Cargando…

A pathways-based prediction model for classifying breast cancer subtypes

Breast cancer is highly heterogeneous and is classified into four subtypes characterized by specific biological traits, treatment responses, and clinical prognoses. We performed a systemic analysis of 698 breast cancer patient samples from The Cancer Genome Atlas project database. We identified 136...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Tong, Wang, Yunfeng, Jiang, Ronghui, Lu, Xinliang, Tian, Jiawei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Impact Journals LLC 2017
Materias:	Research Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5601695/ https://www.ncbi.nlm.nih.gov/pubmed/28938599 http://dx.doi.org/10.18632/oncotarget.18544

Ejemplares similares

Identification of Personalized Chemoresistance Genes in Subtypes of Basal-Like Breast Cancer Based on Functional Differences Using Pathway Analysis
por: Wu, Tong, et al.
Publicado: (2015)

Breast Cancer Subtype Specific Classifiers of Response to Neoadjuvant Chemotherapy Do Not Outperform Classifiers Trained on All Subtypes
por: de Ronde, Jorma J., et al.
Publicado: (2014)

RRHGE: A Novel Approach to Classify the Estrogen Receptor Based Breast Cancer Subtypes
por: Saini, Ashish, et al.
Publicado: (2014)

Classifying Breast Cancer Subtypes Using Multiple Kernel Learning Based on Omics Data
por: Tao, Mingxin, et al.
Publicado: (2019)

An integrative deep learning framework for classifying molecular subtypes of breast cancer
por: Mohaiminul Islam, Md., et al.
Publicado: (2020)

Classifying Breast Cancer Molecular Subtypes by Using Deep Clustering Approach
por: Rohani, Narjes, et al.
Publicado: (2020)

Using immunohistochemistry to classify the molecular subtypes of Paget's disease of the breast
por: Cai, Yujiao, et al.
Publicado: (2023)

A Critical Evaluation of Network and Pathway-Based Classifiers for Outcome Prediction in Breast Cancer
por: Staiger, Christine, et al.
Publicado: (2012)

Classifying Breast Cancer Subtypes Using Deep Neural Networks Based on Multi-Omics Data
por: Lin, Yuqi, et al.
Publicado: (2020)

Cross-attention multi-branch CNN using DCE-MRI to classify breast cancer molecular subtypes
por: Sun, Liang, et al.
Publicado: (2023)

Association of cigarette smoking with risk of colorectal cancer subtypes classified by gut microbiota
por: Cai, Jia-An, et al.
Publicado: (2023)

A pathway activity-based proteomic classifier stratifies prostate tumors into two subtypes
por: Sun, Rui, et al.
Publicado: (2023)

Protein and lipid MALDI profiles classify breast cancers according to the intrinsic subtype
por: Kang, Han Sung, et al.
Publicado: (2011)

Immune subtype identification and multi-layer perceptron classifier construction for breast cancer
por: Yang, Xinbo, et al.
Publicado: (2022)

Systematic evaluation of supervised classifiers for fecal microbiota-based prediction of colorectal cancer
por: Ai, Luoyan, et al.
Publicado: (2017)

FERAL: network-based classifier with application to breast cancer outcome prediction
por: Allahyar, Amin, et al.
Publicado: (2015)

Breast cancer subtypes predict the preferential site of distant metastases: a SEER based study
por: Wu, Qi, et al.
Publicado: (2017)

An Aptamer-Based Probe for Molecular Subtyping of Breast Cancer
por: Liu, Mei, et al.
Publicado: (2018)

An Improved, Assay Platform Agnostic, Absolute Single Sample Breast Cancer Subtype Classifier
por: Seo, Mi-kyoung, et al.
Publicado: (2020)

Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified
por: Shibahara, Takuma, et al.
Publicado: (2023)

An Eighteen-Gene Classifier Predicts Locoregional Recurrence in Post-Mastectomy Breast Cancer Patients
por: Cheng, Skye H., et al.
Publicado: (2016)

A transcriptome-based classifier to determine molecular subtypes in medulloblastoma
por: Rathi, Komal S., et al.
Publicado: (2020)

Identifying ultrasound and clinical features of breast cancer molecular subtypes by ensemble decision
por: Zhang, Lei, et al.
Publicado: (2015)

Subtype-specific risk models for accurately predicting the prognosis of breast cancer using differentially expressed autophagy-related genes
por: Han, Baoai, et al.
Publicado: (2020)

Quantitative Molecular Analysis of Sentinel Lymph Node May Be Predictive of Axillary Node Status in Breast Cancer Classified by Molecular Subtypes
por: Buglioni, Simonetta, et al.
Publicado: (2013)

The Differences in Ultrasound and Clinicopathological Features between Basal-Like and Normal-Like Subtypes of Triple Negative Breast Cancer
por: Li, Ziyao, et al.
Publicado: (2015)

Human plasma metabolomics for identifying differential metabolites and predicting molecular subtypes of breast cancer
por: Fan, Yong, et al.
Publicado: (2016)

Gene Expression Classifier Reveals Prognostic Osteosarcoma Microenvironment Molecular Subtypes
por: Song, Yi-Jiang, et al.
Publicado: (2021)

Identification of four gastric cancer subtypes based on genetic analysis of cholesterogenic and glycolytic pathways
por: Zhu, Zhou, et al.
Publicado: (2021)

Learning models for classifying Raman spectra of genomic DNA from tumor subtypes
por: Lancia, Giacomo, et al.
Publicado: (2023)

Construction of subtype classifiers and validation of a prognostic risk model based on hypoxia-associated lncRNAs for lung adenocarcinoma
por: Hui, Hongliang, et al.
Publicado: (2023)

Development of a miRNA‐based classifier for detection of colorectal cancer molecular subtypes
por: Adam, Ronja S., et al.
Publicado: (2022)

Consensus Molecular Subtypes Efficiently Classify Gastric Adenocarcinomas and Predict the Response to Anti-PD-1 Immunotherapy
por: Wu, Xiangyan, et al.
Publicado: (2022)

Pathway-Based Drug Repositioning for Breast Cancer Molecular Subtypes
por: Mejía-Pedroza, Raúl A., et al.
Publicado: (2018)

Metabolomics based predictive classifier for early detection of pancreatic ductal adenocarcinoma
por: Unger, Keith, et al.
Publicado: (2018)

Weakly supervised label propagation algorithm classifies lung cancer imaging subtypes
por: Ren, Xueting, et al.
Publicado: (2023)

Can deep learning classify stroke subtypes from chest X-rays?
por: Raghu, Vineet K., et al.
Publicado: (2021)

An Approach for Identifying Cytokines Based on a Novel Ensemble Classifier
por: Zou, Quan, et al.
Publicado: (2013)

MYC-Driven Pathways in Breast Cancer Subtypes
por: Fallah, Yassi, et al.
Publicado: (2017)

DNA Methylation Based Molecular Subtypes Predict Prognosis in Breast Cancer Patients
por: Wu, Zeng-Hong, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_9gjcesbi7rlau6d96bu89uva7t