First-pass extracted concept

multi-omics platforms

Candidate: concept label1 source documents4 linked claims

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Aliases

epigenomics, metabolomics, proteomics, transcriptomics

Extracted Explainers

What the tool is doing

Multi-omics platforms are presented as integrated data layers spanning transcriptomics, proteomics, metabolomics, and epigenomics. The abstract states that these approaches deepen understanding of stress-adaptive traits and genotype-by-environment interactions.

Source 1DOI PubMed

Resources required

The abstract supports that these approaches require multi-omics platform capability and practical implementation resources. Cost is explicitly identified as a barrier in some settings.

Source 1DOI PubMed

What problem it solves

They help reveal precise targets for breeding climate-resilient maize cultivars. The review frames them as a way to dissect complex stress biology.

Source 1DOI PubMed

Alternatives

The abstract discusses multi-omics together with genome editing, GS, and EGS.

Source 1DOI PubMed

Evidence Snippets

multi-omics platforms-spanning transcriptomics, proteomics, metabolomics, and epigenomics

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.