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
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

Références

Clin Genet. 2019 Aug;96(2):107-117
pubmed: 30941742
Nat Commun. 2020 Apr 7;11(1):1733
pubmed: 32265441
Diseases. 2017 Jun 11;5(2):
pubmed: 28933368
Science. 2015 Nov 27;350(6264):aaa8870
pubmed: 26612955
Anal Chem. 2019 Sep 3;91(17):11116-11121
pubmed: 31361463
Analyst. 2009 Jun;134(6):1046-57
pubmed: 19475129
Virchows Arch. 2007 Oct;451(4):823-34
pubmed: 17674039
Postgrad Med J. 2018 Dec;94(1118):709-713
pubmed: 30559317
Cells. 2021 Jun 17;10(6):
pubmed: 34204530
Head Neck. 2016 Oct;38(10):1545-52
pubmed: 27098552
J Gen Fam Med. 2017 May 08;18(5):225-229
pubmed: 29264031
Cardiovasc Diagn Ther. 2021 Apr;11(2):683-695
pubmed: 33968645
J Echocardiogr. 2017 Dec;15(4):151-157
pubmed: 28674962
Skelet Muscle. 2018 Aug 28;8(1):28
pubmed: 30153853
Circ Cardiovasc Genet. 2017 Oct;10(5):
pubmed: 29018006
Biophys J. 2010 Nov 17;99(10):3483-91
pubmed: 21081098
J Biomed Opt. 2017 Jun 1;22(6):66005
pubmed: 28613345
Biophys J. 2014 May 6;106(9):1910-20
pubmed: 24806923
Eur J Echocardiogr. 2011 Sep;12(9):671-7
pubmed: 21810826
BMC Cancer. 2016 Jul 26;16:534
pubmed: 27460472
Contrib Nephrol. 2001;(136):174-92
pubmed: 11688379
Orphanet J Rare Dis. 2010 Nov 22;5:30
pubmed: 21092187
Anal Chem. 2019 Nov 5;91(21):13900-13906
pubmed: 31483624
Proc Natl Acad Sci U S A. 1997 Mar 18;94(6):2540-4
pubmed: 9122231
Science. 2006 Apr 14;312(5771):228-30
pubmed: 16614211
J Atr Fibrillation. 2018 Feb 28;10(5):1644
pubmed: 29988238
Pathologe. 2020 Sep;41(5):434-443
pubmed: 32533233
Open Heart. 2018 Jul 12;5(2):e000803
pubmed: 30018776
BMC Plant Biol. 2018 Nov 12;18(1):275
pubmed: 30419820
Molecules. 2020 Dec 25;26(1):
pubmed: 33375623
J Neurooncol. 2021 Feb;151(3):393-402
pubmed: 33611706
Virchows Arch. 2006 Mar;448(3):337-43
pubmed: 16315019
Proc Natl Acad Sci U S A. 2007 Sep 11;104(37):14658-63
pubmed: 17804796
Arch Pathol Lab Med. 2012 Dec;136(12):1502-10
pubmed: 23194042
J Lipid Res. 2003 Nov;44(11):2202-8
pubmed: 12923234
Annu Rev Med. 2015;66:471-86
pubmed: 25587658
Sci Rep. 2016 Jul 13;6:29239
pubmed: 27406831
Int J Mol Sci. 2021 Apr 23;22(9):
pubmed: 33922740
Analyst. 2017 Apr 10;142(8):1207-1215
pubmed: 27840868
Best Pract Res Clin Endocrinol Metab. 2015 Mar;29(2):195-204
pubmed: 25987173
Orphanet J Rare Dis. 2013 Aug 06;8:116
pubmed: 23915644
Am J Pathol. 2015 Mar;185(3):651-65
pubmed: 25553976
Spectrochim Acta A Mol Biomol Spectrosc. 2017 Oct 5;185:317-335
pubmed: 28599236
J Intern Med. 2018 Oct;284(4):427-438
pubmed: 29974530
J Am Soc Nephrol. 2013 Jan;24(1):137-48
pubmed: 23274955
Int J Mol Sci. 2020 Oct 29;21(21):
pubmed: 33138098
Biochim Biophys Acta. 2012 Feb;1822(2):226-32
pubmed: 22085605
Proc Natl Acad Sci U S A. 2017 May 2;114(18):4805-4810
pubmed: 28373558
Histochem Cell Biol. 2008 Jul;130(1):157-64
pubmed: 18365234
Light Sci Appl. 2018 May 30;7:10
pubmed: 30839624
Proc Natl Acad Sci U S A. 2005 Nov 15;102(46):16807-12
pubmed: 16263923

Auteurs

Elen Tolstik (E)

Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany.

Nairveen Ali (N)

Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Albert-Einstein-Str. 9, 07745 Jena, Germany.

Shuxia Guo (S)

Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Albert-Einstein-Str. 9, 07745 Jena, Germany.

Paul Ebersbach (P)

Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany.

Dorothe Möllmann (D)

Institute of Pathology, University Hospital Essen, Hufelandstr. 55, 45147 Essen, Germany.

Paula Arias-Loza (P)

Department of Nuclear Medicine, Oberdürrbacher Str. 6, 97080 Wuerzburg, Germany.

Johann Dierks (J)

Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany.

Irina Schuler (I)

Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany.

Erik Freier (E)

Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany.

Jörg Debus (J)

Department of Physics, TU Dortmund University, Otto-Hahn-Str. 4a, 44227 Dortmund, Germany.

Hideo A Baba (HA)

Institute of Pathology, University Hospital Essen, Hufelandstr. 55, 45147 Essen, Germany.

Peter Nordbeck (P)

Department of Internal Medicine I, University of Würzburg, Oberdürrbacher Str. 6, 97080 Wuerzburg, Germany.

Thomas Bocklitz (T)

Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Albert-Einstein-Str. 9, 07745 Jena, Germany.

Kristina Lorenz (K)

Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany.
Institute of Pharmacology and Toxicology, University of Würzburg, Versbacher Str. 9, 97078 Wuerzburg, Germany.
Comprehensive Heart Failure Center, University Hospital of Würzburg, Am Schwarzenberg 15, 97078 Wuerzburg, Germany.

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Classifications MeSH