Evidence map›Paper›PMID 41258499›Full record

ReviewBioprocess and biosystems engineering2026

Biocarrier-driven enhancement of microbial reactor performance in wastewater treatment: a review.

Pingili Vydehi, G Shyamala, Gobinath Ravindran, R Gokulan

Abstract readReview
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In one paragraph

Review in Bioprocess and biosystems engineering, 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.

Pingili VydehiDepartment of Civil Engineering, SR University, Warangal, Telangana, 560371, India.
G ShyamalaDepartment of Civil Engineering, SR University, Warangal, Telangana, 560371, India. civilshyamala@gmail.com.
Gobinath RavindranSymbiosis Center for Research and Innovation (SCRI), Symbiosis International (Deemed University), Pune, 412115, India.
R GokulanDepartment of Civil Engineering, Dayananda Sagar College of Engineering, Benagaluru, Karnataka, 560 111, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As pressure on the environment increases and urban populations continue to sprawl across, there is shortage of water resources, hence a strong need to improve wastewater treatment technologies emphasis to support sustainable water resource management. Aerobic granular microbial reactors is one of the advanced technologies that have shown great potential in enhancing wastewater treatment performance. The use of biocarriers in wastewater treatment systems depends on the capacity to attain microbial adhesion, formidable biofilm growth, and trigger deterioration of organic and developing contaminants. The porosity and hydrophobicity of biocarriers are important features of key materials that determine microbial colonization and activity. The new trends in biocarrier development have given rise to materials providing resilient microbial communities, the removal of recalcitrant contaminants, and the overall higher efficiency. The initiatives are more scalable, less expensive, and more environmentally friendly in comparison to conventional techniques of wastewater treatment. Moreover, the integration of the engineered biocarriers make the system more resistant to the changes in hydraulic and organic loading, which provides long-term sustainability and stability of the treatment activities. Further development of biocarrier technology is relevant to meet the continuously emerging challenges in wastewater treatment aligns with the scope of resource recovery and circular bioeconomy.

Indexed as

BacteriaBiodegradation, EnvironmentalBioreactorsWastewaterWater PurificationBacterial AdhesionBiofilmsPolyenesWater PollutantsPolyenesWastewaterWater PollutantsAerobic granular processBio-carrierBiofilmMicrobial reactorWastewater treatment

Identifiers

What OpenQuestion holds

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Registered trials

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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.