Evidence map›Paper›PMID 41741521›Full record

ArticleScientific reports2026

Integrated economic and adsorption performance study of CMC/MMT nano-composite for cationic dye removal from industrial wastewater.

Maaly Khedr, Ahmed I Waly, Azza I Hafez, Hanaa M Ali, Hanaa Gadallah, Rania Sabry

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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

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.

Maaly KhedrChemical Engineering Department, Engineering and Renewable Energy Research Institute, National Research Centre, PO box 12622, Giza, Egypt.
Ahmed I WalyPreparation & Finishing Cellulosic Fibers Department, Textile Research and Technology Institute, National Research Centre, PO box 12622, Giza, Egypt.
Azza I HafezChemical Engineering Department, Engineering and Renewable Energy Research Institute, National Research Centre, PO box 12622, Giza, Egypt.
Hanaa M AliChemical Engineering Department, Engineering and Renewable Energy Research Institute, National Research Centre, PO box 12622, Giza, Egypt.
Hanaa GadallahChemical Engineering Department, Engineering and Renewable Energy Research Institute, National Research Centre, PO box 12622, Giza, Egypt.
Rania SabryChemical Engineering Department, Engineering and Renewable Energy Research Institute, National Research Centre, PO box 12622, Giza, Egypt. raniasabrynrc@yahoo.com.ORCID http://orcid.org/0000-0003-2875-4202

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present study uniquely integrates an economic analysis with the practical evaluation of cationic dye (methylene blue) adsorption using Carboxymethyl Chitosan-Montmorillonite (CMC/MMT) nanocomposites for industrial wastewater treatment. The most influential parameters affecting adsorption, namely temperature, initial dye concentration, contact time, and pH, were explored. The sorption mechanism of CMC/MMT was analyzed using Langmuir and Freundlich isotherm models and the adsorption kinetics were evaluated using pseudo-first-order and pseudo-second-order kinetic models. Moreover, a comparison between the prepared ion exchanger and commercial resin, namely Amberlite IR 120, was conducted. The effective values of pH and temperature were found to be 8.5 and 30 °C, respectively. The maximum adsorption capacity was determined to be 435 mg/g compared to 290 mg/g for the commercial resin, indicating that the prepared nanocomposite has a greater capacity for cationic dye removal. The adsorption performance of CMC/MMT demonstrated that the adsorption kinetics and isotherms were compatible with a pseudo-second-order model and the Langmuir isotherm respectively. Furthermore, the results of the techno-economic study for the nanocomposite production revealed that the synthesized resin under investigation exhibits a lower cost per kilogram of dye removed compared with the commercial resin.

Indexed as

Carboxymethylchitosane/montmorilloniteCationic dye removalEconomic analysisKinetic modelingNanocompositeWastewater treatment

Identifiers

PMID41741521
PMCPMC12949013

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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.