2017
DOI: 10.1038/s41598-017-07015-z
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Biochemical profiling of diabetes disease progression by multivariate vibrational microspectroscopy of the pancreas

Abstract: Despite the dramatic increase in the prevalence of diabetes, techniques for in situ studies of the underlying pancreatic biochemistry are lacking. Such methods would facilitate obtaining mechanistic understanding of diabetes pathophysiology and aid in prognostic and/or diagnostic assessments. In this report we demonstrate how a multivariate imaging approach (orthogonal projections to latent structures - discriminant analysis) can be applied to generate full vibrational microspectroscopic profiles of pancreatic… Show more

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Cited by 10 publications
(5 citation statements)
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“…Additionally, the background strain of leptin-deficient mice influences the phenotype. C57BLKS background leads to an uncontrolled rise in blood sugar, severe depletion of the insulin-producing beta-cells of the pancreatic islets, and death by 10 months of age [ 157 ]. Mice with the C57BL/6 background have compensatory hyperplasia of the islet B cells, and continued hyperinsulinemia throughout an 18- to 20-month life span.…”
Section: Resultsmentioning
confidence: 99%
“…Additionally, the background strain of leptin-deficient mice influences the phenotype. C57BLKS background leads to an uncontrolled rise in blood sugar, severe depletion of the insulin-producing beta-cells of the pancreatic islets, and death by 10 months of age [ 157 ]. Mice with the C57BL/6 background have compensatory hyperplasia of the islet B cells, and continued hyperinsulinemia throughout an 18- to 20-month life span.…”
Section: Resultsmentioning
confidence: 99%
“…Although beta cell connectivity was increased in the 10month-old ob/ob mice, not all aspects of their islet function were improved. Indeed, it was shown using vibrational microscopy and multivariate analysis, that reporter islets transplanted into the ACE of ob/ob mice had a higher content of collagen (44). This technique allows to register changes in the chemical composition of tissues and in this case reported on an increase in blood vessel fibrosis in ob/ob mouse islets.…”
Section: Functional Plasticity Of Pancreatic Isletsmentioning
confidence: 99%
“…In addition, light has a potentiating effect on islets, potentially affecting insulin secretion and control ( 66 ). Finally, transplantation in the eye may result in the formation of cataracts, and collagen deposition into the eye blood vessels ( 70 , 140 ). Anterior chamber of the eye is promising islet transplantation site, as demonstrated in different animal models including non-human primates but there are hesitations to its clinical applicability especially with the eye being a very sensitive and important organ.…”
Section: Transplantation Sitesmentioning
confidence: 99%