Evidence map›Paper›PMID 41953610›Full record

ReviewRSC advances2026

Functional roles of magnetic iron oxide nanoparticles in mixed matrix membrane technology for wastewater treatment: a critical review.

Lamyaa A Abdulridha, Khalid T Rashid, Mohammed Ahmed Shehab, Najah Saeed Abdulridha, Adnan A AbdulRazak

Abstract readReview
In one paragraph

Review in RSC advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
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

5 authors.

Lamyaa A AbdulridhaMembrane Technology Research Unit, College of Chemical Engineering, University of Technology-Iraq Al Sinaa Street 52 10066 Baghdad Iraq che.23.05@grad.uotechnology.edu.iq Khalid.T.Rashid@uotechnology.edu.iq.
Khalid T RashidMembrane Technology Research Unit, College of Chemical Engineering, University of Technology-Iraq Al Sinaa Street 52 10066 Baghdad Iraq che.23.05@grad.uotechnology.edu.iq Khalid.T.Rashid@uotechnology.edu.iq.ORCID https://orcid.org/0000-0001-7794-5174
Mohammed Ahmed ShehabGas Processes and Petrochemicals Engineering Department, Basrah University for Oil and Gas 61004 Basrah Iraq mohammed.ahmed@buog.edu.iq.ORCID https://orcid.org/0000-0002-3381-7848
Najah Saeed AbdulridhaOil and Gas Engineering Department, Basrah University for Oil and Gas 61004 Basrah Iraq n.saeed@buog.edu.iq.
Adnan A AbdulRazakDepartment of Oil and Gas Refining Engineering, Collage of Engineering, Al-Turath University Baghdad Iraq adnansss2002@yahoo.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Magnetic nanoparticles (MNPs) have emerged as highly promising functional additives in mixed-matrix membranes (MMMs) for advanced wastewater treatment. Their unique magnetic responsiveness, large surface area, tunable surface chemistry, and catalytic activity enable enhanced pollutant removal efficiency, membrane permeability, and antifouling performance. This review highlights the fundamental properties of common MNPs such as magnetite (Fe

Identifiers

PMID41953610
PMCPMC13055885

What OpenQuestion holds

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LicenceCC BY
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.