Fourier transform infrared spectroscopy to quantify collagen and elastin in an in vitro model of extracellular matrix degradation in aorta

被引:32
作者
Cheheltani, Rabee [1 ]
McGoverin, Cushla M. [2 ]
Rao, Jayashree [3 ]
Vorp, David A. [3 ,4 ,5 ,6 ]
Kiani, Mohammad F. [1 ,7 ]
Pleshko, Nancy [2 ]
机构
[1] Temple Univ, Dept Mech Engn, Philadelphia, PA 19122 USA
[2] Temple Univ, Dept Bioengn, Philadelphia, PA 19122 USA
[3] Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15219 USA
[4] Univ Pittsburgh, Dept Cardiothorac Surg & Surg, Pittsburgh, PA 15219 USA
[5] Univ Pittsburgh, Ctr Vasc Remodeling & Regenerat, Pittsburgh, PA 15219 USA
[6] Univ Pittsburgh, Clin & Translat Sci Inst, Pittsburgh, PA 15219 USA
[7] Temple Univ, Dept Radiat Oncol, Sch Med, Philadelphia, PA 19140 USA
基金
美国国家卫生研究院;
关键词
FIBER-OPTIC PROBE; DEGENERATIVE CARTILAGE; ANEURYSM; ARTERIES; SPECTRA; TISSUES; CELLS; HEART; BONE;
D O I
10.1039/c3an02371k
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Extracellular matrix (ECM) is a key component and regulator of many biological tissues including aorta. Several aortic pathologies are associated with significant changes in the composition of the matrix, especially in the content, quality and type of aortic structural proteins, collagen and elastin. The purpose of this study was to develop an infrared spectroscopic methodology that is comparable to biochemical assays to quantify collagen and elastin in aorta. Enzymatically degraded porcine aorta samples were used as a model of ECM degradation in abdominal aortic aneurysm (AAA). After enzymatic treatment, Fourier transform infrared (FTIR) spectra of the aortic tissue were acquired by an infrared fiber optic probe (IFOP) and FTIR imaging spectroscopy (FT-IRIS). Collagen and elastin content were quantified biochemically and partial least squares (PLS) models were developed to predict collagen and elastin content in aorta based on FTIR spectra. PLS models developed from FT-IRIS spectra were able to predict elastin and collagen content of the samples with strong correlations (RMSE of validation = 8.4% and 11.1% of the range respectively), and IFOP spectra were successfully used to predict elastin content (RMSE - 11.3% of the range). The PLS regression coefficients from the FT-IRIS models were used to map collagen and elastin in tissue sections of degraded porcine aortic tissue as well as a human AAA biopsy tissue, creating a similar map of each component compared to histology. These results support further application of FTIR spectroscopic techniques for evaluation of AAA tissues.
引用
收藏
页码:3039 / 3047
页数:9
相关论文
共 59 条
[1]   Abdominal aortic aneurysm and abdominal wall hernia as manifestations of a connective tissue disorder [J].
Antoniou, George A. ;
Georgiadis, George S. ;
Antoniou, Stavros A. ;
Granderath, Frank A. ;
Giannoukas, Athanasios D. ;
Lazarides, Miltos K. .
JOURNAL OF VASCULAR SURGERY, 2011, 54 (04) :1175-1181
[2]   The infrared absorption of amino acid side chains [J].
Barth, A .
PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 2000, 74 (3-5) :141-173
[3]   RMieS-EMSC correction for infrared spectra of biological cells: Extension using full Mie theory and GPU computing [J].
Bassan, Paul ;
Kohler, Achim ;
Martens, Harald ;
Lee, Joe ;
Jackson, Edward ;
Lockyer, Nicholas ;
Dumas, Paul ;
Brown, Michael ;
Clarke, Noel ;
Gardner, Peter .
JOURNAL OF BIOPHOTONICS, 2010, 3 (8-9) :609-620
[4]   Detection of pathological aortic tissues by infrared multispectral imaging and chemometrics [J].
Bonnier, F. ;
Bertrand, D. ;
Rubin, S. ;
Venteo, L. ;
Pluot, M. ;
Baehrel, B. ;
Manfait, M. ;
Sockalingum, G. D. .
ANALYST, 2008, 133 (06) :784-790
[5]   In-vitro analysis of normal and aneurismal human ascending aortic tissues using FT-IR micro spectroscopy [J].
Bonnier, F. ;
Rubin, S. ;
Venteo, L. ;
Krishna, C. M. ;
Pluot, M. ;
Baehrel, B. ;
Manfait, M. ;
Sockalingum, G. D. .
BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES, 2006, 1758 (07) :968-973
[6]   FTIR protein secondary structure analysis of human ascending aortic tissues [J].
Bonnier, Franck ;
Rubin, Sylvain ;
Debelle, Laurent ;
Venteo, Lydie ;
Pluot, Michel ;
Baehrel, Bernard ;
Manfait, Michel ;
Sockalingum, Ganesh D. .
JOURNAL OF BIOPHOTONICS, 2008, 1 (03) :204-214
[7]   FT-IR imaging of native and tissue-engineered bone and cartilage [J].
Boskey, Adele ;
Camacho, Nancy Pleshko .
BIOMATERIALS, 2007, 28 (15) :2465-2478
[8]   Collagen remodeling in the extracellular matrix of the cardiomyopathic Syrian hamster heart as assessed by FTIR attenuated total reflectance spectroscopy [J].
Bromberg, PS ;
Gough, KM ;
Dixon, IMC .
CANADIAN JOURNAL OF CHEMISTRY-REVUE CANADIENNE DE CHIMIE, 1999, 77 (11) :1843-1855
[9]   ELASTIN DEGRADATION IN ABDOMINAL AORTIC-ANEURYSMS [J].
CAMPA, JS ;
GREENHALGH, RM ;
POWELL, JT .
ATHEROSCLEROSIS, 1987, 65 (1-2) :13-21
[10]   NEAR-IR IMAGING OF ATHEROMAS IN LIVING ARTERIAL TISSUE [J].
CASSIS, LA ;
LODDER, RA .
ANALYTICAL CHEMISTRY, 1993, 65 (09) :1247-1256