Abstract
This Chapter describes the fundamental principles of atherosclerotic plaque formation along with features detectable by histology. The main focus is on reviewing the use of Raman and IR spectroscopy in the study of atherosclerotic arteries. The analysis of the experimental results is possible only with the application of mathematical and statistical tools of analysis, i.e. chemometrics, which are also described. This chapter proves that chemometrics allows us to create a link between IR and Raman spectroscopy and their application in chemistry.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Wrobel TP, Marzec KM, Majzner K, Kochan K, Bartus M, Chlopicki S, Baranska M (2012) Analyst 137:4135–4139
Peres MB, Silveira L, Zangaro RA, Pacheco MTT, Pasqualucci CA (2011) Lasers Med Sci 26:645–655
Krafft C, Sergo V (2006) Spectroscopy 20:195–218
Wang L, Mizaikoff B (2008) Anal Bioanal Chem 391:1641–1654
Kazarian SG, Chan KL (2006) BBA 1758:858–867
Bhargava R, Fernandez DC, Hewitt SM, Levin I (2006) BBA 1758:830–845
Walsh, M. J, Kajdacsy-Balla, A, Holton, S. E, Bhargava, R. Vibrational Spectroscopy2012, 60, 23–28
Reddy R, Davis B, Carney PS, Bhargava R (2011) IEEE Proceedings—International Symposium on Biomedical Imaging, 2011. doi:10.1109/ISBI.2011.5872511
Chew SF, Wood BR, Kanaan C, Browning J, MacGregor D, Davis ID, Cebon J, Tait BD, McNaughton D (2007) Tiss Ant 69(1), 252–258
Bassan P, Lee J, Sachdeva A, Pissardini J, Dorling KM, Fletcher JS, Henderson A, Gardner P (2013) Analyst 138(1):144–157
Diem M, Romeo M, Matthäus C, Miljkovic M, Miller M, Lasch P (2004) Infrared Phys Tech 45:331–338
Hughes C, Brown MD, Clarke NW, Flower KR, Gardner P (2012) Analyst 137:4720–4726
Heraud P, Ng ES, Caine S, Yu QC, Hirst C, Mayberry R, Bruce A, Wood BR, McNaughton D, Stanley EG, Elefanty AG (2010) Stem cell Res 4:140–147
Amrania H, Amrania H, McCrow AP, Matthews MR, Kazarian SG, Kuimova MK, Phillips CC (2011) Chem Sci 2:107–111
Stone N, Priet MC, Crow P, Uff J, Ritchie AW (2007) Anal Boanal Chem 387:1657–1668
Kawabata T, Mizuno T, Okazaki S, Hiramatsu M, Setoguchi T, Kikuchi H, Yamamoto M, Hiramatsu Y, Kondo K, Baba M, Ohta M, Kamiya K, Tanaka T, Sucuki S, Konno HJ (2008) Gastroenterol 43(4):283–290
Huang Z, McWilliams A, Lui H, Mclean D.I, Lam S, Zeng H (2003) Int J Cancer 107:1047–1052
Pilotto S, Pacheco MTT, Silveira L, Villaverde AB, Zangaro RA (2001) Laser Med Sci 16(1):2–9
Utzinger U, Heintzelman DL, Mahadevan-Jansen A, Malpica A, Follen M, Richards-Kortum R (2001) Appl Spectrosc 55(8):955–959
Shima MG, Song LMWK, Marcon NE, Wilson BC (2000) Photochem Photobiol 72(1):146–150
Ogawa M, Harada Y, Yamaoka Y, Fujita K, Yaku H, Takamatsu T (2009) Biochem Biophys Res Commun 382(2):370–374
Hata TR, Scholz TA, Ermakov IV, McClane RW, Khachik F, Gellermann W, Pershing LK (2000) J Invest Dermatol 115:441–448
Hanlon EB, Manoharan R, Koo TW, Shafer KE, Motz JT, Fitzmaurice M, Kramer JR, Itzkan I, Dasari RR, Feld MS (2000) Phys Med Biol 4(2):R1–R59
Mescher AL (2009) Junqueira’s basic histology, twelfth edition. McGraw Hill Professional
Coen M, Gabbiani G, Bochaton-Piallat ML (2011) ArteriosclerThrombVasc Biol 31:2391–2396
Wilson FJ, Kestenbaum MG, Gibney JA, Matta S (1997) Histology Image Review: a complete illustrated review course in basic histology. Appleton & Lange
Camejo G, Hurt-Camejo E, Wiklund O, Bondjers G (1998) Atherosclerosis 139:205–222
Khalil MF, Wagner WD, Goldberg IJ (2004) Arterioscler Thromb Vasc Biol 24:2211–2218
Gu L, Okada Y, Clinton SK, Gerard C, Sukhova GK, Libby P, Rollins BJ (1998) Molecular cell 2:275–281
Haley KJ, Lilly CM, Yang JH, Feng Y, Kennedy SP, Turi TG, Thompson JF, Sukhova GH, Libby P, Lee RT (2000) Circulation 102:2185–2189
Mach F, Sauty A, Iarossi AS, Sukhova GK, Neote K, Libby P, Luster AD (1999) J Clin Invest 104:1041–1050
Weber C, Noels H (2011) Nat Med 17:1410–1422
Libby P (2012) Arterioscler Thromb Vasc Biol 32:2045–2051
Gerszten R, Tager A (2012) N Engl J Med 366:1734–1736
Curtiss LK (2009) N Engl J Med 360:1144–1146
Jones CB, Sane DC, Herrington DM (2003) Cardiovasc Res 59:812–823
Lindstedt KA, Kovanen PT (2004) Cardiovasc Res 15
Hansson GK (2005) N Engl J Med 352:1685–1695
Heistad DD (2003) N Engl J Med 349:2285–2287
Williams H, Johnson JL, Carson KGS, Jackson CL (2002) Arterioscler Thromb Vasc Biol 22:788–792
Bond AR, Jackson CL (2011) J Biomed Biotechnol
Burke AP, Virmani R, Galis, Z, Haudenschild CC, Muller JE. J. Am. Coll. Cardiol. 2003, 41, 1874–1886
Thorp E, Tabas I (2009) J Leukoc Biol 86:1089–1095
Bosshart F, Utzinger U, Hess OM, Wyser J, Mueller A, Schneider J, Niederer P, Anliker M, Krayenbuehl HP (1992) Cardiovasc Res 26:620–625
Angheloiu GU, Arendt JT, Muller MG, Haka AS, Georgakoudi I, Motz JT, Scepanovic OR, Kuban BD, Myles J, Miller F, Podrez EA, Fitzmaurice M, Kramer JR, Feld MS (2006) Arterioscler Thromb Vascular Biol 26(7):1594–1600
Morguet AJ, Gabriel RE, Buchwald AB, Werner GS, Nyga R, Kreuzer H (1997) Lasers Surg Med 20:382–393
Motz JT, Fitzmaurice M, Miller A, Gandhi SJ, Haka AS, Galindo LH, Dasari RR, Kramer JR, Feld MS (2006) J Biomed Opt 11(2):021003, 1–9
Tuczu EM, Berkalp B, DeFranco AC, Ellis SG, Goormastic M, Whitlow PL, Franco I, Raymond RE, Nissen SE (1996) J Am Coll Cardiol 27:832–838
Vallabhasjoula V, Fuster J (1997) Nucl Med 28:1788–1796
Fayad ZA, Fuster V (2001) Circ Res 89(4):305–316
Naghavi M, Libby P, Falk E, Casscells SW, Litovsky S, Rumberger J, Badimon JJ, Stefanadis C, Moreno P, Pasterkamp G, Fayad Z, Stone PH, Waxman S, Raggi P, Madjid M, Zarrabi A, Burke A, Yuan C, Fitzgerald PJ, Siscovick DS, de Korte CL, Aikawa M, Airaksinen KE, Assmann G, Becker CR, Chesebro JH, Farb A, Galis ZS, Jackson C, Jang IK, Koenig W, Lodder RA, March K, Demirovic J, Navab M, Priori SG, Rekhter MD, Bahr R, Grundy SM, Mehran R, Colombo A, Boerwinkle E, Ballantyne C, Insull W Jr, Schwartz RS, Vogel R, Serruys PW, Hansson GK, Faxon DP, Kaul S, Drexler H, Greenland P, Muller JE, Virmani R, Ridker PM, Zipes DP, Shah PK, Willerson JT (2003) Circulation 14, 108(15):1772–1778
Prokoshina NA, Khovratovich NN, Khmara NF, Khatkevich MA (1985) ZhurnalPrikladnoiSpektr 41:785–789
Baraga JJ, Feld MS, Rava RP (1991) Appl Spectrosc 45:709–711
Kodali DR, Small DM, Powell J, Krishnan N (1991) Appl Spectrosc 45(8):1310–1317
Manoharan R, Baraga JJ, Rava RP, Dasari RR, Fitzmaurice M, Feld MS (1993) Atherosclerosis 103:181–193
Hayashi J, Saito T, Aizawa K (1997) Lasers Med Sci 21:287–293
Li C, Ebenstein D, Xu C, Chapman J, Saloner D, Rapp J, Pruitt L (2002) J Biomed Mater Res A 64:197–206
Adar F, Jelicks L, Naudin C, Rousseau D, Yeh S (2003) Proceedings of SPIE 11:3–11
Becker A, Epple M, Müller KM, Schmitz I (2004) J Inorg Biochem 98:2032–2038
Wetzel DL, Post GR, Lodder RA (2005) Vib Spectr 38:53–59
Colley CS, Kazarian SG, Weinberg PD, Lever MJ (2004) Biopolymers 74:328–335
Wang L, Chapman J, Palmer RA, Alter TM, Hooper BA, van Ramm O, Mizaikoff B (2006) Appl Spectrosc 60:1121–1126
Palombo F, Shen, H, Benguigui LES, Kazarian SG, Upmacis RK (2009) Analyst 134:1107–1118
Palombo F, Cremers SG, Weinberg PD, Kazarian SG (2009) J R Soc Interface 6:669–680
Palombo F, Danoux CB, Weinberg PD, Kazarian SG (2009) J biomed Opt 14:044008
Ebenstein DM, Coughlin D, Chapman J, Li C, Pruitt L (2009) J Biomed Mater Res A 91:1028–1037
Wrobel TP, Mateuszuk L, Chlopicki S, Malek K, Baranska M (2011) Analyst 136:5247–5255
Wrobel TP, Majzner K, Baranska M (2012) Spectrochim Acta Part A: Mol Biomol Spectrosc 96:940–994
Lattermann A, Matthäus C, Bergner N, Beleites C, Romeike BF, Krafft C, Brehm BR, Popp J (2012) J Biophotonics 12:1–12
Mostaco-Guidolin LB, Sowa MG, Ridsdale A, Pegoraro AF, Smith MSD, Hewko MD, Kohlenberg EK, Schattka B, Shiomi M, Stolow A, Ko AC-T (2010) Optic Soc Am 1:59–73
Ko ACT, Ridsdale A, Smith MSD, Mostaco-Guidolin LB, Hewko MD, Pegoraro AF, Kohlenberg EK, Schattka B, Shiomi M, Stolow A, Sowa MG (2010) J. Biomed Opt 15(2):020501, 1–3
Wang HW, Langohr IM, Sturek M, Cheng JX (2009) Arterioscler Thromb Vasc Biol 29:1342–1348
Šćepanović OR, Fitzmaurice M, Miller A, Kong Ch-R, Volynskaya Z, Dasari RR, Kramer JR, Feld MS (2011) J Biomed Opt 16(1):011009, 1–10
Bancroft JD, Gamble M (eds) (2008) Theory and practice of histological techniques, 6th edition. Churchill Livingstone: Edinburgh
Luna LG. (eds) Manual of histologic staining methods of the armed forces institute of pathology, 3rd edition, McGraw-Hill Book Company: New York, 1968
Gajda M, Jawien J, Mateuszuk L, Lis GJ, Radziszewski A, Chlopicki S, Litwin JA (2008) Folia Histochem Cytobiol 46:143–146
Arroio A, Lima EF, Honório KM, Silva ABF (2009) Struct Chem 20:577–585
de Juan A, Tauler R (2003) Analyt Chim Acta 500:195–210
Meade AD, Byrne HJ, Lyng FM (2010) Mutat Res 704:108–114
Lasch P, Naumann D (2006) BBA 1758:814–829
Tetteh J, Mader KT, Andanson JM, McAuley WJ, Lane ME, Hadgraft J, Kazarian SG, Mitchell JC (2009) Anal Chim Acta 642:246–256
Silveira L, Sathaiah S, Zangaro RA, Pacheco MTT, Chavantes MC, Pasqualucci CAG (2002) Laser Surg Med 30(4):290–297
Bushman JH, Motz JT, Deinum G, Romer TJ, Fitzmaurice M, Kramer JR, van der Laarse A, Bruschke AV, Feld MS (2001) Cardiovasc Pathol 10:59–68
Deinum G, Rodriquez D, Romer TJ, Fitmaurice M, Kramer JR, Feld MS (1999) Appl Spectrosc 53:938–942
Silveira L, Paula AR, Pasqualucci CA, Pacheco MTT (2008) Instrum Sci Technol 36(2):134–145
Brennan JF III, Romer TJ, Lees RS, Tercyak AM, Kramer JR, Feld MS (1997) Circulation 96:99–105
Buschman HP, Deinum G, Motz JT, Fitzmaurice M, Kramer JR, Laarse A, Bruschke AV, Feld MS (2001) Cardiovasc Pathol 10:69–82
Faiman R (1977) Chem Phys Lipids 18:84–104
Romer TJ, Brennan JF, Fitzmaurice M, Feldstain ML, Deinum G, Myles JL, Kramer JR, Lees RS, Feld MS (1998) Circulation 97:878–885
Brennan JFB, Wang Y, Dasari RR, Feld MS (1997) Appl Spectrosc 51:201–208
Kostogrys RB, Franczyk-Żarów M, Maślak E, Gajda M, Mateuszuk L, Jackson CL, Chłopicki S (2012) Atherosclerosis 223(2):327–331
Manoharan R, Baraga JJ, Feld MS, Rava RP (1992) J Photochem Photobiol 16:211–233
Krafft C, Neudert L, Simat T, Salzer R (2005) SpectrochimicaActaA 61:1529–1535
Hawi SR, Nithipatikom K, Wohlfeil ER, Adar F, Campbell WB (1997) J Lipd Res 38:1591–1597
Manoharan R, Wang Y, Feld MS (1996) Spectrochim Acta Mol Spectrosc 52:215–249
Cárcamo JJ, Aliaga AE, Clavijo E, Garrido C, Gómez-Jeria JS, Campos-Vallette MM (2012) J Raman Spectrosc 43:750–755
Nelson DGA, Williamson BE (1985) Caries Res 19:113–121
Baraga JJ, Feld MS, Rava RP (1992) Appl Spectrosc 46:187–190
Diem M (1993) Intoruction to modern vibrational spectroscopy. Wiley, New York
Weinmann P, Jouan M, Dao NQ, Lacroix B, Groiselle C, Bonte J-P, Luc G (1998) Atherosclerosis 140:81–88
Small DM (1988) Arteriosclerosis 8:103–129
Scepanovic O, Fitzmaurice M, Gardecki JA, Angheloiu GO, Awasthi S, Motz JY, Kramer JR, Dasari RR, Feld MS (2006) J Biomed Opt 11(2):021007
Moreno PR, Lodder RA, Purushothaman KR, Charash WE, O’Connor WN, Muller JE (2002) Circulation 105:923–927
Moreno PR, Muller JE (2003) J Interevent Cardiol 16(3):243–252
Suh WM, Seto AH, Margey RJP, Cruz-Gonzalez I, Jang I-K (2011) Circ Cardiovasc Imaging 4:169–178
Burke AP, Farb A, Malcolm GT, Liang Y-H, Smial JE, Virmani R (1999) J Am Med Assoc 281:921–926
Woolf N, Davies MJ (1994) Sci Am Sci Med 9:38–47
MacNeil BD, Lowe HC, Takano M, Fuster V, Jang IK (2003) Arterioscler Thromb Vasc Biol 23(8):1333–1342
Virmani R, Burke AP, Kolodgie FD, Farb A (2002) J Intervent Cardiol 15(6):439–446
Romer TJ, Brennan JF, Puppels GJ, Zwinderman AH, van Duinen SG, van der Laarse A, van der Steen AF, Bom NA, Bruschke AV (2000) Arterioscler Thromb Vasc Biol 20:478–483
Alano RR, Liu CH (1994) Method for distinguishing between calcified arteriosclerotic tissue and fibrous arteriosclerotic tissue or normal cardiovascular tissue using Raman spectroscopy. US Patent, 1994, Patent No: 5293872
Haka AS, Kramer JR, Dasari RR, Fitzmaurice M (2011) J Biomed Opt 16(1):011011, 1–7
Nogueira GV, Silveira L, Martin AA, Zangaro RA, Pacheco MTT (2005) J Biomed Opt 10(3):031117/1–031117/7
Buschman HP, Deinum G, Motz JT, Fitzmaurice M, Romer TJ, Kramer JR, Laarse A, Bruschke AV, Feld MS (2001) Cardiovasc Pathol 10:59–68
Katz SS, Small DM (1980) J Biol Chem 70:9753–9759
Libby P, Schoenbeck U, Mach F, Selwyn AP, Ganz P (1998) Am J Med 104:14S–18S
Patel R, Janoudi A, Vedre A, Aziz K, Tamhane U, Rubinstein J, Abela OG, Berger K, Abela GS (2011) Arterioscler Thromb Vasc Biol 31:2007–2014
Abela GS (2010) J Clin Lipidol 4:156–164
Rajamäki K, Lappalainen J, Oörni K, Välimäki E, Matikainen S, Kovanen PT, Eklund KK (2011) Arterioscler Thromb Vasc Biol 9:2007–2014
Suhalim JL, Chung C-Y, Lilledahl MB, Lim RS, Levi M, Tromberg BJ, Potma EO (2012) Biophys J 102:1988–1995
Le Cacheux P, Menard G, Nguyen QH, Weinmann PJM, Quy DN (1996) Appl Spectrosc 50:1253–1257
Holton SE, Walsh MJ, Bhargava R (2011) Analyst 136 (14):2953–2958
Buschman HP, Marple ET, Wach ML, Bennett, B, Bakker Schut TC, Bruining HA, Bruschke AV, van der Laarse A, Puppels G (2000) J Anal Chem 72:3771–3775
Motz JT, Gandhi SJ, Scepanovic OR, Haka AS, Kramer JR, Dasari RR, Feld MS (2004) J Biomed Opt 43(3):542–554
Motz JT, Hunter, M, Galindo LH, Gardecki JA, Kramer JR, Dasari RR, Feld MS (2004) Appl Opt 43(3):542–554
Matthäus C, Dochow S, Bergner G, Lattermann A, Romeike BFM, Marple ET, Krafft C, Dietzek B, Brehm BR, Popp, J (2012) Anal Chem 84:7845–7851
Toyran N, Lasch P, Naumann D, Turan B, Severcan F (2006) Biochem J 397:427–436
Ishibashi S, Herz J, Maeda N, Goldstein JL, Brown MS (1994) Proc Natl Acad Sci U S A 91:4431–4435
Acknowledgements
This study was supported by European Union from the resources of the European Regional Development Fund under the Innovative Economy Programme (grant coordinated by JCET-UJ, No POIG.01.01.02-00-069/09). The tissues for histological and vibrational microscopy examples of atherosclerotic plaque analysis presented in this chapter were taken from ApoE/LDLR–/– mice [128].
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer Science+Business Media Dordrecht
About this chapter
Cite this chapter
Marzec, K. et al. (2014). Vibrational Microspectroscopy for Analysis of Atherosclerotic Arteries. In: Baranska, M. (eds) Optical Spectroscopy and Computational Methods in Biology and Medicine. Challenges and Advances in Computational Chemistry and Physics, vol 14. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-7832-0_17
Download citation
DOI: https://doi.org/10.1007/978-94-007-7832-0_17
Published:
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-007-7831-3
Online ISBN: 978-94-007-7832-0
eBook Packages: Chemistry and Materials ScienceChemistry and Material Science (R0)