Agricultural Sciences in the Big Data Era: Genotype and Phenotype Data Standardization, Utilization and Integration DOI Open Access
Cecilia Deng, Sushma Naithani, Sunita Kumari

и другие.

Опубликована: Июнь 14, 2023

The Genotype-Phenotype Working Group was established in November 2021 as part of the AgBioData Consortium (https://www.agbiodata.org) with goal identifying current challenges annotating and integrating large-scale genotype phenotype data. Over course year, members this working group identified different types data sets, explored experimental platforms methods for generation, examined how these are annotated including metadata requirements. We conducted a thorough review publicly funded repositories raw processed each type. also several secondary databases knowledgebases that enable integration heterogeneous context Genome Browser, Pathway Networks tissue-specific gene expression. revealed need additional infrastructural support, standards, tools to connect Genotype Phenotype enhance interoperability knowledge synthesis foster translational research.

Язык: Английский

Exploring Pan-Genomes: An Overview of Resources and Tools for Unraveling Structure, Function, and Evolution of Crop Genes and Genomes DOI Creative Commons
Sushma Naithani, Cecilia Deng, Sunil Kumar Sahu

и другие.

Biomolecules, Год журнала: 2023, Номер 13(9), С. 1403 - 1403

Опубликована: Сен. 17, 2023

The availability of multiple sequenced genomes from a single species made it possible to explore intra- and inter-specific genomic comparisons at higher resolution build clade-specific pan-genomes several crops. crops constructed various cultivars, accessions, landraces, wild ancestral represent compendium genes structural variations allow researchers search for the novel alleles that were inadvertently lost in domesticated during historical process crop domestication or extensive plant breeding. Fortunately, many valuable associated with desirable traits like disease resistance, abiotic stress tolerance, architecture, nutrition qualities exist species, relatives. ancestors landraces can be introduced back high-yielding varieties modern by implementing classical breeding, selection, transgenic/gene editing approaches. Thus, pan-genomic represents great leap research offers new avenues targeted breeding mitigate impact global climate change. Here, we summarize tools used pan-genome assembly annotations, web-portals hosting pan-genomes, etc. Furthermore, highlight few discoveries using approach future potential this emerging field study.

Язык: Английский

Процитировано

12

The Arabidopsis Information Resource in 2024 DOI Creative Commons
Leonore Reiser,

Erica Bakker,

Sabarinath Subramaniam

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2023, Номер unknown

Опубликована: Ноя. 7, 2023

Abstract Since 1999, The Arabidopsis Information Resource ( www.arabidopsis.org ) has been curating data about the thaliana genome. Its primary focus is integrating experimental gene function information from peer-reviewed literature and codifying it as controlled vocabulary annotations. Our goal to produce a ‘gold standard’ functional annotation set that reflects current state of knowledge At same time, resource serves nexus for community-based collaborations aimed at improving quality, access reuse. For past decade, our work made possible by subscriptions global user base. This update covers ongoing biocuration work, some modernization efforts contribute first major infrastructure overhaul since 2011, introduction JBrowse2, resource’s role in community activities such organizing structural reannotation assessment, we used Gene Ontology annotations metric evaluate: (1) what currently known function, (2) ‘unknown’ genes. Currently, 74% proteome annotated least one term. Of those loci, half have support following aspects: molecular biological process, or cellular component. sheds light on genes which not yet identified any published no annotation. Drawing attention these unknown highlights gaps potential sources novel discoveries. Article Summary (TAIR, comprehensive website , small plant that’s very easy grow analyze laboratory understand how many other plants function. We share progress collection organization, tool improvement, involvement projects.

Язык: Английский

Процитировано

9

Exploring Pan-Genomes of Crops: Genomic Resources and Tools for Unraveling Gene Evolution, Function, and Adaptation DOI Open Access
Sushma Naithani, Cecilia Deng, Sunil Kumar Sahu

и другие.

Опубликована: Авг. 23, 2023

The availability of multiple sequenced genomes from a single species made it possible to explore intra- and inter-specific genomic comparisons at higher resolution build clade-specific pangenomes several crops. pan-genomes crops constructed various cultivars/accessions, landraces, wild ancestral represent compendium genes structural variations allow researchers search for the novel alleles that were inadvertently lost in domesticated during historical process crop domestication or extensive plant breeding. Fortunately, many valuable associated with desirable traits like disease resistance, abiotic stress tolerance, architecture, nutrition qualities exist species, relatives. novels ancestors landraces can be introduced back high-yielding varieties modern by implementing classical breeding, selection, transgenic/gene editing approaches. Thus, pan-genomic represents great leap research offers new avenues targeted breeding mitigating impact global climate change. Here we summarize tools used pangenome assembly annotations, web-portals hosting pangenomes. Furthermore, highlight few discoveries using approach its future potential.

Язык: Английский

Процитировано

5

Agricultural Sciences in the Big Data Era: Genotype and Phenotype Data Standardization, Utilization and Integration DOI Open Access
Cecilia Deng, Sushma Naithani, Sunita Kumari

и другие.

Опубликована: Июнь 14, 2023

The Genotype-Phenotype Working Group was established in November 2021 as part of the AgBioData Consortium (https://www.agbiodata.org) with goal identifying current challenges annotating and integrating large-scale genotype phenotype data. Over course year, members this working group identified different types data sets, explored experimental platforms methods for generation, examined how these are annotated including metadata requirements. We conducted a thorough review publicly funded repositories raw processed each type. also several secondary databases knowledgebases that enable integration heterogeneous context Genome Browser, Pathway Networks tissue-specific gene expression. revealed need additional infrastructural support, standards, tools to connect Genotype Phenotype enhance interoperability knowledge synthesis foster translational research.

Язык: Английский

Процитировано

4