Using machine learning approaches for multi-omics data analysis: A review

PS Reel, S Reel, E Pearson, E Trucco… - Biotechnology advances, 2021 - Elsevier
With the development of modern high-throughput omic measurement platforms, it has
become essential for biomedical studies to undertake an integrative (combined) approach to …

[HTML][HTML] High-throughput proteomics: a methodological mini-review

M Cui, C Cheng, L Zhang - Laboratory investigation, 2022 - Elsevier
Proteomics plays a vital role in biomedical research in the post-genomic era. With the
technological revolution and emerging computational and statistic models, proteomic …

Applications of multi-omics technologies for crop improvement

Y Yang, MA Saand, L Huang, WB Abdelaal… - Frontiers in Plant …, 2021 - frontiersin.org
Multiple “omics” approaches have emerged as successful technologies for plant systems
over the last few decades. Advances in next-generation sequencing (NGS) have paved a …

Breast cancer heterogeneity and its implication in personalized precision therapy

L Guo, D Kong, J Liu, L Zhan, L Luo, W Zheng… - … hematology & oncology, 2023 - Springer
Breast cancer heterogeneity determines cancer progression, treatment effects, and
prognosis. However, the precise mechanism for this heterogeneity remains unknown owing …

A critical review of bottom-up proteomics: the good, the bad, and the future of this field

EJ Dupree, M Jayathirtha, H Yorkey, M Mihasan… - Proteomes, 2020 - mdpi.com
Proteomics is the field of study that includes the analysis of proteins, from either a basic
science prospective or a clinical one. Proteins can be investigated for their abundance …

Recent advanced technologies for the characterization of xenobiotic-degrading microorganisms and microbial communities

S Mishra, Z Lin, S Pang, W Zhang, P Bhatt… - … in Bioengineering and …, 2021 - frontiersin.org
Global environmental contamination with a complex mixture of xenobiotics has become a
major environmental issue worldwide. Many xenobiotic compounds severely impact the …

LRG1: an emerging player in disease pathogenesis

C Camilli, AE Hoeh, G De Rossi, SE Moss… - Journal of biomedical …, 2022 - Springer
The secreted glycoprotein leucine-rich α-2 glycoprotein 1 (LRG1) was first described as a
key player in pathogenic ocular neovascularization almost a decade ago. Since then, an …

Cell membrane-coated mimics: a methodological approach for fabrication, characterization for therapeutic applications, and challenges for clinical translation

V Chugh, K Vijaya Krishna, A Pandit - ACS nano, 2021 - ACS Publications
Cell membrane-coated (CMC) mimics are micro/nanosystems that combine an isolated cell
membrane and a template of choice to mimic the functions of a cell. The design exploits its …

Can omics deliver temperature resilient ready-to-grow crops?

A Raza, J Tabassum, H Kudapa… - Critical Reviews in …, 2021 - Taylor & Francis
Plants are extensively well-thought-out as the main source for nourishing natural life on
earth. In the natural environment, plants have to face several stresses, mainly heat stress …

Polyphenols in health and disease: gut microbiota, bioaccessibility, and bioavailability

J Bié, B Sepodes, PCB Fernandes, MHL Ribeiro - Compounds, 2023 - mdpi.com
Polyphenolic compounds (PC) are among the most abundant secondary metabolites in
nature. They are widely distributed in the world and can be found in fruits, cereals, tea …