ReviewThe ISME journal2025
Engineering plant holobionts for climate-resilient agriculture.
Review in The ISME journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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
15 citing papers in PubMed.
- Challenges and Future Directives of Synthetic Biology in Engineering Plant-Microbe Partnerships for Sustainable Agriculture.Biotechnology and bioengineering · 2026Review
- Toward Sustainable Crop Production in a Changing Climate: Microbiomes, Pathogens, Biostimulants and Biocontrol Innovations.Microbial biotechnology · 2026Review
- Article
- Engineering Plant-Associated Microorganisms for Bioremediation and Sustainable Agriculture.Microorganisms · 2026Review
- Seasonal Dynamics of the Gut Microbiome and Functional Adaptations in Sika Deer (Animals : an open access journal from MDPI · 2026Article
- Review
- Traceless Regulation of Genetic Circuitry.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Decoding plant volatile stress signals across scales: from molecular responses to ecosystem dynamics.Frontiers in plant science · 2026Review
- Microbiome modulation for sustainable crop production and climate resilience.Sustainable microbiology · 2026Review
- Soil microbial processes shaping seed performance: linking soil microbiomes to sustainable agriculture.Frontiers in microbiology · 2026Review
- Plant microbiome engineering: from inoculation to genome editing.Frontiers in microbiology · 2026Review
- Progress in understanding the infection mechanisms, soil microecological imbalance, and integrated control strategies of tobacco black shank.Frontiers in microbiology · 2026Review
- Fostering plant protection against certain bacterial diseases through quorum-sensing signal molecules: a critical review.Frontiers in plant science · 2025Review
- Engineering Plant-Microbiome Interaction Networks for Predictive Soil Bioremediation Under the Stress-Stability Paradox.Physiologia plantarumReview
- Integrating Plant Physiology and Microbiome Engineering for Climate-Resilient Crops: Bridging Knowledge Gaps in Multi-Stress Tolerance.Physiologia plantarumReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
The plant holobiont-an integrated unit of the host and its microbiome-has co-evolved through ecological and genetic interactions. Microbiome engineering offers a promising route to enhance resilience in response to climate stress, soil degradation, and yield stagnation. This review presents an integrated framework combining microbial ecology, synthetic biology, and computational modeling to rationally design synthetic microbial communities (SynComs) for agriculture. We outline ecological principles-priority effects, keystone taxa, and functional redundancy-that shape microbiome assembly and guide SynCom design. Strategies like CRISPR interference, biosensor circuits, and quorum-sensing modules enable programmable microbial functions. We also highlight the predictive potential of in silico modeling-including genome-scale metabolic models, dynamic flux balance analysis, and machine learning-to simulate interactions, optimize SynCom composition, and enhance design accuracy. To bridge lab and field, we discuss native microbial chassis, encapsulation, and precision delivery as tools for scalable, ecosystem-integrated deployment. We introduce the concept of the programmable holobiont: an engineered plant-microbe partnership capable of dynamic feedback, interkingdom signaling, and ecological memory. This systems-level perspective reframes plants as designable ecosystems. By synthesizing cross-disciplinary advances, we offer a roadmap for climate-resilient agriculture, where engineered microbiomes improve sustainability, yield stability, and environmental adaptation.
Indexed as
Identifiers
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.