Brézillon, S.Untereiner, V.T. Mohamed, H.Hodin, J.Chatron-Colliet, A.Maquart, F-XD. Sockalingum, G.2020-02-292020-02-292017R. V. Iozzo and L. Schaefer, Matrix Biol., 2015, 42, 11–55 CrossRef CAS PubMed . U. Häcker, K. Nybakken and N. Perrimon, Nat. Rev. Mol. Cell Biol., 2005, 6, 530–541 CrossRef PubMed . D. Kawamura, T. Funakoshi, S. Mizumoto, K. Sugahara and N. Iwasaki, J. Orthop. Sci., 2014, 19, 1028–1035 CrossRef CAS PubMed . A. Xiong, S. Kundu and K. Forsberg-Nilsson, FEBS J., 2014, 281, 4993–5008 CrossRef CAS PubMed . D. Nikitovic, P. Katonis, A. Tsatsakis, N. K. Karamanos and G. N. Tzanakakis, IUBMB Life, 2008, 60, 818–823 CrossRef CAS PubMed . H. Hassan, B. Greve, M. S. Pavao, L. Kiesel, S. A. Ibrahim and M. Götte, FEBS J., 2013, 280, 2216–2227 CrossRef CAS PubMed . G. Frescaline, T. Bouderlique, L. Mansoor, G. Carpentier, B. Baroukh, F. Sineriz, M. Trouillas, J.-L. Saffar, J. Courty and J.-J. Lataillade, Tissue Eng., Part A, 2013, 19, 1641–1653 CrossRef CAS PubMed . B. Zhang, W. Xiao, H. Qiu, F. Zhang, H. A. Moniz, A. Jaworski, E. Condac, G. Gutierrez-Sanchez, C. Heiss and R. D. Clugston, J. Clin. Invest., 2014, 124, 209 CAS . M. Bernfield, M. Götte, P. W. Park, O. Reizes, M. L. Fitzgerald, J. Lincecum and M. Zako, Annu. Rev. Biochem., 1999, 68, 729–777 CrossRef CAS PubMed . N. Afratis, C. Gialeli, D. Nikitovic, T. Tsegenidis, E. Karousou, A. D. Theocharis, M. S. Pavão, G. N. Tzanakakis and N. K. Karamanos, FEBS J., 2012, 279, 1177–1197 CrossRef CAS PubMed . F. H. Blackhall, C. L. Merry, E. Davies and G. C. Jayson, Br. J. Cancer, 2001, 85, 1094 CrossRef CAS PubMed . R. Sasisekharan, Z. Shriver, G. Venkataraman and U. Narayanasami, Nat. Rev. Cancer, 2002, 2, 521–528 CrossRef CAS PubMed . H. Siiskonen, M. Poukka, K. Tyynelä-Korhonen, R. Sironen and S. Pasonen-Seppänen, BMC Cancer, 2013, 13, 1–12 CrossRef PubMed . I. Koshiishi, E. Horikoshi and T. Imanari, Anal. Biochem., 1999, 267, 222–226 CrossRef CAS PubMed . I. Koshiishi, M. Takenouchi, T. Hasegawa and T. Imanari, Anal. Biochem., 1998, 265, 49–54 CrossRef CAS PubMed . T. Oguma, H. Toyoda, T. Toida and T. Imanari, Biomed. Chromatogr., 2001, 15, 356–362 CrossRef CAS PubMed . A. H. Conrad, Y. Zhang, A. R. Walker, L. A. Olberding, A. Hanzlick, A. J. Zimmer, R. Morffi and G. W. Conrad, Invest. Ophthalmol. Visual Sci., 2006, 47, 120–132 Search PubMed . Y. Zhang, A. H. Conrad, E. S. Tasheva, K. An, L. M. Corpuz, Y. Kariya, K. Suzuki and G. W. Conrad, Invest. Ophthalmol. Visual Sci., 2005, 46, 1604–1614 Search PubMed . S. B. Frazier, K. A. Roodhouse, D. E. Hourcade and L. Zhang, Open Glycosci., 2008, 1, 31–39 CrossRef CAS PubMed . N. K. Karamanos and A. Hjerpe, Biomed. Chromatogr., 1999, 13, 507–512 CrossRef CAS PubMed . F. Lamari, M. Militsopoulou, T. Mitropoulou, A. Hjerpe and N. Karamanos, Biomed. Chromatogr., 2002, 16, 95–102 CrossRef CAS PubMed . A. H. Plaas, L. West, R. J. Midura and V. C. Hascall, Methods Mol. Biol., 2001, 171, 117–128 CAS . Y. Wegrowski and F.-X. Maquart, Proteoglycan. Protocols, 2001, vol. 171, pp. 175–179 Search PubMed . Y. Wegrowski, A. L. Milard, G. Kotlarz, E. Toulmonde, F. X. Maquart and J. Bernard, Clin. Exp. Immunol., 2006, 144, 485–493 CrossRef CAS PubMed . M. J. Baker, J. Trevisan, P. Bassan, R. Bhargava, H. J. Butler, K. M. Dorling, P. R. Fielden, S. W. Fogarty, N. J. Fullwood and K. A. Heys, Nat. Protoc., 2014, 9, 1771–1791 CrossRef CAS PubMed . R. Bansil, I. Yannas and H. Stanley, Biochim. Biophys. Acta, 1978, 541, 535–542 CrossRef CAS . T. R. Rudd, R. Hussain, G. Siligardi and E. A. Yates, Chem. Commun., 2010, 46, 4124–4126 RSC . N. Mainreck, S. Brézillon, G. D. Sockalingum, F. X. Maquart, M. Manfait and Y. Wegrowski, J. Pharm. Sci., 2011, 100, 441–450 CrossRef CAS PubMed . N. Mainreck, S. Brézillon, G. D. Sockalingum, F. X. Maquart, M. Manfait and Y. Wegrowski, in Proteoglycans, Springer, New-York, 2012, pp. 117–130 Search PubMed . G. J. Miller, S. U. Hansen, M. Baráth, C. Johannessen, E. W. Blanch, G. C. Jayson and J. M. Gardiner, Carbohydr. Res., 2014, 400, 44–53 CrossRef CAS PubMed . T. Ito, Y. Koyama and M. Otsuka, J. Pharm. Biomed. Anal., 2010, 51, 268–272 CrossRef CAS PubMed . T. Saxena, B. Deng, D. Stelzner, J. Hasenwinkel and J. Chaiken, J. Biomed. Opt., 2011, 16, 027003–027001 CrossRef PubMed . E. Kamilari, C. Kontoyannis, F. Lamari and M. Orkoula, 9th Panhellenic Scientific Chemical Engineering Congress, Athens, 2013 . S. Brézillon, V. Untereiner, L. Lovergne, I. Tadeo, R. Noguera, F.-X. Maquart, Y. Wegrowski and G. D. Sockalingum, Anal. Bioanal. Chem., 2014, 406, 5795–5803 CrossRef PubMed . Z. Movasaghi, S. Rehman and I. U. Rehman, Appl. Spectrosc. Rev., 2007, 42, 493–541 CrossRef CAS . F. Draux, C. Gobinet, J. Sulé-Suso, A. Trussardi, M. Manfait, P. Jeannesson and G. D. Sockalingum, Anal. Bioanal. Chem., 2010, 397, 2727–2737 CrossRef CAS PubMed . F. Draux, P. Jeannesson, A. Beljebbar, A. Tfayli, N. Fourre, M. Manfait, J. Sulé-Suso and G. D. Sockalingum, Analyst, 2009, 134, 542–548 RSC . F. Draux, P. Jeannesson, C. Gobinet, J. Sule-Suso, J. Pijanka, C. Sandt, P. Dumas, M. Manfait and G. D. Sockalingum, Anal. Bioanal. Chem., 2009, 395, 2293–2301 CrossRef CAS PubMed . R. Kumar, G. P. Singh, K. M. Grønhaug, N. K. Afseth, C. de, L. Davies, J. O. Drogset and M. B. Lilledahl, Int. J. Mol. Sci., 2015, 16, 9341–9353 CrossRef CAS PubMed . D. Craig, S. McAughtrie, J. Simpson, C. McCraw, K. Faulds and D. Graham, Anal. Chem., 2014, 86, 4775–4782 CrossRef CAS PubMed . E. Brauchle, S. Noor, E. Holtorf, C. Garbe, K. Schenke-Layland and C. Busch, Clin. Exp. Dermatol., 2014, 39, 636–645 CrossRef CAS PubMed . K. Kong, C. Kendall, N. Stone and I. Notingher, Adv. Drug Delivery Rev., 2015, 89, 121–134 CrossRef CAS PubMed . N. Kourkoumelis, I. Balatsoukas, V. Moulia, A. Elka, G. Gaitanis and I. D. Bassukas, Int. J. Mol. Sci., 2015, 16, 14554–14570 CrossRef CAS PubMed . M. Sharma, E. Marple, J. Reichenberg and J. W. Tunnell, Rev. Sci. Instrum., 2014, 85, 083101 CrossRef PubMed . W. Wang, J. Zhao, M. Short and H. Zeng, J. Biophotonics, 2015, 8, 527–545 CrossRef PubMed . B. Bodanese, F. L. Silveira, R. A. Zangaro, M. T. T. Pacheco, C. A. Pasqualucci and L. Silveira Jr., Photomed. Laser Surg., 2012, 30, 381–387 CrossRef CAS PubMed . S. B. Cartaxo, I. D. d. A. O. Santos, R. Bitar, A. F. Oliveira, L. M. Ferreira, H. S. Martinho and A. A. Martin, Acta Cir. Bras., 2010, 25, 351–356 Search PubMed . L. Lim, B. Nichols, M. R. Migden, N. Rajaram, J. S. Reichenberg, M. K. Markey, M. I. Ross and J. W. Tunnell, J. Biomed. Opt., 2014, 19, 117003–117001 CrossRef PubMed . P. Philipsen, L. Knudsen, M. Gniadecka, M. Ravnbak and H. Wulf, Photochem. Photobiol. Sci., 2013, 12, 770–776 CAS . L. Silveira, F. L. Silveira, B. Bodanese, R. A. Zangaro and M. T. T. Pacheco, J. Biomed. Opt., 2012, 17, 077003–077001 CrossRef PubMed . H. Wang, T. H. Tsai, J. Zhao, A. Lee, B. K. K. Lo, M. Yu, H. Lui, D. I. McLean and H. Zeng, Photodermatol., Photoimmunol. Photomed., 2012, 28, 147–152 CrossRef CAS PubMed . C. Danciu, A. Falamas, C. Dehelean, C. Soica, H. Radeke, L. Barbu-Tudoran, F. Bojin, S. C. Pînzaru and M. F. Munteanu, Cancer Cell Int., 2013, 13, 1–12 CrossRef PubMed . T. Uyama, H. Kitagawa and K. Sugahara, Compr. Glycosci., 2007, 3, 79–104 CAS . A. Maroudas and K. E. Kuettner, Methods in carticlage research, ed. K. K. Maroudas, Academic Press, London, 1990, pp. 209–239 Search PubMed . M. T. Bayliss and S. Y. Ali, Biochem. J., 1978, 176, 683–693 CrossRef CAS PubMed . M. T. Bayliss, M. Venn, A. Maroudas and S. Y. Ali, Biochem. J., 1983, 209, 387–400 CrossRef CAS PubMed . C. B. Knudson and W. Knudson, Semin. Cell Dev. Biol., 2001, 12, 69–78 CrossRef CAS PubMed . J. D. Esko, T. E. Stewart and W. H. Taylor, Proc. Natl. Acad. Sci. U. S. A., 1985, 82, 3197–3201 CrossRef CAS . C. R. Franco, H. A. Rocha, E. S. Trindade, I. A. Santos, E. L. Leite, S. S. Veiga, H. B. Nader and C. P. Dietrich, Braz. J. Med. Biol. Res., 2001, 34, 971–975 CrossRef CAS PubMed . P. Lasch, Chemom. Intell. Lab. Syst., 2012, 117, 100–114 CrossRef CAS . A. Azan, V. Untereiner, C. Gobinet, G. D. Sockalingum, M. Breton, O. Piot and L. M. Mir, Sci. Rep., 2017, 7, 40448 CrossRef CAS PubMed . A. Naggi, B. Casu, B. Crippa, S. Magnaghi, L. Silvestro and G. Torri, Semin. Thromb. Hemostasis, 1994, 20, 168–175 CrossRef CAS PubMed . R. Chavez, G. Coricor, J. Perez, H.-S. Seo and R. Serra, Osteoarthr. Cartil., 2016, 30318–30311https://doi.org/10.1039/C6AN01951Jhttps://t.ly/KX32PMSA Google ScholarSpectroscopic markers characteristic of reference glycosaminoglycan molecules were identified previously based on their vibrational signatures. Infrared spectral signatures of glycosaminoglycans in fixed cells were also recently demonstrated but probing live cells still remains challenging. Raman microspectroscopy is potentially interesting to perform studies under physiological conditions. The aim of the present work was to identify the Raman spectral signatures of GAGs in fixed and live cells and in their conditioned media. Biochemical and Raman analyses were performed on five cell types: chondrocytes, dermal fibroblasts, melanoma (SK-MEL-28), wild type CHO, and glycosaminoglycan-defective mutant CHO-745 cells. The biochemical assay of sulfated GAGs in conditioned media was only possible for chondrocytes, dermal fibroblasts, and wild type CHO due to the detection limit of the test. In contrast, Raman microspectroscopy allowed probing total glycosaminoglycan content in conditioned media, fixed and live cells and the data were analysed by principal component analysis. Our results showed that the Raman technique is sensitive enough to identify spectral markers of glycosaminoglycans that were useful to characterise the conditioned media of the five cell types. The results were confirmed at the single cell level on both live and fixed cells with a good differentiation between the cell types. Furthermore, the principal component loadings revealed prominent glycosaminoglycan-related spectral information. Raman microspectroscopy allows monitoring of the glycosaminoglycan profiles of single live cells and could therefore be developed for cell screening purposes and holds promise for identifying glycosaminoglycan signatures as a marker of cancer progression in tissues.enUniversity of Probing glycosaminoglycan spectral signatures; Raman microspectroscopyProbing glycosaminoglycan spectral signatures in live cells and their conditioned media by Raman microspectroscopyArticlehttps://doi.org/10.1039/C6AN01951J