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1.
Spectrochim Acta A Mol Biomol Spectrosc ; 268: 120676, 2022 Mar 05.
Artículo en Inglés | MEDLINE | ID: mdl-34890873

RESUMEN

Diabetic retinopathy (DR) is a common health concern. Unfortunately, the metabolic pathway causing DR is yet to be understood. The carotenoid level in the human body is known to protect the health of the eyes. In this work, resonance Raman spectroscopy and multivariate analysis of the spectral data of human serum are reported as next-generation spectropathologic tools to detect retinal degeneration efficiently. The proposed technique shows promise by endorsing ocular carotenoids as a critical biomarker for such pathosis. Furthermore, the multivariate analysis of the spectral data distinguishes between two different stages of the disease. The machine learning algorithm is used to estimate a significant accuracy of 94% of the proposed model for the classification. As the carotenoid level can be controlled by dietary intake, we believe that the reported results also indicate a therapeutic role of the same in DR.


Asunto(s)
Diabetes Mellitus , Retinopatía Diabética , Algoritmos , Antioxidantes , Carotenoides , Retinopatía Diabética/diagnóstico , Humanos , Aprendizaje Automático
2.
Phys Rev E ; 103(4-1): 042416, 2021 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-34005990

RESUMEN

Various electronic devices, which we commonly use, radiate microwaves. Such external perturbation influences the functionality of biomolecules. In an ultralow field, the cumulative response of a molecule is expected only over a time scale of hours. To study the structural dynamics of biomolecules over hours, we adopt a simple methodology for constructing the coarse-grained structure of the protein molecule and solve the Langevin equation under different working potentials. In this approach, each amino acid residue of a biomolecule is mapped onto a number of beads, a few for the backbone, and few for the side chain, depending on the complexity of its chemical structure. We choose the force field in such a way that the dynamics of the protein molecule in the presence of ultralow radiation field of microvolt/nm could be followed over the time frame of 2 h. We apply the model to describe a biomolecule, hen egg white lysozyme, and simulate its structural evolution under ultralow strength electromagnetic radiation. The simulation revealed the finer structural details, like the extent of exposure of bioactive residues and the state of the secondary structures of the molecule, further confirmed from spectroscopic measurements [details are available in Phys. Rev. E 97, 052416 (2018)10.1103/PhysRevE.97.052416 and briefly described here]. Though tested for a specific system, the model is quite general. We believe that it harnesses the potential in studying the structural dynamics of any biopolymer under external perturbation over an extended time scale.


Asunto(s)
Simulación de Dinámica Molecular , Microondas , Muramidasa , Termodinámica
3.
Int J Biol Macromol ; 151: 212-219, 2020 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-32068051

RESUMEN

Microwave radiations from various electronic devices are of serious health concern. In this article, using spectroscopic measurements, we show that the microwave radiation of strength 22 dBm and frequency 10 GHz facilitates protein fibrillation. However, this adverse effect of low-field radiation can be restricted by the presence of biocompatible citrate-capped gold nanoparticles. The dissipative field by metallic particles is able to disrupt the fibrillar network. We believe that the obtained results paved a way to find a therapeutic measure to combat fibrillation related diseases.


Asunto(s)
Amiloide/química , Oro/química , Nanopartículas del Metal/química , Microondas/efectos adversos , Amiloide/ultraestructura , Coloides/química , Humanos , Nanopartículas del Metal/ultraestructura , Análisis Espectral
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