Evidence map›Paper›PMID 42783520›Full record

ReviewMembranes2026

Nanomaterial-Modified Antibacterial Membranes for Water Treatment: From Dimensional Classification and Modification Strategies to Antimicrobial Mechanisms.

Lu Pei, Bingrong Wang, Yutong Zheng, Yang Liu, Yang Zhou, Xiangdong Zeng

Abstract readReview
In one paragraph

Review in Membranes, 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

6 authors.

Lu PeiCollege of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu 610059, China.
Bingrong WangCollege of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu 610059, China.
Yutong ZhengCollege of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu 610059, China.
Yang LiuCollege of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu 610059, China.
Yang ZhouCollege of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu 610059, China.
Xiangdong ZengCollege of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu 610059, China.ORCID 0000-0002-8661-7903

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Membrane separation technology is extensively used in water treatment. However, during long-term operation, biofouling caused by bacteria and other microorganisms significantly limits the service life of membranes. Introducing antibacterial nanomaterials onto the membrane surface or into the internal structure is an effective way to combat biofouling. This review systematically summarizes recent progress in antibacterial membranes modified with different nanomaterials. First, we classify antibacterial nanomaterials by dimensionality and highlight their physicochemical properties and effects on overall membrane performance. Furthermore, we summarize the advantages, disadvantages, and applicability of three antibacterial nanomaterial modification strategies for membranes, including surface coating, grafting, and blending. Subsequently, we analyze in depth the main antibacterial mechanisms that enhance membrane performance, including metal ion release, reactive oxygen species oxidation, physical contact disruption, and anti-adhesion, as well as their synergistic effects. Finally, we critically evaluate the remaining challenges, such as interfacial compatibility between nanomaterials and polymers, controlled release of metal ions, and environmental safety. This review provides a reference for the rational design of high-performance antibacterial membranes.

Indexed as

antibacterial membranesbiofoulingmembrane modificationnanomaterialsreview and prospects

Identifiers

PMID42783520
PMCPMC13609226

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.