Release Notes 62 (November 2019)

Table of Contents


The Gramene Knowledgebase Team is pleased to announce its Release #62 with the Genome section providing access to information on 96,607 GeneTree families comprising 2,146,774 individual genes from 67 plant genomes with 2,365,624 input proteins. It includes six new reference genomes: robusta coffee (Coffea canephora), hot pepper (Capsicum annuum), global artichoke (Cynara cardunculus), eragrostis tef (Eragrostis tef), durum wheat (Triticum turgidum, tetraploid AABB), and common liverwort (Marchantia polymorpha), and one updated genome: criollo cocoa, cacao or chocolate tree (Theobroma cacao).

The Plant Reactome, Gramene's pathway portal, hosts pathway projections for 97 species ranging from unicellular autotrophs to higher plants. In this release, we have extended orthology-based pathway projections for 15 new species; added 6 newly curated pathways; and updated 11 pathways in tthe reference species Oryza sativa (resulting in a total of 306 rice pathways). In the following sections we provide detailed summary of updates in the Gramene Knowledgebase. 

The Gramene Knowledgebase is a curated, open-source, integrated data resource for comparative functional genomics in crops and model plant species. The genome databases were built in direct collaboration with Ensembl Plants and the Plant Reactome database was produced in collaboration with the Reactome project. Core funding for the project is provided by the National Science Foundation, USA.

GENOMES Release Notes 

  • New genomes:
  1. Robusta coffee (Coffea canephora): assembly and annotation GCA_900059795.1.
  2. Hot pepper (Capsicum annuum): assembly and annotation GCA_000512255.2.
  3. Global artichoke (Cynara cardunculus): assembly and annotation GCA_001531365.1.
  4. Eragrostis tef (Eragrostis tef): assembly from ENA (GCA_000970635.1) and community annotation.
  5. Durum wheat (Triticum turgidum, tetraploid AABB).
  6. Common liverwort (Marchantia polymorpha): assembly and annotation GCA_003032435.1.
  • Updated genomes:
  1. Criollo cocoa, cacao or chocolate tree (Theobroma cacao): assembly update GCA_000208745.2.
  • New & Updated data: 
  1. New whole genome alignments for robusta coffee (Coffea canefora), hot pepper (Capsicum annuum), global artichoke (Cynara cardunculus), eragrostis tef (Eragrostis tef), durum wheat (Triticum turgidum), common liverwort (Marchantia polymorpha), and chocolate tree (Theobroma cacao); see summary here.
  2. New synteny data for robusta coffee (Coffea canefora), hot pepper (Capsicum annuum), and chocolate tree (Theobroma cacao); see summary here.
  3. Updated split gene predictions from peptide comparative genomics.
  4. The Pan-taxonomic Compara set of gene trees was updated with two new plant species added (Marchantia polymorpha and Brachypodium distachyon), and one removed (Chondrus crispus).
  5. Updated metadata for wheat EMS-induced mutations.
  6. KASP marker information for the TILLING population is being displayed on the genetic variation pages for wheat.

List of Genomes (Genome browser)

Name

Assembly

Accession

Actinidia chinensis Red5

Red5_PS1_1.69.0

GCA_003024255.1

Aegilops tauschii

Aet_v4.0

GCA_002575655.1

Amborella trichopoda

AMTR1.0

GCA_000471905.1

Arabidopsis halleri

Ahal2.2

GCA_900078215.1

Arabidopsis lyrata

v.1.0

GCA_000004255.1

Arabidopsis thaliana

TAIR10

GCA_000001735.1

Beta vulgaris

RefBeet-1.2.2

GCA_000511025.2

Brachypodium distachyon

Brachypodium_distachyon_v3.0

GCA_000005505.4

Brassica napus

AST_PRJEB5043_v1

GCA_000751015.1

Brassica oleracea

BOL

GCA_000695525.1

Brassica rapa

Brapa_1.0

GCA_000309985.1

Capsicum annuum ASM51225v2 GCA_000512255.2

Chlamydomonas reinhardtii

Chlamydomonas_reinhardtii_v5.5

GCA_000002595.3

Chondrus crispus

ASM35022v2

GCA_000350225.2

Coffea canephora AUK_PRJEB4211_v1 GCA_900059795.1

Corchorus capsularis

CCACVL1_1.0

GCA_001974805.1

Cucumis sativus

ASM407v2

GCA_000004075.2

Cyanidioschyzon merolae

ASM9120v1

GCA_000091205.1

Cynara cardunculus CcrdV1 GCA_001531365.1

Daucus carota

ASM162521v1

GCA_001625215.1

Dioscorea rotundata

TDr96_F1_Pseudo_Chromosome_v1.0

GCA_002240015.2

Eragrostis tef ASM97063v1 GCA_000970635.1

Galdieria sulphuraria

ASM34128v1

GCA_000341285.1

Glycine max

Glycine_max_v2.1

GCA_000004515.4

Gossypium raimondii

Graimondii2_0

GCA_000327365.1

Helianthus annuus

HanXRQr1.0

GCA_002127325.1

Hordeum vulgare

IBSC_v2

tbd

Leersia perrieri

Lperr_V1.4

GCA_000325765.3

Lupinus angustifolius

LupAngTanjil_v1.0

GCA_001865875.1

Manihot esculenta

Manihot_esculenta_v6

GCA_001659605.1

Marchantia polymorpha Marchanta_polymorpha_v1 GCA_003032435.1

Medicago truncatula

MedtrA17_4.0

GCA_000219495.2

Musa acuminata

ASM31385v1

GCA_000313855.1

Nicotiana attenuata

NIATTr2

GCA_001879085.1

Oryza barthii

O.barthii_v1

GCA_000182155.2

Oryza brachyantha

Oryza_brachyantha.v1.4b

GCA_000231095.2

Oryza glaberrima

Oryza_glaberrima_V1

GCA_000147395.1

Oryza glumipatula

Oryza_glumaepatula_v1.5

GCA_000576495.1

Oryza longistaminata

O_longistaminata_v1.0

GCA_000789195.1

Oryza meridionalis

Oryza_meridionalis_v1.3

GCA_000338895.2

Oryza nivara

Oryza_nivara_v1.0

GCA_000576065.1

Oryza punctata

Oryza_punctata_v1.2

GCA_000573905.1

Oryza rufipogon

OR_W1943

GCA_000817225.1

Oryza sativa Indica Group

ASM465v1

GCA_000004655.2

Oryza sativa Japonica Group

IRGSP-1.0

GCA_001433935.1

Ostreococcus lucimarinus

ASM9206v1

GCA_000092065.1

Panicum hallii FIL2

PHallii_v3.1

GCA_002211085.2

Panicum hallii HAL2

PhalliiHAL_v2.1

GCA_003061485.1

Phaseolus vulgaris

PhaVulg1_0

GCA_000499845.1

Physcomitrella patens

Phypa_V3

GCA_000002425.2

Populus trichocarpa

Pop_tri_v3

GCA_000002775.3

Prunus persica

Prunus_persica_NCBIv2

GCA_000346465.2

Selaginella moellendorffii

v1.0

GCA_000143415.1

Setaria italica

Setaria_italica_v2.0

GCA_000263155.2

Solanum lycopersicum

SL3.0

GCA_000188115.3

Solanum tuberosum

SolTub_3.0

GCA_000226075.1

Sorghum bicolor

Sorghum_bicolor_NCBIv3

GCA_000003195.3

Theobroma cacao

Theobroma_cacao_20110822

GCA_000208745.2

Trifolium pratense

Trpr

GCA_900079335.1

Triticum aestivum

IWGSC

GCA_900519105.1

Triticum turgidum Svevo.v1 GCA_900231445

Triticum dicoccoides

WEWSeq_v.1.0

GCA_002162155.1

Triticum urartu

ASM34745v1

GCA_000347455.1

Vigna angularis

Vigan1.1

GCA_001190045.1

Vigna radiata

Vradiata_ver6

GCA_000741045.2

Vitis vinifera

12X

GCA_000003745.2

Zea mays

B73_RefGen_v4

GCA_000005005.6

 

Compara

Gene Trees

The EnsemblCompara GeneTree database updated. A total of 96,607 GeneTree families comprising 2,146,774 individual genes from 67 plant genomes with 2,365,624 input proteins.

Putative Split Genes

  • Updated Split Genes: Updated split genes for the current release are available on FTP site.  These are putative gene annotation artifacts (also known as contiguous gene split models) and are based on the latest Ensembl Compara Gene Tree database. 
  • Brief statistics for each species is given below.
Species_id Split_gene_counts
Actinidia_chinensis_var._chinensis 156
Aegilops_tauschii_subsp._strangulata 212
Arabidopsis_lyrata_subsp._lyrata 94
Arabidopsis_thaliana 38
Beta_vulgaris_subsp._vulgaris 50
Brachypodium_distachyon 76
Brassica_oleracea_var._oleracea 678
Brassica_rapa 90
Capsicum_annuum 748
Chlamydomonas_reinhardtii 38
Coffea_canephora 322
Cucumis_sativus 486
Daucus_carota_subsp._sativus 218
Dioscorea_rotundata 228
Glycine_max 234
Gossypium_raimondii 434
Helianthus_annuus 636
Hordeum_vulgare_subsp._vulgare 162
Leersia_perrieri 98
Lupinus_angustifolius 118
Manihot_esculenta 132
Medicago_truncatula 212
Musa_acuminata_subsp._malaccensis 648
Nicotiana_attenuata 58
Oryza_barthii 120
Oryza_brachyantha 198
Oryza_glaberrima 422
Oryza_glumipatula 174
Oryza_meridionalis 118
Oryza_nivara 106
Oryza_punctata 100
Oryza_rufipogon 102
Oryza_sativa_Indica_Group 502
Oryza_sativa_Japonica_Group 458
Ostreococcus_lucimarinus_CCE9901 12
Panicum_hallii_var._filipes 130
Panicum_hallii_var._hallii 126
Phaseolus_vulgaris 682
Physcomitrella_patens 48
Populus_trichocarpa 220
Prunus_persica 78
Setaria_italica 418
Solanum_lycopersicum 468
Solanum_tuberosum 324
Sorghum_bicolor 34
Theobroma_cacao 22
Trifolium_pratense 484
Triticum_aestivum 500
Triticum_dicoccoides 946
Triticum_turgidum_subsp_durum 610
Vigna_angularis 218
Vigna_radiata_var._radiata 62
Vitis_vinifera 498
Zea_mays 200

Genomic alignments

 Here is a summary of all 299 genomic alignments.

 New whole-genome alignments between:

  • Robusta coffee (Coffea canefora) and Arabidopsis / Grape / Rice / Tomato.
  • Hot pepper (Capsicum annuum) and Arabidopsis / Grape / Rice / Tomato.
  • Global artichoke (Cynara cardunculus) and Arabidopsis / Grape / Rice / Tomato.
  • Eragrostis tef (Eragrostis tef) and Arabidopsis / Grape / Rice.
  • Durum wheat (Triticum turgidum) and Arabidipsis / Brachypodium / Grape / Rice.
  • Common liverwort (Marchantia polymorpha) and Arabidopsis / Grape / Rice.
  • Chocolate tree (Theobroma cacao) and Arabidopsis thaliana, A. lyrata, A. halleri / Brassica napus, B. oleracea, B. rapa / Corchorus capsularis / Gossypium raimondii / Grape / Rice.

Synteny data

 Here is a summary of all 66 synteny maps. The following synteny maps are new.

  • Robusta coffee (Coffea canefora) with Grape / Tomato.
  • Hot pepper (Capsicum annuum) with Tomato.
  • Chocolate tree (Theobroma cacao) with Grape.

Protein Annotation, GO, Xref Protein domain information 

These were generated for the new and updated genomes.

Gramene Mart


PATHWAYS Release Notes
(Plant Reactome Version 19; Gramene r62) Summary:

This release represents a significant expansion in the number of curated pathways, projected species, and associated inferred pathways, reactions and genes (~25% data increase). Plant Reactome now hosts pathway projections for 97 plant species. Here, we provide a summary of Gramene Release 62 including website and coding updates, a list of new & updated pathways, information on new species, and projection statistics.

Website and coding updates

This release utilizes an updated ortho-inference process, converted to Java from Perl and revised for efficiency. The script uses the rules previously set up for ortho-inference while containing minor adjustments to facilitate changes in the underlying Reactome data schema and take advantage of new features and functionalities present in our partner Reactome site.

Analytical tools

Currently, Plant Reactome supports researchers with the following analytical tools:

- Search for gene/protein, metabolites, pathways
- Upload and analyze gene-expression data on plant pathways
- Upload and analyze gene-gene interaction data on plant pathways
- Compare reference rice pathways with pathways from any of 97 projected species hosted by Plant Reactome.

Curation of reference rice pathways

We have added 6 newly curated pathways, 11 updated pathways, and 2 "container" pathways, resulting in a total of 306 reference rice pathways. In this release, we focused on updates to rice metabolic pathways and curation of cell-cycle events.

New pathways Updated pathways
G1 Phase
    - G1/S Transition
        - Assembly of pre-replication complex
        - Activation of pre-replication complex
        - G1/S-specific transcription
OsNAC5 transcription network involved in drought and high salinity tolerance
Allantoin degradation
Aminopropanol biosynthesis
Ascorbate biosynthesis
Vitamin E biosynthesis
Arginine biosynthesis
Asparagine biosynthesis
Beta-alanine biosynthesis I
Beta-alanine biosynthesis III
Tyrosine degradation I
Ammonia assimilation cycle
Ureide biosynthesis

Below: An example of newly curated cell-cycle pathways representing G1/S transition during mitosis. Our data model represents various steps of this event within the nucleoplasm (assembly of the pre-replication complex, activation of the pre-replication complex, and G1/S-specific transcription). Clickable elements allow the user to highlight a subset of reactions. For example, in this pathway, highlighted blue lines show "Activation of the pre-replication complex in G1/S transition":

Sample curated pathway r62

Pathway Projection Statistics

We have extended orthology-based pathway projections for 15 new species (in bold below). Plant Reactome now hosts pathway projections for 97 species ranging from unicellular autotrophs to higher plants.

*data from sequenced transcriptomes
^ projections currently exclude cell-cycle pathways and annotations
Planteome Inparanoid data was kindly provided by the Planteome project
When available the outgoing links from gene product IDs mapped to reactions are always hyperlinked to respective entries in collaborator databases/online resources

Species

Pathways

Reactions

Genes

Sequence
Source

Homology
Method

Oryza sativa

306

1810

1939

UniProt

Curated Reference

Actinidia chinensis

253

646

1575

Ensembl Gramene

Compara

Aegilops tauschii

251

681

1231

Ensembl Gramene

Compara

Amborella trichopoda

254

636

763

Ensembl Gramene

Compara

Arabidopsis halleri

252

639

1157

Ensembl Gramene

Compara

Arabidopsis lyrata

252

644

1209

Ensembl Gramene

Compara

Arabidopsis thaliana

252

650

1203

Ensembl Gramene

Compara

Arachis duranensis

262

704

1543

PeanutBase

Inparanoid

Arachis ipaensis

260

672

1516

PeanutBase

Inparanoid

Asparagus officinalis

260

632

1049

Phytozome

Inparanoid

Beta vulgaris

249

630

848

Ensembl Gramene

Compara

Brachypodium distachyon

248

676

1120

Ensembl Gramene

Compara

Brassica napus

251

646

3605

Ensembl Gramene

Compara

Brassica oleracea

252

641

1818

Ensembl Gramene

Compara

Brassica rapa

248

637

1777

Ensembl Gramene

Compara

Cajanus cajan

258

670

1551

LegumeInfo

Inparanoid

Cannabis sativa

251

638

952

JCVI

Inparanoid

Cannabis sativa subsp. Indica

259

660

1082

CCBR-UToronto

Inparanoid

Capsella rubella

259

668

1742

Phytozome

Inparanoid

Capsicum annuum

249

602

1093

Ensembl Gramene

Compara

Chlamydomonas reinhardtii

178

348

295

Ensembl Gramene

Compara

Chondrus crispus

151

220

201

Ensembl Gramene

Compara

Cicer arietinum

260

655

1272

NCBI

Inparanoid

Citrullus lanatus

257

660

1155

CuGenDB

Inparanoid

Citrus sinensis

256

668

2838

Phytozome

Inparanoid

Coffea canephora

247

631

950

Ensembl Gramene

Compara

Corchorus capsularis

246

601

878

Ensembl Gramene

Compara

Corchorus olitorius

259

636

1292

NCBI

Inparanoid

Cucumis sativus

251

638

952

Ensembl Gramene

Compara

Cyanidioschyzon merolae

143

229

196

Ensembl Gramene

Compara

Cynara cardunculus var.scolymus

251

626

1121

Ensembl Gramene

Compara

Daucus carota

248

611

1193

Ensembl Gramene

Compara

Dioscorea rotundata

240

518

655

Ensembl Gramene

Compara

Eragrostis tef

250

666

1644

Ensembl Gramene

Compara

Erythranthe guttata

256

668

1485

Phytozome

Inparanoid

Eucalyptus grandis

259

675

1690

Phytozome

Inparanoid

Fragaria vesca

258

640

1317

Phytozome

Inparanoid

Galdieria sulphuraria

157

278

238

Galdieria sulphuraria

Compara

Glycine max

247

644

2134

Glycine max

Compara

Gossypium raimondii

252

655

1604

Gossypium raimondii

Compara

Helianthus annuus

251

634

1725

Helianthus annuus

Compara

Hordeum vulgare

250

645

1137

Hordeum vulgare

Compara

Humulus lupulus haplotig

236

453

707

Hendrix Lab (OSU)

Inparanoid

Humulus lupulus primary

253

648

2204

Hendrix Lab (OSU)

Inparanoid

Jatropha curcas

255

633

1208

KDRI (Kazusa)

Inparanoid

Leersia perrieri

252

661

1075

Leersia perrieri

Compara

Lupinus angustifolius

251

642

1577

Lupinus angustifolius

Compara

Malus domestica

257

661

2701

PMID: 20802477

Inparanoid

Manihot esculenta

252

647

1326

Ensembl Gramene

Compara

Marchantia polymorpha

235

558

665

Ensembl Gramene

Compara

Medicago truncatula

249

638

1281

Ensembl Gramene

Compara

Musa acuminata

242

618

1401

Ensembl Gramene

Compara

Nelumbo nucifera

259

657

1372

iPlant Collaborative

Inparanoid

Nicotiana attenuata

246

544

786

Ensembl Gramene

Compara

Oryza australiensis *

254

622

2205

OMAP/OGE

Inparanoid

Oryza barthii

254

692

1147

Ensembl Gramene

Compara

Oryza brachyantha

251

677

1097

Ensembl Gramene

Compara

Oryza glaberrima

259

689

1137

Ensembl Gramene

Compara

Oryza glumaepatula

255

700

1147

Ensembl Gramene

Compara

Oryza granulata

253

628

4099

OMAP/OGE

Inparanoid

Oryza indica

259

719

1253

Ensembl Gramene

Compara

Oryza longistaminata *

250

649

993

Ensembl Gramene

Compara

Oryza meridionalis

248

617

985

Ensembl Gramene

Compara

Oryza minuta *

256

649

2682

OMAP/OGE

Inparanoid

Oryza nivara

254

709

1150

Ensembl Gramene

Compara

Oryza officinalis *

259

655

2319

OMAP/OGE

Inparanoid

Oryza punctata

251

683

1161

Ensembl Gramene

Compara

Oryza rufipogon

254

699

1165

Ensembl Gramene

Compara

Oryza sativa aus kasalath

203

301

377

PMID: 24578372

Inparanoid

Ostreococcus lucimarinus

171

292

247

Ensembl Gramene

Compara

Panicum hallii FIL2

252

693

1156

Ensembl Gramene

Compara

Panicum hallii var. hallii HAL2

254

696

1182

Ensembl Gramene

Compara

Phaseolus vulgaris

253

650

1185

Ensembl Gramene

Compara

Phoenix dactylifera

252

630

1423

PMID: 23917264

Inparanoid

Phyllostachys edulis

256

629

1877

NCGR

Inparanoid

Physcomitrella patens

232

552

1186

Ensembl Gramene

Compara

Picea abies

257

621

1821

Congenie

Inparanoid

Pinus taeda

251

612

2615

TreeBase

Inparanoid

Populus trichocarpa

253

648

1502

Ensembl Gramene

Compara

Prunus persica

253

655

1028

Ensembl Gramene

Compara

Salvia hispanica

258

642

2163

Jaiswal Lab (OSU)

Inparanoid

Selaginella moellendorffii

237

548

1304

Ensembl Gramene

Compara

Setaria italica

253

680

1185

Ensembl Gramene

Compara

Solanum lycopersicum

250

639

1075

Ensembl Gramene

Compara

Solanum tuberosum

244

607

1084

Ensembl Gramene

Compara

Sorghum bicolor

251

690

1180

Ensembl Gramene

Compara

Synechocystis sp. PCC 6803

146

265

212

Jaiswal Lab (OSU)

Inparanoid

Theobroma cacao

253

647

989

Ensembl Gramene

Compara

Trifolium pratense

253

644

1116

Ensembl Gramene

Compara

Triticum aestivum

255

703

3982

Ensembl Gramene

Compara

Triticum dicoccoides

254

694

2334

Ensembl Gramene

Compara

Triticum turgidum *

252

695

2387

Ensembl Gramene

Compara

Triticum urartu

245

601

959

Ensembl Gramene

Compara

Vigna angularis

251

631

1128

Ensembl Gramene

Compara

Vigna radiata

242

590

975

Ensembl Gramene

Compara

Vitis vinifera

252

649

1028

Ensembl Gramene

Compara

Zea mays

253

678

1466

Ensembl Gramene

Compara

Zoysia japonica

256

637

1893

KDRI (Kazusa)

Inparanoid

NOTE: The pathway counts for both reference and projected species include a few organizational “container” names, such as “Hormone biosyntheses” and “Metabolism”. Additionally, the bulk of the projected pathways occur in the areas of metabolic and regulatory function, whereas the rice reference data set has additional pathways related to cell cycle functions. We are not currently using these additional pathways as a source for orthology projection.

The Plant Reactome increasingly includes curated regulatory and developmental pathways, which require more reference DNA and RNA sequence elements, in addition to the traditional protein-coding elements. These sequence elements are not included in Reactome ortho-inference at this time, although we are actively working to enhance the projection process to include these elements on projected pathways in future releases.

Plant Reactome mirror at Powered-by-CyVerse

We continue to leverage the resources made available in the Powered-by-CyVerse virtual server environment by providing the Plant Reactome database mirror (https://plantreactome.cyverse.org) to facilitate training, education, and integration with the CyVerse platform and user community.


Infrastructure

Web Services: Gramene's web services page documents many ways to directly connect to and analyze our databases.

  • Public MySQL Server: 

Our partner Ensembl Genomes offers a public, read-only MySQL server with copies of the species-specific and comparative genomic databases that we use. To use this with the mysql command-line client:

$ mysql -hmysql-eg-publicsql.ebi.ac.uk -P4157 -uanonymous

Please note that the versioning scheme used at this public database differs from ours; Gramene's release 62_98 is set as version 45_98 at Ensembl.

  • Website and coding updates

The latest Plant Reactome pathway data has been re-indexed and made available via Gramene search.


Recent Publications:

  1. Naithani S., P. Gupta, J. Preece, P. D'Eustachio, J. Elser, J. Kiff, P. Garg, D.A. Dikeman$, A.J. Olson, S. Wei, M.K. Tello-Ruiz, J. Cook, A. Fabregat, T. Cheng, E. Bolton, A.F. Muñoz-Pomer, S. Mohammed, I. Papatheodorou, L. Stein, D. Ware, and P. Jaiswal (2019). Plant Reactome: A knowledgebase and resource for comparative pathway analysis. Nucleic Acids Res. https://doi.org/10.1093/nar/gkz996.
  2. Howe K.L., B. Contreras-Moreira, N. De Silva, G. Maslen, W. Akanni, J. Allen, J. Alvarez-Jarreta, M. Barba, D.M. Bolser, L. Cambell, M. Carbajo, M. Chakiachvili, M. Christensen, C. Cummins, A. Cuzick, P. Davis, S. Fexova, A. Gall, N. George, L. Gil, P. Gupta, K. E. Hammond-Kosack, E. Haskell, S. E. Hunt, P. Jaiswal, S. H. Janacek, P. J. Kersey, N. Langridge, U. Maheswari, T. Maurel, M. D. McDowall, B. Moore, M. Muffato, G. Naamati, S. Naithani, A. Olson, I. Papatheodorou, M. Patricio, M. Paulini, H. Pedro, E. Perry, J. Preece, M. Rosello, M. Russell, V. Sitnik, D. M. Staines, J. Stein, M. K. Tello-Ruiz, S. J. Trevanion, M. Urban, S. Wei, D. Ware, G. Williams, A. D. Yates, P. Flicek (2019). Ensembl Genomes 2020—enabling non-vertebrate genomic research. Nucleic Acids Res., gkz890, https://doi.org/10.1093/nar/gkz890
  3. Tello-Ruiz MK, Marco CF, Hsu FM, Khangura RS, Qiao P, et al. (2019) Double triage to identify poorly annotated genes in maize: The missing link in community curation. PLOS ONE 14(10): e0224086. https://doi.org/10.1371/journal.pone.0224086
  4. Naithani S, P. Gupta, J. Preece, P. Garg, V. Fraser, L.K. Padgitt-Cobb, M. Martin, K. Vining and P. Jaiswal (2019). Involving community in genes and pathway curation. Database, 2019:1-8,  https://doi.org/10.1093/database/bay146

 

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The Gramene Team
www.gramene.org.