Evidence map›Paper›PMID 41351956›Full record

ArticleUltrasonics sonochemistry2026

From sonochemical synthesis to predictive modeling: Unraveling the antioxidant properties of La-doped CeO

Jorge L Mejía-Méndez, Edwin E Reza-Zaldívar, Diego E Navarro-López, A Sanchez-Martinez, O Ceballos-Sanchez, Miguel Badillo, Angélica Lizeth Sánchez López, Miguel José Yacaman, Daniel A Jacobo-Velázquez, Edgar R López-Mena and 1 more

Abstract read
In one paragraph

Article in Ultrasonics sonochemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Pharmaceuticals (Basel, Switzerland) · 2025
    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

11 authors.

Jorge L Mejía-MéndezTecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Epigmenio González 500, San Pablo, 76130 Santiago de Querétaro, Mexico.
Edwin E Reza-ZaldívarTecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Ave. Ignacio Morones Prieto 3000, Monterrey 64710 Nuevo León, Mexico.
Diego E Navarro-LópezTecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Epigmenio González 500, San Pablo, 76130 Santiago de Querétaro, Mexico.
A Sanchez-MartinezUniversidad de Guadalajara, Centro Universitario de Ciencias Exactas e Ingenierias (CUCEI), Departamento de Ingeniería de Proyectos, Av. José Guadalupe Zuno # 48, Industrial Los Belenes, Zapopan, Jalisco 45157, Mexico.
O Ceballos-SanchezUniversidad de Guadalajara, Centro Universitario de Ciencias Exactas e Ingenierias (CUCEI), Departamento de Ingeniería de Proyectos, Av. José Guadalupe Zuno # 48, Industrial Los Belenes, Zapopan, Jalisco 45157, Mexico.
Miguel BadilloDipartimento di Fisica, PoliFAB, Politecnico di Milano, via Giuseppe Colombo 81, Milano 20133, Italy.
Angélica Lizeth Sánchez LópezTecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. General Ramón Corona 2514, Zapopan 45138 Jalisco, Mexico.
Miguel José YacamanDepartment of Applied Physics and Materials Science and Center for Materials Interfaces in Research and Applications (¡MIRA!), Northern Arizona University, 1900 S Knoles Dr, Flagstaff, AZ 86011, USA.
Daniel A Jacobo-VelázquezTecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Eugenio Garza Sada 2501 Sur, Monterrey 64849 NL, Mexico. Electronic address: djacobov@tec.mx.
Edgar R López-MenaTecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. General Ramón Corona 2514, Zapopan 45138 Jalisco, Mexico. Electronic address: edgarl@tec.mx.
Gildardo Sanchez-AnteTecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. General Ramón Corona 2514, Zapopan 45138 Jalisco, Mexico. Electronic address: gildardo.sanchez@tec.mx.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study introduces a novel combination of sonochemical synthesis and machine learning (ML) modeling to analyze the effect of Lanthanum (La) doping on the biological properties of cerium oxide (CeO

Indexed as

AntioxidantsCeriumLanthanumNanoparticlesUltrasonic WavesChemistry Techniques, SyntheticHumansMachine LearningAntioxidantsceric oxideCeriumLanthanumAntioxidant activityCytotoxicityLa-doped CeO(2)Machine learning modelsSonochemical synthesisStructure–activity relationships

Identifiers

PMID41351956
PMCPMC12732317

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.