Hostname: page-component-cd9895bd7-dzt6s Total loading time: 0 Render date: 2024-12-27T14:06:48.617Z Has data issue: false hasContentIssue false

The Effects of Betaine on the Nuclear Fractal Dimension, Chromatin Texture, and Proliferative Activity in Hepatocytes in Mouse Model of Nonalcoholic Fatty Liver Disease

Published online by Cambridge University Press:  19 January 2018

Milena Vesković
Affiliation:
Institute of Pathophysiology, Ljubodrag Buba Mihailović, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
Milica Labudović-Borović
Affiliation:
Institute of Histology and Embryology, Aleksandar Đ. Kostić, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
Ivan Zaletel
Affiliation:
Institute of Histology and Embryology, Aleksandar Đ. Kostić, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
Jelena Rakočević
Affiliation:
Institute of Histology and Embryology, Aleksandar Đ. Kostić, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
Dušan Mladenović
Affiliation:
Institute of Pathophysiology, Ljubodrag Buba Mihailović, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
Bojan Jorgačević
Affiliation:
Institute of Pathophysiology, Ljubodrag Buba Mihailović, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
Danijela Vučević
Affiliation:
Institute of Pathophysiology, Ljubodrag Buba Mihailović, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
Tatjana Radosavljević*
Affiliation:
Institute of Pathophysiology, Ljubodrag Buba Mihailović, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
*
*Author for correspondence: Tatjana Radosavljević, E-mail: tatjana.radosavljevic@med.bg.ac.rs
Get access

Abstract

The effects of betaine on hepatocytes chromatin architecture changes were examined by using fractal and gray-level co-occurrence matrix (GLCM) analysis in methionine/choline-deficient (MCD) diet-induced, nonalcoholic fatty liver disease (NAFLD). Male C57BL/6 mice were divided into groups: (1) Control: standard diet; (2) BET: standard diet and betaine supplementation through drinking water (solution 1.5%); (3) MCD group: MCD diet for 6 weeks; (4) MCD+BET: fed with MCD diet + betaine for 6 weeks. Liver tissue was collected for histopathology, immunohistochemistry, and determination of fractal dimension and GLCM parameters. MCD diet induced diffuse micro- and macrovesicular steatosis accompanied with increased Ki67-positive hepatocyte nuclei. Steatosis and Ki67 immunopositivity were less prominent in the MCD+BET group compared with the MCD group. Angular second moment (ASM) and inverse difference moment (IDM) (textural homogeneity markers) were significantly increased in the MCD+BET group versus the MCD group (p<0.001), even though no difference between the MCD and the control group was evident. Heterogeneity parameters, contrast, and correlation were significantly increased in the MCD group versus the control (p<0.001). On the other hand, betaine treatment significantly reduced correlation, contrast, and entropy compared with the MCD group (p<0.001). Betaine attenuated MCD diet-induced NAFLD by reducing fat accumulation and inhibiting hepatocyte proliferation. Betaine supplementation increased nuclear homogeneity and chromatin complexity with reduction of entropy, contrast, and correlation.

Type
Biological Science Applications
Copyright
© Microscopy Society of America 2018 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

Cite this article: Vesković M, et al. (2018). The Effects of Betaine on the Nuclear Fractal Dimension, Chromatin Texture, and Proliferative Activity in Hepatocytes in Mouse Model of Nonalcoholic Fatty Liver Disease. Microscopy and Microanalysis. doi: 10.1017/S1431927617012806

References

Abdelmalek, MF, Angulo, P, Jorgensen, RA, Sylvestre, PB and Lindor, KD (2001) Betaine, a promising new agent for patients with nonalcoholic steatohepatitis: results of a pilot study. Am J Gastroenterol 96, 27112717.Google Scholar
Alvarenga, AV, Pereira, WCA, Infantosi, AFC and Azevedo, CM (2007) Complexity curve and grey level co-occurrence matrix in the texture evaluation of breast tumor on ultrasound images. Med Phys 34, 379387.CrossRefGoogle ScholarPubMed
Arruda, PFF, de Gatti, M, Junior, FNF, Arruda, JGF, de Moreira, RD, Murta, LO, Arruda, LF de and Godoy, MF de (2013) Quantification of fractal dimension and Shannon’s entropy in histological diagnosis of prostate cancer. BMC Clin Pathol 2, 16.Google Scholar
Brunt, EM and Tiniakos, DG (2010) Histopathology of nonalcoholic fatty liver disease. World J Gastroenterol 16, 52865296.Google Scholar
Bugianesi, E, Moscatiello, S, Ciaravella, MF and Marchesini, G (2010) Insulin resistance in nonalcoholic fatty liver disease. Curr Pharm Design 16, 19411951.Google Scholar
Buzzetti, E, Pinzani, M and Tsochatzis, EA (2016) The multiple-hit pathogenesis of non-alcoholic fatty liver disease (NAFLD). Metabolism 65, 10381048.CrossRefGoogle ScholarPubMed
Dey, P and Banik, T (2012) Fractal dimension of chromatin texture of squamous intraepithelial lesions of cervix. Davidson B (Ed.). Diagn Cytopathol 40, 152154.CrossRefGoogle Scholar
Haralick, R, Shanmugan, K and Dinstein, I (1973) Textural features for image classification. IEEE Trans Sys Man Cybern 3, 610621.Google Scholar
Hashimoto, E, Taniai, M and Tokushige, K (2013) Characteristics and diagnosis of NAFLD/NASH. J Gastroenterol Hepatol 28, 6470.Google Scholar
Hod, P, Ramya, M, Pandey, S and Chinnabhandar, V (2017) Evaluation performance of GLCM and pixel intensity matrix for liver cirrhosis. Int J Adv Netw Appl 8, 7274.Google Scholar
Kathirvel, E, Morgan, K, Nandgiri, G, Sandoval, BC, Caudill, MA, Bottiglieri, T, French, SW and Morgan, TR (2010) Betaine improves nonalcoholic fatty liver and associated hepatic insulin resistance: a potential mechanism for hepatoprotection by betaine. Am J Physiol Gastrointest Liver Physiol 299, G1068G1077.CrossRefGoogle ScholarPubMed
Kirpich, IA, Marsano, LS and McClain, CJ (2015) Gut-liver axis, nutrition, and non-alcoholic fatty liver disease. Clin Biochem 48, 923930.CrossRefGoogle ScholarPubMed
Kleiner, DE, Brunt, EM, Van Natta, M, Behling, C, Contos, MJ, Cummings, OW, Ferrell, LD, Liu, YC, Torbenson, MS, Unalp-Arida, A, Yeh, M, McCullough, AJ and Sanyal, AJ (2005) Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology 41, 13131321.Google Scholar
Kwon, D, Jung, Y and Kim, S (2009) Impaired sulfur-amino acid metabolism and oxidative stress in nonalcoholic fatty liver are alleviated by betaine supplementation in rats. J Nutr 139, 6368.Google Scholar
Lanthier, N, Rubbia-Brandt, L, Lin-Marq, N, Clément, S, Frossard, J.-L, Goossens, N, Hadengue, A and Spahr, L (2015) Hepatic cell proliferation plays a pivotal role in the prognosis of alcoholic hepatitis. J Hepatol 63, 609621.Google Scholar
Leung, A, Trac, C, Du, J, Natarajan, R and Schones, DE (2016) Persistent chromatin modifications induced by high fat diet. J Biol Chem 291, 1044610455.Google Scholar
Loizou, CP, Petroudi, S, Seimenis, I, Pantziaris, M and Pattichis, CS (2015) Quantitative texture analysis of brain white matter lesions derived from T2-weighted MR images in MS patients with clinically isolated syndrome. J Neuroradiol 42, 99114.Google Scholar
Marcolin, É, Forgiarini, LF, Tieppo, J, Dias, AS, Antonio, L, Freitas, R. De and Marroni, NP (2011) Methionine- and choline-deficient diet induces hepatic changes characteristic of non-alcoholic steatohepatitis. Arq Gastroenterol 48, 7279.Google Scholar
Moreira, RD, Moriel, AR, Murta Junior, LO, Neves, LA and Godoy, MF.de (2011) Dimensão fractal na quantificação do grau de rejeição celular miocárdica pós-transplante cardíaco. Rev Bras Cir Cardiovasc 26, 155163.Google Scholar
Nielsen, B, Albregtsen, F and Danielsen, HE (1999) The use of fractal features from the periphery of cell nuclei as a classification tool. Anal Cell Pathol 19, 2137.CrossRefGoogle ScholarPubMed
Pantic, I, Dacic, S, Brkic, P, Lavrnja, I, Jovanovic, T, Pantic, S and Pekovic, S (2015) Discriminatory ability of fractal and grey level co-occurrence matrix methods in structural analysis of hippocampus layers. J Theor Biol 370, 151156.Google Scholar
Pantic, I, Nesic, Z, Paunovic Pantic, J, Radojevic-skodric, S, Cetkovic, M and Basta Jovanovic, G (2016) Fractal analysis and gray level co-occurrence matrix method for evaluation of reperfusion injury in kidney medulla. J Theor Biol 397, 6167.Google Scholar
Pantic, I, Petrovic, D, Paunovic, J, Vucevic, D, Radosavljevic, T and Pantic, S (2016) Age-related reduction of chromatin fractal dimension in toluidine blue – stained hepatocytes. Mech Ageing Dev 157, 3034.Google Scholar
Rastogi, A, Bihari, C, Maiwall, R, Ahuja, A, Sharma, MK, Kumar, A and Sarin, SK (2012) Hepatic stellate cells are involved in the pathogenesis of acute-on-chronic liver failure (ACLF). Virchows Arch 461, 393398.CrossRefGoogle ScholarPubMed
Silva, DA, Basso, GG, Semenzim, VL, Godoy, MF, Taboga, SR, Andrade, AL, Luvizotto, MCR, Braile, DM and Nery, JG (2013) Fractal dimension and Shannon’s entropy analyses of the architectural complexity caused by the inflammatory reactions induced by highly crystalline polyvinyl alcohol) microspheres implanted in subcutaneous tissues of the Wistar rats. J Biomed Mater Res A 101 A, 326339.Google Scholar
Stanković, MN, Mladenović, DR, Đuričić, I, Šobajić, SS, Timić, J, Jorgačević, B, Aleksić, V, Vučević, DB, Ješić-Vukićević, R and Radosavljević, TS (2014) Time-dependent changes and association between liver free fatty acids, serum lipid profile and histological features in mice model of nonalcoholic fatty liver disease. Arch Med Res 45, 116124.CrossRefGoogle ScholarPubMed
Varatharajalu, R, Garige, M, Leckey, LC, Gong, M and Lakshman, MR (2010) Betaine protects chronic alcohol and omega-3 PUFA-mediated down-regulations of PON1 gene, serum PON1 and homocysteine thiolactonase activities with restoration of liver GSH. Alcohol Clin Exp Res 34, 424431.Google Scholar
Walker, RF, Jackway, P, Longstaff, ID (1995) Improving Co-Occurrence Matrix Feature Discrimination. In Proceedings of the 3rd Conference on Digital Image Computing: Techniques and Applications, Brisbane, Australia, pp. 643–648.Google Scholar
Wang, Z, Yao, T, Pini, M, Zhou, Z, Fantuzzi, G and Song, Z (2010) Betaine improved adipose tissue function in mice fed a high-fat diet: A mechanism for hepatoprotective effect of betaine in nonalcoholic fatty liver disease. Am J Physiol Gastrointest Liver Physiol 298, G634G642.Google Scholar
Yang, Z, Wang, X, Wen, J, Ye, Z, Li, Q, He, M, Lu, B, Ling, C, Wu, S and Hu, R (2011) Prevalence of non-alcoholic fatty liver disease and its relation to hypoadiponectinaemia in the middle-aged and elderly Chinese population. Arch Med Sci 7, 665672.Google Scholar
Yogesan, K, Schulerud, H, Albregtsen, F and Danielsen, HE (1998) Ultrastructural texture analysis as a diagnostic tool in mouse liver carcinogenesis. Ultrastruct Pathol 22, 2737.Google Scholar