CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease.
Fabry Disease (FD)
Gb3 and lyso-Gb3 biomarkers
Raman micro-spectroscopy
cardiovascular diseases
coherent anti-Stokes Raman scattering (CARS) microscopy
immunohistochemistry
multivariate data analysis
Journal
International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791
Informations de publication
Date de publication:
11 May 2022
11 May 2022
Historique:
received:
12
04
2022
revised:
05
05
2022
accepted:
08
05
2022
entrez:
28
5
2022
pubmed:
29
5
2022
medline:
1
6
2022
Statut:
epublish
Résumé
Vibrational spectroscopy can detect characteristic biomolecular signatures and thus has the potential to support diagnostics. Fabry disease (FD) is a lipid disorder disease that leads to accumulations of globotriaosylceramide in different organs, including the heart, which is particularly critical for the patient's prognosis. Effective treatment options are available if initiated at early disease stages, but many patients are late- or under-diagnosed. Since Coherent anti-Stokes Raman (CARS) imaging has a high sensitivity for lipid/protein shifts, we applied CARS as a diagnostic tool to assess cardiac FD manifestation in an FD mouse model. CARS measurements combined with multivariate data analysis, including image preprocessing followed by image clustering and data-driven modeling, allowed for differentiation between FD and control groups. Indeed, CARS identified shifts of lipid/protein content between the two groups in cardiac tissue visually and by subsequent automated bioinformatic discrimination with a mean sensitivity of 90-96%. Of note, this genotype differentiation was successful at a very early time point during disease development when only kidneys are visibly affected by globotriaosylceramide depositions. Altogether, the sensitivity of CARS combined with multivariate analysis allows reliable diagnostic support of early FD organ manifestation and may thus improve diagnosis, prognosis, and possibly therapeutic monitoring of FD.
Identifiants
pubmed: 35628155
pii: ijms23105345
doi: 10.3390/ijms23105345
pmc: PMC9142043
pii:
doi:
Substances chimiques
Lipids
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Federal Ministry of Education and Research
ID : ChinValue (03INT703AB), ERK-Casting (16GW0262K)
Organisme : Deutsche Forschungsgemeinschaft
ID : SFB1525 (453989101) and SFB/TR 296 (424957847)
Organisme : Drug Discovery Hub Dortmund (DDHD)
ID : DDHD
Organisme : European Union's Horizon 2020, CRIMSON project
ID : innovation programme No. 101016923
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