Biophysical and mechanistic models for disease-causing protein variants

A Stein, DM Fowler, R Hartmann-Petersen… - Trends in biochemical …, 2019 - cell.com
The rapid decrease in DNA sequencing cost is revolutionizing medicine and science. In
medicine, genome sequencing has revealed millions of missense variants that change …

Developmental disorders caused by haploinsufficiency of transcriptional regulators: a perspective based on cell fate determination

R Zug - Biology Open, 2022 - journals.biologists.com
Many human birth defects and neurodevelopmental disorders are caused by loss-of-function
mutations in a single copy of transcription factor (TF) and chromatin regulator genes …

Using recurrent neural networks for predicting type-2 diabetes from genomic and tabular data

PN Srinivasu, J Shafi, TB Krishna, CN Sujatha… - Diagnostics, 2022 - mdpi.com
The development of genomic technology for smart diagnosis and therapies for various
diseases has lately been the most demanding area for computer-aided diagnostic and …

Contribution of rare and predicted pathogenic gene variants to childhood-onset lupus: a large, genetic panel analysis of British and French cohorts

A Belot, GI Rice, SO Omarjee, Q Rouchon… - The Lancet …, 2020 - thelancet.com
Background Systemic lupus erythematosus (SLE) is a rare immunological disorder and
genetic factors are considered important in its causation. Monogenic lupus has been …

[HTML][HTML] Deep learning methods for predicting disease status using genomic data

Q Wu, A Boueiz, A Bozkurt, A Masoomi… - Journal of biometrics …, 2018 - ncbi.nlm.nih.gov
Predicting disease status for a complex human disease using genomic data is an important,
yet challenging, step in personalized medicine. Among many challenges, the so-called …

CAGI SickKids challenges: Assessment of phenotype and variant predictions derived from clinical and genomic data of children with undiagnosed diseases

L Kasak, JM Hunter, R Udani, C Bakolitsa… - Human …, 2019 - Wiley Online Library
Whole‐genome sequencing (WGS) holds great potential as a diagnostic test. However, the
majority of patients currently undergoing WGS lack a molecular diagnosis, largely due to the …

Empowering individual trait prediction using interactions for precision medicine

D Gola, IR König - BMC bioinformatics, 2021 - Springer
Background One component of precision medicine is to construct prediction models with
their predicitve ability as high as possible, eg to enable individual risk prediction. In genetic …

What is new in HIES? Recent insights from the interface of primary immune deficiency and atopy

MJ Ponsford, W Rae, A Klocperk - Current Opinion in Allergy and …, 2018 - journals.lww.com
Disorders presenting at the interface between PID and allergy are often difficult to diagnose,
with serious consequences if missed. Application of NGS has already provided critical …

Genetics of Chronotype and Circadian Rhythm Disorders

L Kunorozva, J Lane - Genetics of Sleep and Sleep Disorders, 2024 - Springer
Circadian rhythms are important biological processes that are essential to human health and
well-being. These rhythms are generated by the internal “body clock” and regulate the sleep …

[HTML][HTML] 家系全外显子组测序鉴定Wolfram 综合征致病突变及其临床性状分析

孟祥雨, 闫丹丹, 陈香慧, 赖思宇, 徐云… - 上海交通大学学报 …, 2023 - xuebao.shsmu.edu.cn
目的· 拟鉴定一个可疑Wolfram 综合征的中国糖尿病家系的致病基因和突变位点,
并进行相关临床性状分析. 方法· 纳入糖尿病家系共12 名成员. 先证者于2013 年5 …