Evidence map›Paper›PMID 41591637›Full record

ArticlePhysical and engineering sciences in medicine2026

Investigation of glucose-induced thermo-optical and polarizability effects in blood plasma for optical biomolecular differentiation.

Samuel Morales-Bonilla, Angel Frías-Blas, Ariel Fuerte-Hernández, Juan Pablo Campos-López, Brayans Becerra-Luna, José Antonio García-Merino

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Article in Physical and engineering sciences in medicine, 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Samuel Morales-BonillaEscuela Superior de Ingeniería Mecánica y Eléctrica Unidad Zacatenco,, Instituto Politécnico Nacional, 07738, Ciudad de México, México. samuel.morales@upvm.edu.mx.
Angel Frías-BlasDivisión de Ingeniería en Mecatrónica, Universidad Politécnica del Valle de México, 54910, Estado de México, México.
Ariel Fuerte-HernándezDivisión de Ingeniería en Mecatrónica, Universidad Politécnica del Valle de México, 54910, Estado de México, México.
Juan Pablo Campos-LópezDivisión de Ingeniería en Mecatrónica, Universidad Politécnica del Valle de México, 54910, Estado de México, México.
Brayans Becerra-LunaDepartamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología - Ignacio Chávez, Ciudad de México, México.
José Antonio García-MerinoDepartamento de Mecánica, Facultad de Ingeniería, Universidad Tecnológica Metropolitana, José Pedro Alessandri 1242, Nunoa, Santiago, Chile. jgarciam@utem.cl.ORCID http://orcid.org/0000-0002-3296-6315

Funding

Agencia Nacional de Investigación y Desarrollo 11250606
6 · The paper itself

Abstract

This work presents a preliminary study using an opto-mechatronic system to measure the refractive index and thermo-optical behavior of blood plasma. The setup employs a 650 nm laser and a displacement sensor on a linear actuator to detect beam deviation through small fluid volumes. Using water-based fluids with different glucose levels, a linear decreasing trend in refractive index with temperature was observed. Furthermore, plasma samples with different glucose concentrations were evaluated across a temperature range. One sample, corresponding to a markedly elevated glucose level, exhibited a dual thermo-optical response that suggests a transition to a different optical regime influenced by complex biomolecular composition. To contextualize these findings, numerical modeling under high irradiance was incorporated as a conceptual framework to explore how thermo-optical properties may evolve under stronger light-matter interactions. The simulations indicate that both glucose concentration and molecular polarizability can modulate the thermo-optical coefficient under nonlinear conditions. Rather than demonstrating molecular specificity, these results serve as initial evidence that optical parameters are sensitive to plasma composition and may guide future studies aimed at establishing selective, light-based biochemical analysis.

Indexed as

Blood GlucoseGlucosePlasmaTemperatureHumansRefractometryBlood GlucoseGlucoseBlood plasmaGlucose concentrationOpto-mechatronicsPolarizabilityRefractive indexThermo-optical coefficient

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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.