Cargando…
Functional coding haplotypes and machine-learning feature elimination identifies predictors of Methotrexate Response in Rheumatoid Arthritis patients
BACKGROUND: Major challenges in large scale genetic association studies include not only the identification of causative single nucleotide polymorphisms (SNPs), but also accounting for SNP-SNP interactions. This study thus proposes a novel feature engineering approach integrating potentially functio...
Autores principales: | Lim, Ashley J.W., Lim, Lee Jin, Ooi, Brandon N.S., Koh, Ee Tzun, Tan, Justina Wei Lynn, Chong, Samuel S., Khor, Chiea Chuen, Tucker-Kellogg, Lisa, Leong, Khai Pang, Lee, Caroline G. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8808170/ https://www.ncbi.nlm.nih.gov/pubmed/35022146 http://dx.doi.org/10.1016/j.ebiom.2021.103800 |
Ejemplares similares
-
Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
por: Lim, Ashley J. W., et al.
Publicado: (2023) -
Methotrexate-Associated Nonalcoholic Fatty Liver Disease with Transaminitis in Rheumatoid Arthritis
por: Sakthiswary, Rajalingham, et al.
Publicado: (2014) -
The impact of diabetes mellitus on treatment and outcomes of rheumatoid arthritis at 5-year follow-up: results from a multi-ethnic Asian cohort
por: Xu, Chuanhui, et al.
Publicado: (2021) -
Missense variant in interleukin-6 signal transducer identified as susceptibility locus for rheumatoid arthritis in Chinese patients
por: Pang Leong, Khai, et al.
Publicado: (2021) -
Examining the common and specific grey matter abnormalities in childhood maltreatment and peer victimisation
por: Lim, Lena, et al.
Publicado: (2022)