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1.
Eur Biophys J ; 52(8): 661-671, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37542583

RESUMO

The kinetics of an ion channel are classically understood as a random process. However, studies have shown that in complex ion channels, formed by multiple subunits, this process can be deterministic, presenting long-term memory. Staphylococcus aureus α-hemolysin (α-HL) is a toxin that acts as the major factor in Staphylococcus aureus virulence. α-HL is a water-soluble protein capable of forming ion channels into lipid bilayers, by insertion of an amphipathic  ß-barrel. Here, the α-HL was used as an experimental model to study memory in ion channel kinetics. We applied the approximate entropy (ApEn) approach to analyze randomness and the Detrended Fluctuation Analysis (DFA) to investigate the existence of long memory in α-HL channel kinetics. Single-channel currents were measured through experiments with α-HL channels incorporated in planar lipid bilayers. All experiments were carried out under the following conditions: 1 M NaCl solution, pH 4.5; transmembrane potential of + 40 mV and temperature 25 ± 1 °C. Single-channel currents were recorded in real-time in the memory of a microcomputer coupled to an A/D converter and a patch-clamp amplifier. The conductance value of the α-HL channels was 0.82 ± 0.0025 nS (n = 128). The DFA analysis showed that the kinetics of α-HL channels presents long-term memory ([Formula: see text] = 0.63 ± 0.04). The ApEn outcomes showed low complexity to dwell times when open (ApEno = 0.5514 ± 0.28) and closed (ApEnc = 0.1145 ± 0.08), corroborating the results of the DFA method.


Assuntos
Proteínas Hemolisinas , Canais Iônicos , Bicamadas Lipídicas , Proteínas Hemolisinas/metabolismo , Canais Iônicos/metabolismo , Cinética , Staphylococcus aureus
2.
Acta Biotheor ; 69(4): 697-722, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34043104

RESUMO

Ion channels are transport proteins present in the lipid bilayers of biological membranes. They are involved in many physiological processes, such as the generation of nerve impulses, hormonal secretion, and heartbeat. Conformational changes in the ion channel-forming protein allow the opening or closing of pores to control the ionic flux through the cell membranes. The opening and closing of the ion channel have been classically treated as a random kinetic process, known as a Markov process. Here the time the channel remains in a given state is assumed to be independent of the condition it had in the previous state. More recently, however, several studies have shown that this process is not random but a deterministic one, where both the open and closed dwell-times and the ionic current flowing through the channel are history-dependent. This property is called long memory or long-range correlation. However, there is still much controversy regarding how this memory originates, which region of the channel is responsible for this property, and which models could best reproduce the memory effect. In this article, we provide a review of what is, where it is, its possible origin, and the mathematical methods used to analyze the long-term memory present in the kinetic process of ion channels.


Assuntos
Canais Iônicos , Modelos Biológicos , Canais Iônicos/metabolismo , Cinética , Cadeias de Markov
3.
J Sports Med Phys Fitness ; 54(5): 588-94, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25270779

RESUMO

BACKGROUND: The aim of the present study was to verify whether aerobic fitness and ability to perform repeated high-intensity efforts influence the internal training load (ITL), which consists of the actual stress imposed in the athletes' organisms, in professional futsal players. METHODS: Twelve high-level futsal players (age: 26.3±4.9 years, body mass: 73.5±7.5 kg) participated in the study. The investigated athletes took part in a 5-week pre-season period. The ITL was quantified by means of the session-Rating of Perceived Exertion method. The athletes performed the Yo-yo Intermittent Recovery Test level 2 (YYIR2) in order to assess the ability to perform repeated high-intensity actions, and the multistage shuttle-run test (MSRT) in order to evaluate aerobic fitness, before (T0) and after (T1) the pre-season period. Maximal oxygen uptake (VO2max.), oxygen uptake at Respiratory compensation point (VO2-RCP) and maximal aerobic speed (MAS) obtained in MSRT were retained for analyses. RESULTS: The results from Pearson's correlation test showed significant and a very large correlation between ITL and YYIR2 performance (r=-0.75). Moreover, a significant and large correlation between ITL and VO2max. (r=-0.62), ITL and MAS (r=-0.67), and ITL and VO2-RCP (r=-0.58) were also observed. CONCLUSION: It can be concluded that aerobic fitness and ability to perform repeated high-intensity actions may influence ITL responses in professional futsal players.


Assuntos
Educação Física e Treinamento , Aptidão Física/fisiologia , Treinamento Resistido , Futebol/fisiologia , Adulto , Humanos , Masculino , Consumo de Oxigênio/fisiologia , Respiração , Adulto Jovem
4.
Biochem Biophys Rep ; 26: 100992, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-33898765

RESUMO

This study aimed to assess the effect of supplementation with omega-3 in Wistar rats exposed to ionizing radiation in a dose of 18 Gy on the cortical electrical activity, using mathematical methods such as the power spectrum (PS) and the detrended fluctuation analysis (DFA) in the evaluation of the electrocorticogram (ECoG) record. The PS analysis showed that in non-irradiated animals but supplemented with omega-3 there was a decrease in the power of the beta rhythm, while the DFA applied to different frequency ranges of the ECoG showed a significant increase in the long-range correlation only for the theta wave when compared with non-supplemented animals. In the evaluation of the radiation effect through the PS, an increase in the power of the theta rhythm was observed in both groups (non-supplemented and supplemented animals) only when they were evaluated one week after irradiation. The DFA method also showed difference in this wave. The PS and DFA methods applied to the ECoG record allowed a quantitative analysis of the cortical electrical activity in rats in response to the omega-3 effects, ionizing radiation, or both.

5.
Braz J Med Biol Res ; 53(8): e9268, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32578717

RESUMO

Leptospirosis is a zoonotic disease caused by bacteria of the genus Leptospira, which can cause lipid changes in the erythrocyte membrane. Optical tweezers were used to characterize rheological changes in erythrocytes from patients with leptospirosis in the late stage. Biochemical methods were also used for quantification of plasma lipid, erythrocyte membrane lipid, and evaluation of liver function. Our data showed that the mean elastic constant of erythrocytes from patients with leptospirosis was around 67% higher than the control (healthy individuals), indicating that patient's erythrocytes were less elastic. In individuals with leptospirosis, several alterations in relation to control were observed in the plasma lipids, however, in the erythrocyte membrane, only phosphatidylcholine showed a significant difference compared to control, increasing around 41%. With respect to the evaluation of liver function of individuals with leptospirosis, there was a significant increase in levels of alanine transaminase (154%) and aspartate transaminase (150%), whereas albumin was 43.8% lower than control (P<0.01). The lecithin-cholesterol acyltransferase fractional activity was 3.6 times lower in individuals with leptospirosis than in the healthy individuals (P<0.01). The decrease of the erythrocyte elasticity may be related to the changes of erythrocyte membrane phospholipids composition caused by disturbances that occur during human leptospirosis, with phosphatidylcholine being a strong candidate in the erythrocyte rheological changes.


Assuntos
Eritrócitos , Leptospirose , Membrana Eritrocítica , Humanos , Lipídeos de Membrana , Fosfolipídeos
6.
J Phys Condens Matter ; 18(37): 8589-601, 2006 Sep 20.
Artigo em Inglês | MEDLINE | ID: mdl-21690911

RESUMO

Electronic calculations were carried out for the dilute ordered alloys Ga(0.94) (TM)(0.06)N (TM = Y, Zr, Nb, Mo, Tc, Ru, Rh, Pd, and Ag) in the zinc-blende structure. The theoretical framework used was the density functional theory, using the local spin density approximation, as implemented in the full-potential linearized augmented plane wave method. We examine energy band structures, densities of states, charge distributions, and local magnetic moments and anticipate the properties of these promising systems for applications in spin electronic devices.

7.
Biochim Biophys Acta ; 1233(2): 105-10, 1995 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-7532434

RESUMO

The selectivity of the planar lipid bilayers modified by two channel-forming proteins (alpha-toxin S. aureus and colicin Ia) was examined. It was established that in all cases the value of zero current potential depended on the amount of open ion channels and increased with the number of channels (from one to about 5-7). These facts point out both the interactions among ion channels and their non stochastic distribution on the membrane surface.


Assuntos
Toxinas Bacterianas/química , Colicinas/química , Proteínas Hemolisinas/química , Canais Iônicos/química , Técnicas In Vitro , Ativação do Canal Iônico , Bicamadas Lipídicas , Potenciais da Membrana , Processos Estocásticos
8.
Biochim Biophys Acta ; 1329(1): 51-60, 1997 Oct 02.
Artigo em Inglês | MEDLINE | ID: mdl-9370244

RESUMO

This paper compares the functional properties of ion channels formed in planar lipid membranes by the wild and mutant Staphylococcus aureus alpha-toxin. It was shown that replacement of the amino acid Gly at position 130 by Cys in the primary structure of the toxin decreases the single-channel conductance with a concomitant decrease in the pH at which the channel becomes unable to discriminate between Cl- and K+ ions. The mutation also induced an increase in the asymmetry in the current-voltage relationship of the channel. The results of our experiments suggest that the trans-mouth of the channel is responsible for all the observed changes in channel properties. It was assumed that this entrance is built by the glycine-rich hinge portion of the toxin and is situated close to the surface of monolayer facing the trans-compartment.


Assuntos
Toxinas Bacterianas/química , Proteínas Hemolisinas/química , Canais Iônicos/metabolismo , Bicamadas Lipídicas/metabolismo , Staphylococcus aureus/química , Toxinas Bacterianas/genética , Toxinas Bacterianas/metabolismo , Condutividade Elétrica , Eletrofisiologia , Glucose/metabolismo , Proteínas Hemolisinas/genética , Proteínas Hemolisinas/metabolismo , Concentração de Íons de Hidrogênio , Potenciais da Membrana , Mutação , Tamanho da Partícula , Fosfatidilcolinas/metabolismo , Fosfolipídeos/metabolismo , Polietilenoglicóis/metabolismo , Sacarose/metabolismo
9.
Biochim Biophys Acta ; 1417(1): 167-82, 1999 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-10076045

RESUMO

The effects of heparin on ion channels formed by Staphylococcus aureus alpha-toxin (ST channel) in lipid bilayers were studied under voltage clamp conditions. Heparin concentrations as small as 100 pM induced a sharp dose-dependent increase in channel voltage sensitivity. This was only observed when heparin was added to the negative-potential side of lipid bilayers in the presence of divalent cations. Divalent cations differ in their efficiency: Zn2+>Ca2+>Mg2+. The apparent positive gating charge increased 2-3-fold with heparin addition as well as with acidification of the bathing solution. 'Free' carboxyl groups and carboxyl groups in ion pairs of the protein moiety are hypothesized to interact with sulfated groups of heparin through divalent cation bridges. The cis mouth of the channel (that protrudes beyond the membrane plane on the side of ST addition and to which voltage was applied) is less sensitive to heparin than the trans-mouth. It is suggested that charged residues which interact with heparin at the cis mouth of ST channels and which contribute to the effective gating charge at negative voltage may be physically different from those at the trans mouth and at positive voltage.


Assuntos
Toxinas Bacterianas/química , Heparina/farmacologia , Ativação do Canal Iônico/efeitos dos fármacos , Canais Iônicos/efeitos dos fármacos , Bicamadas Lipídicas/química , Cloreto de Cálcio/química , Cátions Bivalentes , Condutividade Elétrica , Heparina/química , Concentração de Íons de Hidrogênio , Canais Iônicos/química , Cloreto de Potássio/química , Staphylococcus aureus
10.
Braz J Med Biol Res ; 48(10): 915-22, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26445335

RESUMO

Understanding the effects of radiation and its possible influence on the nervous system are of great clinical interest. However, there have been few electrophysiological studies on brain activity after exposure to ionizing radiation (IR). A new methodological approach regarding the assessment of the possible effects of IR on brain activity is the use of linear and nonlinear mathematical methods in the analysis of complex time series, such as brain oscillations measured using the electrocorticogram (ECoG). The objective of this study was to use linear and nonlinear mathematical methods as biomarkers of gamma radiation regarding cortical electrical activity. Adult Wistar rats were divided into 3 groups: 1 control and 2 irradiated groups, evaluated at 24 h (IR24) and 90 days (IR90) after exposure to 18 Gy of gamma radiation from a cobalt-60 radiotherapy source. The ECoG was analyzed using power spectrum methods for the calculation of the power of delta, theta, alpha and beta rhythms and by means of the α-exponent of the detrended fluctuation analysis (DFA). Using both mathematical methods it was possible to identify changes in the ECoG, and to identify significant changes in the pattern of the recording at 24 h after irradiation. Some of these changes were persistent at 90 days after exposure to IR. In particular, the theta wave using the two methods showed higher sensitivity than other waves, suggesting that it is a possible biomarker of exposure to IR.


Assuntos
Córtex Cerebral/efeitos da radiação , Eletrocorticografia/métodos , Raios gama/efeitos adversos , Lesões por Radiação/diagnóstico , Radiação Ionizante , Animais , Biomarcadores , Encéfalo/efeitos da radiação , Modelos Lineares , Masculino , Dinâmica não Linear , Ratos Wistar , Estatísticas não Paramétricas , Tempo
11.
Braz. j. med. biol. res ; 53(8): e9268, 2020. tab, graf
Artigo em Inglês | LILACS, Coleciona SUS (Brasil) | ID: biblio-1132539

RESUMO

Leptospirosis is a zoonotic disease caused by bacteria of the genus Leptospira, which can cause lipid changes in the erythrocyte membrane. Optical tweezers were used to characterize rheological changes in erythrocytes from patients with leptospirosis in the late stage. Biochemical methods were also used for quantification of plasma lipid, erythrocyte membrane lipid, and evaluation of liver function. Our data showed that the mean elastic constant of erythrocytes from patients with leptospirosis was around 67% higher than the control (healthy individuals), indicating that patient's erythrocytes were less elastic. In individuals with leptospirosis, several alterations in relation to control were observed in the plasma lipids, however, in the erythrocyte membrane, only phosphatidylcholine showed a significant difference compared to control, increasing around 41%. With respect to the evaluation of liver function of individuals with leptospirosis, there was a significant increase in levels of alanine transaminase (154%) and aspartate transaminase (150%), whereas albumin was 43.8% lower than control (P<0.01). The lecithin-cholesterol acyltransferase fractional activity was 3.6 times lower in individuals with leptospirosis than in the healthy individuals (P<0.01). The decrease of the erythrocyte elasticity may be related to the changes of erythrocyte membrane phospholipids composition caused by disturbances that occur during human leptospirosis, with phosphatidylcholine being a strong candidate in the erythrocyte rheological changes.


Assuntos
Humanos , Eritrócitos , Leptospirose , Fosfolipídeos , Membrana Eritrocítica , Lipídeos de Membrana
12.
FEBS Lett ; 416(2): 187-9, 1997 Oct 20.
Artigo em Inglês | MEDLINE | ID: mdl-9369211

RESUMO

The mammalian porin channel (VDAC, porin-31BM) was reconstituted in planar lipid bilayers under voltage clamp conditions. The radii of both entrances of the channel were examined using a method that consisted in filling the channel with different non-electrolytes through its cis or trans entrances while recording single channel conductances. As a result it was found that the geometry of channels formed by porin-31BM could not be approximated by a perfectly cylindrical pore. In fact there is an asymmetry in the geometry of the channel: the diameters of the cis and trans entrances were estimated to be approximately 2 nm and approximately 4 nm respectively.


Assuntos
Proteínas de Membrana/química , Proteínas de Membrana/fisiologia , Porinas , Animais , Bovinos , Condutividade Elétrica , Eletrólitos , Canais Iônicos/química , Canais Iônicos/fisiologia , Bicamadas Lipídicas , Mamíferos , Proteínas de Membrana/isolamento & purificação , Modelos Estruturais , Músculo Esquelético/fisiologia , Técnicas de Patch-Clamp , Polietilenoglicóis , Conformação Proteica , Canais de Ânion Dependentes de Voltagem
13.
Braz J Med Biol Res ; 28(4): 491-6, 1995 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-8520548

RESUMO

Ion channels are protein molecules which can assume distinct open and closed conformational states. The transitions between these states can be controlled by the electrical field, ions and/or drugs. Records of unitary current events show that short open-time intervals are frequently adjacent to much longer closed-time intervals, and vice-versa, suggesting that the kinetic process has memory, i.e., the intervals are correlated in time. Here the rescaled range analysis (R/S Hurst analysis) is proposed as a method to test for correlation. Simulations were performed with a two-state Markovian model, which has no memory. The calculated Hurst coefficients (H) presented a mean +/- SD value of 0.493 +/- 0.025 (N = 100). For the Ca(2+)-activated K+ channels of Leydig cells, H was equal to 0.75, statistically different (1% level) from that calculated for the memoryless process. Randomly shuffling the experimental data resulted in an H = 0.55, not significantly different (1% level) from that found for the two-state Markovian model. For a linear three-state Markovian model, H was equal to 0.548 +/- 0.017 (N = 15), again not significantly different (1% level) from that of the memoryless process. Although the three-state Markovian model adequately describes the open- and closed-time distributions, it does not account for the correlation found in this Ca(2+)-activated K+ channel. Our results illustrate the efficacy of the R/S analysis in determining whether successive opening and closing events are correlated in time and can be of help in deciding which model should be used to describe the kinetics of ion channels.


Assuntos
Canais Iônicos/fisiologia , Animais , Humanos , Ativação do Canal Iônico , Cinética , Cadeias de Markov , Camundongos , Modelos Biológicos
14.
Braz J Med Biol Res ; 25(1): 75-9, 1992.
Artigo em Inglês | MEDLINE | ID: mdl-1284806

RESUMO

Antigen F1 is a protein of 17 kDa produced by Yersinia pestis when it is cultured at 37 degrees C. When incorporated into planar lipid bilayer membranes this protein induces fluctuations on membrane conductance typical of the formation of ionic channels. These fluctuations reveal two distinct unitary conductance sizes, one in the range of 800 to 1400 pS and the other in the range of 140 to 600 pS. Zero current potential measurements in the presence of a salt gradient show that the channel is not significantly ion selective. The reversal potential measured in the presence of 0.5 M KCl on the cis side and 0.1 M KCl on the trans side was 3.58 +/- 3.98 mV (N = 7). The non-selectivity of the channel, in addition to its large conductance, suggests that it forms large aqueous pores. The present results, taken together with other data showing that antigen F1 inhibits the activity of phagocytic cells, suggest that antigen F1 acts by forming aqueous pores in the membrane of these target cells.


Assuntos
Antígenos de Bactérias/metabolismo , Bicamadas Lipídicas/metabolismo , Yersinia pestis/imunologia , Antígenos de Bactérias/análise , Eletroforese em Gel de Poliacrilamida , Canais Iônicos , Peso Molecular , Temperatura
15.
Braz J Med Biol Res ; 28(6): 693-8, 1995 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-8547854

RESUMO

The effective size of colicin Ia channel was tested by a recently described method (FEMS, Microbiology and Immunology (1992). 105: 93-100) in which the nonelectrolyte molecules with different hydrodynamic diameters (0.52 to 5.0 nm) were used as molecular tools. We have shown that despite low conductance (55-105 pS at 1.5 M KCl, pH 7.0) the ion channels formed by colicin Ia have a fairly large water pore diameter equal to 1.66-1.88 nm. The results are discussed in terms of an energetic barrier for ions passing into the channel lumen.


Assuntos
Colicinas/farmacologia , Canais Iônicos/ultraestrutura , Bicamadas Lipídicas , Água
16.
Braz J Med Biol Res ; 29(12): 1691-7, 1996 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-9222434

RESUMO

Porin isolated from bovine skeletal muscle was reconstitute in planar lipid bilayers under voltage clamp conditions. A set of non-electrolytes were used as molecular probes for determining the pore diameter. The maximal diameter of the open channel was estimated to be 3.02 +/- 0.26 nm. As observed for other porin channels, a large transmembrane potential drove the channel into a "closed" state. The channel transition to the low conductance (closed) state was followed by a decrease in the maximal diameter of the channel to 2.4 +/- 0.08 nm.


Assuntos
Canais Iônicos/fisiologia , Bicamadas Lipídicas , Porinas/ultraestrutura , Animais , Técnicas In Vitro , Mamíferos , Tamanho da Partícula , Técnicas de Patch-Clamp
17.
Gen Physiol Biophys ; 17(4): 349-63, 1998 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-10191420

RESUMO

The possibility of obtaining information about the radius of high and low conductance states of channels in multichannel membranes was tested experimentally. In spite of the interference of non-electrolytes on the numbers of channels that appeared in the membrane, the non-electrolyte-exclusion method was successfully adapted to multichannel bilayers to estimate the radius of the larger opening of the low conductance state of the channel induced by Staphylococcus aureus alpha-toxin. At the pH used, the channel transition to a low conductance state was accompanied by a decrease of the opening radius from 1.3 +/- 0.2 nm to 0.9 +/- 0.1 nm. The determination criteria for maximum size of a channel opening when using the non-electrolyte exclusion method is discussed.


Assuntos
Canais Iônicos/fisiologia , Eletrólitos/metabolismo , Eletrofisiologia/métodos , Staphylococcus aureus , Fatores de Tempo , Fosfolipases Tipo C/metabolismo
18.
Biofizika ; 43(2): 299-303, 1998.
Artigo em Russo | MEDLINE | ID: mdl-9591104

RESUMO

The channel formed by colicin Ia in planar lipid bilayer was used to develop a method determining a diameter of each channel entrance. The method is based on measuring of a channel filling with nonelectrolytes through cis- and trans-entrance separately. To do this, one need to establish the two things only: the conductance of an ion channel and the conductivity of used solutions. Using the method to predict the internal geometry of a channel lumen is discussed.


Assuntos
Colicinas/química , Eletrofisiologia/métodos , Canais Iônicos/química , Bicamadas Lipídicas/química , Ativação do Canal Iônico , Canais Iônicos/fisiologia
19.
Braz. j. med. biol. res ; 48(10): 915-922, Oct. 2015. ilus
Artigo em Inglês | LILACS | ID: lil-761596

RESUMO

Understanding the effects of radiation and its possible influence on the nervous system are of great clinical interest. However, there have been few electrophysiological studies on brain activity after exposure to ionizing radiation (IR). A new methodological approach regarding the assessment of the possible effects of IR on brain activity is the use of linear and nonlinear mathematical methods in the analysis of complex time series, such as brain oscillations measured using the electrocorticogram (ECoG). The objective of this study was to use linear and nonlinear mathematical methods as biomarkers of gamma radiation regarding cortical electrical activity. Adult Wistar rats were divided into 3 groups: 1 control and 2 irradiated groups, evaluated at 24 h (IR24) and 90 days (IR90) after exposure to 18 Gy of gamma radiation from a cobalt-60 radiotherapy source. The ECoG was analyzed using power spectrum methods for the calculation of the power of delta, theta, alpha and beta rhythms and by means of the α-exponent of the detrended fluctuation analysis (DFA). Using both mathematical methods it was possible to identify changes in the ECoG, and to identify significant changes in the pattern of the recording at 24 h after irradiation. Some of these changes were persistent at 90 days after exposure to IR. In particular, the theta wave using the two methods showed higher sensitivity than other waves, suggesting that it is a possible biomarker of exposure to IR.


Assuntos
Animais , Masculino , Córtex Cerebral/efeitos da radiação , Eletrocorticografia/métodos , Raios gama/efeitos adversos , Radiação Ionizante , Lesões por Radiação/diagnóstico , Biomarcadores , Encéfalo/efeitos da radiação , Modelos Lineares , Dinâmica não Linear , Ratos Wistar , Estatísticas não Paramétricas , Tempo
20.
Braz J Med Biol Res ; 42(10): 930-4, 2009 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-19787149

RESUMO

The fractal dimension has been employed as a useful parameter in the diagnosis of retinal disease. Avakian et al. (Curr Eye Res 2002; 24: 274-280), comparing the vascular pattern of normal patients with mild to moderate non-proliferative diabetic retinopathy (NPDR), found a significant difference between them only in the macular region. This significant difference in the box-counting fractal dimension of the macular region between normal and mild NPDR patients has been proposed as a method of precocious diagnosis of NPDR. The aim of the present study was to determine if fractal dimensions can really be used as a parameter for the early diagnosis of NPDR. Box-counting and information fractal dimensions were used to parameterize the vascular pattern of the human retina. The two methods were applied to the whole retina and to nine anatomical regions of the retina in 5 individuals with mild NPDR and in 28 diabetic but opthalmically normal individuals (controls), with age between 31 and 86 years. All images of retina were obtained from the Digital Retinal Images for Vessel Extraction (DRIVE) database. The results showed that the fractal dimension parameter was not sensitive enough to be of use for an early diagnosis of NPDR.


Assuntos
Retinopatia Diabética/diagnóstico , Fractais , Vasos Retinianos/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Retinopatia Diabética/patologia , Diagnóstico Precoce , Humanos , Pessoa de Meia-Idade , Fotografação
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