First-pass extracted concept

Environmental Genomic Selection

Candidate: concept label1 source documents4 linked claims

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Aliases

EGS

Extracted Explainers

What the tool is doing

Environmental Genomic Selection is presented as a breeding strategy within the review's integrated framework for climate-resilient maize. The abstract links these approaches to genotype-by-environment understanding.

Source 1DOI PubMed

What problem it solves

It helps address the challenge of breeding maize for performance under variable climate-driven stress conditions. The review positions it as relevant to shifting environmental conditions and stress adaptation.

Source 1DOI PubMed

Alternatives

The abstract discusses EGS alongside GS, CRISPR/Cas9, and multi-omics platforms.

Source 1DOI PubMed

Evidence Snippets

We present an integrated framework that encompasses ... Environmental Genomic Selection (EGS)

Evidence 1Source 1DOI PubMedprovenance

Supporting Sources

Source 1primary paper2026MEDDOI PubMed

1 evidence snippet 4 linked claims Claim 1 Claim 2 Claim 3

Linked Claims

Claim 1capability statementsupports2026Source 1DOI PubMed

The integrated biotechnology approaches discussed have deepened understanding of complex stress-adaptive traits and genotype-by-environment interactions and revealed precise targets for breeding climate-resilient maize cultivars.

Quoted textsource-backed

These approaches have significantly deepened our understanding of complex stress-adaptive traits and genotype-by-environment interactions, revealing precise targets for breeding climate-resilient cultivars.

Claim 2limitation statementsupports2026Source 1DOI PubMed

Technical breakthroughs in maize resilience biotechnology still face barriers including genotype-dependent transformation efficiency, regulatory landscapes, and implementation costs in resource-limited settings.

Quoted textsource-backed

Despite these technical breakthroughs, barriers such as genotype-dependent transformation efficiency, regulatory landscapes, and implementation costs in resource-limited settings remain.

Claim 3roadmap statementsupports2026Source 1DOI PubMed

Integrating molecular breakthroughs with practical deployment strategies offers a roadmap for developing sustainable, climate-resilient maize varieties.

Quoted textsource-backed

By integrating molecular breakthroughs with practical deployment strategies, this review offers a comprehensive roadmap for developing sustainable, climate-resilient maize varieties to meet future agricultural demands.

Claim 4scope statementsupports2026Source 1DOI PubMed

The review presents an integrated framework for enhancing maize resilience under climate change that includes CRISPR/Cas9, next-generation genome editing, genomic selection, environmental genomic selection, and multi-omics platforms.

Quoted textsource-backed

We present an integrated framework that encompasses CRISPR/Cas9 and next-generation genome editing, Genomic Selection (GS), Environmental Genomic Selection (EGS), and multi-omics platforms-spanning transcriptomics, proteomics, metabolomics, and epigenomics.