Cargando…
Learning high-order interactions for polygenic risk prediction
Within the framework of precision medicine, the stratification of individual genetic susceptibility based on inherited DNA variation has paramount relevance. However, one of the most relevant pitfalls of traditional Polygenic Risk Scores (PRS) approaches is their inability to model complex high-orde...
Autores principales: | Massi, Michela C., Franco, Nicola R., Manzoni, Andrea, Paganoni, Anna Maria, Park, Hanla A., Hoffmeister, Michael, Brenner, Hermann, Chang-Claude, Jenny, Ieva, Francesca, Zunino, Paolo |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916647/ https://www.ncbi.nlm.nih.gov/pubmed/36763605 http://dx.doi.org/10.1371/journal.pone.0281618 |
Ejemplares similares
-
Physical activity, polygenic risk score, and colorectal cancer risk
por: Chen, Xuechen, et al.
Publicado: (2022) -
Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity
por: Franco, Nicola Rares, et al.
Publicado: (2021) -
Predictive Polygenic Score for Outcome after First-Line Oxaliplatin-Based Chemotherapy in Colorectal Cancer Patients Using Supervised Principal Component Analysis
por: Park, Hanla A., et al.
Publicado: (2022) -
Red and Processed Meat Intake, Polygenic Risk Score, and Colorectal Cancer Risk
por: Chen, Xuechen, et al.
Publicado: (2022) -
Assessment of Body Mass Index, Polygenic Risk Score, and Development of Colorectal Cancer
por: Chen, Xuechen, et al.
Publicado: (2022)