RESUMO
Oxidative DNA damage may be a risk factor for development of various pathologies, including malignancy. We studied inflammation triggered modulation of repair activity in the intestines of three weeks old rats injected i.p. with E.coli or S. typhimurium lipopolysaccharides (LPS) at doses of 1, 5 or 10 mg/kg. Subsequent formation in these animals of colonic preneoplastic lesions, aberrant crypt foci (ACF) was also investigated. Five days after LPS administration no differences were observed in repair rate of 1,N(6)-ethenoadenine (εA), 3,N(4)-ethenocytosine (εC) and 8-oxoguanine (8-oxoG) in intestines of these rats, as measured by the nicking assay. However a significant increase in all three repair activities was found within one and two months after S. typhimurium LPS treatment. E. coli LPS significantly increased only the 8-oxoG repair. S. typhimurium LPS stimulated mRNA transcription of pro-inflammatory proteins, lipooxygenase-12 and cyclooxygenase-2, as well as some DNA repair enzymes like AP-endonuclease (Ape1) and εC-glycosylase (Tdg). mRNA level of DNA glycosylases excising εA (MPG) and 8-oxoG (OGG1) was also increased by LPS treatment, but only at the highest dose. Transcription of all enzymes increased for up to 30 days after LPS, and subsequently decreased to the level observed before treatment, with the exception of APE1, which remained elevated even two months after LPS administration. Thus, the repair efficiency of εA, εC and 8-oxoG depends on the availability of APE1, which increases OGG1 and TDG turnover on damaged DNA, and presumably stimulates MPG. One and two months after administration of E. coli or S. typhimurium LPS, the number of aberrant crypt foci in rat colons increased in a dose and time dependent manner. Thus, inflammation stimulates the repair capacity for εA, εC and 8-oxoG, but simultaneously triggers the appearance of preneoplastic changes in the colons. This may be due to increased oxidative stress and imbalance in DNA repair.
Assuntos
Colo/efeitos dos fármacos , Reparo do DNA/efeitos dos fármacos , Lipopolissacarídeos/farmacologia , Lesões Pré-Cancerosas/induzido quimicamente , Adenina/análogos & derivados , Adenina/metabolismo , Animais , Animais Recém-Nascidos , Araquidonato 12-Lipoxigenase/genética , Colo/metabolismo , Colo/patologia , Neoplasias do Colo , Ciclo-Oxigenase 2/genética , Citosina/análogos & derivados , Citosina/metabolismo , Dano ao DNA , Escherichia coli , Guanina/análogos & derivados , Guanina/metabolismo , Inflamação/induzido quimicamente , Inflamação/metabolismo , Inflamação/patologia , Estresse Oxidativo/efeitos dos fármacos , Lesões Pré-Cancerosas/metabolismo , Lesões Pré-Cancerosas/patologia , Ratos Wistar , Salmonella typhimuriumRESUMO
The purpose of the paper was to investigate the usefulness of posturographic analysis in patients with rheumatoid arthritis (RA) and osteoarthritis (OA). RA is a chronic inflammatory disorder responsible for destruction of active and passive components of joints. It is the most common autoimmune disease, and the second most common form of arthritis after OA. OA is a chronic disorder characterized by irreversible changes in the joint structure developing with advancing age. Both diseases lead to the destruction of many parts of the motor system, cause pain, weakness, and damage of ligaments, muscles, bones, and articular cartilage. The etiology of the diseases remains unknown. In the present study, evaluation of body balance in the standing position was performed by means of Pro-Med force plate system. Three posturographic tests were applied: with eyes open, closed, and with the biofeedback--under conscious visual control of body movements. The following posturographic parameters were measured: the radius of sways, the developed area, and the total length of posturograms, and also two directional components of sways: the length of left-right (in frontal plane) and forward-backward (in sagittal plane) motions. The results demonstrate that the biofeedback test is most useful in the evaluation of instability in rheumatic patients; it is more powerful than the other posturographic tests evaluated.
Assuntos
Artrite Reumatoide/fisiopatologia , Osteoartrite/fisiopatologia , Equilíbrio Postural , Adulto , Idoso , Biorretroalimentação Psicológica , Feminino , Humanos , Pessoa de Meia-IdadeRESUMO
Leukotrienes (LTs), highly bioactive lipid mediators play a major role in inflammation, wound healing and in the development of atherosclerosis. LTs biosynthesis have been suggested to be increased in myocardial infarction (MI) and in surgical patients with abdominal aortic aneurysms. Among LTs, Cysteinyl-LTs have the most potent biological properties and their production is well reflected by LTE4 concentration in urine (uLTE4). Aim of the study was to evaluate perioperative biosynthesis of uLTE4 in noncardiac vascular surgery patients, and its impact on patients' outcomes. Twenty eight consecutive patients aged 61.5 (59.0-72.5) that undergone an elective surgery for abdominal aortic aneurysm (AAA; n=6) or peripheral artery disease (PAD; n=22) were studied. uLTE4 was measured in urine samples using ELISA: before surgery (LT0), 6 hours postoperatively (LT1), and on three following days (LT2-LT4), and the results were adjusted for the urinary creatinine concentration. Patients were followed-up for 30-days for cardio-vascular complications including myocardial infarction (MI) with active post-surgery troponin T screening. One way analysis of variance (ANOVA) for repeated measurements and logistic regression tests were used to analyse the data with P<05 considered significant. Excretion of uLTE4 raised in the first two urine sample (LT1 and LT2) after surgery as compared to preoperative baseline value (LT0) (P=0.008) and returned to normal values on the second day (LT3). Patients that suffered MI during postoperative period had increased uLTE4 levels when compared to the no-MI patients (P=0.006). In conclusion we state that uLTE4 biosynthesis is increased shortly after surgery and returns to the preoperative level on the second day. The increase in uLTE4 biosynthesis is higher in patients that suffer MI after surgery, however this warrants further investigations.
Assuntos
Aneurisma da Aorta Abdominal/urina , Leucotrienos/urina , Infarto do Miocárdio/urina , Doença Arterial Periférica/urina , Idoso , Aneurisma da Aorta Abdominal/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Período Perioperatório , Doença Arterial Periférica/cirurgiaRESUMO
BACKGROUND: Churg-Strauss syndrome (CSS) shares similarities with asthma and hypereosinophilic syndrome (HES). Eicosanoids--important inflammatory and signaling molecules--are present in exhaled breath condensate (EBC) and broncho-alveolar lavage fluid (BALF). OBJECTIVES: To assess eicosanoid profile both in EBC and BALF of CSS subjects searching for a pattern characteristic of this syndrome. METHODS: EBCs from 23 CSS patients, 30 asthmatics, 12 HES patients and 54 healthy controls (HC) were assessed quantitatively for 19 eicosanoids by a high-performance liquid chromatography - tandem mass spectrometry (HPLC-MS/MS). In addition, in 21 of 23 CSS subjects and in nine asthmatics, eicosanoids were determined in BALF. RESULTS: EBC from CSS patients showed markedly elevated levels of 12-HETE as compared with other studied groups. BALF was characterized by a significant elevation of 12-HETE and its metabolite 12-tetranor HETE in CSS as compared with asthma. Clinical activity of CSS correlated with 12-HETE and its metabolites levels in BALF, but not in EBC. CONCLUSION AND CLINICAL RELEVANCE: CSS is clearly distinguished from bronchial asthma, and HES by a marked increase in 12-HETE concentration in both EBC and BALF. This points to a possible new pathogenic mechanism in CSS and may help in future in establishing the diagnosis of CSS.
Assuntos
Ácido 12-Hidroxi-5,8,10,14-Eicosatetraenoico/análise , Biomarcadores/análise , Síndrome de Churg-Strauss/diagnóstico , Adulto , Testes Respiratórios , Líquido da Lavagem Broncoalveolar/química , Cromatografia Líquida de Alta Pressão , Síndrome de Churg-Strauss/metabolismo , Expiração , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Espectrometria de Massas em TandemRESUMO
OBJECTIVES: Although peripheral nervous system involvement in patients with Churg-Strauss syndrome (CSS) has been described, little is known about its autonomic part. Autonomic nervous system (ANS) function can be assessed by studying heart rate variability (HRV) and a decrease in the spectrum of HRV correlates with ANS impairment. METHODS: Out of 24 CSS patients we chose 12 (four males, eight females, aged 40 ± 8.3 years) in disease remission and without cardiac involvement. Twelve age- and sex-matched healthy volunteers served as a control group. All underwent 24-h electrocardiogram (ECG) Holter recordings. HRV was calculated from 1-h segments, including: total power (TP), ultra-low frequency (ULF), very low frequency (VLF), low frequency (LF), and high frequency (HF) powers as well as normalized LF (LF%) and HF (HF%) powers and the LF to HF power ratio (LF/HF). RESULTS: The CSS patients showed decreased HRV parameters in the 1-h domains: TP (2038 vs. 3622 ms(2), p = 0.001), HF (561 vs. 1574 ms(2), p < 0.001), LF (672 vs. 1050 ms(2), p < 0.01), and VLF (544 vs. 738 ms(2), p = 0.016). However, LF% and LF/HF ratio were markedly higher in CSS patients than in controls (53.4% vs. 39%, p < 0.001 and 1.1 vs. 0.64, p < 0.001), whereas HF% was lower in CSS than in controls (46.6% vs. 61%, p < 0.001). These results were independent of duration of the disease, eosinophil count, corticosteroids, or peripheral nerve involvement in the past. CONCLUSIONS: The CSS patients show impaired HRV parameters, indicating parasympathetic ANS dysfunction in addition to peripheral nervous system involvement.
Assuntos
Sistema Nervoso Autônomo/fisiopatologia , Sistema Cardiovascular/fisiopatologia , Síndrome de Churg-Strauss/fisiopatologia , Adulto , Estudos de Casos e Controles , Eletrocardiografia Ambulatorial , Feminino , Frequência Cardíaca/fisiologia , Humanos , Masculino , Pessoa de Meia-Idade , Estudos RetrospectivosAssuntos
Síndrome de Churg-Strauss/diagnóstico por imagem , Síndrome de Churg-Strauss/fisiopatologia , Pneumopatias/diagnóstico por imagem , Pneumopatias/fisiopatologia , Adulto , Síndrome de Churg-Strauss/patologia , Feminino , Humanos , Pneumopatias/patologia , Masculino , Tomografia Computadorizada por Raios XRESUMO
Leukotrienes are lipid mediators produced via 5-lipooxygenase pathway of arachidonic acid. At least two cysteinyl-leukotrienes receptors are highly expressed in the heart, including the conduction system. Coronary angiography or angioplasty is accompanied by release of cysteinyl leukotrienes into coronary circulation and into urine. We tested the hypothesis that inhibition of leukotrienes biosynthesis would affect the conductance system function. In a double-blind placebo controlled study, patients with stable angina undergoing elective coronary catheterization or angioplasty were randomly assigned to 48 hrs treatment with a 5-lipoxgenase inhibitor (n=54) or placebo (n=49). ECG Holter recording was carried out for 24 hrs before and after the procedure and urinary leukotriene E(4) measurements were done. Inhibition of 5-lipoxygenase caused 26% reduction of urinary leukotriene E(4), associated with: 1) decrease in heart rate by about 7%, 2) enhanced heart rate variability; 3) protection against depressions in atrioventricular conductance and ventricular repolarization induced by the procedure. No effects on either arrhythmias, or ECG patterns of ischemia were noted. We conclude that pharmacological inhibition of 5-lipoxygenase, shortly before percutaneous coronary intervention, reveals specific actions of leukotrienes on the heart rhythm. Inhibitors of 5-lipoxygenase might be of interest as a novel class of cardiac drugs affecting the conductive system.
Assuntos
Sistema de Condução Cardíaco/efeitos dos fármacos , Frequência Cardíaca/efeitos dos fármacos , Frequência Cardíaca/fisiologia , Antagonistas de Leucotrienos/farmacologia , Leucotrienos , Idoso , Angina Instável/tratamento farmacológico , Angina Instável/enzimologia , Angina Instável/urina , Araquidonato 5-Lipoxigenase/biossíntese , Método Duplo-Cego , Feminino , Sistema de Condução Cardíaco/enzimologia , Humanos , Leucotrieno E4/antagonistas & inibidores , Leucotrieno E4/biossíntese , Leucotrieno E4/urina , Leucotrienos/biossíntese , Leucotrienos/metabolismo , Leucotrienos/fisiologia , Inibidores de Lipoxigenase/farmacologia , Masculino , Pessoa de Meia-IdadeAssuntos
Asma/diagnóstico , Síndrome de Churg-Strauss/complicações , Fibrose Endomiocárdica/diagnóstico , Asma/patologia , Síndrome de Churg-Strauss/patologia , Diagnóstico Diferencial , Fibrose Endomiocárdica/etiologia , Fibrose Endomiocárdica/patologia , Feminino , Coração/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética , Pessoa de Meia-Idade , RadiografiaRESUMO
Erythropoietin (EPO) acts as a neuroprotective factor and is upregulated after neuronal injury. It has been reported that in cerebrospinal fluid (CSF) of amyotrophic lateral sclerosis (ALS) patients, the EPO concentration is decreased. In this study, EPO levels in serum and CSF of 30 patients with ALS and in 15 controls, using an ELISA technique, were estimated. EPO level in serum was decreased, especially in patients with bulbar onset ALS. A trend toward a progressive EPO decline with the duration of the disease in the mild + moderate ALS cases was observed. In severe cases, a tendency towards a positive correlation of EPO and duration of the disease was present. Serum EPO values were age related only in mild + moderate ALS in patients below 40 years of age. In CSF, the EPO levels were significantly decreased. Lower EPO values in the bulbar onset ALS when compared with the spinal onset ALS were present. The EPO decrease did not correlate with the severity and duration of the disease. Age relation of the EPO level only in the mild + moderate ALS cases more than 40 years was present. Lack of differences in EPO levels between patients with ALS of rapid and slow progression indicates that EPO concentration cannot be used as a prognostic factor. Nevertheless, the decreased serum and CSF EPO concentration and the known EPO neuroprotective action may indicate that EPO administration can be a new promising therapeutic approach in ALS.
Assuntos
Esclerose Lateral Amiotrófica/sangue , Esclerose Lateral Amiotrófica/líquido cefalorraquidiano , Eritropoetina/sangue , Eritropoetina/líquido cefalorraquidiano , Adulto , Fatores Etários , Idoso , Esclerose Lateral Amiotrófica/patologia , Progressão da Doença , Ensaio de Imunoadsorção Enzimática , Humanos , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Fatores de TempoRESUMO
BACKGROUND AND PURPOSE: Matrix metalloproteinases (MMPs) are implicated in the pathogenesis of motor neuron degeneration in amyotrophic lateral sclerosis (ALS). We investigated the expression of MMPs and tissue inhibitors of matrix metalloproteinases (TIMPs) in serum and cerebrospinal fluid (CSF) correlating the results with age, disease duration and the clinical course. METHODS: The material consisted of 30 ALS patients and 15 age-matched healthy controls. ELISA method to determine the expression of MT-MMP-1, MMP-2, MMP-9, TIMP-1 and TIMP-2 in serum and CSF was used. MMP-2 and MMP-9 by zymography was also tested. RESULTS: In serum MT-MMP-1, MMP-2, MMP-9 and TIMP-1 expression was increased, especially in mild ALS cases. TIMP-2 values were normal. In CSF MT-MMP-1, MMP-2 and TIMP-1 level was either increased or normal, that of MMP-9 was decreased. TIMP-2 did not change. No correlation of MMPs and TIMP-1 expression in serum and CSF and the age of the patients was found. A correlation was observed between MMPs and TIMPs and disease duration. CONCLUSIONS: Increased level of MMPs and TIMP-1 of ALS patients may reflect the degeneration process of motor neurons and skeletal muscles and/or is associated with tissues remodeling. The low level of MMP-9 in CSF may result from impaired balance between MMP-9 and TIMP-1 and/or its increased intrathecal degradation and physical clearance. Although the role of changed MMPs/TIMPs level in the pathogenesis of ALS is not clear their analysis in serum may be used as prognostic factor and a potential marker for monitoring treatment effects.
Assuntos
Esclerose Lateral Amiotrófica/sangue , Esclerose Lateral Amiotrófica/líquido cefalorraquidiano , Metaloproteinases da Matriz/sangue , Metaloproteinases da Matriz/líquido cefalorraquidiano , Inibidores Teciduais de Metaloproteinases/sangue , Inibidores Teciduais de Metaloproteinases/líquido cefalorraquidiano , Adulto , Idoso , Estudos de Casos e Controles , Ensaio de Imunoadsorção Enzimática , Feminino , Humanos , Masculino , Metaloproteinase 1 da Matriz/sangue , Metaloproteinase 1 da Matriz/líquido cefalorraquidiano , Metaloproteinase 2 da Matriz/sangue , Metaloproteinase 2 da Matriz/líquido cefalorraquidiano , Metaloproteinase 9 da Matriz/sangue , Metaloproteinase 9 da Matriz/líquido cefalorraquidiano , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Inibidor Tecidual de Metaloproteinase-1/sangue , Inibidor Tecidual de Metaloproteinase-1/líquido cefalorraquidiano , Inibidor Tecidual de Metaloproteinase-2/sangue , Inibidor Tecidual de Metaloproteinase-2/líquido cefalorraquidianoRESUMO
Poor postural balance is one of the major risk factors for falling in normal pressure hydrocephalus (NPH). Postural instability in the clinic is commonly assessed based upon force platform posturography. In this study we focused on the identification of changes in sway characteristics while standing quiet in patients with NPH before and after shunt implantation. Postural sway area and sway radius were analyzed in a group of 9 patients and 46 controls of both genders. Subject's spontaneous sway was recorded while standing quiet on a force platform for 30-60 s, with eyes open and then closed. Both analyzed sway descriptors identified between-group differences and also an effect of shunt implantation in the NPH group. Sway radius and sway area in patients exhibited very high values compared with those in the control group. Importantly, the effect of eyesight in patients was not observed before shunt implantation and reappeared after the surgical treatment. The study documents that static force platform posturography may be a reliable measure of postural control improvement due to shunt surgery.
Assuntos
Hidrocefalia de Pressão Normal/cirurgia , Equilíbrio Postural , Derivação Ventriculoperitoneal , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Hidrocefalia de Pressão Normal/fisiopatologia , Masculino , Pessoa de Meia-Idade , Visão OcularRESUMO
Matrix metalloproteinases (MMPs) are zinc-dependent endopeptidases, which are present in central and peripheral nervous system. They are considered to be involved in the pathogenesis of several neurological diseases, as multiple sclerosis, Alzheimer disease, and amyotrophic lateral sclerosis (ALS). The aim of the present study was to evaluate the application of the pattern recognition methods for the assessment of MMPs in serum of patients with ALS. Thirty patients with amyotrophic lateral sclerosis (ALS), in two subgroups: (i) with mild and (ii) severe progressing ALS, and 15 control healthy subjects were studied. The metalloproteinases MT-MMP-1, MMP-2, MMP-9 were examined. Additional variables (age of subjects and disease duration) were also analyzed by using a standard, parallel and hierarchical classifiers. Our results indicate that: (i) MMP-2 in serum may be an important marker for the evaluation of ALS progress; (ii) the set of two features {MT-MMP-1, MMP-9} may be helpful in differentiation between ALS and healthy subjects; (iii) the error rates obtained for the pair-wise linear classifier were similar to those received for the classifiers (standard, parallel, and hierarchical) based on k-NN rule. We conclude that the pattern recognition methods may be useful for the evaluation of significance MMPs as markers in neurodegenerative diseases, such as ALS.
Assuntos
Esclerose Lateral Amiotrófica/sangue , Esclerose Lateral Amiotrófica/enzimologia , Metaloproteinases da Matriz/sangue , Reconhecimento Automatizado de Padrão/normas , Adulto , Idoso , Biomarcadores/sangue , Humanos , Pessoa de Meia-Idade , Reconhecimento Automatizado de Padrão/métodosRESUMO
The pathogenesis of dilated cardiomyopathy in Emery- Dreifuss muscular dystrophy (EDMD) is still unknown. Autoimmune mechanisms have recently been taken into account. The aim of this investigation was to determine whether the level of circulating antibodies to heart proteins which were previously detected, correlates with disease progression. Troponin I was chosen as the target. Ten patients with EDMD and 10 age-matched normal controls were tested. An enzyme linked immunoassay (ELISA) technique was used to determine the possible relation between the level of anti-troponin I antibodies at diagnosis and at followup. Autoantibodies against troponin I were detected in all EDMD patients. At diagnosis the level was higher in the X-linked EDMD form (X-EDMD), as compared to the autosomal dominant form (AD-EDMD). At follow-up the elevated level of the autoantibodies persisted in all the EDMD cases. However, in the AD-EDMD form, the level was found to be significantly rising with disease progression, in the X-EDMD form, on the other hand, it was declining. No clear-cut relationship between the level of the circulating antibodies and cardiac symptomatology was present. Detection of anti-troponin I antibodies may provide a non-invasive marker of early stages of dilated cardiomyopathy in EDMD.
Assuntos
Autoanticorpos/sangue , Cardiomiopatia Dilatada/sangue , Distrofia Muscular de Emery-Dreifuss/imunologia , Troponina I/imunologia , Cardiomiopatia Dilatada/genética , Progressão da Doença , Ensaio de Imunoadsorção Enzimática , Feminino , Predisposição Genética para Doença , Humanos , MasculinoRESUMO
Gait and body balance disturbances are important clinical problems in patients with normal pressure hydrocephalus (NPH). They affect patients' locomotion and lead to a higher risk of falls. The gait pattern may be described as durations of the single and double support and of a stance phase. The aim of the present study was to apply the pattern recognition methods for the evaluation of gait disturbances in patients with NPH before and after neurosurgical treatment (shunt implantation). The results indicate that the parameters measured with a Computer DynoGraphy (CDG) system may effectively differentiate changes of gait in patients with NPH.
Assuntos
Transtornos Neurológicos da Marcha/diagnóstico , Hidrocefalia de Pressão Normal/diagnóstico , Idoso , Algoritmos , Diagnóstico por Computador , Feminino , Transtornos Neurológicos da Marcha/etiologia , Humanos , Hidrocefalia de Pressão Normal/complicações , Hidrocefalia de Pressão Normal/cirurgia , Locomoção/fisiologia , Masculino , Pessoa de Meia-Idade , Reconhecimento Automatizado de Padrão , Equilíbrio Postural/fisiologia , Resultado do Tratamento , Derivação VentriculoperitonealRESUMO
This article deals with the recognition of early changes in the breathing pattern, in response to acute intermittent stimuli in awake rats. Two different types of stimuli were given: 9% hypoxia in N(2) and 10% hypercapnia in O(2). Animals were exposed to 3 consecutive cycles consisting of 3-min stimulus period separated by 8-min normoxic recovery intervals. Features of the breathing pattern, such as respiratory frequency, tidal volume, minute ventilation, inspiration and expiration times, peak inspiratory and expiratory flows, were measured by whole body plethysmography. The data were analyzed with the use of pattern recognition methods. We conclude that the overall respiratory changes were rather slight. However, computerized analysis using a k-nearest neighbor decision rule (k-NN) allowed for a good recognition of the respiratory responses to the stimuli. The misclassification rate (E(r)) varied from 5 to 10%. After feature selection, E(r) decreased below 1%. The k-NN classifier differentiated correctly also the type of intermittent stimulus. Our experimental results demonstrate usefulness of pattern recognition algorithms in studying respiratory effects in biological models.
Assuntos
Hipercapnia/fisiopatologia , Hipóxia/fisiopatologia , Algoritmos , Animais , Processamento Eletrônico de Dados , Hipercapnia/classificação , Hipóxia/classificação , Masculino , Reconhecimento Automatizado de Padrão , Pletismografia Total , Ratos , Ratos Wistar , Testes de Função RespiratóriaRESUMO
The intermittent hypoxia (IH) phenomenon is a subject of intensive examinations. In this study we examined whether it could be possible to distinguish the strength of the hypoxic stimulus given in IH cycles on the basis of observed changes in the breathing pattern. We investigated the ventilatory responses to five hypoxic-normoxic cycles (1 min hypoxia/3 min normoxia) in rabbits. Two different hypoxic stimuli were given: gas mixtures of 14% and 11% O2 in N2, each one in a separate run of IH. Ventilatory features: frequency (f), tidal volume (VT) and minute ventilation (VE) were analyzed using the algorithms of the pattern recognition theory. The probability of wrong classification was used as a criterion for the recognition quality evaluation. This probability can be estimated experimentally by calculating the percentage of misclassifications, i.e., an error rate (Er). When the features were analyzed alone, the VT offered the lowest misclassification rate of 19.3% and 10.3% in the stimulus and normoxic periods, respectively. However, using the single features measured during the stimulus and recovery phases allowed to decrease the error rate more than 2-fold, achieving 4.3% for VT. The best results were obtained for both phases associated with single cycles of IH. Suitable feature selection procedures enabled reducing the global misclassification rate to 0.7%. In conclusion, the pattern recognition approach may potentially be useful for controlling the stimulus strength in intermittent hypoxic training.
Assuntos
Hipóxia/fisiopatologia , Aptidão Física/fisiologia , Algoritmos , Animais , Interpretação Estatística de Dados , Reconhecimento Automatizado de Padrão , Coelhos , Mecânica Respiratória/fisiologia , Volume de Ventilação Pulmonar/fisiologiaRESUMO
This study seeks to determine the effects on respiratory function of acute intermittent hypoxia. The experiments were performed on anesthetized, spontaneously breathing rabbits. The experimental protocol consisted of 5 one-minute episodes of hypoxia (14% O(2) in N(2)) interspersed with three-minute normoxic recovery periods. Ventilatory variables, minute ventilation (MV) and its tidal and frequency components, were derived from the continuously recorded airflow signal. We found that MV progressively increased with each next hypoxic-normoxic cycle; the increases were driven by both ventilatory components. Ventilatory augmentation concerned both the stimulus (hypoxic) and recovery (normoxic) periods, but it was significantly greater in the former. The augmented ventilation was sustained for up to 30 min after the last hypoxic run, which suggests the appearance of ventilatory long-term facilitation. The results demonstrate that acute intermittent hypoxia consisting of a few hypoxic-normoxic cycles is capable of inducing appreciable ventilatory changes. Such changes reflect plasticity of the respiratory motor output developing on a short-term basis during ongoing cycles of hypoxia, which, in the present study, correlated with the number of hypoxic cycle. Ventilatory augmentation in response to acute cyclic hypoxic episodes may give insights into the mechanisms of respiratory improvement by intermittent hypoxic training, increasingly used in both sports physiology and medicinal approaches.
Assuntos
Hipóxia/fisiopatologia , Ventilação Pulmonar , Animais , Gasometria , Hipóxia/sangue , Masculino , Coelhos , Volume de Ventilação PulmonarRESUMO
In the present study we investigated whether classical or non-classical statistical methods might be useful in the diagnosis of early changes evoked by intermittent hypoxia (IH) in an experimental model. The experiments were carried out in anesthetized, spontaneously breathing rabbits. IH consisted of 5 cycles of breathing 14% O(2) in N(2) for 1 min interspersed with 3 min normoxic intervals. The following ventilatory variables were evaluated: frequency breathing, tidal volume, and minute ventilation. The results indicate that IH had a progressively stimulatory effect on the baseline ventilation and on the hypoxic ventilatory responses. Further, the algorithms of the pattern recognition theory might be a suitable tool for the recognition of early ventilatory effects of recurrent hypoxic events in the IH model. The recognition of IH states may be useful in clinical and sports medicine.
Assuntos
Hipóxia/fisiopatologia , Ventilação Pulmonar , Mecânica Respiratória , Volume de Ventilação Pulmonar , Algoritmos , Animais , Interpretação Estatística de Dados , Masculino , Modelos Biológicos , Reconhecimento Automatizado de Padrão , Coelhos , Fatores de TempoRESUMO
In this study, we examined the usefulness of arterial blood gas variables, as changed by the hypoxic stimulus, in discerning various experimentally-induced conditions of diaphragm weakness in anesthetized cats. We defined three experimental situations (models): (i) intact muscle, statistical Class I, (ii) four degrees of muscle dysfunction (after sequential diaphragm denervation), Classes II-V, and (iii) entirely paralyzed muscle, Class VI. Responses to a hypoxic stimulus in the above-mentioned conditions were evaluated by using the methods of the pattern recognition theory. We found that before the hypoxic stimulus, with partial but of different severity denervation of the diaphragm, the k-nearest neighbor classifier (k-NN) assigned 100% of the classified cases to Class II (one phrenic nerve rootlet cut). In contrast, during hypoxia only 67% of cases were assigned to Class II, the remaining being spread throughout other classes of muscle weakness. When one limits the procedure to the extreme classes: Class I (intact diaphragm) and Class VI (totally denervated diaphragm), the k-NN picks out 33% and 50% cases of bilateral diaphragm paralysis before and during hypoxia, respectively. We conclude that any remaining innervations of the diaphragm ensure the functionally optimal level of lung ventilation that may waver when hypoxia develops.