skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: JGI Plant Gene Atlas: an updateable transcriptome resource to improve functional gene descriptions across the plant kingdom

Journal Article · · Nucleic Acids Research
DOI:https://doi.org/10.1093/nar/gkad616· OSTI ID:1993322
ORCiD logo; ORCiD logo; ; ; ORCiD logo; ; ; ; ; ORCiD logo; ; ; ; ; ; ORCiD logo; ; ORCiD logo; ; more »; ORCiD logo; ; ORCiD logo; ORCiD logo; ; ; ORCiD logo; ; ; ; ; ; ; ORCiD logo; ; ; ; ; ; ; ; ORCiD logo; ; ; ; ; ; ORCiD logo; ORCiD logo; ; ORCiD logo; ; ; ORCiD logo; ; ORCiD logo; ; ; ORCiD logo; ORCiD logo; ; ORCiD logo; ORCiD logo; ORCiD logo « less

Gene functional descriptions offer a crucial line of evidence for candidate genes underlying trait variation. Conversely, plant responses to environmental cues represent important resources to decipher gene function and subsequently provide molecular targets for plant improvement through gene editing. However, biological roles of large proportions of genes across the plant phylogeny are poorly annotated. Here we describe the Joint Genome Institute (JGI) Plant Gene Atlas, an updateable data resource consisting of transcript abundance assays spanning 18 diverse species. To integrate across these diverse genotypes, we analyzed expression profiles, built gene clusters that exhibited tissue/condition specific expression, and tested for transcriptional response to environmental queues. We discovered extensive phylogenetically constrained and condition-specific expression profiles for genes without any previously documented functional annotation. Such conserved expression patterns and tightly co-expressed gene clusters let us assign expression derived additional biological information to 64 495 genes with otherwise unknown functions. The ever-expanding Gene Atlas resource is available at JGI Plant Gene Atlas (https://plantgeneatlas.jgi.doe.gov) and Phytozome (https://phytozome.jgi.doe.gov/), providing bulk access to data and user-specified queries of gene sets. Combined, these web interfaces let users access differentially expressed genes, track orthologs across the Gene Atlas plants, graphically represent co-expressed genes, and visualize gene ontology and pathway enrichments.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Donald Danforth Plant Science Center, St. Louis, MO (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-05CH11231; SC0012629; FC02-02ER63421; SC0008451; SC0021126; SC0018277; SC0008769; SC0018409; SC0008834; AC05-00OR22725
OSTI ID:
1993322
Alternate ID(s):
OSTI ID: 1995662; OSTI ID: 2305737; OSTI ID: 2310928
Journal Information:
Nucleic Acids Research, Journal Name: Nucleic Acids Research Vol. 51 Journal Issue: 16; ISSN 0305-1048
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (64)

Independently Evolved Virulence Effectors Converge onto Hubs in a Plant Immune System Network journal July 2011
Three Acyltransferases and Nitrogen-responsive Regulator Are Implicated in Nitrogen Starvation-induced Triacylglycerol Accumulation in Chlamydomonas journal March 2012
A Galacturonic Acid–Containing Xyloglucan Is Involved in Arabidopsis Root Hair Tip Growth journal November 2012
The Physcomitrella patens gene atlas project: large-scale RNA-seq based expression data journal June 2018
Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation journal May 2010
KEGG: Kyoto Encyclopedia of Genes and Genomes journal January 2000
Fast and SNP-tolerant detection of complex variants and splicing in short reads journal February 2010
The Sorghum bicolor reference genome: improved assembly, gene annotations, a transcriptome atlas, and signatures of genome organization journal December 2017
WGCNA: an R package for weighted correlation network analysis journal December 2008
A Gene Regulatory Network for Root Epidermis Cell Differentiation in Arabidopsis journal January 2012
Characterizing and measuring bias in sequence data journal January 2013
Meta-analysis of RNA-seq expression data across species, tissues and studies journal December 2015
Mobile MUTE specifies subsidiary cells to build physiologically improved grass stomata journal March 2017
The effects of redox controls mediated by glutathione peroxidases on root architecture in Arabidopsis thaliana journal January 2014
Genomic basis underlying the metabolome-mediated drought adaptation of maize journal September 2021
Phytozome: a comparative platform for green plant genomics journal November 2011
PlantTFDB 4.0: toward a central hub for transcription factors and regulatory interactions in plants journal October 2016
Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates journal May 2020
Coexpression network analysis of neural tissue reveals perturbations in developmental processes in schizophrenia journal March 2010
The arabidopsis information resource: Making and mining the “gold standard” annotated reference plant genome: Tair: Making and Mining the “Gold Standard” Plant Genome journal August 2015
The development of Arabidopsis as a model plant journal March 2010
POFs: what we don’t know can hurt us journal November 2007
Integrating Genetic and Network Analysis to Characterize Genes Related to Mouse Weight journal January 2006
Plant phenotypic plasticity in a changing climate journal December 2010
Towards revealing the functions of all genes in plants journal April 2014
OrthoFinder: phylogenetic orthology inference for comparative genomics journal November 2019
PEATmoss ( Physcomitrella Expression Atlas Tool): a unified gene expression atlas for the model plant Physcomitrella patens journal January 2020
A rat RNA-Seq transcriptomic BodyMap across 11 organs and 4 developmental stages journal February 2014
Fast and inexpensive protocols for consistent extraction of high quality DNA and RNA from challenging plant and fungal samples for high-throughput SNP genotyping and sequencing applications journal October 2018
Growth Stages of Sorghum [Sorghum bicolor, (L.) Moench.]1 journal January 1972
A new reference genome for Sorghum bicolor reveals high levels of sequence similarity between sweet and grain genotypes: implications for the genetics of sugar metabolism journal May 2019
Steady sucrose degradation is a prerequisite for tolerance to root hypoxia journal March 2014
Rapid method for high-quality RNA isolation from seed endosperm containing high levels of starch journal June 2005
Cell Wall Heterogeneity in Root Development of Arabidopsis journal August 2016
Expression Atlas update: gene and protein expression in multiple species journal November 2021
Comprehensive comparative analysis of strand-specific RNA sequencing methods journal August 2010
Transcriptomic analysis of autistic brain reveals convergent molecular pathology journal May 2011
Biological pathway expression complementation contributes to biomass heterosis in Arabidopsis journal April 2021
HTSeq--a Python framework to work with high-throughput sequencing data journal September 2014
Describing and Quantifying Growth Stages of Perennial Forage Grasses journal January 1991
Normalization of RNA-seq data using factor analysis of control genes or samples journal August 2014
Resolution of deep angiosperm phylogeny using conserved nuclear genes and estimates of early divergence times journal September 2014
Identification of differentially expressed genes between sorghum genotypes with contrasting nitrogen stress tolerance by genome-wide transcriptional profiling journal January 2014
Divergent Evolutionary Pattern of Starch Biosynthetic Pathway Genes in Grasses and Dicots journal July 2012
The Bgee suite: integrated curated expression atlas and comparative transcriptomics in animals journal October 2020
A Systems Level Analysis of Transcriptional Changes in Alzheimer's Disease and Normal Aging journal February 2008
A Genome-Wide Analysis of the Effects of Sucrose on Gene Expression in Arabidopsis Seedlings under Anoxia journal March 2005
Transcriptome profiling revealed candidate genes, pathways and transcription factors related to nitrogen utilization and excessive nitrogen stress in perennial ryegrass journal March 2022
Induction of budding on chloronemata and caulonemata of the moss, Physcomitrella patens, using isopentenyladenine journal January 1985
The Arabidopsis Transcriptome Responds Specifically and Dynamically to High Light Stress journal December 2019
Analysis of oncogenic signaling networks in glioblastoma identifies ASPM as a molecular target journal November 2006
Quantitative and population genomics suggest a broad role of stay‐green loci in the drought adaptation of sorghum journal November 2021
Transcriptome and DNA methylome divergence of inflorescence development between 2 ecotypes in Panicum hallii journal April 2023
Genome-wide midrange transcription profiles reveal expression level relationships in human tissue specification journal September 2004
Overall Alteration of Circadian Clock Gene Expression in the Chestnut Cold Response journal October 2008
RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome journal August 2011
The Emerging Role of Reactive Oxygen Species Signaling during Lateral Root Development journal May 2014
The Moss Physcomitrella patens: A Novel Model System for Plant Development and Genomic Studies journal February 2009
Systems analysis of transcriptome data provides new hypotheses about Arabidopsis root response to nitrate treatments journal January 2014
Interaction between HY1 and H2O2 in auxin-induced lateral root formation in Arabidopsis journal December 2013
High-quality genome sequence of white lupin provides insight into soil exploration and seed quality journal January 2020
TimeTree: A Resource for Timelines, Timetrees, and Divergence Times journal April 2017
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 journal December 2014
Plant Public RNA‐seq Database: a comprehensive online database for expression analysis of ~45 000 plant public RNA‐Seq libraries journal March 2022

Similar Records

JGI Plant Genomics Gene Annotation Pipeline
Conference · Mon Jul 14 00:00:00 EDT 2014 · OSTI ID:1993322

The Sorghum bicolor reference genome: improved assembly, gene annotations, a transcriptome atlas, and signatures of genome organization
Journal Article · Tue Nov 21 00:00:00 EST 2017 · The Plant Journal · OSTI ID:1993322

JGI Computing 5-Year Strategic Plan
Technical Report · Wed Oct 01 00:00:00 EDT 2008 · OSTI ID:1993322

Related Subjects