Knowledge Tree
multi-omics
Also known as: multi-omics strategies, multiomics data, multi-omics approaches, multi-omics landscapes, multi-omics technologies
Facts (14)
Sources
Integrating allostasis and emerging technologies to study complex ... nature.com Nov 5, 2025 7 facts
accountH.G. and Y.J. searched the literature and wrote sections on multi-omics technologies.
referenceKovarik et al. (2023) identified a multi-omics based anti-inflammatory immune signature characterizing long COVID-19 syndrome, published in iScience.
procedureFuture research on allostasis should prioritize three goals: (1) standardizing allostatic load assessment via consensus biomarker panels, (2) conducting longitudinal studies to link chronic stress with allostatic dysregulation, and (3) leveraging integrative platforms like multi-omics and iPSC-based systems to model systemic adaptation.
claimThe integration of multi-omics and machine learning offers a systems-level framework for investigating the molecular underpinnings of allostatic dysregulation and enhances diagnostic and prognostic capabilities for chronic infectious diseases like Long COVID.
claimMulti-omics approaches enable system-level mapping of allostatic burden across diverse molecular layers, revealing sustained immune activation and metabolic disruption in conditions such as Long COVID.
referenceLin et al. (2024) reported in the Journal of Translational Medicine that multi-omics landscapes reveal heterogeneity in long COVID patients, specifically characterized by enhanced neutrophil activity.
claimRecent research into stress adaptation mechanisms utilizes technologies including multi-omics approaches, induced pluripotent stem cells (iPSCs), and organoid technology.
Medicinal plants and human health: a comprehensive review of ... link.springer.com Nov 5, 2025 3 facts
referenceZhao M, Che Y, Gao Y, and Zhang X published a review on the application of multi-omics in the study of traditional Chinese medicine in the journal Frontiers in Pharmacology in 2024.
referenceMulti-omics methods and molecular imaging technologies are used in combination to provide a comprehensive understanding of drug mechanisms and targeting, as noted by Zhao et al. (2024).
claimThe implementation of multi-omics strategies has established a systems biology paradigm that synthesizes genomic, transcriptomic, proteomic, and metabolomic datasets to reveal regulatory hierarchies controlling the production of bioactive compounds in plants.
Pharmacological Uses of New Bioactive Compounds from Medicinal ... academia.edu 1 fact
referenceZhu, F., Wen, W., Cheng, Y., Alseekh, S., & Fernie, A. R. (2023) authored the paper 'Integrating multiomics data accelerates elucidation of plant primary and secondary metabolic pathways', published in aBiotech.
The Evolutionary Impact of Dietary Shifts on Physical and Cognitive ... onfoods.it 1 fact
claimThe OBI-WAN-DIET research project utilizes a multi-omics approach to address obesity at the individual level through plant-based diets.
Pharmacological Uses of New Bioactive Compounds from Medicinal ... ouci.dntb.gov.ua 1 fact
referenceThe integration of multiomics data accelerates the elucidation of plant primary and secondary metabolic pathways, according to a 2023 study by Zhu, F., Wen, W., Cheng, Y., Alseekh, S., and Fernie, A. R. published in the journal aBiotech.
Combining novel technologies with interdisciplinary basic research ... onlinelibrary.wiley.com Oct 26, 2021 1 fact
claimStudies based on multi-omics can reveal the changes of key metabolites and genes in plants to understand how plants resist diseases and insect pests.