A novel morphology-based classifier for automatic detection of epileptic seizures

Most of the automatic seizure detection schemes reported in the literature are complex for detecting seizures that are of (a) short duration, (b) minimal amplitude evolution, or (c) non-rhythmic mixed frequency epileptic activity. We present a novel morphology-based classifier to detect epileptic seizures for intracranial EEG recording. The method characterizes epileptic seizure by detecting continual presence of sharp half-waves in the EEG. Performance is evaluated on single channel intracranial EEG of seven patients, and compared to two previously developed methods for intracranial EEG recordings by our research group. The method detects seizure of varying types (rhythmic, non-rhythmic, short- and long- seizures) with a sensitivity of 100%, a false detection rate of 0.1/h and an average onset delay of 9.1 s. The method outperforms the two previously developed methods and is computationally simple for real-time application. Preliminary results on seven patients data are very promising.

A new improved model-based seizure detection using statistically optimal null filter

A patient-specific model-based seizure detection method using statistically optimal null filters (SONF) has been recently proposed to aid the review of long-term EEG [1, 2]. The method relies on the model of a priori known seizure (template pattern) for subsequent detection of similar seizures. Artifacts, non-epileptic EEG rhythms, and at times modeling errors lead to increased false or missed detections. In this paper, we present a new improved model-based seizure detection that introduces a pre-processing block for artifact rejection, an adaptive technique of modeling the template patterns, and a new evolution-based classifier. The proposed classifier tracks the temporal evolution of seizure to improve the classification accuracy. With the help of simulated EEG, we illustrate the significance and need for these modifications. Further, performance of the complete algorithm is tested on single channel depth EEG of seven patients, and compared with the previous approaches. In terms of sensitivity and specificity, the proposed method resulted in 84% and 100%, method of [1] 65% and 84%, and method of [2], 84% and 90% respectively. An overall performance improvement is seen as enhanced detection sensitivity and reduced false positives. This is preliminary result on seven patient data.

Effects of photodynamic treatment on biological antioxidant systems in rats

Effects of photodynamic treatments on inherent antioxidant metabolites and cellular defence enzymes have been investigated in rats. Wistar rats were grouped into untreated controls, light controls, hematoporphyrin derivative (Hpd) (treated with 5 and 10 mg Hpd/kg body weight and kept in dark) and sets treated with both Hpd and red light (dose 172 and 344 j/m2 ). After 2, 24, 48 and 72 hr of Hpd injection the rats sacrificed, livers quickly excised to analyze Hpd uptake, activities of enzymes like catalase, GSH-Px and antioxidants like GSH, vitamin A, vitamin E and vitamin C. The results showed that the loss of Hpd from liver as a function of post- injection time was non- linear. An increased generation of lipid radicals was observed in the groups treated with 5 mg Hpd and higher dose of light and in groups treated with 10 mg Hpd at both the doses of light. Combination of light and Hpd reduced hepatic GSH content with a concomitant reduction in GSH-Px. At higher doses of Hpd and light, there was a significant reduction in hepatic vitamin A levels. Combination of Hpd and light in all doses reduced vitamin E content in liver. The decreased biological antioxidant contents and GSH-Px may be attributed to their utilization for the scavenging of free radicals generated by Hpd and light in tissues. However, no change in catalase activity and vitamin C content in liver was noted in experimental rats. The results suggest that exposure to higher doses of Hpd with light alters oxidant stress system and TBARS content in rat.

Local and systemic alterations in cyclic 3',5' AMP phosphodiesterase activity in relation to tail regeneration under hypothyroidism and T4 replacement in the lizard, Mabuya carinata

To establish the relationship between thyroid hormone and cyclic Adenosine monophosphate (cAMP) during lacertilian tail regeneration, cAMP phosphodiesterase, the hydrolytic enzyme of cAMP, was assayed in the tail regenerate, liver, and skeletal muscle of control (group A), chemically thyroidectomized (group B), and thyroidectomized and T4-replaced (group C) animals during various periods of tail regeneration. Enzyme activity was elevated in all three tissues of group B animals. Animals of group C showed an intermediate level of enzyme activity between controls (group A) and experimental animals (group B). These observations suggest a possible regulatory role of thyroxine in maintaining optimum levels of phosphodiesterase. The retardation in regeneration observable in the hypothyroid group of animals may be correlated with low levels of tissue cAMP. However, the operation of other influencing factors on phosphodiesterase during regeneration can be surmised from the observed tendency to exhibit similar patterns of phase-specific modulations in enzyme activity. Our observations are discussed in terms of phase-specific involvement of cAMP in regeneration, as well as its role in other metabolic aspects and the possible mode of indirect control exerted by thyroxine on lacertilian tail regeneration.

Glycation mediated lens crystallin aggregation and cross-linking by various sugars and sugar phosphates in vitro

Glycation of lens crystallins results in protein conformational changes, oxidation, browning and aggregation. Though glucose is the major sugar, other sugars and sugar phosphates generated as intermediates of metabolic pathways are present in the lens, albeit at low concentrations. In this study we incubated bovine lens soluble fraction with various sugars and sugar phosphates (5mM for 10 days). The reactivity was in the order trioses > tetroses > pentoses > hexoses. High molecular weight (HMW) aggregates were also formed at a comparable rate. Increased levels of fluorescence were associated with the HMW aggregates with fast reacting sugars. The phosphorylated derivatives were only slightly more reactive than their respective sugars. Interestingly, fructose-1,6-diphosphate was more reactive and cross-linked more readily than fructose-6-phosphate. Gel electrophoresis under reducing and nonreducing conditions showed formation of disulfide linked protein aggregates with slow reacting sugars such as glucose and non-disulfide covalent linked protein aggregates with fast reacting sugars such as erythrose. In contrast, if 0.1 m DTT was present in erythrose incubations (a fast reacting sugar), the HMW aggregate formation was significantly reduced. In order to show the reactivity among the slow reacting hexoses, we incubated lens proteins with 1 M hexoses for 30 days and the results showed that galactose was more reactive and showed higher cross-linking than fructose and glucose. These results thus indicate that relatively low levels of some sugars and sugar phosphates in the lens could be compensated by enhanced lens protein cross-linking and the combined effect could be rather significant with respect to cataractogenesis.

Glycation of lens membrane intrinsic proteins

Changes occurring at the membrane are believed to be the decisive factors in the initiation of diabetic cataract. During diabetic hyperglycemia lens crystallins were shown to undergo glycation. Several studies indicated that glycation brings about protein conformational changes thus implicated in cataractogenesis. Since the membrane proteins are the first targets for glycation, in this study we measured the glycation of alkali washed urea-insoluble membrane proteins from control and diabetic rats by two different methods, phenyl-boronate affinity chromatography and [3H]NaBH4 reduction, and confirmed by amino acid analysis. There was a significant increase in the glycation of membrane proteins in diabetic cataract lenses when compared to controls. It appears that lysine is the major site of glycation. Concomitant to early glycation, there was an increase in non-tryptophan fluorescence (Ex: 350 nm/Em: 440 nm) in the diabetic lens membrane proteins suggesting the presence of advanced glycation mediated protein cross-links. In order to identify whether the major membrane intrinsic protein, MIP26, undergoes glycation, we isolated MIP26 along with its degradatory product MIP22 as one peak on molecular sieve HPLC. HPLC isolated MIP26/MIP22 was further separated on SDS-PAGE followed by slicing and counting. This analysis revealed that MIP26 and MIP22 were more or less equally glycated in controls, however, in diabetic rats glycation of MIP22 was glycated slightly higher than MIP26. Moreover, the proportion of MIP22 increased by about 2-fold in diabetic lenses compared to controls. Thus it appears that major glycation sites are still retained in MIP22 in diabetic rat lenses. In vitro glycation studies with bovine lens membranes were also done using 14C glucose, followed by SDS-PAGE and autoradiography. The major protein glycated in vitro also seems to be MIP26. Interestingly, MIP22 was less glycated than MIP26 in vitro.

Glycation of lens MIP26 affects the permeability in reconstituted liposomes

We studied the role of glycation of lens putative gap junctional protein, MIP26, on the permeability as well as on calmodulin mediated gating activity in reconstituted liposomes. Calf lens membranes were incubated with 0-100 mM glucose for 3 days and MIP26 was isolated. There was a glucose concentration dependent increase in the glycation of MIP26 which reached to 2.48 moles/mole of protein with 100 mM glucose. Gel electrophoresis showed that there was no degradation of MIP26 to MIP22 during incubation. Channel permeability was determined by reconstituting MIP26 into asolectin liposomes. There was a MIP26 glycation dependent decrease in the permeability to sucrose. Furthermore, proteoliposomes containing nonglycated MIP26 showed complete uncoupling of the channels with calmodulin whereas the channels containing glycated MIP26 were only partially uncoupled. These results suggest that glycation of MIP26 does interfere with the gating activity in reconstituted liposomes.

Glycation of human lens proteins: preferential glycation of alpha A subunits

Glycation of crystallins and high molecular weight (HMW) aggregates was followed during aging (16-85 years) and in diabetes (44 and 70 years old). Lens soluble and insoluble fractions were reduced with [3H]NaBH4 and separated by molecular sieve HPLC. The protein content in each HPLC peak was measured by the Lowry method. The tritium incorporation, expressed as cpm mg-1 protein, was taken as a measure of early glycation and specific non-tryptophan fluorescence (Ex: 370 nm; Em: 440 nm), expressed as relative fluorescence U mg-1 protein, was taken as a measure of advanced glycation. The youngest lenses analysed were 16 and 17 years old and these provided the baseline values. The results showed that during aging there was about a three-fold increase in tritium incorporation and fluorescence of alpha-crystallin, while the increases in beta and gamma were only two-fold from the levels seen in 16- and 17-year-old lenses. On the other hand, both the soluble and insoluble HMW aggregate fractions showed up to five-fold increase in tritium incorporation during aging. The fluorescence was about two-fold higher in the insoluble HMW aggregates as compared to the soluble HMW aggregates in 16- and 17-year-old lenses and both showed an increase of about three-fold during aging. Diabetes resulted in an approximately 10-50% increase in tritium incorporation and non-tryptophan fluorescence of various crystallins and HMW aggregates.(ABSTRACT TRUNCATED AT 250 WORDS)

Differential glycation of rat alpha-, beta- and gamma-crystallins

Crystallin glycation seems to play an important role in the development of diabetic cataract. In order to understand the role of glycation in cataractogenesis, levels of glycation of different crystallins were determined by in vitro glycation of rat lens soluble fraction with 50 mM glucose or glucose-6-phosphate (G6P) for up to 5 days and in streptozotocin-diabetic rats during various stages of cataract development. All samples were reduced with [3H]NaBH4 and the tritium incorporation was taken as a measure of glycation. Proteins were routinely separated by molecular sieve HPLC. In vitro studies with glucose showed that gamma-crystallin was readily glycated and reached a plateau by 3 days, while alpha- and beta-crystallins were glycated slowly initially up to 3 days followed by a steep increase as seen on the fifth day. Incubation with 50 mM G6P resulted in an approximately two fold increase in glycation compared to glucose of all crystallins. In the diabetic animals also gamma-crystallin glycation increased approximately twofold within 15 days after the onset of diabetes and an additional threefold within the next 45 days followed by a slight decrease during the following 90-120 days. Increase in glycation, on the contrary, was very slow up to 30 days for alpha-crystallin and up to 60 days for beta-crystallin, followed by a steep increase during the remainder of the experimental period. The high molecular weight (HMW) aggregates had higher levels of glycation than other proteins; the insoluble HMW aggregates contained higher levels of glycation than the soluble HMW aggregates.(ABSTRACT TRUNCATED AT 250 WORDS)

Reverse-phase HPLC analysis of human alpha crystallin

A rapid and highly sensitive reverse-phase HPLC (RP-HPLC) method was used to separate crystallin subunits from human alpha crystallin. Three distinct peaks were separated; by electrophoretic and immunological analyses the first and second peaks were identified as alpha B and alpha A respectively. On the other hand, peak 3 appeared to be a modified form of alpha crystallin. The ratio of alpha A and alpha B proteins was 3:1 in 1 day old lenses which gradually changed to 2:1 in 17 year old lenses and to 1:1 in the 50 and 82 year old whole lenses and 82 year old lens cortex, with a concomitant increase in the modified alpha, suggesting that alpha A subunits are relatively more involved in aggregation. Analysis of the 82 year old lens nucleus also supported this conclusion. The RP-HPLC analysis of the HMW aggregate fraction showed substantial enrichment of the modified alpha. The alpha A and alpha B subunits independently reassociated to form polymeric alpha crystallin whereas the modified alpha reassociated to form HMW aggregates as shown by molecular sieve HPLC. Hence it appears that the HMW aggregate peak was constituted by modified alpha crystallin. Only in the peak 3 material the 280 nm absorbance was about 2-fold higher than what was expected from the actual protein content. The data suggest that the changes induced by post-translational modifications may have some role in the formation of modified alpha. The present RP-HPLC method is useful in separating these modified alpha from the unmodified alpha A and alpha B subunits.

Regeneration of skeletal muscle in streptozotocin-induced diabetic rats

The present study analyzes the regeneration of skeletal muscle in diabetic rats. Intravenous injection of streptozotocin (STZ) was used to induce diabetes. Six weeks later the extensor digitorum longus (EDL) muscles from diabetic rats were either transplanted into diabetic or normal hosts to initiate regeneration. Normal EDL muscle transplants in normal and diabetic hosts were also performed for comparison. One, 2, 4, and 12 weeks after transplantation, the EDL regenerates were morphologically analyzed. Regeneration and formation of neuromuscular junctions were observed in all transplants, including diabetic regenerates in diabetic hosts. The overall mass and myofiber size of the diabetic EDL regenerate in the diabetic host was significantly reduced in spite of complete regeneration. Recovery of the diabetic muscle mass and the myofiber size was observed after transplantation into normal hosts. A reduction in mass and myofiber size was observed in normal EDL muscles transplanted into diabetic hosts. It is concluded that poor recovery of diabetic muscle is related to metabolic and structural alterations in the diabetic host, rather than to innate capacity of the muscle to per se undergo regeneration and reinnervation. The observed enhancement in recovery of diabetic muscle after transplantation in a normal host and deterioration of normal muscle after transplantation in a diabetic host shows that the host environment determines the success of muscle regeneration.

The fate of gamma L crystallins in rat lens during diabetic cataractogenesis as determined by a monoclonal antibody

We developed a monoclonal antibody against HPLC purified rat lens gamma L crystallins. This antibody was specific to both the polypeptides (19,000 and 21,000 daltons) which constituted the HPLC gamma L peak. Least reactivity was shown against gamma H (24,000 daltons). This antibody was used as a probe to detect the presence of and quantitate gamma L crystallins in lens soluble, insoluble and urea-insoluble fractions during diabetes. Utilizing a direct binding immunoassay (ELISA) we calculated the absolute quantities of gamma L crystallins present in these fractions. Our results show, in normal animals there was a minimal change in total quantities of gamma L crystallins in soluble fraction from 1 month to 5 months of age, but a slow accumulation of these crystallins in insoluble and urea-insoluble fractions was seen during the same period. Diabetes resulted in a depletion of gamma L crystallins from the soluble fraction, both in terms of relative proportion and absolute quantities. In insoluble and urea-insoluble fractions the relative proportions of these crystallins were increased dramatically up until 60 days followed by a decrease during 90-120 days of diabetes, whereas, the absolute quantities remained more or less steady after reaching the maximum on 60 days. Although the relative proportions of gamma L crystallins in the insoluble fraction seem to be less when compared to urea-insoluble fraction, the total quantity of these crystallins was much higher due to abundance of this fraction.(ABSTRACT TRUNCATED AT 250 WORDS)

Inhibition of lens crystallin glycation and high molecular weight aggregate formation by aspirin in vitro and in vivo

Previous studies have shown that glycation of lens proteins could be a contributory factor in the development of diabetic and senile cataracts. Acetylation by aspirin (acetylsalicylic acid or ASA) has been used as an inhibitor of glycation which blocks the potential glycation sites (epsilon-NH2 groups). If glycation is a contributory factor, inhibition of glycation by acetylation should bring about a corresponding decrease in cataractogenic changes. We relied on in vitro glycation system and streptozotocin-diabetic rats to study the effects of ASA on lens crystallin glycation, thiol oxidation and aggregation. For in vitro studies, sterile lens soluble crystallin preparations from 1-month-old rats were incubated, under nitrogen, with 50 mM glucose and 20 mM ASA up to 15 days at 37 degrees C. To study the in vivo effect in diabetic rats, ASA feeding (200 mg/kg body wt/day) was initiated 1 week prior to streptozotocin administration, and sacrificed on 15, 30, 60 and 90 days after injection. The in vitro data show the inhibitory effect on glycation of ASA with all concentrations that were tested (5, 10, 20 mM ASA); the percentage inhibition increased with increasing ASA concentration and time. For example, with 50 mM glucose and 20 mM ASA incubated for 15 days, there was a significant decrease in glycation (P less than 0.05), thiol oxidation (P less than 0.05) and aggregation (P less than 0.02).(ABSTRACT TRUNCATED AT 250 WORDS)

Effect of increased level of CO2 exposure in a closed environment on calcium and phosphorus balance in rats

In rats, exposed to increased ambient CO2 level (1.5%) for 30 days a 40% reduction in food intake during first 10 days was observed which subsequently improved. Similarly the body weight also declined initially, which showed progressive gain thereafter, almost reaching that of ad libitum fed control by 30th day. The lowered Ca intake consequent to reduced food consumption was followed by diminution in renal and faecal excretion of Ca. The lowered renal Ca excretion was probably unrelated to reduced Ca intake, since the pair-fed-control, not exposed to raised CO2 level, did not show any such alteration. The net result was a drastic reduction in Ca balance despite the diminution in its excretion. Though the intake and renal excretion of P were reduced in the CO2 exposed group due to a reduction in food intake, the P balance showed a cyclic pattern as in the pair-fed controls. The serum Ca after 30 days' exposure remained unchanged while the serum inorganic P showed a variation. The data indicated that hypercapnia produced hypophagia which affected growth of rats. The reduced renal excretion of Ca may not pose a risk on calcification of soft tissues, since its retention was also reduced on exposure to raised concentration of CO2.

Lens protein composition, glycation and high molecular weight aggregation in aging rats

Because of minimal or no turnover, lens proteins are subjected to substantial post-translational modifications which in turn disrupt lens architecture and change the optical properties leading to senile cataract formation. Progressive glycation is believed to have the potential to initiate the changes that are conducive to lens opacification. Fisher 344 rats were systematically followed from juvenile to older and aged phases of their life to study the relationship between lens glycation and high molecular weight (HMW) aggregate formation as well as quantitative and qualitative changes in lens crystallins. Levels of glycated proteins were quantified by affinity chromatography. Changes in lens crystallin composition and HMW aggregate formation were monitored by molecular sieve HPLC, further confirmed by SDS-PAGE and IEF techniques. As the age advances HMW and insoluble proteins increase with a concomitant disappearance of gamma-crystallins from soluble fraction. This disappearance of gamma-crystallins coincided with increased glycation (approximately 2-fold higher in insoluble fraction) and decreased sulfhydryl groups from soluble fraction. It appears that lens protein glycation, disappearance of gamma-crystallins and sulfhydryls from soluble fraction and increase of insoluble fraction and HMW aggregate are interrelated.

Progressive changes in lens crystallin glycation and high-molecular-weight aggregate formation leading to cataract development in streptozotocin-diabetic rats

Because of their remarkable longevity, lens crystallins undergo a substantial amount of glycation (non-enzymatic glycosylation) during diabetic hyperglycemia. These post-translational modifications have the potential to disrupt the structural and functional properties of the lens crystallins and contribute to the formation of cataracts. Streptozotocin-induced diabetic rats were used to study the relationship between glycation of lens proteins and the formation of insoluble high-molecular-weight (HMW) aggregates believed to be responsible for cataract formation. After the onset of diabetes, cataracts developed in about 12- to 13 weeks. The animals were followed in this manner until cataracts developed and for an additional 63 days. Five control and five diabetic rats were killed every 3 weeks and lenses removed. Levels of glycated protein and glycated amino acids in lenses from each animal were examined by affinity chromatography. In addition, the changes in crystallin composition and development of HMW aggregates were monitored by molecular-sieve HPLC techniques. As diabetic hyperglycemia continued there was a linear increase in glycated protein in both the soluble and insoluble fractions. This increase was paralleled by an increase in the soluble HMW and insoluble HMW aggregates. Other changes included a decrease in reactive sulfhydryls which indicates an increase in disulfide bond formation. The gamma-crystallin levels also decreased in a linear fashion during the hyperglycemic pre-cataract and cataract stages. It appears that the glycation of lens crystallin, the disappearance of reactive sulfhydryls and the formation of HMW aggregates are interrelated.

Tail Regeneration in the Scincid Lizard, Mabuya carinata, related to Breeding Seasons and Thyroid Activity

The influence of two different seasons as well as of thyroid hormone on tail regeneration in Mabuya carinata has been evaluated by measuring the rate of growth of the regenerate at various time intervals. The analysis has revealed no apparent seasonal alteration in the final length attained at the end of 60 days. However, the average per day rate of growth indicates some difference between the late non-breeding and the early breeding phases. A better growth rate was noticeable in the non-breeding phase during the first 25 days (blastemic and differentiation phases) while it was better in the early breeding phase during the last 20 days of tail regeneration (late differentiation and growth phases). These observations correlate with the differential physiological and endocrine status characteristic of the two seasons. Hypothyroidic animals showed a 71% retardation of regenerative ability as compared to euthyroidic animals, which was however rectified by thyroxine replacement. Modes of action of thyroxine on lizard tail regeneration are discussed.