Pharmacogenomics in practice: A review and implementation guide

D Kabbani, R Akika, A Wahid, AK Daly… - Frontiers in …, 2023 - frontiersin.org
Considerable efforts have been exerted to implement Pharmacogenomics (PGx), the study
of interindividual variations in DNA sequence related to drug response, into routine clinical …

Genome-wide association testing beyond SNPs

L Harris, EM McDonagh, X Zhang, K Fawcett… - Nature Reviews …, 2024 - nature.com
Decades of genetic association testing in human cohorts have provided important insights
into the genetic architecture and biological underpinnings of complex traits and diseases …

Contig: Self-supervised multimodal contrastive learning for medical imaging with genetics

A Taleb, M Kirchler, R Monti… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
High annotation costs are a substantial bottleneck in applying modern deep learning
architectures to clinically relevant medical use cases, substantiating the need for novel …

GAWMerge expands GWAS sample size and diversity by combining array-based genotyping and whole-genome sequencing

R Mathur, F Fang, N Gaddis, DB Hancock… - Communications …, 2022 - nature.com
Genome-wide association studies (GWAS) have made impactful discoveries for complex
diseases, often by amassing very large sample sizes. Yet, GWAS of many diseases remain …

Use of Artificial Intelligence in Improving Outcomes in Heart Disease: A Scientific Statement From the American Heart Association

AA Armoundas, SM Narayan, DK Arnett… - Circulation, 2024 - Am Heart Assoc
A major focus of academia, industry, and global governmental agencies is to develop and
apply artificial intelligence and other advanced analytical tools to transform health care …

[HTML][HTML] Tutorial: a statistical genetics guide to identifying HLA alleles driving complex disease

S Sakaue, S Gurajala, M Curtis, Y Luo, W Choi… - Nature protocols, 2023 - nature.com
The human leukocyte antigen (HLA) locus is associated with more complex diseases than
any other locus in the human genome. In many diseases, HLA explains more heritability …

Extent to which array genotyping and imputation with large reference panels approximate deep whole-genome sequencing

SC Hanks, L Forer, S Schönherr, J LeFaive… - The American Journal of …, 2022 - cell.com
Understanding the genetic basis of human diseases and traits is dependent on the
identification and accurate genotyping of genetic variants. Deep whole-genome sequencing …

Physical activity, sedentary behavior, and type 2 diabetes: mendelian randomization analysis

S Yuan, X Li, Q Liu, Z Wang, X Jiang… - Journal of the …, 2023 - academic.oup.com
Context The causality and pathways of the associations between physical activity and
inactivity and the risk of type 2 diabetes remain inconclusive. Objective We conducted an …

Risk of recurrent stroke in Rotterdam between 1990 and 2020: a population-based cohort study

BP Berghout, D Bos, PJ Koudstaal… - The Lancet Regional …, 2023 - thelancet.com
Background After an initial stroke, current clinical practice is aimed at preventing recurrent
stroke. Thus far, population-based estimates on the risk of recurrent stroke remain scarce …

[HTML][HTML] Laboratory perspectives in the development of polygenic risk scores for disease: A points to consider statement of the American College of Medical Genetics …

HV Reddi, H Wand, B Funke, MT Zimmermann… - Genetics in …, 2023 - Elsevier
Disclaimer: This Points to Consider document is designed primarily as an educational
resource for clinical laboratory geneticists to help them provide quality clinical laboratory …