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Tissue and Cell
journal homepage: www.elsevier.com/locate/tice
Unusual shape and structure of lymphocyte nuclei is linked to
hyperglycemia in type 2 diabetes patients
T. Martinovic
a
, D. Ciric
a
, I. Pantic
b,c
, K. Lalic
d
, I. Rasulic
e
, S. Despotovic
a
, I. Lalic
a
, D. Djuricic
f
,
V. Bumbasirevic
a
, T. Kravic-Stevovic
a,
⁎
a
Institute of Histology and Embryology, School of Medicine, University of Belgrade, Visegradska 26, Belgrade, Serbia
b
Institute of Medical Physiology, Laboratory for Cellular Physiology, School of Medicine, University of Belgrade, Visegradska 26, Belgrade, Serbia
c
University of Haifa, 199 Abba Hushi Blvd. Mount Carmel, Haifa IL-3498838, Israel
d
Clinic for Endocrinology, Diabetes and Metabolic Disease, Clinical Center of Serbia, School of Medicine, University of Belgrade, Doktora Subotica 13, Belgrade, Serbia
e
Clinic for Endocrinology, Diabetes and Metabolic Disease, Clinical Center of Serbia, Doktora Subotica 13, Belgrade, Serbia
f
Health Center “Savski Venac”, Pasterova 1, Belgrade, Serbia
ARTICLE INFO
Keywords:
Fractal analysis
Nucleus
Diabetes
Glucose
Lymphocyte
Electron microscopy
ABSTRACT
Type 2 diabetes is an endocrine disorder characterized with hyperglycemia, hyperinsulinemia and insulin re-
sistance. Morphological changes in cell nuclei in diabetes were recently detected. The aim of this study was to
compare electron microscopic features of lymphocyte nuclei in type 2 diabetes and healthy individuals using
conventional computer assisted methods, fractal analysis and gray level co-occurrence matrix (GLCM) analysis of
nuclear chromatin. Mononuclear cells taken from the peripheral blood of newly diagnosed type 2 diabetes
patients, metformin treated type 2 diabetes patients and healthy individuals were analyzed with transmission
electron microscope. Irregular nuclear contours and lower amount of heterochromatin in lymphocytes were
detected with conventional computer assisted methods in type 2 diabetes. Fractal analysis of chromatin struc-
tures and GLCM angular second moment (ASM) analysis detected differences in nuclear structure between
metformin treated type 2 diabetes and two other groups. Irregularities in lymphocyte nuclei correlated with
blood glucose, but not with cholesterol and triglyceride levels. Decrease in fractal dimension, indicating lower
level of complexity, increase in GLCM ASM, indicating higher texture uniformity, and higher amount of eu-
chromatin that we found in metformin treated type 2 diabetes could be indicators of higher transcriptional
activity in these cells.
1. Introduction
Diabetes is a common endocrine-metabolic disorder (World Health
Organization, 2014). One of the main hallmarks in diabetes is hy-
perglycemia, accompanied with disturbances in the metabolism of
carbohydrate, fat, and proteins due to the absolute or relative insulin
deficiency (World Health Organization, 2014). The general categories
of diabetes are type 1 (previously known as insulin-dependent diabetes)
and type 2 (previously known as non-insulin-dependent diabetes) dia-
betes (Kasper et al., 2017). Autoimmunity is a well-known pathogenic
component in type 1 diabetes (Clark et al., 2017) and recent findings of
circulating autoantibodies against beta cells in type 2 diabetes
(Subauste et al., 2014; Irvine et al., 1977), as well as the self-reactive T
cells (Brooks-Worrell et al., 2011) led to the assumption that the pa-
thogenesis of type 2 diabetes also includes autoimmune aspects.
Metformin is an oral drug used in type 2 diabetes to treat high blood
glucose levels (Qaseem et al., 2017). The mechanisms of action of
metformin are diverse (He and Wondisford, 2015). Metformin activates
5′ AMP-activated protein kinase (AMPK) through the inhibition of the
respiratory chain complex I (Viollet and Foretz, 2013; Owen et al.,
2000). On the other hand, there are also many effects that metformin
has on cell metabolism that are not mediated by AMPK, such as control
of main metabolic pathways in T cells, and consequently control of T
cell growth and proliferation (Miller et al., 2013; Ben Sahra et al., 2011;
Foretz et al., 2010).
Irregularities in nuclear morphology were first published in recent
exfoliative cytology studies of oral mucosa cells in patients with type 1
and type 2 diabetes (Oz et al., 2014; Hallikerimath et al., 2011). Au-
thors of these publications indicated that diabetes could produce mor-
phological changes like binucleation and nuclear membrane irregula-
rities in the nuclei of exfoliated buccal epithelial cells (Oz et al., 2014;
Hallikerimath et al., 2011). Unusual appearance of nuclei, with deep
https://doi.org/10.1016/j.tice.2018.04.005
Received 2 March 2018; Received in revised form 16 April 2018; Accepted 23 April 2018
⁎
Corresponding author.
E-mail address: tamara.kravic-stevovic@med.bg.ac.rs (T. Kravic-Stevovic).
Tissue and Cell 52 (2018) 92–100
Available online 24 April 2018
0040-8166/ © 2018 Elsevier Ltd. All rights reserved.
T