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Structural alterations in rat liver proteins due to streptozotocin-induced diabetes and the recovery effect of selenium: Fourier transform infrared microspectroscopy and neural network study
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Date
2012-07-01
Author
Bozkurt, Ozlem
Bayari, Sevgi Haman
Severcan, Mete
Krafft, Christoph
Popp, Juergen
Severcan, Feride
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Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
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The relation between protein structural alterations and tissue dysfunction is a major concern as protein fibrillation and/or aggregation due to structural alterations has been reported in many disease states. In the current study, Fourier transform infrared microspectroscopic imaging has been used to investigate diabetes-induced changes on protein secondary structure and macromolecular content in streptozotocin-induced diabetic rat liver. Protein secondary structural alterations were predicted using neural network approach utilizing the amide I region. Moreover, the role of selenium in the recovery of diabetes-induced alterations on macromolecular content and protein secondary structure was also studied. The results revealed that diabetes induced a decrease in lipid to protein and glycogen to protein ratios in diabetic livers. Significant alterations in protein secondary structure were observed with a decrease in alpha-helical and an increase in beta-sheet content. Both doses of selenium restored diabetes-induced changes in lipid to protein and glycogen to protein ratios. However, low-dose selenium supplementation was not sufficient to recover the effects of diabetes on protein secondary structure, while a higher dose of selenium fully restored diabetes-induced alterations in protein structure. (C) 2012 Society of Photo-Optical Instrumentation Engineers (SPIE). [DOI: 10.1117/1.JBO.17.7.076023]
Subject Keywords
Diabetes
,
Liver
,
Selenium
,
Protein structure
,
Fourier transform infrared imaging
,
Fourier transform infrared microspectroscopy
,
Neural networks
URI
https://hdl.handle.net/11511/51596
Journal
JOURNAL OF BIOMEDICAL OPTICS
DOI
https://doi.org/10.1117/1.jbo.17.7.076023
Collections
Department of Biology, Article
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O. Bozkurt, S. H. Bayari, M. Severcan, C. Krafft, J. Popp, and F. Severcan, “Structural alterations in rat liver proteins due to streptozotocin-induced diabetes and the recovery effect of selenium: Fourier transform infrared microspectroscopy and neural network study,”
JOURNAL OF BIOMEDICAL OPTICS
, pp. 0–0, 2012, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/51596.