Multimodal biomedical AI

JN Acosta, GJ Falcone, P Rajpurkar, EJ Topol - Nature Medicine, 2022 - nature.com
The increasing availability of biomedical data from large biobanks, electronic health records,
medical imaging, wearable and ambient biosensors, and the lower cost of genome and …

Gene regulatory network inference in the era of single-cell multi-omics

P Badia-i-Mompel, L Wessels, S Müller-Dott… - Nature Reviews …, 2023 - nature.com
The interplay between chromatin, transcription factors and genes generates complex
regulatory circuits that can be represented as gene regulatory networks (GRNs). The study …

Large-scale plasma proteomics comparisons through genetics and disease associations

GH Eldjarn, E Ferkingstad, SH Lund, H Helgason… - Nature, 2023 - nature.com
High-throughput proteomics platforms measuring thousands of proteins in plasma combined
with genomic and phenotypic information have the power to bridge the gap between the …

The human genetic epidemiology of COVID-19

MEK Niemi, MJ Daly, A Ganna - Nature Reviews Genetics, 2022 - nature.com
Human genetics can inform the biology and epidemiology of coronavirus disease 2019
(COVID-19) by pinpointing causal mechanisms that explain why some individuals become …

The complex genetic architecture of Alzheimer's disease: novel insights and future directions

SJ Andrews, AE Renton, B Fulton-Howard… - …, 2023 - thelancet.com
Background Alzheimer's disease (AD) is a complex multifactorial neurodegenerative
disorder and the most common form of dementia. AD is highly heritable, with heritability …

Bringing the animal QTLdb and CorrDB into the future: meeting new challenges and providing updated services

ZL Hu, CA Park, JM Reecy - Nucleic acids research, 2022 - academic.oup.com
Abstract The Animal QTLdb (https://www. animalgenome. org/QTLdb) and CorrDB
(https://www. animalgenome. org/CorrDB) are unique resources for livestock animal …

Genome-wide analyses of ADHD identify 27 risk loci, refine the genetic architecture and implicate several cognitive domains

D Demontis, GB Walters, G Athanasiadis, R Walters… - Nature …, 2023 - nature.com
Attention-deficit hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder
with a major genetic component. Here, we present a genome-wide association study meta …

Challenges and opportunities for developing more generalizable polygenic risk scores

Y Wang, K Tsuo, M Kanai, BM Neale… - Annual review of …, 2022 - annualreviews.org
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 …

Physiological and pathological roles of lipogenesis

YG Jeon, YY Kim, G Lee, JB Kim - Nature Metabolism, 2023 - nature.com
Lipids are essential metabolites, which function as energy sources, structural components
and signalling mediators. Most cells are able to convert carbohydrates into fatty acids, which …

Applications of multi‐omics analysis in human diseases

C Chen, J Wang, D Pan, X Wang, Y Xu, J Yan… - MedComm, 2023 - Wiley Online Library
Multi‐omics usually refers to the crossover application of multiple high‐throughput screening
technologies represented by genomics, transcriptomics, single‐cell transcriptomics …