ReviewNPJ systems biology and applications2025
Data-driven synthetic microbes for sustainable future.
Review in NPJ systems biology and applications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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
10 citing papers in PubMed.
- Microbial and Insect Gut-Mediated Polystyrene Microplastic Degradation for Environmental Remediation Applications.Nanomaterials (Basel, Switzerland) · 2026Review
- Probiotic and Microbial Enzymatic Mechanisms for PFAS Detoxification.Probiotics and antimicrobial proteins · 2026Review
- Harnessing synthetic circuits to illuminate microbial electron transfer: a perspective on engineered metabolism.Journal of microbiology & biology education · 2026Article
- Microorganism-Based Biological Products for Agriculture: From Strain Selection to Production Organization.Microorganisms · 2026Review
- Current Research Advances and Future Prospects on Microbial Consortia for Sustainable PFAS Remediation.International journal of molecular sciences · 2026Review
- Microbial consortia and drought tolerance- A paradigm shift towards agro-ecological sustainability.World journal of microbiology & biotechnology · 2026Review
- SUPER: Upcycling Genetic Parts for Precise Gene Expression Control, Leakage Minimization, and Genetic Circuit Stability.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Microbial and molecular approaches for PFAS transformation in soils: prospects and limitations.RSC advances · 2026Review
- Synthetic microbial communities for plant growth promotion and soil-borne disease suppression: design principles, mechanisms, and translational challenges.Frontiers in microbiology · 2026Review
- Micro- and Nanoplastics as Emerging Threats to Both Terrestrial and Aquatic Animals: A Comprehensive Review.Veterinary sciences · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
The escalating global environmental crisis demands transformative biotechnological solutions that are both sustainable and scalable. This perspective advocates Data-Driven Synthetic Microbes (DDSM); engineered microorganisms designed through integrating omics, machine learning, and systems biology to tackle challenges like PFAS degradation, greenhouse gas mitigation, and sustainable biomanufacturing. DDSMs offer a rational framework for developing robust microbial systems, reshaping the future of synthetic biology toward environmental resilience and circular bioeconomy.
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.