learning
por: Cohen-Karlik, Edo, et al.
Publicado: (2021)

Identifying Thyroid Carcinoma-Related Genes by Integrating GWAS and eQTL Data
por: Shen, Fei, et al.
Publicado: (2021)

Single cell and bulk transcriptome analysis identified oxidative stress response-related features of Hepatocellular Carcinoma
por: Zhang, Shuqiao, et al.
Publicado: (2023)

Multiple Roles of MYC in Integrating Regulatory Networks of Pluripotent Stem Cells
por: Fagnocchi, Luca, et al.
Publicado: (2017)

High-Throughput Metabolomics for Discovering Potential Biomarkers and Identifying Metabolic Mechanisms in Aging and Alzheimer’s Disease
por: Xie, Kun, et al.
Publicado: (2021)

Metabolite Profiling of Pig Seminal Plasma Identifies Potential Biomarkers for Sperm Resilience to Liquid Preservation
por: Mateo-Otero, Yentel, et al.
Publicado: (2021)

Comprehensive analysis to identify the neurotransmitter receptor-related genes as prognostic and therapeutic biomarkers in hepatocellular carcinoma
por: Wang, Xiaoqiang, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_gohltutb7ndp1jrv8reb1r7fcu