Network-Based Approaches for Multi-omics Integration.
Sign Up to like & getrecommendations! Published in 2020 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-0239-3_23
Abstract: Network-based approach is rapidly emerging as a promising strategy to integrate and interpret different -omics datasets, including metabolomics. The first section of this chapter introduces the current progresses and main concepts in multi-omics integration. The… read more here.
Keywords: network based; network; multi omics; omics integration ... See more keywords
MINDSETS: Multi-omics Integration with Neuroimaging for Dementia Subtyping and Effective Temporal Study
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-025-97674-0
Abstract: In the complex realm of cognitive disorders, Alzheimer’s disease (AD) and vascular dementia (VaD) are the two most prevalent dementia types, presenting entangled symptoms yet requiring distinct treatment approaches. The crux of effective treatment in… read more here.
Keywords: dementia; integration neuroimaging; multi omics; omics integration ... See more keywords
Multi-omics integration for both single-cell and spatially resolved data based on dual-path graph attention auto-encoder
Sign Up to like & getrecommendations! Published in 2024 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbae450
Abstract: Abstract Single-cell multi-omics integration enables joint analysis at the single-cell level of resolution to provide more accurate understanding of complex biological systems, while spatial multi-omics integration is benefit to the exploration of cell spatial heterogeneity… read more here.
Keywords: spatially resolved; multi omics; omics integration; single cell ... See more keywords
Multi-omics integration - a comparison of unsupervised clustering methodologies
Sign Up to like & getrecommendations! Published in 2019 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbx167
Abstract: With the recent developments in the field of multi-omics integration, the interest in factors such as data preprocessing, choice of the integration method and the number of different omics considered had increased. In this work,… read more here.
Keywords: multi omics; comparison unsupervised; integration; unsupervised clustering ... See more keywords
Insights from a Multi-Omics Integration (MOI) Study in Oil Palm (Elaeis guineensis Jacq.) Response to Abiotic Stresses: Part Two—Drought
Sign Up to like & getrecommendations! Published in 2022 at "Plants"
DOI: 10.3390/plants11202786
Abstract: Drought and salinity are two of the most severe abiotic stresses affecting agriculture worldwide and bear some similarities regarding the responses of plants to them. The first is also known as osmotic stress and shows… read more here.
Keywords: multi omics; oil palm; abiotic stresses; moi ... See more keywords