Machine learning-assisted approaches in modernized plant breeding programs

M Yoosefzadeh Najafabadi, M Hesami, M Eskandari - Genes, 2023 - mdpi.com
In the face of a growing global population, plant breeding is being used as a sustainable tool
for increasing food security. A wide range of high-throughput omics technologies have been …

Plants metabolome study: Emerging tools and techniques

MK Patel, S Pandey, M Kumar, MI Haque, S Pal… - Plants, 2021 - mdpi.com
Metabolomics is now considered a wide-ranging, sensitive and practical approach to
acquire useful information on the composition of a metabolite pool present in any organism …

Distinct identities of leaf phloem cells revealed by single cell transcriptomics

JY Kim, E Symeonidi, TY Pang, T Denyer… - The Plant …, 2021 - academic.oup.com
The leaf vasculature plays a key role in solute translocation. Veins consist of at least seven
distinct cell types, with specific roles in transport, metabolism, and signaling. Little is known …

[KNIHA][B] Data-centric biology: A philosophical study

S Leonelli - 2019 - degruyter.com
In recent decades, there has been a major shift in the way researchers process and
understand scientific data. Digital access to data has revolutionized ways of doing science in …

Plant genetic effects on microbial hubs impact host fitness in repeated field trials

B Brachi, D Filiault, H Whitehurst… - Proceedings of the …, 2022 - National Acad Sciences
Although complex interactions between hosts and microbial associates are increasingly well
documented, we still know little about how and why hosts shape microbial communities in …

The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of Pathway/Genome Databases

R Caspi, T Altman, R Billington, K Dreher… - Nucleic acids …, 2014 - academic.oup.com
Abstract The MetaCyc database (MetaCyc. org) is a comprehensive and freely accessible
database describing metabolic pathways and enzymes from all domains of life. MetaCyc …

The ModelSEED Biochemistry Database for the integration of metabolic annotations and the reconstruction, comparison and analysis of metabolic models for plants …

SMD Seaver, F Liu, Q Zhang, J Jeffryes… - Nucleic acids …, 2021 - academic.oup.com
For over 10 years, ModelSEED has been a primary resource for the construction of draft
genome-scale metabolic models based on annotated microbial or plant genomes. Now …

mapman: a user‐driven tool to display genomics data sets onto diagrams of metabolic pathways and other biological processes

O Thimm, O Bläsing, Y Gibon, A Nagel… - The Plant …, 2004 - Wiley Online Library
Summary mapman is a user‐driven tool that displays large data sets onto diagrams of
metabolic pathways or other processes. SCAVENGER modules assign the measured …

An “Electronic Fluorescent Pictograph” browser for exploring and analyzing large-scale biological data sets

D Winter, B Vinegar, H Nahal, R Ammar, GV Wilson… - PloS one, 2007 - journals.plos.org
Background The exploration of microarray data and data from other high-throughput projects
for hypothesis generation has become a vital aspect of post-genomic research. For the non …

The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases

R Caspi, T Altman, K Dreher, CA Fulcher… - Nucleic acids …, 2012 - academic.oup.com
Abstract The MetaCyc database (http://metacyc. org/) provides a comprehensive and freely
accessible resource for metabolic pathways and enzymes from all domains of life. The …