ReviewPlants (Basel, Switzerland)2021
OMICs, Epigenetics, and Genome Editing Techniques for Food and Nutritional Security.
Review in Plants (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Multi-omics revolution to promote plant breeding efficiency.Frontiers in plant science · 2022Pooled it
- Microbial Resilience in Arid Soils: Ecological Responses to Drought and Salinity Stress.Current microbiology · 2025Review
- Cellular and Molecular Regulatory Signals in Root Growth and Development.International journal of molecular sciences · 2025Article
- Article
- Advances in nanomaterial-mediated CRISPR/Cas delivery: from lipid nanoparticles to vesicle-derived systems.Frontiers in bioengineering and biotechnology · 2025Review
- Plants for Extreme and Changing Environments: Domestication, Evolution, Crop Breeding and Genetics.Plants (Basel, Switzerland) · 2024Article
- Do DEEPER ROOTING 1 Homologs Regulate the Lateral Root Slope Angle in Cucumber (International journal of molecular sciences · 2024Article
- Microbial tapestry of the Shulgan-Tash cave (Southern Ural, Russia): influences of environmental factors on the taxonomic composition of the cave biofilms.Environmental microbiome · 2023Article
- Lateral Root Initiation in Cucumber (International journal of molecular sciences · 2023Article
- Integrative Proteomics and Metabolomics Analysis Reveals the Role of Small Signaling Peptide Rapid Alkalinization Factor 34 (RALF34) in Cucumber Roots.International journal of molecular sciences · 2023Article
- Editorial: Integrating advanced high-throughput technologies to improve plant resilience to environmental challenges.Frontiers in plant science · 2023Article
- Deep learning for plant bioinformatics: an explainable gradient-based approach for disease detection.Frontiers in plant science · 2023Article
- MicroRNA Mediated Plant Responses to Nutrient Stress.International journal of molecular sciences · 2022Review
- Multigenerational Exposure to Heat Stress Induces Phenotypic Resilience, and Genetic and Epigenetic Variations inFrontiers in plant science · 2022Article
- Alterations in the Transcriptome of Rye Plants following thePlants (Basel, Switzerland) · 2021Article
- Omics-Facilitated Crop Improvement for Climate Resilience and Superior Nutritive Value.Frontiers in plant science · 2021Review
- Expanded application to plant reproductive tissues of a branched DNA probe-based in situ hybridization method.Applications in plant sciencesArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
The incredible success of crop breeding and agricultural innovation in the last century greatly contributed to the Green Revolution, which significantly increased yields and ensures food security, despite the population explosion. However, new challenges such as rapid climate change, deteriorating soil, and the accumulation of pollutants require much faster responses and more effective solutions that cannot be achieved through traditional breeding. Further prospects for increasing the efficiency of agriculture are undoubtedly associated with the inclusion in the breeding strategy of new knowledge obtained using high-throughput technologies and new tools in the future to ensure the design of new plant genomes and predict the desired phenotype. This article provides an overview of the current state of research in these areas, as well as the study of soil and plant microbiomes, and the prospective use of their potential in a new field of microbiome engineering. In terms of genomic and phenomic predictions, we also propose an integrated approach that combines high-density genotyping and high-throughput phenotyping techniques, which can improve the prediction accuracy of quantitative traits in crop species.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.