Project description:Pentylenetetrazol (PTZ)-induced kindling in rodents is an established model of epileptogenesis. The molecular basis of the associated long-term plasticity is however not clear. Further, rodent models of kindling plasticity are not amenable to large-scale screening of compounds for identifying antiepileptogenic drugs. In this context, we have developed a fly model of chronic PTZ- and withdrawal-induced behavioral plasticity. In our model, the chronic treatment is given for 7 days, followed by 7 day long withdrawal. Gene expression profiles of fly heads secondary to chronic PTZ were examined to identify molecular correlates of behavior in our model. Expression profiling of fly heads at three time points in the 7 day long chronic PTZ - 12 hrs, 2nd day, and 7th day - showed a dynamic and widespread alteration of various functional categories of genes. Keywords: Time Series D. melanogaster Oregon-R wild type flies were grown in standard fly medium consisting of agar-agar, maize powder, brown sugar, dried yeast, and nipagin. The cultures were grown at 24 +/- 1oC, 60% RH, and 12 hrs light (9 AM to 9 PM) and 12 hours dark cycle. Three to four days old unmated adult males were grown in either normal food (NF) or food containing 8 mg/ml of PTZ for seven days. Following this, the control and PTZ treated flies were shifted to vials containing normal food and maintained further for seven days. Each vial contained 30 flies in the beginning of the treatment. Heads were harvested at three time points during PTZ treatement - 12hrs, 2nd day, and 7th day. Flies frozen in liquid nitrogen were shaken and the heads collected using cooled sieves. Total RNA was isolated from eight pools of frozen heads, every two of which represented a single parallel set of treatment in which four vials contained NF treated control flies, and four PTZ exposed individuals, during treatment or withdrawal period, using TRI REAGENT (Sigma) according to the manufacturerM-bM-^@M-^Ys protocol. Double stranded cDNA was synthesized from 10 M-BM-5g of total RNA using Microarray cDNA Synthesis Kit (Roche). The cDNA was purified using Micorarray Target Purification Kit (Roche), according to the manufacturerM-bM-^@M-^Ys protocol. Each of the four sets of control and treated cDNA samples, belonging to the four biological replicates, was used for labeling with either Cy3 or Cy5 dyes (Amersham Biosciences) using Microarray RNA Target Synthesis Kit T7 (Roche). The labeled products were purified by Microarray Target Purification Kit (Roche). The Cy3 and Cy5 labeled two cRNA samples of each biological replicate were pooled together, precipitated, washed, air-dried, and dissolved in 18MM-NM-) RNAase free water (Sigma). Dye swapping was accomplished by hybridizing two arrays with NF control as Cy3- and PTZ treated as Cy5- labeled sample, and the rest two as the opposite, NF as Cy5- and drug treated as Cy3- labeled sample. The labeled product was mixed with hybridization solution containing hybridization buffer (DIG Easy Hyb; Roche), 10mg/ml salmon testis DNA (0.05 mg/ml final concentration, Sigma) and 10mg/ml yeast tRNA (0.05 mg/ml final concentration, Sigma). The hybridization mixture was denatured at 65M-BM-:C and applied onto cDNA microarray slides (D12Kv1, CDMC, Toronto). The slides were covered by a coverslip (ESCO, Portsmouth, USA) and hybridization was allowed to take place in hybridization chamber (Corning) at 37M-BM-:C for 16 hrs. Following hybridization, the coverslips were removed in a solution containing 1X SSC and 0.1% SDS at 50M-BM-:C, and the slides washed in 1X SSC and 0.1% SDS (three times for 15 minutes each) in a coplin jar at 50M-BM-:C with occasional swirling and then transferred to 1X SSC and washed with gentle swirling at room temperature (twice for 15 minutes each). Slides were given a final wash in 0.1X SSC for 15 minutes and then liquid was quickly removed from the slide surface by spinning at 600 rpm for 5 minutes. Slides were scanned at 10M-BM-5m resolution in GenePix 4000A Microarray Scanner (Molecular Devices). The preprocessing and quantification of the 16 bit TIFF images were carried out using Gene Pix Pro 6.0 software (Molecular Devices). Ratio based normalization was performed using Acuity 4.0 software (Molecular Devices). All Spots with raw intensity less then 100U and less then twice the average background was ignored during normalization. Normalized data was filtered for the selection of features before further analysis. Only those spot were selected which contained only a small percentage (<3) of saturated pixels, were not flagged bad or found absent (flags >= 0), had relatively uniform intensity and uniform background (Rgn R2 (635/532) >= 0.6) and were detectable above background (SNR >= 3). Analyzable spots in at least three of the four biological replicates performed were retrieved for downstream analysis using Significance Analysis of Microarrays (SAM 3.0, Excel Add-In, Stanford) under the conditions of one class response and 100 permutations.

Project description:We recently developed a fly model of pentylenetetrazol (PTZ)-induced long-term behavioral plasticity. Pharmacological validation suggests this model to be kindling-like. Hence, our model is of relevance in understanding the molecular pathogenesis of epileptogenesis as well as in screening potential antiepileptogenic agents. Vigabatrin (VGB) is an antiepileptic drug, and in the process of developing our fly model we generated gene expression profile of flies’ head secondary to treatment of the insects with VGB. Our results provide novel insights in to the drug’s mode of action. Oregon-R wild type D. melanogaster was grown in standard fly medium consisting of agar-agar, maize powder, brown sugar, dried yeast, and nipagin. Flies were cultured at 24 +/- 1ºC, 60% RH, and 12 hrs light (9 AM to 9 PM) and 12 hours dark cycle. Ten to eleven days old unmated adult males were grown in either normal food (NF) or food containing 24 mg/ml of VGB for three days. Each culture vials contained 30 flies. Flies frozen in liquid nitrogen were agitated and the heads collected using cooled sieves. Total RNA was isolated from eight pools of frozen heads, every two of which represented a single parallel set of treatment in which four vials contained NF treated control flies, and four VGB treated individuals, using TRI REAGENT (Sigma) according to the manufacturer’s protocol. Double stranded cDNA was synthesized from 10 µg of total RNA using Microarray cDNA Synthesis Kit (Roche), and the cDNA purified using Micorarray Target Purification Kit (Roche), according to the manufacturer’s protocol. Each of the four sets of NF control and VGB treated cDNA samples, belonging to the four biological replicates, was used for labeling with either Cy3 or Cy5 dyes (Amersham Biosciences) using Microarray RNA Target Synthesis Kit T7 (Roche). The labeled products were purified by Microarray Target Purification Kit (Roche). The Cy3 and Cy5 labeled two cRNA samples of each biological replicate were pooled together, precipitated, washed, air-dried, and dissolved in 18MΩ RNAase free water (Sigma). Dye swapping was accomplished by hybridizing two arrays with NF control as Cy3- and VGB treated as Cy5- labeled sample, and the rest two as the opposite, NF as Cy5- and drug treated as Cy3- labeled sample. The labeled product was mixed with hybridization solution containing hybridization buffer (DIG Easy Hyb; Roche), 10mg/ml salmon testis DNA (0.05 mg/ml final concentration, Sigma) and 10mg/ml yeast tRNA (0.05 mg/ml final concentration, Sigma). The hybridization mixture was denatured at 65ºC and applied onto cDNA microarray slides (D12Kv1, CDMC, Toronto). The slides were covered by a coverslip (ESCO, Portsmouth, USA) and hybridization was allowed to take place in hybridization chamber (Corning) at 37ºC for 16 hrs. Following hybridization, the coverslips were removed in a solution containing 1X SSC and 0.1% SDS at 50ºC, and the slides washed in 1X SSC and 0.1% SDS (three times for 15 minutes each) in a coplin jar at 50ºC with occasional swirling and then transferred to 1X SSC and washed with gentle swirling at room temperature (twice for 15 minutes each). Slides were given a final wash in 0.1X SSC for 15 minutes and then liquid was quickly removed from the slide surface by spinning at 600 rpm for 5 minutes. Slides were scanned at 10µm resolution in GenePix 4000A Microarray Scanner (Molecular Devices). The 16 bit TIFF images were preprocessed and quantified using Gene Pix Pro 6.0 software (Molecular Devices). Ratio based normalization was performed using Acuity 4.0 software (Molecular Devices). All Spots with raw intensity less then 100U and less then twice the average background was ignored during normalization. Normalized data was filtered for the selection of features before further analysis. Only those spot were selected which contained only a small percentage (<3) of saturated pixels, were not flagged bad or found absent (flags >= 0), had relatively uniform intensity and uniform background (Rgn R2 (635/532) >= 0.6) and were detectable above background (SNR >= 3). Analyzable spots in at least three of the four biological replicates performed were retrieved for downstream analysis using Significance Analysis of Microarrays (SAM 2.21, Excel Add-In, Stanford) under the conditions of one class response and 100 permutations.

Project description:We recently developed a fly model of pentylenetetrazol (PTZ)-induced long-term behavioral plasticity. Pharmacological validation suggests this model to be kindling-like. Hence, our model is of relevance in understanding the molecular pathogenesis of epileptogenesis as well as in screening potential antiepileptogenic agents. Ethosuximide (ETH) is an antiepileptic drug, and in the process of developing our fly model we generated gene expression profile of flies’ head secondary to treatment of the insects with ETH. Our results provide novel insights in to the drug’s mode of action. Oregon-R wild type D. melanogaster was grown in standard fly medium consisting of agar-agar, maize powder, brown sugar, dried yeast, and nipagin. Flies were cultured at 24+/-1ºC 60% RH, and 12 hrs light (9 AM to 9 PM) and 12 hours dark cycle. Ten to eleven days old unmated adult males were grown in either normal food (NF) or food containing 3.48 mg/ml of ETH for three days. Each culture vials contained 30 flies. Flies frozen in liquid nitrogen were agitated and the heads collected using cooled sieves. Total RNA was isolated from eight pools of frozen heads, every two of which represented a single parallel set of treatment in which four vials contained NF treated control flies, and four ETH treated individuals, using TRI REAGENT (Sigma) according to the manufacturer’s protocol. Double stranded cDNA was synthesized from 10 µg of total RNA using Microarray cDNA Synthesis Kit (Roche), and the cDNA purified using Micorarray Target Purification Kit (Roche), according to the manufacturer’s protocol. Each of the four sets of NF control and ETH treated cDNA samples, belonging to the four biological replicates, was used for labeling with either Cy3 or Cy5 dyes (Amersham Biosciences) using Microarray RNA Target Synthesis Kit T7 (Roche). The labeled products were purified by Microarray Target Purification Kit (Roche). The Cy3 and Cy5 labeled two cRNA samples of each biological replicate were pooled together, precipitated, washed, air-dried, and dissolved in 18MΩ RNAase free water (Sigma). Dye swapping was accomplished by hybridizing two arrays with NF control as Cy3- and ETH treated as Cy5- labeled sample, and the rest two as the opposite, NF as Cy5- and drug treated as Cy3- labeled sample. The labeled product was mixed with hybridization solution containing hybridization buffer (DIG Easy Hyb; Roche), 10mg/ml salmon testis DNA (0.05 mg/ml final concentration, Sigma) and 10mg/ml yeast tRNA (0.05 mg/ml final concentration, Sigma). The hybridization mixture was denatured at 65ºC and applied onto cDNA microarray slides (D12Kv1, CDMC, Toronto). The slides were covered by a coverslip (ESCO, Portsmouth, USA) and hybridization was allowed to take place in hybridization chamber (Corning) at 37ºC for 16 hrs. Following hybridization, the coverslips were removed in a solution containing 1X SSC and 0.1% SDS at 50ºC, and the slides washed in 1X SSC and 0.1% SDS (three times for 15 minutes each) in a coplin jar at 50ºC with occasional swirling and then transferred to 1X SSC and washed with gentle swirling at room temperature (twice for 15 minutes each). Slides were given a final wash in 0.1X SSC for 15 minutes and then liquid was quickly removed from the slide surface by spinning at 600 rpm for 5 minutes. Slides were scanned at 10µm resolution in GenePix 4000A Microarray Scanner (Molecular Devices). The 16 bit TIFF images were preprocessed and quantified using Gene Pix Pro 6.0 software (Molecular Devices). Ratio based normalization was performed using Acuity 4.0 software (Molecular Devices). All Spots with raw intensity less then 100U and less then twice the average background was ignored during normalization. Normalized data was filtered for the selection of features before further analysis. Only those spot were selected which contained only a small percentage (<3) of saturated pixels, were not flagged bad or found absent (flags >= 0), had relatively uniform intensity and uniform background (Rgn R2 (635/532) >= 0.6) and were detectable above background (SNR >= 3). Analyzable spots in at least three of the four biological replicates performed were retrieved for downstream analysis using Significance Analysis of Microarrays (SAM 2.21, Excel Add-In, Stanford) under the conditions of one class response and 100 permutations.

Project description:Drosophila melanogaster adult flies fed on food containing 16 mg/ml of pentylenetetrazole (PTZ) in the food show a hyperkinetic behavior within 24 hours. Half of that concentration, i.e., 8 mg/ml, of PTZ, if fed for seven days, though doesn’t cause seizure-like behavior, results in a decreased climbing speed in flies. This change in locomotor behavior is progressive and becomes significant only on seventh day of the treatment. We also examined flies’ locomotor behavior secondary to PTZ withdrawal. Interestingly, an increased climbing speed was found to develop seven days after withdrawal. Importantly, antiepileptic drugs showed effectiveness in the above fly model. Earlier, we submitted in GEO time series of fly head microarray gene expression profiling during chronic PTZ and PTZ withdrawal phase. We also submitted previously expression profiles associated with antiepileptic drug treatment. Here, we have undertaken a different line of work. Having developed a well characterized acquired model of behavioral and gene expression plasticity, we found an opportunity here to investigate if drug exposure to adult males could cause transgenerational effect. To probe this, we carried out a systematic study at both behavioral and microarray gene expression levels. In the latter, we asked the question that do F0 testis, F1 males’ head, F1 females’ head, F1 testis, F2 males’ head and F2 females’ head show gene expression changes if F0 male parents had a history of PTZ exposure? A total of 28 microarray slides were used in this study. Unless mentioned otherwise, standard method of fly handling and manipulation was used. Freshly generated isogenic D. melanogaster Oregon-R wild type flies were grown in standard fly medium consisting of agar-agar, maize powder, brown sugar, dried yeast, and nipagin. The cultures were grown at 24 + 1oC, 60% RH, and 12 hrs light (9 AM to 9 PM) and 12 hours dark cycle. Three to four days old unmated adult males were grown in food containing 8 mg/ml PTZ for seven days. Flies were then shifted to vials containing NF. Seven days after shifting, F0 males were mated to same age group females maintained on NF throughout, without any drug exposure. Males and females were housed in groups in vials containing NF. Eggs collected on NF were used to generate F1 individuals as unmated males and virgin females. F1 males were mated to same age group females which were independently collected and maintained on NF. These females had no history of drug exposure in prior generations. Males and females were housed in groups in vials containing NF. Eggs collected on NF were used to generate F2 individuals as unmated males and virgin females. F0 testis, F1 males’ head, F1 females’ head, F1 testis, F2 males’ head and F2 females’ head were used for RNA isolation. Total RNA was isolated from pools of heads or testis, using TRI REAGENT (Sigma) according to the manufacturer’s protocol. Double stranded cDNA was synthesized from extracted RNA using Microarray cDNA Synthesis Kit (Roche). The cDNA was purified using Micorarray Target Purification Kit (Roche), according to the manufacturer’s protocol. Each of the four sets of control (no PTZ exposure of F0 males) and treated cDNA samples, belonging to the four biological replicates, was used for labeling with either Cy3 or Cy5 dyes (Amersham Biosciences) using Microarray RNA Target Synthesis Kit T7 (Roche). The labeled products were purified by Microarray Target Purification Kit (Roche). The Cy3 and Cy5 labeled two cRNA samples of each biological replicate were pooled together, precipitated, washed, air-dried, and dissolved in 18MΩ RNAase free water (Sigma). Dye swapping was accomplished by hybridizing two arrays with control as Cy3- and experimental as Cy5- labeled sample, and the rest two as the opposite, control as Cy5- and experimental as Cy3- labeled sample. Two sets of microarrays were generated for F1 males. The labeled product was mixed with hybridization solution containing hybridization buffer (DIG Easy Hyb; Roche), 10 mg/ml salmon testis DNA (0.05 mg/ml final concentration, Sigma) and 10 mg/ml yeast tRNA (0.05 mg/ml final concentration, Sigma). The hybridization mixture was denatured at 65ºC and applied onto cDNA microarray slides (D14Kv1, CDMC, Toronto, Canada). The slides were covered by a coverslip (ESCO, Portsmouth, USA) and hybridization was allowed to take place in hybridization chamber (Corning) at 37ºC for 16 hrs. Following hybridization, the coverslips were removed in a solution containing 1X SSC and 0.1% SDS at 50ºC, and the slides washed in 1X SSC and 0.1% SDS (three times for 15 minutes each) in a coplin jar at 50ºC with occasional swirling and then transferred to 1X SSC and washed with gentle swirling at room temperature (twice for 15 minutes each). Slides were given a final wash in 0.1X SSC for 15 minutes and then liquid was quickly removed from the slide surface by spinning at 600 rpm for 5 minutes. Slides were scanned at 10 µm resolution in GenePix 4000A Microarray Scanner (Molecular Devices). The preprocessing and quantification of the 16 bit TIFF images were carried out using Gene Pix Pro 6.0 software (Molecular Devices). Ratio based normalization was performed using Acuity 4.0 software (Molecular Devices). All Spots with raw intensity less then 100U and less then twice the average background was ignored during normalization. Normalized data was filtered for the selection of features before further analysis. Only those spot were selected which contained only a small percentage (<3) of saturated pixels, were not flagged bad or found absent (flags >= 0), had relatively uniform intensity and uniform background (Rgn R2 (635/532) >= 0.6) and were detectable above background (SNR >= 3). Analyzable spots in at least three of the four biological replicates performed were retrieved for downstream analysis using Significance Analysis of Microarrays (SAM 3, Excel Add-In, Stanford) under the conditions of one class response, imputation and 100 permutations. Analysis was also carried out using fold-change criterion in Acuity 4.0 itself.

Project description:Background: Constant hypoxia (CH) and intermittent hypoxia (IH) occur during several pathological conditions such as asthma and obstructive sleep apnea. Our research is focused on understanding the molecular mechanisms that lead to injury or adaptation to hypoxic stress using Drosophila as a model system. Our current genome-wide study is designed to investigate gene expression changes and identify protective mechanism(s) in D. melanogaster after exposure to severe (1% O2) intermittent or constant hypoxia. Methodology/Principal Findings: Our microarray analysis has identified multiple gene families that are up- or down-regulated in response to acute CH or IH. We observed distinct responses to IH and CH in gene expression that varied in the number of genes and type of gene families. We then studied the role of candidate genes (up-or down-regulated) in hypoxia tolerance (adult survival) for longer periods (CH-7 days, IH-10 days) under severe CH or IH. Heat shock proteins up-regulation (specifically Hsp23 and Hsp70) led to a significant increase in adult survival (as compared to controls) of P-element lines during CH. In contrast, during IH treatment the up-regulation of Mdr49 and l(2)08717 genes (P-element lines) provided survival advantage over controls. This suggests that the increased transcript levels following treatment with either paradigm play an important role in tolerance to severe hypoxia. Furthermore, by over-expressing Hsp70 in specific tissues, we found that up-regulation of Hsp70 in heart and brain play critical role in tolerance to CH in flies. Conclusions/Significance: We observed that the gene expression response to IH or CH is specific and paradigm-dependent. We have identified several genes Hsp23, Hsp70, CG1600, l(2)08717 and Mdr49 that play an important role in hypoxia tolerance whether it is in CH or IH. These data provide further clues about the mechanisms by which IH or CH lead to cell injury and morbidity or adaptation and survival. Expression profiles were determined by expression arrays in Drosophila melanogaster following acute constant or intermittent hypoxia. Three groups of samples were included in this analysis (3 x control, 3x CH treated and 3 x IH treated samples).

Dataset Information

ModENCODE RNA-Seq of Drosophila developmental stage 16-18 hr

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