ReviewFrontiers in plant science2021
Applications of Multi-Omics Technologies for Crop Improvement.
Review in Frontiers in plant science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 134 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
134 citing papers in PubMed, 1 synthesis or guideline pooled it, 358 citations in OpenAlex.
- Multi-omics revolution to promote plant breeding efficiency.Frontiers in plant science · 2022Pooled it
- Application of Omics Technologies for Cowpea Improvement.Plant-environment interactions (Hoboken, N.J.) · 2026Review
- Integrating genomic and phenomic data improves prediction of key traits in potato breeding.Horticulture research · 2026Article
- Empowering Plant Biotechnology Research: Super-Pangenomes as a Novel Arsenal for Crop Breeding and Improvement.Molecular biotechnology · 2026Review
- Sulfur Homeostasis in Rice as a Dynamic Regulatory Network: Functional Genomics, Metabolic Crosstalk, and miR395-Mediated Control.Molecular biotechnology · 2026Review
- Structural Variation and Its Roles in Plant Genomes.Plants (Basel, Switzerland) · 2026Review
- Integrating multi-omics with regular analyses to elucidate the effects of ZnO nanomaterials on improving soybean quality.Bioresources and bioprocessing · 2026Article
- Article
- Plant Biofactories for Vaccination: Progress in Edible Vaccine Technologies as a Sustainable Approach to Global Immunization.Plant foods for human nutrition (Dordrecht, Netherlands) · 2026Review
- Artificial intelligence-driven multi-omics integration for plant enhancement: advances, challenges, and future perspectives.Functional & integrative genomics · 2026Review
- Dynamics of H3K4me3 and H3K36me3 histone modifications in response to powdery mildew infection in common wheat.BMC plant biology · 2026Article
- Accelerating genetic gain through integrated genomic selection in crop plants.Journal of applied genetics · 2026Review
- Transcriptomic and metabolomic analysis reveals the role of Piriformospora indica in enhancing strawberry alkaline tolerance.BMC plant biology · 2026Article
- Oil as a Hindrance to Oat (Foods (Basel, Switzerland) · 2026Review
- Ionomics and transcriptomics reveal nitrogen-driven modulation of fruit citric acid metabolism in pomelo.Food chemistry: X · 2026Article
- Multi-Omics Reveals Salt Stress Effects on Quality Formation of Strong-Gluten Wheat.International journal of molecular sciences · 2026Article
- Disentangling Arachis response to biotic and abiotic stress using multi-transcriptomics integration.BMC plant biology · 2026Article
- Integrated Metabolomics and Transcriptomics Reveal Bitter Compounds and Synthetic Pathways in the Special-Germplasm Bitter-TastingPlants (Basel, Switzerland) · 2026Article
- Applications of omics in deciphering the unique traits of durian, the king of fruits.Plant molecular biology · 2026Review
- A Multidimensional Approach to Cereal Caryopsis Development: Insights into Adlay (Plants (Basel, Switzerland) · 2026Article
74 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multiple "omics" approaches have emerged as successful technologies for plant systems over the last few decades. Advances in next-generation sequencing (NGS) have paved a way for a new generation of different omics, such as genomics, transcriptomics, and proteomics. However, metabolomics, ionomics, and phenomics have also been well-documented in crop science. Multi-omics approaches with high throughput techniques have played an important role in elucidating growth, senescence, yield, and the responses to biotic and abiotic stress in numerous crops. These omics approaches have been implemented in some important crops including wheat (
Indexed as
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.