Cargando…

A Machine Learning Model to Predict the Triple Negative Breast Cancer Immune Subtype

BACKGROUND: Immune checkpoint blockade (ICB) has been approved for the treatment of triple-negative breast cancer (TNBC), since it significantly improved the progression-free survival (PFS). However, only about 10% of TNBC patients could achieve the complete response (CR) to ICB because of the low r...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Zihao, Wang, Maoli, De Wilde, Rudy Leon, Feng, Ruifa, Su, Mingqiang, Torres-de la Roche, Luz Angela, Shi, Wenjie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Immunology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484710/ https://www.ncbi.nlm.nih.gov/pubmed/34603338 http://dx.doi.org/10.3389/fimmu.2021.749459

Ejemplares similares

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

Oxidative stress genes define two subtypes of triple-negative breast cancer with prognostic and therapeutic implications
por: Liu, Shenting, et al.
Publicado: (2023)

The Association between Obesity and Premenopausal Breast Cancer According to Intrinsic Subtypes – a Systematic Review
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2020)

Re: Laparoscopic ovarian transposition and ovariopexy for fertility preservation in patients treated with pelvic radiotherapy with or without chemotherapy
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2020)

An Innovative Breast-Conserving Oncoplastic Technique for Treating Small to Medium Volume Breasts With a Tumor in the Lower Quadrant: The Folding Flap Technique
por: Shi, Wenjie, et al.
Publicado: (2022)

Construction of ceRNA Networks Associated With CD8 T Cells in Breast Cancer
por: Chen, Zhilin, et al.
Publicado: (2022)

Obstetrical outcome in the third trimester after hysteroscopic adhesiolysis
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2020)

Changed inflammatory markers after application of 4DryField PH for adhesion prevention in gynecological surgery
por: Ziegler, Nicole, et al.
Publicado: (2021)

Identification of necroptosis-related subtypes and prognosis model in triple negative breast cancer
por: Pu, Shengyu, et al.
Publicado: (2022)

PSRR: A Web Server for Predicting the Regulation of miRNAs Expression by Small Molecules
por: Yu, Fanrong, et al.
Publicado: (2022)

Surgical repair of genital injuries after sexual abuse
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2019)

Chemically Modified Hyaluronic Acid for Prevention of Post-Surgical Adhesions: New Aspects of Gel Barriers Physical Profiles
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2022)

COL11A1 as an novel biomarker for breast cancer with machine learning and immunohistochemistry validation
por: Shi, Wenjie, et al.
Publicado: (2022)

Guidance and Standards for Breast Cancer Care in Europe
por: De Wilde, Rudy Leon, et al.
Publicado: (2020)

An innovative oncoplastic technique for immediate small to medium volume breast reconstruction in lower inner quadrant cancer: The Zhuo-technique
por: Shi, Wenjie, et al.
Publicado: (2021)

Plastic neo-vaginal construction in Mayer-Rokitansky-Küster-Hauser syndrome: an expert opinion paper on the decision-making treatment process
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2016)

Uterine perforation following a fractional curettage successfully treated with the modified polysaccharide 4DryField® PH: a case report
por: Ziegler, Nicole, et al.
Publicado: (2016)

Adhesions after Laparoscopic Myomectomy: Incidence, Risk Factors, Complications, and Prevention
por: Herrmann, Anja, et al.
Publicado: (2020)

Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer
por: Luo, Lixi, et al.
Publicado: (2022)

Laparoscopic ultrasonic dissectors: technology update by a review of literature
por: Devassy, Rajesh, et al.
Publicado: (2018)

Can uterine artery embolization be an alternative to plastic and reconstructive uterus operation by minimally invasive surgery?
por: Cezar, Cristina, et al.
Publicado: (2021)

Should Ultrasound-Guided High Frequency Focused Ultrasound Be Considered as an Alternative Non-Surgical Treatment of Uterine Fibroids in Non-Asiatic Countries? An Opinion Paper
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2022)

Retroperitoneal angioleiomyomatosis
por: Torres-de la Roche, Luz Angela, et al.
Publicado: (2020)

The Future of Minimal-Access Myoma Surgery with In-Bag Contained Morcellation
por: Devassy, Rajesh, et al.
Publicado: (2023)

Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning
por: Bissanum, Rassanee, et al.
Publicado: (2021)

To Laparoscopically Preserve Fertility in Intraabdominal Giant Myoma with Application of Contained In-Bag Morcellation: Mission Impossible?
por: Devassy, Rajesh, et al.
Publicado: (2022)

CDKN2A-mediated molecular subtypes characterize the hallmarks of tumor microenvironment and guide precision medicine in triple-negative breast cancer
por: Cheng, Tianyi, et al.
Publicado: (2022)

SDF-1 expression and tumor-infiltrating lymphocytes identify clinical subtypes of triple-negative breast cancer with different responses to neoadjuvant chemotherapy and survival
por: Wang, Ruo-Xi, et al.
Publicado: (2022)

Evaluation of triple negative breast cancer with heterogeneous immune infiltration
por: Quintana, Ángela, et al.
Publicado: (2023)

Integrating machine learning algorithms to systematically assess reactive oxygen species levels to aid prognosis and novel treatments for triple -negative breast cancer patients
por: Li, Juan, et al.
Publicado: (2023)

The molecular subtypes of triple negative breast cancer were defined and a ligand-receptor pair score model was constructed by comprehensive analysis of ligand-receptor pairs
por: Pan, Weijun, et al.
Publicado: (2022)

Leveraging cryoablation and checkpoint inhibitors for high-risk triple negative breast cancer
por: Sardela de Miranda, Flávia, et al.
Publicado: (2023)

Molecular mechanisms of immunotherapy resistance in triple-negative breast cancer
por: Zheng, Yiwen, et al.
Publicado: (2023)

Ferroptosis: the emerging player in remodeling triple-negative breast cancer
por: Li, Jie, et al.
Publicado: (2023)

Triple negative breast cancer subtypes and pathologic complete response rate to neoadjuvant chemotherapy
por: Santonja, Angela, et al.
Publicado: (2018)

Prognostic analysis of cuproptosis-related gene in triple-negative breast cancer
por: Sha, Shengnan, et al.
Publicado: (2022)

Machine learning reveals two heterogeneous subtypes to assist immune therapy based on lipid metabolism in lung adenocarcinoma
por: Gu, Xuyu, et al.
Publicado: (2022)

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)

Identification of cuproptosis-related molecular subtypes and a novel predictive model of COVID-19 based on machine learning
por: Luo, Hong, et al.
Publicado: (2023)

Histological Analysis of γδ T Lymphocytes Infiltrating Human Triple-Negative Breast Carcinomas
por: Hidalgo, Jose Villacorta, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_sq8pqqre47g19486kb72ottf26