Evidence map›Paper›PMID 41960569›Full record

ArticleBeilstein journal of nanotechnology2026

Upcycling agroindustrial waste into graphene oxide supports for gold nanoparticles: toward sustainable nanomaterials.

Juan Marcos Castro-Tapia, Selene Acosta, Hiram Joazet Ojeda-Galván, Elsie Evelyn Araujo-Palomo, Edgar Giovanni Villabona-Leal, Mildred Quintana

Abstract read
In one paragraph

Article in Beilstein journal of nanotechnology, 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

6 authors.

Juan Marcos Castro-TapiaCentro de Investigación en Ciencias de la Salud y Biomedicina (CICSaB), Av. Sierra Leona 550, Lomas de San Luis, 78210, S.L.P., S.L.P., México.ORCID https://orcid.org/0000-0002-0946-3621
Selene AcostaDivisión de Materiales Avanzados, Instituto Potosino de Investigación Científica y Tecnológica A. C., Camino a la Presa de San José 2055, 78216, San Luis Potosí, S.L.P., México.
Hiram Joazet Ojeda-GalvánCentro de Investigación en Ciencias de la Salud y Biomedicina (CICSaB), Av. Sierra Leona 550, Lomas de San Luis, 78210, S.L.P., S.L.P., México.
Elsie Evelyn Araujo-PalomoDepartamento de Matemáticas y Física, Instituto Tecnológico y de Estudios Superiores de Occidente, 45601, Anillo Perif. Sur Manuel Gómez Morín 8585, Santa María Tequepexpan, San Pedro Tlaquepaque, Jalisco, México.
Edgar Giovanni Villabona-LealCoordinación para La Innovación y Aplicación de La Ciencia y La Tecnología (CIACYT), Universidad Autónoma de San Luis Potosí, Av. Sierra Leona 550, 78210, San Luis Potosí, S.L.P., México.
Mildred QuintanaCentro de Investigación en Ciencias de la Salud y Biomedicina (CICSaB), Av. Sierra Leona 550, Lomas de San Luis, 78210, S.L.P., S.L.P., México.ORCID https://orcid.org/0000-0002-7036-8658

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this work is to develop a sustainable route for producing graphene oxide-based materials from agroindustrial waste and to evaluate their structural and chemical properties in comparison with conventional graphene oxide (GO) and reduced graphene oxide (rGO). Agroindustrial waste-derived graphene oxide (Agro-GO) was synthesized from peanut shells and spent coffee grounds via a ferrocene-assisted green pyrolysis-oxidation approach. The resulting materials were compared with GO prepared via the Marcano-modified Hummers' method and its hydrazine-reduced counterpart (rGO). Comprehensive characterization was performed using UV-vis, ATR-FTIR, XPS, XRD, and Raman measurements, complemented by TGA and TEM to assess optical properties, surface chemistry, and structural and morphological features. Additionally, gold nanoparticles (AuNPs) were photochemically deposited onto Agro-GO to evaluate its potential for nanotechnology-related applications. The results reveal that Agro-GO exhibits tunable oxidation levels, diverse surface functionalities, and morphologies comparable to those of conventional GO; these properties strongly depend on the type of agroindustrial waste precursor used. These findings demonstrate the feasibility of transforming agroindustrial waste into high-value graphene-based nanomaterials and highlight the potential of sustainable synthesis routes for advancing environmentally responsible carbon-based technologies.

Indexed as

agroindustrial wastegold nanoparticlesgraphene oxidegreen synthesishybrid nanocompositesplasmonic nanomaterialssurface functionalization

Identifiers

PMID41960569
PMCPMC13058278

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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.