A review on omics-based biomarkers discovery for Alzheimer's disease from the bioinformatics perspectives: statistical approach vs machine learning approach

MS Tan, PL Cheah, AV Chin, LM Looi… - Computers in biology and …, 2021 - Elsevier
… global population of elderly individuals aged 60 years and … omics studies are highlighted
and the prospects of AD omics research are proposed. Fig. 1 illustrates the omics technologies

[HTML][HTML] Primer on biomarker discovery in cardio-oncology: application of omics technologies

JW Rhee, B Ky, SH Armenian, CW Yancy, JC Wu - Cardio Oncology, 2020 - jacc.org
… , but studies have been limited by variable sensitivity, relatively small study populations with
… of biomarker discovery in cardiotoxicity, translating novel omics technologies to the clinic. …

Omics for the future in asthma

MI Abdel-Aziz, AH Neerincx, SJ Vijverberg… - Seminars in …, 2020 - Springer
… application of omics studies in the asthma field. Although the use of omics technologies has
… transcriptomics conducted in young adults and children aged 6–20 years old revealed that …

[HTML][HTML] Multi-omics signatures of the human early life exposome

L Maitre, M Bustamante, C Hernández-Ferrer… - Nature …, 2022 - nature.com
… For these same children, aged between 6 and 11 years, we performed in-depth multi-…
omics technologies of interest for future exposome studies, which were not included in our study, …

Omics phenotyping in heart failure: the next frontier

A Bayes-Genis, PP Liu, DE Lanfear… - European heart …, 2020 - academic.oup.com
… , expert discussion regarding the value of omics in identifying … The combination of multiple
omics technologies may create … of hospitalization, particularly among the elderly where it is the …

Multiomics technologies: role in disease biomarker discoveries and therapeutics

MA Dar, A Arafah, KA Bhat, A Khan… - Briefings in …, 2023 - academic.oup.com
… Furthermore, these omics technologies offer an important … discuss the importance of omics
technologies as promising tools … studies in metabolomics depict that the early vascular aging

Multi-omics approaches for revealing the complexity of cardiovascular disease

S Doran, M Arif, S Lam, A Bayraktar… - Briefings in …, 2021 - academic.oup.com
… approaches incorporating multi-omics data have emerged as an … Here, we review recent
studies that apply multi-omics … network analyses and other independent studies that have been …

Platelet “-omics” in health and cardiovascular disease

C Gutmann, A Joshi, M Mayr - Atherosclerosis, 2020 - Elsevier
… limit the advances of -omics technologies in clinical research. … in cardiovascular disease
from an -omics perspective. It will … In another study, the same investigators showed that aging-…

[HTML][HTML] Multi-omics microsampling for the profiling of lifestyle-associated changes in health

X Shen, R Kellogg, DJ Panyard, N Bararpour… - Nature Biomedical …, 2024 - nature.com
… Multi-omics technologies enable the quantification of thousands of molecules and can …
Despite major advances in omics technologies, the upstream sample collection and processing …

[HTML][HTML] The INSPIRE research initiative: A program for geroscience and healthy aging research going from animal models to humans and the healthcare system

P de Souto Barreto, S Guyonnet, I Ader… - … of Frailty & Aging, 2021 - Springer
aging using, as a first approach, omics “ID” for blood/urine (peptidome analysis) and feces
(microbiota). The omics … the different conditions retrieved in human aging. Phenotyping of …