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Uncover the key genes behind your plant traits

Plant trait genomics: discover,
rank, and design candidate genes

From scientific literature to candidate genes and gene discovery — an integrated pipeline for plant biologists, genomic selection programs, and molecular breeders.

Trait Design & Gene Discovery

An AI-assisted pipeline that takes a trait term as it appears in the literature and returns a ranked list of candidate genes in your organism, with the evidence behind every one of them.

Text Mining
Orthology
GRN
Candidate Genes
Text Mining

Text Mining — Mining scientific literature

Automatically mines thousands of PubMed articles to uncover genes linked to your trait or biological process of interest. GREGOR brings together evidence from the published literature in one place.

Orthology

Orthology — From literature to your organism

Genes found in literature often come from model species like Arabidopsis. GREGOR maps them directly to your target organism's genome via NCBI RefSeq orthology — so you work with the exact genes in your species of interest, not just surrogates.

Gene Regulatory Network

GRN — The regulatory network of your trait

Goes beyond individual genes. Using the candidate genes from the orthology step, GREGOR constructs the Gene Regulatory Network (GRN) of your trait, revealing functional interactions and regulatory relationships between genes. Genes with lower network centrality and connectivity often represent the most promising intervention targets, as they tend to have more specific effects and lower pleiotropy risk.

Candidate Genes

Candidate Genes — Ranked and ready to act

A prioritized list of candidate genes ranked by integrated evidence from literature mining, orthology mapping, network centrality, and tissue-specific expression patterns. Results are designed for collaborative review, enabling multi-user annotation, validation, and selection — facilitating team-based gene discovery and streamlined editing target prioritization.

Gene Discovery

Find genes associated with the trait without a predefined editing goal. Useful to understand trait architecture, spot key regulators and generate new hypotheses.

Repression

Rank the analysis toward genes best suited to silencing (knockout / knockdown), based on their position in the regulatory network.

Overexpression

Rank the analysis toward genes best suited to overexpression, for traits you want to amplify rather than remove.

MENDEL The AI assistant inside GREGOR

Text-mining brings back every gene that appears near your trait, and most are coincidences. MENDEL reads each abstract, keeps only the real gene-trait relationships, and tells you why it discarded the rest.

Collaboration & Sharing Share trait designs with other users for collaborative review and annotation. Export results and discuss them across your lab or institution.
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Supported organisms Currently available for Arabidopsis thaliana, Tomato, Raspberry, and Orange.
Arabidopsis Tomato Raspberry Orange
Need support for another organism? Contact us to request additional species coverage.

See what Trait Design does

A 2:40 walkthrough of the pipeline: from a trait term in the literature to a set of candidate genes: text-mining, MENDEL, orthology and the gene network. Subtitles are burned in.

More Tools

Expand your genomic workflow with additional resources, from gene exploration to CRISPR target design.

Gene Editing

Gene Editing

Design and manage sgRNAs for CRISPR knock-out and base-editing experiments. Browse your edited genes by organism or trait and launch new designs from a unified workspace.

A 2:03 walkthrough of the CRISPR Workspace: batch sgRNA design for any gene in the database, the guides and their off-targets, and the genome view. Subtitles are burned in.
Open Workspace
Explore Genes

Explore Genes

Six search modes across multiple plant genomes: gene name, annotation, organism, sequence, regulatory network and tissue expression. Every result opens gene structure, expression profiles, orthologs and key genomic insights.

A 2:27 walkthrough of the module: the six ways to search the annotated gene set, the per-gene evidence panels and the exportable report. Subtitles are burned in.
Explore

Explore Genomes

Coming Soon

Browse supported plant genomes with genome-wide metrics, gene counts, structural annotations, and key statistics—all in one place.

Ready to discover your candidate genes?

Join researchers using GREGOR to accelerate plant trait genomics and candidate gene discovery.

Get in Touch

Questions about GREGOR, access requests, or organism support? We’d be glad to hear from you.

Contact

EMAIL

gregor@meristem.bio

WEBSITE

meristem.bio

LEARN MORE

About GREGOR →