Evidence map›Paper›PMID 42216982›Full record

ReviewWorld journal of microbiology & biotechnology2026

Insights into transcriptomics and metabolic engineering of microalgal systems for enhancing industrial and environmental applications.

Esha Goyal, Tufail Fayaz, Sachitra Kumar Ratha, Nirmal Renuka

Abstract readReview
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In one paragraph

Review in World journal of microbiology & biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Esha GoyalAlgal Biotechnology Laboratory, Department of Botany, Central University of Punjab, Bathinda, 151401, India.
Tufail FayazAlgal Biotechnology Laboratory, Department of Botany, Central University of Punjab, Bathinda, 151401, India.
Sachitra Kumar RathaAlgology Laboratory, CSIR- National Botanical Research Institute, Lucknow, 226001, India.
Nirmal RenukaAlgal Biotechnology Laboratory, Department of Botany, Central University of Punjab, Bathinda, 151401, India. renuka.bot@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Microalgae have significant potential for environmental applications, such as carbon sequestration and bioremediation, while also generating biomass and synthesizing a range of metabolites that can be utilized for various industrial applications. This paper focuses on the genes underlying photosynthesis, carbon fixation, lipid production, antioxidant synthesis, and pollutant uptake by reviewing research on the microalgal transcriptome. Transcriptomics have helped identify characteristic genes, such as rbcl, ACC, DGAT, PDS, PSY, CHY, LCY, and FAD, which are involved in key metabolic pathways, including the Calvin cycle, fatty acid synthesis, beta-oxidation, PUFA production, and pigment synthesis. After identifying the key genes, these pathways can be modulated through metabolic engineering to enhance the production of targeted metabolites. Thus, this paper further discusses emerging approaches used in the metabolic engineering of microalgal genomes to improve industrial applications, including bioremediation, carbon sequestration, biofuels, and nutraceuticals. Genetic engineering studies have successfully enhanced the potential of microalgae for various applications, especially strains of Nannochloropsis, Phaeodactylum, Chlamydomonas, and Chlorella, which are now being further explored. CRISPR has been identified as one of the most reliable techniques for transient expression and multiple-gene editing. Thus, various CRISPR-based techniques for industrial applications are discussed, along with their challenges and prospects.

Indexed as

Metabolic EngineeringMicroalgaeTranscriptomeBiodegradation, EnvironmentalBiofuelsBiomassCarbon CycleCarbon SequestrationGene EditingMetabolic Networks and PathwaysPhotosynthesisBiofuelsBiomassBioproductsCRISPR/Cas9Genetic engineeringMicroalgal metabolites

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.