ArticleNPJ systems biology and applications2019
Utilizing genome-scale models to optimize nutrient supply for sustained algal growth and lipid productivity.
Article in NPJ systems biology and applications, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed, 36 citations in OpenAlex.
- Predictive Algal Systems Biology: Integrating Omics, Genome-Scale Metabolic Models, and Machine Learning.Bioengineering (Basel, Switzerland) · 2026Review
- Biology-aware scaling of microalgal biofuels: bioprocess constraints and data-centric digital twins.Frontiers in microbiology · 2026Review
- Integration of Bayesian optimization and solution thermodynamics to optimize media design for mammalian biomanufacturing.iScience · 2025Article
- Putative Endoplasmic Reticulum Stress Inducers Enhance Triacylglycerol Accumulation inBioengineering (Basel, Switzerland) · 2025Article
- Natural color biofactories: advancing the spectrum of pigment production in phototrophic microbes.FEMS microbes · 2025Review
- Optimization of nutrient utilization efficiency and productivity for algal cultures under light and dark cycles using genome-scale model process control.NPJ systems biology and applications · 2023Article
- Article
- Metabolic network reconstruction ofFrontiers in microbiology · 2023Review
- Systematizing Microbial Bioplastic Production for Developing Sustainable Bioeconomy: Metabolic Nexus Modeling, Economic and Environmental Technologies Assessment.Journal of polymers and the environment · 2023Review
- Integration of physiologically relevant photosynthetic energy flows into whole genome models of light-driven metabolism.The Plant journal : for cell and molecular biology · 2022Article
- Multi-Objective Optimization of Microalgae Metabolism: An Evolutive Algorithm Based on FBA.Metabolites · 2022Article
- Review
- Maximizing Energy Content and COFrontiers in bioengineering and biotechnology · 2021Article
- Linking metabolic phenotypes to pathogenic traits among "Candidatus Liberibacter asiaticus" and its hosts.NPJ systems biology and applications · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Nutrient availability is critical for growth of algae and other microbes used for generating valuable biochemical products. Determining the optimal levels of nutrient supplies to cultures can eliminate feeding of excess nutrients, lowering production costs and reducing nutrient pollution into the environment. With the advent of omics and bioinformatics methods, it is now possible to construct genome-scale models that accurately describe the metabolism of microorganisms. In this study, a genome-scale model of the green alga
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.