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2017 | OriginalPaper | Buchkapitel

Three-Dimensional Quantification of Myocardial Collagen Morphology from Confocal Images

verfasst von : Abdallah I. Hasaballa, Gregory B. Sands, Alexander J. Wilson, Alistair A. Young, Vicky Y. Wang, Ian J. LeGrice, Martyn P. Nash

Erschienen in: Functional Imaging and Modelling of the Heart

Verlag: Springer International Publishing

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Abstract

The mechanical properties of myocardial tissue are primarily determined by the organisation of the collagen network. Quantitative measurements of collagen morphology can help to understand the structure-function relationship in cardiac tissue. In this study, we segmented collagen from high-resolution three-dimensional (3D) images of the left ventricle (LV) mid-wall myocardium obtained using extended-volume confocal microscopy. 3D shape analysis was used to compute the morphological parameters elongation (e), flatness (f), and anisotropy (a). We applied this analysis to both control and hypertensive rat hearts and showed distinct differences between the control and remodelled hearts, particularly in collagen elongation. The predominant form of collagen in the control rat is elongated with a value of e = 0.846 ± 0.041, whereas in the hypertensive rat collagen, is arranged mostly in a sheet-like form with e = 0.301 ± 0.023. Such quantitative information can be used to develop microstructural models of the myocardium that link the observed changes in cardiac microstructure to changes in mechanical function during the progression of heart diseases, which will help to elucidate the underlying pathological mechanisms.

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Fußnoten
1
The MathWorks, Inc., Natick, Massachusetts, United States.
 
Literatur
1.
Zurück zum Zitat Weber, K.T., Sun, Y., Tyagi, S.C., Cleutjens, J.P.: Collagen network of the myocardium: function, structural remodeling and regulatory mechanisms. J. Mol. Cell. Cardiol. 26, 279–292 (1994)CrossRef Weber, K.T., Sun, Y., Tyagi, S.C., Cleutjens, J.P.: Collagen network of the myocardium: function, structural remodeling and regulatory mechanisms. J. Mol. Cell. Cardiol. 26, 279–292 (1994)CrossRef
2.
Zurück zum Zitat Berk, B.C., Fujiwara, K., Lehoux, S.: ECM remodeling in hypertensive heart disease. J. Clin. Invest. 117, 568–575 (2007)CrossRef Berk, B.C., Fujiwara, K., Lehoux, S.: ECM remodeling in hypertensive heart disease. J. Clin. Invest. 117, 568–575 (2007)CrossRef
3.
Zurück zum Zitat Omens, J.H., Miller, T.R., Covell, J.W.: Relationship between passive tissue strain and collagen uncoiling during healing of infarcted myocardium. Cardiovasc. Res. 33, 351–358 (1997)CrossRef Omens, J.H., Miller, T.R., Covell, J.W.: Relationship between passive tissue strain and collagen uncoiling during healing of infarcted myocardium. Cardiovasc. Res. 33, 351–358 (1997)CrossRef
4.
Zurück zum Zitat Kato, S., Spinale, F.G., Tanaka, R., Johnson, W., Cooper, G., Zile, M.R.: Inhibition of collagen cross-linking: effects on fibrillar collagen and ventricular diastolic function. Am. J. Physiol. Heart Circulatory Physiol. 269, H863–H868 (1995) Kato, S., Spinale, F.G., Tanaka, R., Johnson, W., Cooper, G., Zile, M.R.: Inhibition of collagen cross-linking: effects on fibrillar collagen and ventricular diastolic function. Am. J. Physiol. Heart Circulatory Physiol. 269, H863–H868 (1995)
5.
Zurück zum Zitat Brilla, C.G., Janicki, J., Weber, K.: Cardioreparative effects of lisinopril in rats with genetic hypertension and left ventricular hypertrophy. Circulation 83, 1771–1779 (1991)CrossRef Brilla, C.G., Janicki, J., Weber, K.: Cardioreparative effects of lisinopril in rats with genetic hypertension and left ventricular hypertrophy. Circulation 83, 1771–1779 (1991)CrossRef
6.
Zurück zum Zitat LeGrice, I.J., Pope, A.J., Sands, G.B., Whalley, G., Doughty, R.N., Smaill, B.H.: Progression of myocardial remodeling and mechanical dysfunction in the spontaneously hypertensive rat. Am. J. Physiol. Heart Circulatory Physiol. 303, H1353–H1365 (2012)CrossRef LeGrice, I.J., Pope, A.J., Sands, G.B., Whalley, G., Doughty, R.N., Smaill, B.H.: Progression of myocardial remodeling and mechanical dysfunction in the spontaneously hypertensive rat. Am. J. Physiol. Heart Circulatory Physiol. 303, H1353–H1365 (2012)CrossRef
7.
Zurück zum Zitat Sands, G.B., Gerneke, D.A., Hooks, D.A., Green, C.R., Smaill, B.H., LeGrice, I.J.: Automated imaging of extended tissue volumes using confocal microscopy. Microsc. Res. Tech. 67, 227–239 (2005)CrossRef Sands, G.B., Gerneke, D.A., Hooks, D.A., Green, C.R., Smaill, B.H., LeGrice, I.J.: Automated imaging of extended tissue volumes using confocal microscopy. Microsc. Res. Tech. 67, 227–239 (2005)CrossRef
8.
Zurück zum Zitat Young, A., LeGrice, I., Young, M., Smaill, B.: Extended confocal microscopy of myocardial laminae and collagen network. J. Microsc. 192, 139–150 (1998)CrossRef Young, A., LeGrice, I., Young, M., Smaill, B.: Extended confocal microscopy of myocardial laminae and collagen network. J. Microsc. 192, 139–150 (1998)CrossRef
9.
Zurück zum Zitat Weickert, J., Romeny, B.T.H., Viergever, M.A.: Efficient and reliable schemes for nonlinear diffusion filtering. IEEE Trans. Image Process. 7, 398–410 (1998)CrossRef Weickert, J., Romeny, B.T.H., Viergever, M.A.: Efficient and reliable schemes for nonlinear diffusion filtering. IEEE Trans. Image Process. 7, 398–410 (1998)CrossRef
10.
Zurück zum Zitat Kapur, J.N., Sahoo, P.K., Wong, A.K.: A new method for gray-level picture thresholding using the entropy of the histogram. Comput. Vision Graph. Image Process. 29, 273–285 (1985)CrossRef Kapur, J.N., Sahoo, P.K., Wong, A.K.: A new method for gray-level picture thresholding using the entropy of the histogram. Comput. Vision Graph. Image Process. 29, 273–285 (1985)CrossRef
11.
Zurück zum Zitat Rangayyan, R.M.: Biomedical Image Analysis. CRC Press, Boca Raton (2004)CrossRef Rangayyan, R.M.: Biomedical Image Analysis. CRC Press, Boca Raton (2004)CrossRef
12.
Zurück zum Zitat Loncaric, S.: A survey of shape analysis techniques. Pattern Recogn. 31, 983–1001 (1998)CrossRef Loncaric, S.: A survey of shape analysis techniques. Pattern Recogn. 31, 983–1001 (1998)CrossRef
13.
Zurück zum Zitat Flusser, J., Zitova, B., Suk, T.: Moments and Moment Invariants in Pattern Recognition. Wiley, Hoboken (2009)CrossRefMATH Flusser, J., Zitova, B., Suk, T.: Moments and Moment Invariants in Pattern Recognition. Wiley, Hoboken (2009)CrossRefMATH
14.
Zurück zum Zitat El Moumen, A., Kanit, T., Imad, A., El Minor, H.: Effect of reinforcement shape on physical properties and representative volume element of particles-reinforced composites: Statistical and numerical approaches. Mech. Mater. 83, 1–16 (2015)CrossRef El Moumen, A., Kanit, T., Imad, A., El Minor, H.: Effect of reinforcement shape on physical properties and representative volume element of particles-reinforced composites: Statistical and numerical approaches. Mech. Mater. 83, 1–16 (2015)CrossRef
15.
Zurück zum Zitat Pope, A.J., Sands, G.B., Smaill, B.H., LeGrice, I.J.: Three-dimensional transmural organization of perimysial collagen in the heart. Am. J. Physiol. Heart Circulatory Physiol. 295, H1243–H1252 (2008)CrossRef Pope, A.J., Sands, G.B., Smaill, B.H., LeGrice, I.J.: Three-dimensional transmural organization of perimysial collagen in the heart. Am. J. Physiol. Heart Circulatory Physiol. 295, H1243–H1252 (2008)CrossRef
Metadaten
Titel
Three-Dimensional Quantification of Myocardial Collagen Morphology from Confocal Images
verfasst von
Abdallah I. Hasaballa
Gregory B. Sands
Alexander J. Wilson
Alistair A. Young
Vicky Y. Wang
Ian J. LeGrice
Martyn P. Nash
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-59448-4_1