Cargando…

Machine learning predicts cancer subtypes and progression from blood immune signatures

Clinical adoption of immune checkpoint inhibitors in cancer management has highlighted the interconnection between carcinogenesis and the immune system. Immune cells are integral to the tumour microenvironment and can influence the outcome of therapies. Better understanding of an individual’s immune...

Descripción completa

Detalles Bibliográficos
Autores principales:	Simon Davis, David A., Mun, Sahngeun, Smith, Julianne M., Hammill, Dillon, Garrett, Jessica, Gosling, Katharine, Price, Jason, Elsaleh, Hany, Syed, Farhan M., Atmosukarto, Ines I., Quah, Benjamin J. C.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8884497/ https://www.ncbi.nlm.nih.gov/pubmed/35226704 http://dx.doi.org/10.1371/journal.pone.0264631

Ejemplares similares

Identifying cancer-associated leukocyte profiles using high-resolution flow cytometry screening and machine learning
por: Simon Davis, David A., et al.
Publicado: (2023)

Irradiation immunity interactions
por: Simon Davis, David A, et al.
Publicado: (2022)

Custom-designed Small Animal focal iRradiation Jig (SARJ): design, manufacture and dosimetric evaluation
por: Selvaraj, Jothy, et al.
Publicado: (2020)

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

Machine Learning Based Microbiome Signature to Predict Inflammatory Bowel Disease Subtypes
por: Liñares-Blanco, Jose, et al.
Publicado: (2022)

Single cell classification of macrophage subtypes by label-free cell signatures and machine learning
por: Dannhauser, David, et al.
Publicado: (2022)

Molecular signatures define alopecia areata subtypes and transcriptional biomarkers
por: Jabbari, Ali, et al.
Publicado: (2016)

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

Distinguishing Glioblastoma Subtypes by Methylation Signatures
por: Zhang, Yu-Hang, et al.
Publicado: (2020)

Temporal determinants of tumour response to neoadjuvant rectal radiotherapy
por: Koo, Kendrick, et al.
Publicado: (2021)

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

Identification of cuproptosis-associated subtypes and signature genes for diagnosis and risk prediction of Ulcerative colitis based on machine learning
por: Tang, Dadong, et al.
Publicado: (2023)

Subtyping hospitalized patients with hypokalemia by machine learning consensus clustering and associated mortality risks
por: Thongprayoon, Charat, et al.
Publicado: (2021)

Reply: Thymidylate synthase polymorphism and survival of colorectal cancer patients treated with 5-fluorouracil
por: Iacopetta, B, et al.
Publicado: (2002)

MicroRNA Landscape in Endometrial Carcinomas in an Asian population: Unraveling Subtype-Specific Signatures
por: Tan, Gideon Ze Lin, et al.
Publicado: (2023)

Identification of immune microenvironment subtypes and signature genes for Alzheimer’s disease diagnosis and risk prediction based on explainable machine learning
por: Lai, Yongxing, et al.
Publicado: (2022)

Molecular subtypes predict therapeutic responses and identifying and validating diagnostic signatures based on machine learning in chronic myeloid leukemia
por: Zhong, Fang-Min, et al.
Publicado: (2023)

Pan-cancer onco-signatures reveal a novel mitochondrial subtype of luminal breast cancer with specific regulators
por: Simeone, Ines, et al.
Publicado: (2023)

B Cell Signatures Distinguish Cutaneous Lupus Erythematosus Subtypes and the Presence of Systemic Disease Activity
por: Abernathy-Close, Lisa, et al.
Publicado: (2021)

Differential MicroRNA-Signatures in Thyroid Cancer Subtypes
por: Santiago, Krystal, et al.
Publicado: (2020)

Signatures of circulating microRNA in four sarcoma subtypes
por: Kosela-Paterczyk, Hanna, et al.
Publicado: (2020)

Proteomic Signatures of Diffuse and Intestinal Subtypes of Gastric Cancer
por: Singh, Smrita, et al.
Publicado: (2021)

Ubiquitin Proteasome Gene Signatures in Ependymoma Molecular Subtypes
por: Vriend, Jerry, et al.
Publicado: (2022)

The limits of molecular signatures for pancreatic ductal adenocarcinoma subtyping
por: Lautizi, Manuela, et al.
Publicado: (2022)

Identification of immunosuppressive signature subtypes and prognostic risk signatures in triple-negative breast cancer
por: Ding, Ran, et al.
Publicado: (2023)

Analysis of Tumor Microenvironment Heterogeneity among Breast Cancer Subtypes to Identify Subtype-Specific Signatures
por: Li, Ji, et al.
Publicado: (2022)

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

Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia
por: Enshaeifar, Shirin, et al.
Publicado: (2019)

Machine learning and structural analysis of Mycobacterium tuberculosis pan-genome identifies genetic signatures of antibiotic resistance
por: Kavvas, Erol S., et al.
Publicado: (2018)

Gut microbiome signatures reflect different subtypes of irritable bowel syndrome
por: Su, Qi, et al.
Publicado: (2022)

MicroRNA Signatures in Blood or Bone Marrow Distinguish Subtypes of Pediatric Acute Lymphoblastic Leukemia
por: Nair, Rekha A, et al.
Publicado: (2020)

A gene signature based method for identifying subtypes and subtype-specific drivers in cancer with an application to medulloblastoma
por: Chen, Peikai, et al.
Publicado: (2013)

Metabolic/Proteomic Signature Defines Two Glioblastoma Subtypes With Different Clinical Outcome
por: Marziali, G., et al.
Publicado: (2016)

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

Metabolic and proteomic signatures of type 2 diabetes subtypes in an Arab population
por: Zaghlool, Shaza B., et al.
Publicado: (2022)

MicroRNA Signatures and Molecular Subtypes of Glioblastoma: The Role of Extracellular Transfer
por: Godlewski, Jakub, et al.
Publicado: (2017)

Bioinformatical analysis of gene expression signatures of different glioma subtypes
por: Wang, Rui, et al.
Publicado: (2018)

Identification of Subtype-Specific Metastasis-Related Genetic Signatures in Sarcoma
por: Li, Ya-Ling, et al.
Publicado: (2020)

Signatures of Discriminative Copy Number Aberrations in 31 Cancer Subtypes
por: Gao, Bo, et al.
Publicado: (2021)

MoSBi: Automated signature mining for molecular stratification and subtyping
por: Rose, Tim Daniel, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_mu5ni2qsqlail08f4m7iodu2nr