Cargando…

ISPRF: a machine learning model to predict the immune subtype of kidney cancer samples by four genes

BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common type of renal cell carcinoma (RCC). Immunotherapy, especially anti-PD-1, is becoming a pillar of ccRCC treatment. However, precise biomarkers and robust models are needed to select the proper patients for immunotherapy. METHODS:...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Zhifeng, Chen, Zihao, Zhao, Hongfan, Lin, Hao, Wang, Junjie, Wang, Ning, Li, Xiqing, Ding, Degang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AME Publishing Company 2021
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8575581/ https://www.ncbi.nlm.nih.gov/pubmed/34804821 http://dx.doi.org/10.21037/tau-21-650

Ejemplares similares

Identification and Verification of Immune Subtype-Related lncRNAs in Clear Cell Renal Cell Carcinoma
por: Wang, Zhifeng, et al.
Publicado: (2022)

Classification of Muscle Invasive Bladder Cancer to Predict Prognosis of Patients Treated with Immunotherapy
por: Wang, Zhifeng, et al.
Publicado: (2022)

A Machine Learning Model to Predict the Triple Negative Breast Cancer Immune Subtype
por: Chen, Zihao, et al.
Publicado: (2021)

Identification of Cancer-Associated Fibroblast Subtype of Triple-Negative Breast Cancer
por: Wang, Maoli, et al.
Publicado: (2022)

Chronic kidney disease and functional impairment in a longitudinal study of older adults in China
por: Duan, Xiaoyu, et al.
Publicado: (2023)

Machine learning-based cluster analysis of immune cell subtypes and breast cancer survival
por: Wang, Zhanwei, et al.
Publicado: (2023)

Prediction of Prognosis and Recurrence of Bladder Cancer by ECM-Related Genes
por: Zhao, Hongfan, et al.
Publicado: (2022)

Non-Perturbative Identification and Subtyping of Amyloidosis in Human Kidney Tissue with Raman Spectroscopy and Machine Learning
por: Kim, Jeong Hee, et al.
Publicado: (2023)

Revealing potential lipid biomarkers in clear cell renal cell carcinoma using targeted quantitative lipidomics
por: Li, Wen, et al.
Publicado: (2021)

Prognostic significance of KIF2A and KIF20A expression in human cancer: A systematic review and meta-analysis
por: Li, Xing, et al.
Publicado: (2019)

Unsupervised Machine Learning to Identify Depressive Subtypes
por: Kung, Benson, et al.
Publicado: (2022)

Clinically Distinct Subtypes of Acute Kidney Injury on Hospital Admission Identified by Machine Learning Consensus Clustering
por: Thongprayoon, Charat, et al.
Publicado: (2021)

Identification of Novel Hypoxia Subtypes for Prognosis Based on Machine Learning Algorithms
por: Wang, Jiawei, et al.
Publicado: (2022)

Machine learning predicts cancer subtypes and progression from blood immune signatures
por: Simon Davis, David A., et al.
Publicado: (2022)

Use of Machine Learning Consensus Clustering to Identify Distinct Subtypes of Kidney Transplant Recipients With DGF and Associated Outcomes
por: Jadlowiec, Caroline C., et al.
Publicado: (2022)

MAGUS: machine learning and graph theory assisted universal structure searcher
por: Wang, Junjie, et al.
Publicado: (2023)

Machine Learning-Based Analysis of MR Multiparametric Radiomics for the Subtype Classification of Breast Cancer
por: Xie, Tianwen, et al.
Publicado: (2019)

RNA-Seq-Based Breast Cancer Subtypes Classification Using Machine Learning Approaches
por: Yu, Zhezhou, et al.
Publicado: (2020)

Novel DNA Damage-Related Subtypes Characterization Identifies Uterine Corpus Endometrial Carcinoma (UCEC) Based on Machine Learning
por: Yu, Qi, et al.
Publicado: (2022)

Machine Retrograde Perfusion of Deceased Donor Kidneys: A Prospective Study
por: Zeng, Jun, et al.
Publicado: (2021)

Machine learning identification and immune infiltration of disulfidptosis‐related Alzheimer's disease molecular subtypes
por: Zhu, Yidong, et al.
Publicado: (2023)

Machine Learning for Subtyping Concussion Using a Clustering Approach
por: Rosenblatt, Cirelle K., et al.
Publicado: (2021)

Subtypes and Mechanisms of Hypertrophic Cardiomyopathy Proposed by Machine Learning Algorithms
por: Glavaški, Mila, et al.
Publicado: (2022)

Evaluation of a decided sample size in machine learning applications
por: Rajput, Daniyal, et al.
Publicado: (2023)

Crosstalk of disulfidptosis-related subtypes, establishment of a prognostic signature and immune infiltration characteristics in bladder cancer based on a machine learning survival framework
por: Zhao, Songyun, et al.
Publicado: (2023)

A new machine learning-based prediction model for subtype diagnosis in primary aldosteronism
por: Shi, Shaomin, et al.
Publicado: (2022)

The Machine Learning Model for Distinguishing Pathological Subtypes of Non-Small Cell Lung Cancer
por: Zhao, Hongyue, et al.
Publicado: (2022)

Auto-Classification of Parkinson’s Disease with Different Motor Subtypes Using Arterial Spin Labelling MRI Based on Machine Learning
por: Xiong, Jinhua, et al.
Publicado: (2023)

Collecting duct carcinoma of the kidney: a clinicopathological study of five cases
por: Wang, Xiangyang, et al.
Publicado: (2013)

Machine learning and molecular subtype analyses provide insights into PANoptosis-associated genes in rheumatoid arthritis
por: Li, Jing, et al.
Publicado: (2023)

Racial Differences in Four Leukemia Subtypes: Comprehensive Descriptive Epidemiology
por: Zhao, Yinjun, et al.
Publicado: (2018)

Immune-Associated Gene Signatures and Subtypes to Predict the Progression of Atherosclerotic Plaques Based on Machine Learning
por: Yang, Yujia, et al.
Publicado: (2022)

Machine learning for RNA sequencing-based intrinsic subtyping of breast cancer
por: Cascianelli, Silvia, et al.
Publicado: (2020)

Machine Learning for Future Subtyping of the Tumor Microenvironment of Gastro-Esophageal Adenocarcinomas
por: Klein, Sebastian, et al.
Publicado: (2021)

Subtyping Hyperchloremia among Hospitalized Patients by Machine Learning Consensus Clustering
por: Thongprayoon, Charat, et al.
Publicado: (2021)

Predicting Hypertension Subtypes with Machine Learning Using Targeted Metabolites and Their Ratios
por: Reel, Smarti, et al.
Publicado: (2022)

Identification of Methylation Signatures and Rules for Sarcoma Subtypes by Machine Learning Methods
por: Ren, Jingxin, et al.
Publicado: (2022)

Machine Learning in Antibody Diagnostics for Inflammatory Bowel Disease Subtype Classification
por: Sokollik, Christiane, et al.
Publicado: (2023)

Machine learning for early discrimination between transient and persistent acute kidney injury in critically ill patients with sepsis
por: Luo, Xiao-Qin, et al.
Publicado: (2021)

Retraction Note: Collecting duct carcinoma of the kidney: a clinicopathological study of five cases
por: Wang, Xiangyang, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_lnt6of5n4bnhqq0mou38vaiqsi