Genomics, convergent neuroscience and progress in understanding autism spectrum disorder

HR Willsey, AJ Willsey, B Wang… - Nature Reviews …, 2022 - nature.com
More than a hundred genes have been identified that, when disrupted, impart large risk for
autism spectrum disorder (ASD). Current knowledge about the encoded proteins—although …

Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine

NS Gupta, P Kumar - Computers in Biology and Medicine, 2023 - Elsevier
Mounting evidence has highlighted the implementation of big data handling and
management in the healthcare industry to improve the clinical services. Various private and …

[HTML][HTML] A structural variation reference for medical and population genetics

RL Collins, H Brand, KJ Karczewski, X Zhao, J Alföldi… - Nature, 2020 - nature.com
Structural variants (SVs) rearrange large segments of DNA and can have profound
consequences in evolution and human disease,. As national biobanks, disease-association …

[HTML][HTML] A cross-disorder dosage sensitivity map of the human genome

RL Collins, JT Glessner, E Porcu, M Lepamets… - Cell, 2022 - cell.com
Rare copy-number variants (rCNVs) include deletions and duplications that occur
infrequently in the global human population and can confer substantial risk for disease. In …

[HTML][HTML] Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

S Boughorbel, F Jarray, M El-Anbari - PloS one, 2017 - journals.plos.org
Data imbalance is frequently encountered in biomedical applications. Resampling
techniques can be used in binary classification to tackle this issue. However such solutions …

[HTML][HTML] The translational landscape of the human heart

S van Heesch, F Witte, V Schneider-Lunitz, JF Schulz… - Cell, 2019 - cell.com
Gene expression in human tissue has primarily been studied on the transcriptional level,
largely neglecting translational regulation. Here, we analyze the translatomes of 80 human …

Mapping and characterization of structural variation in 17,795 human genomes

HJ Abel, DE Larson, AA Regier, C Chiang, I Das… - Nature, 2020 - nature.com
A key goal of whole-genome sequencing for studies of human genetics is to interrogate all
forms of variation, including single-nucleotide variants, small insertion or deletion (indel) …

A copy number variation map of the human genome

M Zarrei, JR MacDonald, D Merico… - Nature reviews …, 2015 - nature.com
A major contribution to the genome variability among individuals comes from deletions and
duplications—collectively termed copy number variations (CNVs)—which alter the diploid …

Large-scale discovery of novel genetic causes of developmental disorders

Nature, 2015 - nature.com
Despite three decades of successful, predominantly phenotype-driven discovery of the
genetic causes of monogenic disorders, up to half of children with severe developmental …

[HTML][HTML] MVP predicts the pathogenicity of missense variants by deep learning

H Qi, H Zhang, Y Zhao, C Chen, JJ Long… - Nature …, 2021 - nature.com
Accurate pathogenicity prediction of missense variants is critically important in genetic
studies and clinical diagnosis. Previously published prediction methods have facilitated the …