ArticleFrontiers in genetics2019
Integration of Cross Species RNA-seq Meta-Analysis and Machine-Learning Models Identifies the Most Important Salt Stress-Responsive Pathways in Microalga
Article in Frontiers in genetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 6 of them syntheses that pooled it.
What it found
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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.
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Who cites it
28 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Harnessing meta-analysis and artificial intelligence to reveal conserved regulatory biosignatures of abiotic stress in soybean.Biology direct · 2026Pooled it
- Machine-learning meta-analysis reveals ethylene as a central component of the molecular core in abiotic stress responses in Arabidopsis.Nature communications · 2025Pooled it
- A systematic review and meta-analysis on the transcriptomic signatures in alcohol use disorder.Molecular psychiatry · 2025Pooled it
- Pooled it
- Pooled it
- Weighted gene co-expression network analysis identifies modules and functionally enriched pathways in the lactation process.Scientific reports · 2021Pooled it
- Microalgal biorefineries: a systematic review of technological trade-offs and innovation pathways.Biotechnology for biofuels and bioproducts · 2025Review
- Unveiling Salt Tolerance Mechanisms in Plants: Integrating the KANMB Machine Learning Model With Metabolomic and Transcriptomic Analysis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Harnessing Artificial Intelligence to Revolutionize Microalgae Biotechnology: Unlocking Sustainable Solutions for High-Value Compounds and Carbon Neutrality.Marine drugs · 2025Review
- Review
- Harnessing systems biology approach for characterization of carotenoid biosynthesis pathways in microalgae.Biochemistry and biophysics reports · 2024Review
- Integration of machine learning models with microsatellite markers: New avenue in world grapevine germplasm characterization.Biochemistry and biophysics reports · 2024Article
- The Role of Plant Ubiquitin-like Modifiers in the Formation of Salt Stress Tolerance.Plants (Basel, Switzerland) · 2024Review
- Article
- CoSIA: an R Bioconductor package for CrOss Species Investigation and Analysis.Bioinformatics (Oxford, England) · 2023Article
- CoSIA: an R Bioconductor package for CrOss Species Investigation and Analysis.bioRxiv : the preprint server for biology · 2023Article
- Article
- Evolutionarily conserved gene expression patterns for affective disorders revealed using cross-species brain transcriptomic analyses in humans, rats and zebrafish.Scientific reports · 2022Article
- Comparison and selection of probioticFood science & nutrition · 2022Article
- Transcriptomic Profile Analysis ofGenes · 2022Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Photosynthetic microalgae are potentially yielding sources of different high-value secondary metabolites. Salinity is a complex stress that influences various metabolite-related pathways in microalgae. To obtain a clear view of the underlying metabolic pathways and resolve contradictory information concerning the transcriptional regulation of
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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.