Cargando…

Integrative models of histopathological images and multi-omics data predict prognosis in endometrial carcinoma

OBJECTIVE: This study aimed to predict the molecular features of endometrial carcinoma (EC) and the overall survival (OS) of EC patients using histopathological imaging. METHODS: The patients from The Cancer Genome Atlas (TCGA) were separated into the training set (n = 215) and test set (n = 214) in...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Yueyi, Du, Peixin, Zeng, Hao, Wei, Yuhao, Fu, Haoxuan, Zhong, Xi, Ma, Xuelei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	PeerJ Inc. 2023
Materias:	Bioinformatics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10424667/ https://www.ncbi.nlm.nih.gov/pubmed/37583914 http://dx.doi.org/10.7717/peerj.15674

Ejemplares similares

Histopathological image and gene expression pattern analysis for predicting molecular features and prognosis of head and neck squamous cell carcinoma
por: Chen, Linyan, et al.
Publicado: (2021)

Integration of multi-omics technologies for crop improvement: Status and prospects
por: Zhang, Ru, et al.
Publicado: (2022)

Multi-omics of extracellular vesicles: An integrative representation of functional mediators and perspectives on lung disease study
por: Liu, Yuexing, et al.
Publicado: (2023)

Histopathological Images and Multi-Omics Integration Predict Molecular Characteristics and Survival in Lung Adenocarcinoma
por: Chen, Linyan, et al.
Publicado: (2021)

Multi-omics data integration reveals the complexity and diversity of host factors associated with influenza virus infection
por: Zhu, Zhaozhong, et al.
Publicado: (2023)

Exploring mechanisms of Chaihu-Shugan-San against liver fibrosis by integrated multi-omics and network pharmacology approach
por: Xie, Zhihao, et al.
Publicado: (2022)

Multiomics profiling of the expression and prognosis of MCMs in endometrial carcinoma
por: Lan, Hua, et al.
Publicado: (2021)

Optimal ranking and directional signature classification using the integral strategy of multi-objective optimization-based association rule mining of multi-omics data
por: Mallik, Saurav, et al.
Publicado: (2023)

YAP1 affects the prognosis through the regulation of stemness in endometrial cancer
por: Kong, Wei, et al.
Publicado: (2023)

Multi-omic characterization of the thermal stress phenome in the stony coral Montipora capitata
por: Williams, Amanda, et al.
Publicado: (2021)

Analysis of multi-omics differences in left-side and right-side colon cancer
por: Huang, Yanyi, et al.
Publicado: (2021)

Omics data integration in computational biology viewed through the prism of machine learning paradigms
por: Fouché, Aziz, et al.
Publicado: (2023)

Integrated omics analysis reveals the immunologic characteristics of cystic Peyer’s patches in the cecum of Bactrian camels
por: Wang, Xiao shan, et al.
Publicado: (2023)

Friend leukemia integration 1 overexpression decreases endometrial receptivity and induces embryo implantation failure by promoting PART1 transcription in the endometrial epithelial cells
por: Zhang, Yile, et al.
Publicado: (2023)

Identification of DNA methylation patterns and biomarkers for clear-cell renal cell carcinoma by multi-omics data analysis
por: Liu, Pengfei, et al.
Publicado: (2020)

Ribosome-omics of the human ribosome
por: Gupta, Varun, et al.
Publicado: (2014)

Integrative Models of Histopathological Image Features and Omics Data Predict Survival in Head and Neck Squamous Cell Carcinoma
por: Zeng, Hao, et al.
Publicado: (2020)

The roles of ferroptosis regulatory gene SLC7A11 in renal cell carcinoma: A multi‐omics study
por: Xu, Fangshi, et al.
Publicado: (2021)

Automated Machine-Learning Framework Integrating Histopathological and Radiological Information for Predicting IDH1 Mutation Status in Glioma
por: Wang, Dingqian, et al.
Publicado: (2021)

A multiomics comparison between endometrial cancer and serous ovarian cancer
por: Zhong, Hui, et al.
Publicado: (2020)

Data challenges of biomedical researchers in the age of omics
por: Garcia-Milian, Rolando, et al.
Publicado: (2018)

Searching for a signature involving 10 genes to predict the survival of patients with acute myelocytic leukemia through a combined multi-omics analysis
por: Zhuang, Haifeng, et al.
Publicado: (2020)

Ensemble of adapted convolutional neural networks (CNN) methods for classifying colon histopathological images
por: Albashish, Dheeb
Publicado: (2022)

Prognostic model of AU-rich genes predicting the prognosis of lung adenocarcinoma
por: Liu, Yong, et al.
Publicado: (2021)

Histo-CADx: duo cascaded fusion stages for breast cancer diagnosis from histopathological images
por: Attallah, Omneya, et al.
Publicado: (2021)

Anvi’o: an advanced analysis and visualization platform for ‘omics data
por: Eren, A. Murat, et al.
Publicado: (2015)

Challenges in Bioinformatics Workflows for Processing Microbiome Omics Data at Scale
por: Hu, Bin, et al.
Publicado: (2022)

Identification of pivotal genes associated with the prognosis of gastric carcinoma through integrated analysis
por: Ma, Zhenchao, et al.
Publicado: (2021)

GOLPH3 modulates expression and alternative splicing of transcription factors associated with endometrial decidualization in human endometrial stromal cells
por: Zhu, Suqin, et al.
Publicado: (2023)

Integrating multi-type aberrations from DNA and RNA through dynamic mapping gene space for subtype-specific breast cancer driver discovery
por: Xi, Jianing, et al.
Publicado: (2023)

Exploring the classification of cancer cell lines from multiple omic views
por: Yang, Xiaoxi, et al.
Publicado: (2020)

Identification and prognostic value of DLGAP5 in endometrial cancer
por: Zheng, Ruoyi, et al.
Publicado: (2020)

OLS Client and OLS Dialog: Open Source Tools to Annotate Public Omics Datasets
por: Perez‐Riverol, Yasset, et al.
Publicado: (2017)

Multi-user multi-objective computation offloading for medical image diagnosis
por: Liu, Qi, et al.
Publicado: (2023)

Identification and verification of three key genes associated with survival and prognosis of COAD patients via integrated bioinformatics analysis
por: Liu, Yong, et al.
Publicado: (2020)

GeneCloudOmics: A Data Analytic Cloud Platform for High-Throughput Gene Expression Analysis
por: Helmy, Mohamed, et al.
Publicado: (2021)

Editorial: Bioinformatics in the age of data science: algorithms, methods, and tools applied from Omics to structural data
por: Mariano, Diego, et al.
Publicado: (2023)

A 7-lncRNA signature associated with the prognosis of colon adenocarcinoma
por: Fu, Xiaorui, et al.
Publicado: (2020)

A novel immunogenic cell death signature for the prediction of prognosis and therapies in glioma
por: Zhang, Jianhua, et al.
Publicado: (2023)

Editorial: Expert opinions in integrative bioinformatics: 2022
por: Zeng, Tao, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_cnemdp9o32uh78uhpk4i8rl45e