[HTML][HTML] An overview of DNA methylation-derived trait score methods and applications

MF Nabais, DA Gadd, E Hannon, J Mill, AF McRae… - Genome Biology, 2023 - Springer
Microarray technology has been used to measure genome-wide DNA methylation in
thousands of individuals. These studies typically test the associations between individual …

[HTML][HTML] Genetic and epigenetic background of diabetic kidney disease

N Sandholm, EH Dahlström, PH Groop - Frontiers in Endocrinology, 2023 - frontiersin.org
Diabetic kidney disease (DKD) is a severe diabetic complication that affects up to half of the
individuals with diabetes. Elevated blood glucose levels are a key underlying cause of DKD …

A methylation clock model of mild SARS‐CoV‐2 infection provides insight into immune dysregulation

W Mao, CM Miller, VD Nair, Y Ge… - Molecular Systems …, 2023 - embopress.org
DNA methylation comprises a cumulative record of lifetime exposures superimposed on
genetically determined markers. Little is known about methylation dynamics in humans …

Low-input and single-cell methods for Infinium DNA methylation BeadChips

SM Lee, CE Loo, RD Prasasya… - Nucleic Acids …, 2024 - academic.oup.com
Abstract The Infinium BeadChip is the most widely used DNA methylome assay technology
for population-scale epigenome profiling. However, the standard workflow requires over 200 …

Integrated analysis of blood DNA methylation, genetic variants, circulating proteins, microRNAs, and kidney failure in type 1 diabetes

Z Chen, E Satake, MG Pezzolesi, ZI Md Dom… - Science Translational …, 2024 - science.org
Variation in DNA methylation (DNAmet) in white blood cells and other cells/tissues has been
implicated in the etiology of progressive diabetic kidney disease (DKD). However, the …

[HTML][HTML] Using epigenomics to understand cellular responses to environmental influences in diseases

JJ Wattacheril, S Raj, DA Knowles, JM Greally - PLoS genetics, 2023 - journals.plos.org
It is a generally accepted model that environmental influences can exert their effects, at least
in part, by changing the molecular regulators of transcription that are described as …

DNA methylation signature aberration as potential biomarkers in treatment-resistant schizophrenia: Constructing a methylation risk score using a machine learning …

AKM Lu, JJ Lin, HH Tseng, XY Wang, FL Jang… - Journal of Psychiatric …, 2023 - Elsevier
Abstract Treatment-resistant schizophrenia (TRS) is defined as a non-response to at least
two trials of antipsychotic medication with an adequate dose and duration. We aimed to …

Methylation profiles at birth linked to early childhood obesity

D Lariviere, SJC Craig, IM Paul, EE Hohman… - … Origins of Health and …, 2024 - cambridge.org
Childhood obesity represents a significant global health concern and identifying its risk
factors is crucial for developing intervention programs. Many “omics” factors associated with …

Harnessing Artificial Intelligence in Multimodal Omics Data Integration: Paving the Path for the Next Frontier in Precision Medicine

Y Nam, J Kim, SH Jung, J Woerner… - Annual Review of …, 2024 - annualreviews.org
The integration of multiomics data with detailed phenotypic insights from electronic health
records marks a paradigm shift in biomedical research, offering unparalleled holistic views …

[HTML][HTML] Prenatal cocaine exposure and its influence on pediatric epigenetic clocks and epigenetic scores in humans

TW Viola, C Danzer, V Mardini, C Szobot… - Scientific Reports, 2024 - nature.com
The investigation of the effects of prenatal cocaine exposure (PCE) on offspring has been
inconsistent, with few studies investigating biological outcomes in humans. We profiled …