Systematic multi-omics integration (MOI) approach in plant systems biology
Across all facets of biology, the rapid progress in high-throughput data generation has
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
Machine learning: its challenges and opportunities in plant system biology
Sequencing technologies are evolving at a rapid pace, enabling the generation of massive
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
Integrated omics approaches in plant systems biology
Understanding cellular metabolic systems is vital not only for determining the function of
enzymatic genes, but also for elucidating the coordination among various metabolic …
enzymatic genes, but also for elucidating the coordination among various metabolic …
[HTML][HTML] Integration strategies of multi-omics data for machine learning analysis
Increased availability of high-throughput technologies has generated an ever-growing
number of omics data that seek to portray many different but complementary biological …
number of omics data that seek to portray many different but complementary biological …
Majorbio Cloud: A one‐stop, comprehensive bioinformatic platform for multiomics analyses
Y Ren, G Yu, C Shi, L Liu, Q Guo, C Han, D Zhang… - IMeta, 2022 - Wiley Online Library
The rapid developments of high‐throughput sequencing technology in the last decade
allowed the emergence of multiomics analyses. Analytic platforms for high‐throughput omics …
allowed the emergence of multiomics analyses. Analytic platforms for high‐throughput omics …
Charting plant gene functions in the multi-omics and single-cell era
T Depuydt, B De Rybel, K Vandepoele - Trends in Plant Science, 2023 - cell.com
Despite the increased access to high-quality plant genome sequences, the set of genes with
a known function remains far from complete. With the advent of novel bulk and single-cell …
a known function remains far from complete. With the advent of novel bulk and single-cell …
From single-to multi-omics: future research trends in medicinal plants
L Yang, Y Yang, L Huang, X Cui… - Briefings in bioinformatics, 2023 - academic.oup.com
Medicinal plants are the main source of natural metabolites with specialised
pharmacological activities and have been widely examined by plant researchers. Numerous …
pharmacological activities and have been widely examined by plant researchers. Numerous …
Advances in omics and bioinformatics tools for systems analyses of plant functions
K Mochida, K Shinozaki - Plant and Cell Physiology, 2011 - academic.oup.com
Omics and bioinformatics are essential to understanding the molecular systems that underlie
various plant functions. Recent game-changing sequencing technologies have revitalized …
various plant functions. Recent game-changing sequencing technologies have revitalized …
Multi-omics data integration, interpretation, and its application
I Subramanian, S Verma, S Kumar… - … and biology insights, 2020 - journals.sagepub.com
To study complex biological processes holistically, it is imperative to take an integrative
approach that combines multi-omics data to highlight the interrelationships of the involved …
approach that combines multi-omics data to highlight the interrelationships of the involved …
Integrating omics databases for enhanced crop breeding
H Chao, S Zhang, Y Hu, Q Ni, S Xin, L Zhao… - Journal of Integrative …, 2024 - degruyter.com
Crop plant breeding involves selecting and developing new plant varieties with desirable
traits such as increased yield, improved disease resistance, and enhanced nutritional value …
traits such as increased yield, improved disease resistance, and enhanced nutritional value …