Evidence map›Paper›PMID 41680414›Full record

ArticleScientific reports2026

Adsorption kinetics and isotherms of malachite green removal from aqueous solution using TiO

Fereshteh Jomardani, Reza Shakeri, Raziyeh Akbarzadeh, Syamak Nasiri Kokhdan

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PubMed Full text at PMC Publisher
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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Fereshteh JomardaniDepartment of Environment Science, Faculty of Natural Resources, Behbahan Khatam Alanbia University of Technology, Behbahan, Iran.
Reza ShakeriDepartment of Environment Science, Faculty of Natural Resources, Behbahan Khatam Alanbia University of Technology, Behbahan, Iran.
Raziyeh AkbarzadehDepartment of Chemistry, Faculty of Basic Sciences, Behbahan Khatam Alanbia University of Technology, Behbahan, Iran. r.akbarzadeh@bkatu.ac.ir.
Syamak Nasiri KokhdanDepartment of Applied Chemistry, Faculty of Gas and Petroleum, Yasouj University, Gachsaran, Iran. s.nasiri@yu.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the removal of toxic Malachite Green (MG) dye from aqueous solution using a nanocomposite of TiO₂ loaded on functionalized multi-walled carbon nanotubes (TiO₂/f-MWCNT). The nanocomposite was synthesized via a hydrothermal method and characterized using XRD, FESEM, FTIR, BET, and EDS. The optimal adsorption conditions were determined as pH = 8, adsorbent dose of 0.005 g, equilibrium time of 10 min, and temperature of 293 K. Under these conditions, the maximum adsorption capacity reached 38.61 mg/g with a removal efficiency exceeding 95%. Kinetic data showed an excellent fit to the pseudo-second-order model (R

Indexed as

Isotherm modelsKinetic modelsMalachite green (MG)RemovalTiO2 nanoparticleWastewater treatment

Identifiers

PMID41680414
PMCPMC12976126

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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.