Polygenic risk scores (PRS) estimate an individual's genetic likelihood of complex traits and diseases by aggregating information across multiple genetic variants identified from genome …
H Namkoong, R Edahiro, T Takano, H Nishihara… - Nature, 2022 - nature.com
Identifying the host genetic factors underlying severe COVID-19 is an emerging challenge,,,– . Here we conducted a genome-wide association study (GWAS) involving 2,393 cases of …
Y Wei, J Wu, Y Wu, H Liu, F Meng, Q Liu… - Advanced …, 2022 - Wiley Online Library
An abundant number of nanomaterials have been discovered to possess enzyme‐like catalytic activity, termed nanozymes. It is identified that a variety of internal and external …
Polygenic risk scores (PRS) measure genetic disease susceptibility by combining risk effects across the genome. For coronary artery disease (CAD), type 2 diabetes (T2D), and breast …
Uniform manifold approximation and projection (UMAP) has been rapidly adopted by the population genetics community to study population structure. It has become common in …
Y Yang, H Sun, Y Zhang, T Zhang, J Gong, Y Wei… - Cell reports, 2021 - cell.com
Transcriptomic analysis plays a key role in biomedical research. Linear dimensionality reduction methods, especially principal-component analysis (PCA), are widely used in …
M Vermeulen, K Smith, K Eremin, G Rayner… - … Acta Part A: Molecular …, 2021 - Elsevier
This study assesses the potential of Uniform Manifold Approximation and Projection (UMAP) as an alternative tool to t-distributed Stochastic Neighbor Embedding (t-SNE) for the …
A Abu-El-Haija, HV Reddi, H Wand, NC Rose… - Genetics in …, 2023 - Elsevier
Polygenic inheritance is a non-Mendelian form of inheritance in which the risk of a trait, disorder, or disease results from the combined contribution of variants from multiple genes …
Congenital heart diseases often involve maldevelopment of the evolutionarily recent right heart chamber. To gain insight into right heart structure and function, we fine-tuned deep …