Evidence map›Paper›PMID 42098295›Full record

ArticleScientific reports2026

Environmentally sustainable renewable luffa-derived biomass graphene nanosheets for efficient Cr (VI) removal: Fabrication, characterization, and adsorption analysis.

Somayeh Rahdar, Mojtaba Davoudi, Mahmoud Shams, Ali Akbar Dehghan

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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

4 authors.

Somayeh RahdarStudent Research Committee, Department of Environmental Health Engineering, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
Mojtaba DavoudiDepartment of Environmental Health Engineering, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran. davoudimj@gmail.com.
Mahmoud ShamsDepartment of Environmental Health Engineering, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
Ali Akbar DehghanDepartment of Environmental Health Engineering, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran. DehghanAA@mums.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, an environmentally sustainable and renewable biomass-derived from luffa agricultural waste was used as a cost-effective precursor for graphene synthesis through chemical activation and graphitization processes. Luffa-based graphene nanosheets (LGN) were synthesized and characterized using FTIR, SEM, AFM, Raman, and XRD techniques. Structural and textural analyses of the synthesized LGN confirmed the formation of a three-dimensional graphene architecture with an ultrahigh specific surface area of 2,646.3 m² g⁻¹, representing a significant increase compared to raw luffa (12.056 m² g⁻¹). Consequently, LGN achieved a high maximum adsorption capacity toward Cr(VI) of 103.73 mg g⁻¹ in water, which is approximately tenfold higher than that of the raw luffa. Optimization using Box-Behnken design predicted the optimal operating conditions at pH 2.1, adsorbent dose of 0.44 g L

Indexed as

AdsorptionAdsorption mechanismChromium (VI)LGNLuffaThermodynamics

Identifiers

PMID42098295
PMCPMC13342637

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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.