Characterization of lipidic markers of chondrogenic differentiation using mass spectrometry imaging

UDC.coleccionInvestigación
UDC.departamentoFisioterapia, Medicina e Ciencias Biomédicas
UDC.endPage713
UDC.grupoInvReumatoloxía (INIBIC)
UDC.institutoCentroINIBIC - Instituto de Investigacións Biomédicas de A Coruña
UDC.issue4
UDC.journalTitleProteomics
UDC.startPage702
UDC.volume15
dc.contributor.authorRocha Loureda, Beatriz
dc.contributor.authorCillero-Pastor, B.
dc.contributor.authorEijkel, Gert
dc.contributor.authorBruinen, Anne L.
dc.contributor.authorRuiz-Romero, Cristina
dc.contributor.authorHeeren, Ron M.A.
dc.contributor.authorBlanco García, Francisco J
dc.date.accessioned2026-07-01T10:53:12Z
dc.date.available2026-07-01T10:53:12Z
dc.date.issued2014-10-27
dc.description.abstract[Abstract] Mesenchymal stem cells (MSC) are an interesting alternative for cell-based therapy of cartilage defects attributable to their capacity to differentiate toward chondrocytes in the process termed chondrogenesis. The metabolism of lipids has recently been associated with the modulation of chondrogenesis and also with the development of pathologies related to cartilage degeneration. Information about the distribution and modulation of lipids during chondrogenesis could provide a panel of putative chondrogenic markers. Thus, the discovery of new lipid chondrogenic markers could be highly valuable for improving MSC-based cartilage therapies. In this work, MS imaging was used to characterize the spatial distribution of lipids in human bone marrow MSCs during the first steps of chondrogenic differentiation. The analysis of MSC micromasses at days 2 and 14 of chondrogenesis by MALDI-MSI led to the identification of 20 different lipid species, including fatty acids, sphingolipids, and phospholipids. Phosphocholine, several sphingomyelins, and phosphatidylcholines were found to increase during the undifferentiated chondrogenic stage. A particularly detected lipid profile was verified by TOF secondary ion MS. Using this technology, a higher intensity of phosphocholine-related ions was observed in the peripheral region of the micromasses collected at day 14.
dc.description.sponsorshiphis work was supported in part through funding from EU COST Action BM1104 (Mass Spectrometry Imaging: new tools for healthcare research), and also from Fondo Investigación Sanitaria, Madrid, Spain (CIBER-CB06/01/0040; PI12/00329; PI11/02397, RETIC-RIER-RD12/0009/0018; Proteo-Red/ISCIII); FEDER (European Community), Xunta de Galicia (Red Gallega REDICENT) and Dutch national program COMMIT.
dc.identifier.citationRocha B, Cillero-Pastor B, Eijkel G, Bruinen AL, Ruiz-Romero C, Heeren RM, Blanco FJ. Characterization of lipidic markers of chondrogenic differentiation using mass spectrometry imaging. Proteomics. 2015 Feb;15(4):702-13.
dc.identifier.doi10.1002/PMIC.201400260
dc.identifier.issn1615-9861
dc.identifier.urihttps://hdl.handle.net/2183/48720
dc.language.isoeng
dc.publisherJohn Wiley & Sons
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO//PI12%2F00329/ES/PROYECTO PROTEOMA HUMANO ESPAÑOL: Aplicacion en Enfermedades Reumatologicas/
dc.relation.projectIDinfo:eu-repo/grantAgreement/MICINN//PI11%2F02397/ES/Caracterización de un panel de péptidos y proteínas endógenas de cartílago con utilidad biomarcadora de artrosis que facilite el desarrollo de métodos de diagnóstico molecular/
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO//RD12%2F0009%2F0018/ES/Inflamación y enfermedades reumáticas/
dc.relation.urihttps://doi.org/10.1002/PMIC.201400260
dc.rightsThis is the peer reviewed version of the article which has been published in final form at Proteomics. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. This article may not be enhanced, enriched or otherwise transformed into a derivative work, without express permission from Wiley or by statutory rights under applicable legislation. Copyright notices must not be removed, obscured or modified. The article must be linked to Wiley’s version of record on Wiley Online Library and any embedding, framing or otherwise making available the article or pages thereof by third parties from platforms, services and websites other than Wiley Online Library must be prohibited.
dc.rights.accessRightsopen access
dc.subjectBiomedicine
dc.subjectCartilage
dc.subjectChondrogenesis
dc.subjectLipids
dc.subjectMS imaging
dc.subjectMesenchymal stem cells
dc.titleCharacterization of lipidic markers of chondrogenic differentiation using mass spectrometry imaging
dc.typejournal article
dc.type.hasVersionAM
dspace.entity.typePublication
relation.isAuthorOfPublicationf357279a-035a-4279-a553-99cfd79bd2bb
relation.isAuthorOfPublication.latestForDiscoveryf357279a-035a-4279-a553-99cfd79bd2bb

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Figure S1. Experimental workflow for the characterization of lipids in micromasses by matrix-assisted laser desorption ionization-mass spectrometry imaging (MALDI-MSI) and time-of-flight secondary ion mass spectrometry (TOF-SIMS). Micromasses collected at day 2 and 14 of chondrogenesis were gelatin-embedded and cryo-sectioned into 10 μm sections for MSI. For (positive and negative) MALDI-MSI experiments, samples were sprayed with matrix using ImagePrep and analyzed to obtain lipid profiles. TOF-SIMS was then performed on gold-coated sections, providing high spatial resolution images of samples. Statistical methods used for data interpretation were principal component analysis (PCA) and discriminant analysis (DA). Lipid ion images were generated with Biomap 3.7.5.5 software. Lipids were identified by MALDI-tandem mass spectrometry (MALDI-MS/MS) profiling experiments performed directly on micromass sections.
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Figure S2. Discriminant Analysis (DA) confirms the lipid profile reproducibility among three human donors of bone marrow mesenchymal stem cells (hBMSCs) after positive ion matrix-assisted laser desorption ionization-mass spectrometry imaging (MALDI-MSI) experiments. (A) Histogram distribution of first discriminant function (DF1) scores. (B) Spectra loading plot of the DF1. The negative part of the spectrum corresponds to micromasses collected at day 2 of chondrogenesis and shows a higher content of phosphatidylcholines (PCs) and sphingomyelins (SMs) compared with samples from day 14.
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Figure S3. Distribution and intensities of lipid positive ions in micromass sections after matrix-assisted laser desorption ionization-mass spectrometry imaging (MALDI-MSI) experiments and tandem mass spectrometry (MS/MS) profiling identifications. Scale bars show normalized intensities. Scale size: 900 μm:
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Figure S4. Representative fragmentation spectra of some phospholipid and sphingolipid molecular ions detected from micromasses in positive and negative ion mode analyses. (A) Tandem mass spectrometry (MS/MS) spectrum and structure of sphingomyelins (SM) (d18:1/16:0). The ion at m/z 86 is a specific fragment of the choline head group. The neutral loss of the entire phosphocholine head group led to the formation of the fragment ion [M+H-183]+ at m/z 542.5 from the sodiated-SM precursor, whereas the loss of trimethylamine from the phosphocholine head group generated the fragment ion [M+H-59]+ at m/z 666.5. (B) MS/MS spectrum and structure of phosphatidylcholine (PC) (16:0/18:1-N(CH3)3. The fragment ions at m/z 483.2 and m/z 456.2 correspond to the loss of the 16:0 and 18:1 fatty acid chain from the potassiated-PC precursor. (C) MS/MS spectrum and structure of phosphatidylglycerol (PG) (18:1/22:6). (D) MS/MS spectra of phosphatidylinositol (PI) (18:0/20:4). The mass peaks at m/z 241 (inositolphosphate-H2O) and 223 (inositolphosphate-2H2O) confirm the presence of the inositol polar head group. The assignment of the fatty acid chains was confirmed by the mass peaks at m/z 581 and m/z 601, which are characteristic of the loss of the arachidonic and stearic acid, respectively. The fragment ion at m/z 419 is related to the loss of the inositol headgroup (162 Da) plus the C18:0 fatty acid