Evidence map›Paper›PMID 42032045›Full record

ArticleScientific reports2026

PANI-mediated wastewater treatment: mechanistic insights into heavy metal remediation pathways.

Munim Shahriar Jawad, Md Muktadir Billah

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

2 authors.

Munim Shahriar JawadDepartment of Materials and Metallurgical Engineering (MME), University of Engineering and Technology (BUET), Dhaka, 1000, Bangladesh.
Md Muktadir BillahDepartment of Materials and Metallurgical Engineering (MME), University of Engineering and Technology (BUET), Dhaka, 1000, Bangladesh. mbillah@mme.buet.ac.bd.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present study explores the catalytic adsorptive efficiency of emeraldine salt-phase polyaniline (PANI) nanoparticles for the selective removal of three environmentally hazardous heavy metal ions, Cr(VI), Mn(VII), and Cu(II), from aqueous systems. Synthesized via oxidative polymerization in 2 M HCl and characterized through XRD, FTIR, DSC, SEM, TEM, EDX, zeta potential, UV-vis spectroscopy, and particle size analysis, the PANI nanoparticles possessed good physicochemical properties propitious to surface-mediated interactions and redox transformations. Time-resolved batch adsorption experiments were performed under identical ambient conditions without pH adjustment, with a view to simulating realistic scenarios pertinent to wastewater. The results manifested that there existed strong co-relation among wastewater remediation efficiency, distinct valency of metal ions and their removal mechanisms where Cr(VI) underwent redox reduction to Cr(III) followed by complexation with nitrogen sites of PANI; Mn(VII) was reduced to insoluble MnO₂, which precipitated without forming any polymer-metal complex; and Cu(II) formed weak chelation, its monitoring being done using a PAN indicator on account of its low intrinsic absorbance. Pseudo-first-order kinetic modeling revealed rapid uptake for Cr and Mn within the initial 5 min, while Cu followed a slower adsorption profile. This paper consequently points out that the electronic structure, redox potential, and charge density of the metal ions control their interaction with PANI and positions PANI as a versatile redox-active organic material that preferentially display better results while targeting high-valent metal ions in heterogeneous aqueous environments. These results provide basic insight into the design of intelligent polymeric systems for efficient and sustainable wastewater treatment.

Indexed as

Adsorption.CatalysisSimultaneous heavy metal removalWastewater treatment

Identifiers

PMID42032045
PMCPMC13279797

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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.