Evidence map›Paper›PMID 41774368›Full record

ReviewDiscover nano2026

Catalyzing innovation: exploring the potential of eco-friendly synthesized magnetic iron oxide nanoparticles for heavy metals removal from water.

Nayab Raza, Aneela Anwar, Amna Shoaib, Shahzeb Khan, Azeem Intisar, Muhammad Salman Habib, Faisal Irshad

Abstract readReview
In one paragraph

Review in Discover nano, 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

7 authors.

Nayab RazaDepartment of Chemistry, University of Engineering and Technology, GT Road, Lahore, 54890, Pakistan.
Aneela AnwarDepartment of Chemistry, University of Engineering and Technology, GT Road, Lahore, 54890, Pakistan. a.anwar@uet.edu.pk.
Amna ShoaibInstitute of Mycology and Plant Pathology, University of Punjab, Quaid-E-Azam Campus, Lahore, 54590, Pakistan.
Shahzeb KhanCentre for Pharmaceutical Engineering Science, Faculty of Life Science, School of Pharmacy and Medical Science, University of Bradford, Bradford, West Yorkshire, UK. s.khan131@bradford.ac.uk.
Azeem IntisarSchool of Chemistry, University of Punjab, Quaid-E-Azam Campus, Lahore, Punjab, Pakistan.
Muhammad Salman HabibMetallurgical and Materials Engineering Department, University of Engineering and Technology, GT Road, Lahore, 54890, Pakistan.
Faisal IrshadDepartment of Chemistry, University of Engineering and Technology, GT Road, Lahore, 54890, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Iron oxide nanoparticles (IONs) due to its properties have taken over the applications to remove industrial waste, can treat wastewater, and catalyze reactions. The emerging green nanotechnology has emerged as a sustainable and eco-friendly approach for synthesizing IONs. The most effective iron oxide nanoparticles with excellent magnetic, photocatalytic, and adsorption properties, as compared to conventional physical and chemical methods. This review covers the eco-friendly synthesis of IONs utilizing biomaterials such as bacteria, fungi, plants, and algae. The study broadly investigates magnetic behavior, surface functionalization, and contact areas of IONs with diverse biocompatible coatings like silica, PEG, PVA, organosilane, and chitosan etc. Furthermore, the impact of size, shape, and morphology with intrinsic features on the magnetic properties of the nanoparticles is thoroughly discussed. Additionally, it highlights the practical advantages of these biosynthesized IONs, emphasizing their easy separation and reusability for heavy metal removal, and concludes by summarizing key findings and outlining promising future research directions in this field. The literature studies have shown excellent adsorption capacities of IONs for heavy metals under optimal pH, along with good magnetic separability and reusability, providing an efficient and sustainable approach for both rare earth and heavy metal removal from aqueous systems. This review focuses on the green synthesis, functionalization, and reusability of low-cost coated IONs for efficient toxic element removal. It also stresses the need to enhance their durability, eco-compatibility, and real-world application.

Indexed as

Heavy metal adsorptionPlant-mediated synthesisSuperparamagnetic nanoparticlesSurface functionalizationSustainable nanomaterialsWater purification

Identifiers

PMID41774368
PMCPMC12957742

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.