Cargando…

Personalized breast cancer onset prediction from lifestyle and health history information

We propose a method to predict when a woman will develop breast cancer (BCa) from her lifestyle and health history features. To address this objective, we use data from the Alberta’s Tomorrow Project of 18,288 women to train Individual Survival Distribution (ISD) models to predict an individual’s Br...

Descripción completa

Detalles Bibliográficos
Autores principales:	Qi, Shi-ang, Kumar, Neeraj, Xu, Jian-Yi, Patel, Jaykumar, Damaraju, Sambasivarao, Shen-Tu, Grace, Greiner, Russell
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/PMC9762602/ https://www.ncbi.nlm.nih.gov/pubmed/36534670 http://dx.doi.org/10.1371/journal.pone.0279174

Ejemplares similares

Differentially expressed alternatively spliced genes in skeletal muscle from cancer patients with cachexia
por: Narasimhan, Ashok, et al.
Publicado: (2017)

Potential novel candidate polymorphisms identified in genome-wide association study for breast cancer susceptibility
por: Sehrawat, Badan, et al.
Publicado: (2011)

ETHNOPRED: a novel machine learning method for accurate continental and sub-continental ancestry identification and population stratification correction
por: Hajiloo, Mohsen, et al.
Publicado: (2013)

Breast cancer prediction using genome wide single nucleotide polymorphism data
por: Hajiloo, Mohsen, et al.
Publicado: (2013)

Small RNAome profiling from human skeletal muscle: novel miRNAs and their targets associated with cancer cachexia
por: Narasimhan, Ashok, et al.
Publicado: (2017)

The Challenges and Opportunities in the Clinical Application of Noncoding RNAs: The Road Map for miRNAs and piRNAs in Cancer Diagnostics and Prognostics
por: Krishnan, Preethi, et al.
Publicado: (2018)

Learning accurate personalized survival models for predicting hospital discharge and mortality of COVID-19 patients
por: Kumar, Neeraj, et al.
Publicado: (2022)

Determination of the Relative Efficacy of Eicosapentaenoic Acid and Docosahexaenoic Acid for Anti-Cancer Effects in Human Breast Cancer Models
por: VanderSluis, Laura, et al.
Publicado: (2017)

Piwi-interacting RNAs and PIWI genes as novel prognostic markers for breast cancer
por: Krishnan, Preethi, et al.
Publicado: (2016)

BIK drives an aggressive breast cancer phenotype through sublethal apoptosis and predicts poor prognosis of ER-positive breast cancer
por: Pandya, Vrajesh, et al.
Publicado: (2020)

A two-stage association study identifies methyl-CpG-binding domain protein 2 gene polymorphisms as candidates for breast cancer susceptibility
por: Sapkota, Yadav, et al.
Publicado: (2012)

Effects of Sample Size on Differential Gene Expression, Rank Order and Prediction Accuracy of a Gene Signature
por: Stretch, Cynthia, et al.
Publicado: (2013)

Breast cancer associated germline structural variants harboring small noncoding RNAs impact post-transcriptional gene regulation
por: Kumaran, Mahalakshmi, et al.
Publicado: (2018)

Genome-wide profiling of transfer RNAs and their role as novel prognostic markers for breast cancer
por: Krishnan, Preethi, et al.
Publicado: (2016)

Germline copy number variations are associated with breast cancer risk and prognosis
por: Kumaran, Mahalakshmi, et al.
Publicado: (2017)

Profiling of Small Nucleolar RNAs by Next Generation Sequencing: Potential New Players for Breast Cancer Prognosis
por: Krishnan, Preethi, et al.
Publicado: (2016)

The pro-apoptotic paradox: the BH3-only protein Bcl-2 interacting killer (Bik) is prognostic for unfavorable outcomes in breast cancer
por: Pandya, Vrajesh, et al.
Publicado: (2016)

Germline DNA Copy Number Aberrations Identified as Potential Prognostic Factors for Breast Cancer Recurrence
por: Sapkota, Yadav, et al.
Publicado: (2013)

PolySearch: a web-based text mining system for extracting relationships between human diseases, genes, mutations, drugs and metabolites
por: Cheng, Dean, et al.
Publicado: (2008)

Identification of a Breast Cancer Susceptibility Locus at 4q31.22 Using a Genome-Wide Association Study Paradigm
por: Sapkota, Yadav, et al.
Publicado: (2013)

Fine‐mapping of a novel premenopausal breast cancer susceptibility locus at Chr4q31.22 in Caucasian women and validation in African and Chinese women
por: Kumaran, Mahalakshmi, et al.
Publicado: (2019)

Impact of lifestyle and psychological stress on the development of early onset breast cancer
por: Li, Ping, et al.
Publicado: (2016)

Next generation sequencing profiling identifies miR-574-3p and miR-660-5p as potential novel prognostic markers for breast cancer
por: Krishnan, Preethi, et al.
Publicado: (2015)

Family History, Reproductive, and Lifestyle Risk Factors for Fibroadenoma and Breast Cancer
por: Li, Jingmei, et al.
Publicado: (2018)

Incidence and predictors of development of new onset hypertension post COVID-19 disease
por: Vyas, Pooja, et al.
Publicado: (2023)

Accurate personalized survival prediction for amyotrophic lateral sclerosis patients
por: Kuan, Li-Hao, et al.
Publicado: (2023)

Assessing SNP-SNP Interactions among DNA Repair, Modification and Metabolism Related Pathway Genes in Breast Cancer Susceptibility
por: Sapkota, Yadav, et al.
Publicado: (2013)

High Myc expression and transcription activity underlies intra-tumoral heterogeneity in triple-negative breast cancer
por: Gupta, Nidhi, et al.
Publicado: (2017)

Using family history information to promote healthy lifestyles and prevent diseases; a discussion of the evidence
por: Claassen, Liesbeth, et al.
Publicado: (2010)

Personalized Lifestyle Medicine: Relevance for Nutrition and Lifestyle Recommendations
por: Minich, Deanna M., et al.
Publicado: (2013)

Computational Predictions of Volatile Anesthetic Interactions with the Microtubule Cytoskeleton: Implications for Side Effects of General Anesthesia
por: Craddock, Travis J. A., et al.
Publicado: (2012)

Lifestyle intervention programme for Indian women with history of gestational diabetes mellitus
por: Kapoor, Deksha, et al.
Publicado: (2019)

Association of genetic risk and lifestyle with incident adult-onset asthma in the UK Biobank cohort
por: Liang, Huaying, et al.
Publicado: (2023)

2.66 Effects of Transitioning From a Virtual to In-Person Lifestyle on Depression, Anxiety, and Loneliness in Adolescents With Psychiatric History
por: Yamamoto, Haley, et al.
Publicado: (2022)

Lifestyle segmentation of tourists: the role of personality
por: Vargas, Elena Parra, et al.
Publicado: (2021)

Effect of lifestyle and reproductive factors on the onset of breast cancer in female BRCA 1 and 2 mutation carriers
por: Rieder, Viktoria, et al.
Publicado: (2015)

Personalizing Breast Cancer Screening Based on Polygenic Risk and Family History
por: van den Broek, Jeroen J, et al.
Publicado: (2020)

Historial médico personal
por: Hernández Jiménez, Ricardo
Publicado: (1990)

Health promoting practices and personal lifestyle behaviors of Brazilian health professionals
por: Hidalgo, Karen D., et al.
Publicado: (2016)

Personal lifestyle as a resource for work engagement
por: Nishi, Daisuke, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_967rbollqkeol62ksnc6sfanvr