This study investigated differences in microRNA expression between two rat strains with different responses to drugs. Previous research found differences in miR-26a and miR-484 expression in the nucleus accumbens of high-responder and low-responder rats after cocaine exposure, using qPCR. The current study used in situ hybridization to validate these findings and identify the neuroanatomical locations of miRNA expression. Results showed downregulation of miR-26a in the nucleus accumbens core of low-responder rats exposed to cocaine compared to saline, consistent with prior qPCR results. However, results for miR-484 were not statistically significant. This study provides neuroanatomical information on miRNA expression differences between rat strains in response
Austin Neurology & Neurosciences is an open access, peer reviewed, scholarly journal dedicated to publish articles covering all areas of Neurology & Neurological Sciences.
The journal aims to promote research communications and provide a forum for doctors, researchers, physicians and healthcare professionals to find most recent advances in all areas of Neurology & Neurological Sciences. Austin Neurology & Neurosciences accepts original research articles, reviews, mini reviews, case reports and rapid communication covering all aspects of neurology & neurosciences.
Austin Neurology & Neurosciences strongly supports the scientific up gradation and fortification in related scientific research community by enhancing access to peer reviewed scientific literary works. Austin Publishing Group also brings universally peer reviewed journals under one roof thereby promoting knowledge sharing, mutual promotion of multidisciplinary science.
Chemical prioritization using in silico modeling. SOT 2018 (San Antonio, USA)Kamel Mansouri
The aim of this work was to design an in silico and in vitro approach to prioritize compounds and perform a quantitative safety assessment. To this end, we pursue a tiered approach taking into account bioactivity and bioavailability of chemicals and their metabolites using a human uterine epithelial cell (Ishikawa)-based assay. This biologically relevant fit-for-purpose assay was designed to quantitatively recapitulate in vivo human response and establish a margin of safety.
Scoring and ranking of metabolic trees to computationally prioritize chemical...Kamel Mansouri
The aim of this work was to design an in silico and in vitro approach to prioritize compounds and perform a quantitative safety assessment. To this end, we pursue a tiered approach taking into account bioactivity and bioavailability of chemicals and their metabolites using a human uterine epithelial cell (Ishikawa)-based assay. This biologically relevant fit-for-purpose assay was designed to quantitatively recapitulate in vivo human response and establish a margin of safety.
Austin Neurology & Neurosciences is an open access, peer reviewed, scholarly journal dedicated to publish articles covering all areas of Neurology & Neurological Sciences.
The journal aims to promote research communications and provide a forum for doctors, researchers, physicians and healthcare professionals to find most recent advances in all areas of Neurology & Neurological Sciences. Austin Neurology & Neurosciences accepts original research articles, reviews, mini reviews, case reports and rapid communication covering all aspects of neurology & neurosciences.
Austin Neurology & Neurosciences strongly supports the scientific up gradation and fortification in related scientific research community by enhancing access to peer reviewed scientific literary works. Austin Publishing Group also brings universally peer reviewed journals under one roof thereby promoting knowledge sharing, mutual promotion of multidisciplinary science.
Chemical prioritization using in silico modeling. SOT 2018 (San Antonio, USA)Kamel Mansouri
The aim of this work was to design an in silico and in vitro approach to prioritize compounds and perform a quantitative safety assessment. To this end, we pursue a tiered approach taking into account bioactivity and bioavailability of chemicals and their metabolites using a human uterine epithelial cell (Ishikawa)-based assay. This biologically relevant fit-for-purpose assay was designed to quantitatively recapitulate in vivo human response and establish a margin of safety.
Scoring and ranking of metabolic trees to computationally prioritize chemical...Kamel Mansouri
The aim of this work was to design an in silico and in vitro approach to prioritize compounds and perform a quantitative safety assessment. To this end, we pursue a tiered approach taking into account bioactivity and bioavailability of chemicals and their metabolites using a human uterine epithelial cell (Ishikawa)-based assay. This biologically relevant fit-for-purpose assay was designed to quantitatively recapitulate in vivo human response and establish a margin of safety.
Genomic gene expression changes resulting from Trypanosomiasis: a horizontal study Examining expression changes elucidated by micro arrays in seminal tissues associated with the pathophysiology of Trypanosomiasis during disease progression
Nanoparticle of plant extract: A Novel approach for cancer theraproshan telrandhe
Nanotechnology deals regulating matter at dimension of 1-100 nanometers. its use in fundamental physics, biology, chemistry, technology of nanometer scale objects. It also includes how such objects can be used in the areas of computation, sensors, nanostructure materials, biolabeling, biomedical, agricultural, biolabeling , cancer, biotechnology. There are 3 methods for preparation of nanoparticles Physical, chemical &biological. Cancer is as an abnormal growth of cells. It is due to lack of proper regulation in cell cycle. Cancer develops through an accumulation of genetic changes or mutations which could emerge due to different factors like physical, chemical, biological. Currently available cancer chemotherapeutic agents insidiously affect the host cells especially bone marrow, epithelial tissues, reticule-endothelial system and gonads Because of high death rate associated with cancer and the serious side effects of chemotherapy & radiation therapy. Silver NanoParticles as an anticancer agent and they have all turned up positive. Many plant-derived products have been reported to exhibit potent antitumour activity against several rodent and human cancer cell lines. Plants history about use in the treatment of cancer. It is significant that over 60% of currently used anticancer agents are derived, in one way or another, from natural sources (plants, marine organism, and microorganisms)
A systematic, data driven approach to the combined analysis of microarray and...Laurence Dawkins-Hall
The use of gene expression data from Micro arrays coupled with WT QTL's linked to Tryp resistance phenotypes in Cattle to elucidate pertinent genetic changes underpinning phenotype in putative candidate genes
Systemic analysis of data combined from genetic qtl's and gene expression dat...Laurence Dawkins-Hall
Elucidating changes in gene expression by Micro array genomic sweeps of genetic QTLs linked to Tryp resistance in WT cattle to identify putative candidates underpinning pathophysiology
Expanding Surface Plasmon Resonance Capabilities with ReichertReichertSPR
Surface Plasmon Resonance (SPR) is a widely-used label-free technique to characterize a variety of molecular interactions. SPR is an optical phenomenon that is sensitive to changes in the dielectric properties of the medium close to a metal surface. Specifically, the resonance condition is affected by changes in refractive index occurring up to 300 nm above the metal surface (Au) and thus by the material absorbed onto the metal film. Therefore, the SPR signal is a measure of the total mass concentration at the gold sensor chip surface.
Typically, a mobile molecule (analyte) is injected across an immobilized binding partner (ligand) and as the analyte binds, this mass accumulation on the sensor surface leads to an increase in refractive index, and the result is plotted as response versus time. SPR is commonly utilized by researchers to determine association/dissociation rates, affinities and thermodynamics of biomolecular interactions.
Traditionally, the interactions under study with SPR include those occurring with and between the major classes of biological macromolecules along with those involving small molecules and drugs. These classic experiments have been primarily carried with just purified samples. Reichert’s SPR systems implement a very robust fluidics arrangement that can accommodate a wide variety of sample compositions including crude samples such as lysates, whole cells and serum. In addition, Reichert’s systems are housed in an open architecture that easily allows coupling to other analytical techniques and instruments. Along with excelling at traditional biomolecular interactions, Reichert’s systems pave the way for new avenues of investigation involving crude samples and whole cells along with the ability to couple SPR to other techniques. This presentation will focus on the SPR technique and provide examples of unique applications with cells along with the possibility of interfacing SPR with other analytical methods.
http://www.reichertspr.com/webinars/general/expanding-surface-plasmon-resonance-capabilities-with-reichert/
Applications of protein array in diagnostics and genomic and proteomicSusan Rey
Microarray technology can simultaneously analyze thousands of parameters in a single experiment. Micro-point of capture molecules are fixed into ranks on a solid support and exposed to samples containing corresponding binding molecules. Complex formation in each micro-point can be detected by the readout system, which is based on fluorescence, chemiluminescence, mass spectrometry, radioactive or electrochemistry. Miniaturization and parallelization binding assays, whose analysis power can be also enlarged by microarray gene expression analysis, is sensitive. These systems can be used to detect the degree of hybridization and immobilized DNA microarray probes will be exposed to complementary target. Currently, the development of protein array has demonstrated its applications in enzyme-substrate, DNA- protein and different types of protein - protein interactions. In this post, we will discuss the capture-molecule-ligand analysis, analyze its theoretical advantages and disadvantage and its influence in diagnostics, genomic and proteomics.
International Journal of Pharmaceutical Science Invention (IJPSI) inventionjournals
International Journal of Pharmaceutical Science Invention (IJPSI) is an international journal intended for professionals and researchers in all fields of Pahrmaceutical Science. IJPSI publishes research articles and reviews within the whole field Pharmacy and Pharmaceutical Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
Comparing Genetic Evolutionary Algorithms on Three Enzymes of HIV-1: Integras...CSCJournals
In this work, we utilized Quantitative Structure-Activity Relationship (QSAR) techniques to develop predictive models for inhibitors of the HIV-1 enzymes Integrase, HIV-Protease, and Reverse Transcriptase. Each predictive model was composed of quantitative drug characteristics that were selected by genetic evolutionary algorithms, such as Genetic Algorithm (GE), Differential Evolutionary Algorithm (DE), Binary Particle Swarm Optimization (BPSO), and Differential Evolution with Binary Particle Swarm Optimization (DE-BPSO). After characteristic selection, each model was tested with machine-learning algorithms such as Multiple Linear Regression (MLR), Support Vector Machine (SVM), and Multi-Layer Perceptron neural networks (MLP/ANN). We found that a combination of DE-BPSO combined with Multi-Layer Perceptron produced the most accurate predictive models as measured by R2, the statistical measure of proportion of variance in prediction values, and root-mean-square-error (RMSE) of prediction values compared to observed values. As for the models themselves: the best predictors for Integrase inhibitor included mass-weighted centred Broto-Moreau autocorrelation values, Moran autocorrelations, and eigenvalues of Burden matrices weighted by I-states; the best predictors for HIV-Protease inhibitors included the second Zagreb index value, the normalized spectral positive sum from Laplace matrix, and the connectivity-like index of order 0 from edge adjacency mat; and the best predictors for Reverse Transcriptase inhibitors included the number of hydrogen atoms, the molecular path count of order 7, the centred Broto-Moreau autocorrelation of lag 2 weighted by Sanderson electronegativity, the P_VSA-like on ionization potential, and the frequency of C – N bonds at topological distance 3.
Genomic gene expression changes resulting from Trypanosomiasis: a horizontal study Examining expression changes elucidated by micro arrays in seminal tissues associated with the pathophysiology of Trypanosomiasis during disease progression
Nanoparticle of plant extract: A Novel approach for cancer theraproshan telrandhe
Nanotechnology deals regulating matter at dimension of 1-100 nanometers. its use in fundamental physics, biology, chemistry, technology of nanometer scale objects. It also includes how such objects can be used in the areas of computation, sensors, nanostructure materials, biolabeling, biomedical, agricultural, biolabeling , cancer, biotechnology. There are 3 methods for preparation of nanoparticles Physical, chemical &biological. Cancer is as an abnormal growth of cells. It is due to lack of proper regulation in cell cycle. Cancer develops through an accumulation of genetic changes or mutations which could emerge due to different factors like physical, chemical, biological. Currently available cancer chemotherapeutic agents insidiously affect the host cells especially bone marrow, epithelial tissues, reticule-endothelial system and gonads Because of high death rate associated with cancer and the serious side effects of chemotherapy & radiation therapy. Silver NanoParticles as an anticancer agent and they have all turned up positive. Many plant-derived products have been reported to exhibit potent antitumour activity against several rodent and human cancer cell lines. Plants history about use in the treatment of cancer. It is significant that over 60% of currently used anticancer agents are derived, in one way or another, from natural sources (plants, marine organism, and microorganisms)
A systematic, data driven approach to the combined analysis of microarray and...Laurence Dawkins-Hall
The use of gene expression data from Micro arrays coupled with WT QTL's linked to Tryp resistance phenotypes in Cattle to elucidate pertinent genetic changes underpinning phenotype in putative candidate genes
Systemic analysis of data combined from genetic qtl's and gene expression dat...Laurence Dawkins-Hall
Elucidating changes in gene expression by Micro array genomic sweeps of genetic QTLs linked to Tryp resistance in WT cattle to identify putative candidates underpinning pathophysiology
Expanding Surface Plasmon Resonance Capabilities with ReichertReichertSPR
Surface Plasmon Resonance (SPR) is a widely-used label-free technique to characterize a variety of molecular interactions. SPR is an optical phenomenon that is sensitive to changes in the dielectric properties of the medium close to a metal surface. Specifically, the resonance condition is affected by changes in refractive index occurring up to 300 nm above the metal surface (Au) and thus by the material absorbed onto the metal film. Therefore, the SPR signal is a measure of the total mass concentration at the gold sensor chip surface.
Typically, a mobile molecule (analyte) is injected across an immobilized binding partner (ligand) and as the analyte binds, this mass accumulation on the sensor surface leads to an increase in refractive index, and the result is plotted as response versus time. SPR is commonly utilized by researchers to determine association/dissociation rates, affinities and thermodynamics of biomolecular interactions.
Traditionally, the interactions under study with SPR include those occurring with and between the major classes of biological macromolecules along with those involving small molecules and drugs. These classic experiments have been primarily carried with just purified samples. Reichert’s SPR systems implement a very robust fluidics arrangement that can accommodate a wide variety of sample compositions including crude samples such as lysates, whole cells and serum. In addition, Reichert’s systems are housed in an open architecture that easily allows coupling to other analytical techniques and instruments. Along with excelling at traditional biomolecular interactions, Reichert’s systems pave the way for new avenues of investigation involving crude samples and whole cells along with the ability to couple SPR to other techniques. This presentation will focus on the SPR technique and provide examples of unique applications with cells along with the possibility of interfacing SPR with other analytical methods.
http://www.reichertspr.com/webinars/general/expanding-surface-plasmon-resonance-capabilities-with-reichert/
Applications of protein array in diagnostics and genomic and proteomicSusan Rey
Microarray technology can simultaneously analyze thousands of parameters in a single experiment. Micro-point of capture molecules are fixed into ranks on a solid support and exposed to samples containing corresponding binding molecules. Complex formation in each micro-point can be detected by the readout system, which is based on fluorescence, chemiluminescence, mass spectrometry, radioactive or electrochemistry. Miniaturization and parallelization binding assays, whose analysis power can be also enlarged by microarray gene expression analysis, is sensitive. These systems can be used to detect the degree of hybridization and immobilized DNA microarray probes will be exposed to complementary target. Currently, the development of protein array has demonstrated its applications in enzyme-substrate, DNA- protein and different types of protein - protein interactions. In this post, we will discuss the capture-molecule-ligand analysis, analyze its theoretical advantages and disadvantage and its influence in diagnostics, genomic and proteomics.
International Journal of Pharmaceutical Science Invention (IJPSI) inventionjournals
International Journal of Pharmaceutical Science Invention (IJPSI) is an international journal intended for professionals and researchers in all fields of Pahrmaceutical Science. IJPSI publishes research articles and reviews within the whole field Pharmacy and Pharmaceutical Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
Comparing Genetic Evolutionary Algorithms on Three Enzymes of HIV-1: Integras...CSCJournals
In this work, we utilized Quantitative Structure-Activity Relationship (QSAR) techniques to develop predictive models for inhibitors of the HIV-1 enzymes Integrase, HIV-Protease, and Reverse Transcriptase. Each predictive model was composed of quantitative drug characteristics that were selected by genetic evolutionary algorithms, such as Genetic Algorithm (GE), Differential Evolutionary Algorithm (DE), Binary Particle Swarm Optimization (BPSO), and Differential Evolution with Binary Particle Swarm Optimization (DE-BPSO). After characteristic selection, each model was tested with machine-learning algorithms such as Multiple Linear Regression (MLR), Support Vector Machine (SVM), and Multi-Layer Perceptron neural networks (MLP/ANN). We found that a combination of DE-BPSO combined with Multi-Layer Perceptron produced the most accurate predictive models as measured by R2, the statistical measure of proportion of variance in prediction values, and root-mean-square-error (RMSE) of prediction values compared to observed values. As for the models themselves: the best predictors for Integrase inhibitor included mass-weighted centred Broto-Moreau autocorrelation values, Moran autocorrelations, and eigenvalues of Burden matrices weighted by I-states; the best predictors for HIV-Protease inhibitors included the second Zagreb index value, the normalized spectral positive sum from Laplace matrix, and the connectivity-like index of order 0 from edge adjacency mat; and the best predictors for Reverse Transcriptase inhibitors included the number of hydrogen atoms, the molecular path count of order 7, the centred Broto-Moreau autocorrelation of lag 2 weighted by Sanderson electronegativity, the P_VSA-like on ionization potential, and the frequency of C – N bonds at topological distance 3.
Strategic restructuring occurs when two or more nonprofits decide to combine their programs or business structures in order to maximize their missions. In part 2 of our Introduction to Restructuring presentation, we'll show you how to:
- identify your restructuring strategy
- select partner criteria
- how to approach your potential partner
- create a partnership committee
On behalf of James Madison University, our partners at the Defense
Intelligence Agency, and the International Five Eyes Analytic Training
Initiative, we would like to invite you to participate in the Fifteenth Biannual
Five Eyes Analytic Training Workshop to be held February 29 to March 2 at
James Madison University in Harrisonburg VA, USA.
Mice with a Melanocortin 1 Receptor mutation have a slightly greater minimum ...José Luis Moreno Garvayo
En este estudio se emplearon ratones que tenían una determinada mutación del gen MC1R cuyo resultado era la pérdida de la función génica. En condiciones controladas se compararon los requerimientos anestésicos de estos ratones (que tenían el pelo claro) con un grupo control de ratones fenotípica y genotípicamente normales. Esta investigación corroboró la necesidad de una mayor anestesia en los ratones con la mutación del gen MC1R.
Preclinical Screening for Neurodegenerative Disease (Parkinsonism)Drx Burade
This file includes the general introduction of Parkinson's, sign and symptoms of Parkinson's, treatment of Parkinson's and the main content that is the Preclinical Screening models for Neurodegenerative disease like Parkinson's
IN-VIVO SCREENING METHODS FOR NEURODEGENERATIVE DISEASE.pptxGautamSosa
Neurodegenerative diseases are conditions where nerve cells in the brain and peripheral nervous system gradually degenerate and die, leading to cognitive decline, movement disorders, and sometimes death. Examples include Alzheimer's, Parkinson's, multiple sclerosis and Huntington's disease. Treatment focuses on symptom management, as there are currently no cures for these conditions. Efficacy evaluation of any drug for Alzheimer's, Parkinson's, and multiple sclerosis in in-vivo animal studies, first step is to learn the in-vivo screening model of particular disease.
Presentación sobre la plataforma en java "Expresión a Kinasas" que permite introduciendo cualquier valor "ómico" (proteómico, genómico, transcriptómico) conocer qué ruta de kinasas intracelulares se activa y qué efecto fisiológico se genera.
MicroRNA Stability in FFPE Tissue Samples: Dependence on GC Contentkalahawer
MicroRNAs (miRNAs) are small non-coding RNAs responsible for fine-tuning of gene
expression at post-transcriptional level. The alterations in miRNA expression levels profoundly
affect human health and often lead to the development of severe diseases. Currently,
high throughput analyses, such as microarray and deep sequencing, are performed
in order to identify miRNA biomarkers, using archival patient tissue samples. MiRNAs are
more robust than longer RNAs, and resistant to extreme temperatures, pH, and formalinfixed
paraffin-embedding (FFPE) process. Here, we have compared the stability of miRNAs
in FFPE cardiac tissues using next-generation sequencing. The mode read length in FFPE
samples was 11 nucleotides (nt), while that in the matched frozen samples was 22 nt.
Although the read counts were increased 1.7-fold in FFPE samples, compared with those in
the frozen samples, the average miRNA mapping rate decreased from 32.0% to 9.4%.
These results indicate that, in addition to the fragmentation of longer RNAs, miRNAs are to
some extent degraded in FFPE tissues as well. The expression profiles of total miRNAs in
two groups were highly correlated (0.88 <r < 0.92). However, the relative read count of each
miRNA was different depending on the GC content (p<0.0001). The unequal degradation of
each miRNA affected the abundance ranking in the library, and miR-133a was shown to be
the most abundant in FFPE cardiac tissues instead of miR-1, which was predominant
before fixation. Subsequent quantitative PCR (qPCR) analyses revealed that miRNAs with
GC content of less than 40% are more degraded than GC-rich miRNAs (p<0.0001).We
showed that deep sequencing data obtained using FFPE samples cannot be directly compared
with that of fresh frozen samples. The combination of miRNA deep sequencing and
other quantitative analyses, such as qPCR, may improve the utility of archival FFPE tissue
samples.
This presentation is a part of my project as a master student, for a course called "Preclinical trials of biopharmaceuticals"
Nootropics are pharmaceuticals, designed to enhance
Cognitive function (Memory, learning, creativity, motivation, attention)
Resilience to hypoxia and cognitive loads
An untargeted metabolomics approach to MRS in the human brain: a comparison b...Uzay Emir
An untargeted metabolomics approach to MRS in the human brain: a comparison between LCModel and MRS-based classifier development system
The pattern recognition process successfully caught changes where glucose concertation increase was around 1% estimated by LCModel.
High spectral quality and reliable data acquisition techniques resulted in similar estimates of the glucose signal for LCModel and SpectralClassifier.
Activity-dependent transcriptional dynamics in mouse primary cortical and hum...Darya Vanichkina
Poster I presented at Lorne Genome 2012. Subsequently formed part of the paper
Barry G, Briggs JA, Vanichkina DP, Poth EM, Beveridge NJ, Ratnu VS, Nayler SP, Nones K, Hu J, Bredy TW, Nakagawa S, Rigo F, Taft RJ, Cairns MJ, Blackshaw S, Wolvetang EJ, Mattick JS (2013). The long non-coding RNA Gomafu is acutely regulated in response to neuronal activation and involved in schizophrenia-associated alternative splicing. Molecular psychiatry doi: 10.1038/mp.2013.45
Duplicate of http://figshare.com/articles/Activity_dependent_transcriptional_dynamics_in_mouse_primary_cortical_and_human_iPS_derived_neurons/978468
Los días 11 y 12 de diciembre de 2014, la Fundación Ramón Areces celebró el Simposio Internacional 'Neuropatías periféricas hereditarias. Desde la biología a la terapéutica' en colaboración con CIBERER-ISCIII y el Centro de Investigación Príncipe Felipe. El tipo más común de estas patologías es la enfermedad de Charcot-Marie-Tooth, un trastorno neuromuscular hereditario con una prevalencia estimada de 17-40 afectados por 100.000 habitantes. Durante estos dos días, investigadores mostraron sus avances en la mejora del diagnóstico y el tratamiento y, por ende, de la aproximación clínica y la calidad de vida de las personas afectadas por estas patologías.
Predicting effects of atomoxetine and citalopram in Parkinson's disease
Final Poster Kitchin
1. MicroRNA differences in two rat strains related to drug abuse
S.S. Kitchin1, N.J. Ethen1, D.E. Hamilton2, B.S. Carter2,R.C. Thompson2
1Undergraduate Research Opportunity Program, University of Michigan, Ann Arbor, MI
2Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI
Abstract
Drug addiction is a widespread phenomenon that can cause
significant changes to neurobiology and behavior. Additionally,
individuals differ in their responses to drugs and susceptibility to
drug addiction. However, the underlying molecular mechanisms of
vulnerability to drug addiction are not well characterized. To
investigate this phenomenon with an animal model, we have used
two strains of rats that have been selectively bred based upon their
novelty seeking traits, high-responders (HR) and low-responders
(LR). Previously, our laboratory performed Taqman qPCR arrays on
RNA samples derived from cocaine and saline injected HR and LR
animals. We discovered differences in basal miRNA expression
patterns between the strains as well as differential miRNA
regulation by strain in response to drug treatment. In order to
verify these findings, I ran miRNA in situ hybridizations (ISH) in
tissue sections from these rats to determine the level of the
targeted miRNA expression in the core and shell of the nucleus
accumbens, measured by optical density. I gathered
neuroanatomical information of where different miRNAs are
expressed in two different strains of rats in response to acute
cocaine or saline injections. We have validated that miR-484 and
miR-26a are expressed in the nucleus accumbens, which is an
important brain region in the reward pathway. These results allow
us to begin to understand how the drug experience is different
between two different strains of rats. Extrapolating beyond the
animal model, it could eventually lead to understanding why drugs
affect different people in unique ways.
*p= 0.041
Conclusion
• LR tissue exposed to cocaine showed down-
regulation of miR-26a.
• MiR-26a results do not correlate with previous
qPCR studies.
• Discrepancy between ISH and qPCR results are
possibly derived from differences in the
biological make-up of the animal, the
sensitivity of the experiments, or a possible
error in the protocol.
• Results from miR-484 not statistically
significant, and as such cannot be used to draw
conclusions from.
References
1] Blanchard, Mathieu M., Daniel Mendelsohn, and Jennifer A.
Stamp. "The HR/LR Model: Further Evidence as an Animal
Model of Sensation Seeking." Neuroscience & Biobehavioral
Reviews 33.7 (2009): 1145-154. Print.
2] Carlezon, WA, and RA Wise. "Rewarding Actions of
Phencyclidine and Related Drugs in Nucleus Accumbens Shell
and Frontal Cortex." Journal of Neuroscience 16.9 (1996): 3112-
122. Web of Science. Web. 2 Apr. 2013.
3]Paxinos, George, and Charles Watson. The Rat Brain in
Stereotaxic Coordinates. United States: ACADEMIC PR-ELSEVIER
SCIENCE (MO), 2004. Print.
4]Greco, S.J. and P. Rameshwar. “MicroRNAs regulate synthesis
of the neurotransmitter substance P in human mesenchymal
stem cell-derived neuronal cells.” Proceedings of the National
Academy of Sciences, 2007. 104(39): p. 15484-15489.
5] "National Institute on Drug Abuse." National Institute on
Drug Abuse. NIH, n.d. Web. 16 Apr. 2013.
Results
Figure 3: Expression of miR-484 and miR-26a cocaine vs. saline
Figure 3: A) Expression of miR-484 cocaine vs. saline. (B) Expression of miR-
484 per animal (even, saline; odd, cocaine). (C) Expression of miR-26a cocaine
vs. saline. (D) Expression of miR-484 per animal (even, saline; odd, cocaine).
A. B.
D.C.
Future
Future studies will characterize changes in
miR-26a and miR-484 in HR animals as well as
continuing to characterize changes in miRNA
expression as a result of exposure to cocaine.
Further investigation of a variety of miRNA will
enable a more comprehensive understanding of
the changes in neurobiology and behavior that
are caused by cocaine exposure.
Methods
• Rat Treatment: After 1 hour in test cages, rats will be injected with either saline or cocaine. On the first test day, cocaine
treated animals will receive injections of escalating doses of cocaine (5, 10 and 20 mg ⁄ kg), with 1 hour between each injection
(saline treated animals will be treated with equal doses/injections of saline). Over12 days, the rats will be injected once a day
with 30 mg ⁄ kg of cocaine (or saline).
• In-Situ Hybridization: Used radioactive in-situ hybridizations (ISH). ISH protocol used 33P radiation to tag an miRNA probe at the
5’ end. We confirmed specificity of probe using mismatch miRNA (miRNA strand with two nucleotides switched). The ISH was
run with cocaine and saline treated animals to compare relative miRNA expression.
• Scanning and Analyzing Film: Scanned ISH film with ScanMaker 1000XL Pro Flatbed Scanner using SilverFast Ai Imaging
Software. Scanned images were then analyzed for optical density using the Image J program. Each animal has two slides, and
an individual slide contains two tissue samples. Each slide was measured five times, once for each nucleus accumbens (miR
26a, core; miR 484, shell) of the two tissue samples, and then once for background (optical density that is present in non-
radioactive areas). We then determined the mean of all optical density measurements per slide. Once all the means were
calculated for both cocaine and saline treated animals, a comparison of the saline/cocaine treated animals was done using a
two-tailed t-test (considered significant if p < 0.05).
B.
C.
A.
Core. Region of miR- 26a
data sampling.
Shell. Region of miR-
484 data sampling.
Figure 2:
(A) Rat brain atlas marking nucleus
accumbens core and shell region.3
Marked regions are areas of data
sampling.
(B) Representative tissue sample
from miR-484 ISH. C.
(C) Representative tissue sample
from miR-26a ISH.
Introduction
• Cocaine blocks dopamine receptors, thereby increasing dopamine levels in synapses.5
• miRNA, which act as post-transcriptional regulators, have a role in the changes in response to drug
exposure. 4
• HR animals are much more likely to self-administer drugs compared to LR animals.1
• Previous qPCR findings have shown that LR animals exposed to cocaine have higher expression of
miR-26a and miR-484 in nucleus accumbens, a region associated with reward processing2,5.
• ISH enables validation of qPCR data and additional neuroanatomical data regarding the location of
expression of miR-26a and miR-484.
Figure 2:miR-26a and miR-484 are expressed in the nucleus accumbens
NS
Hypothesis
Expression levels of miR-484 and miR-26a in the nucleus accumbens of LR animals
exposed to cocaine will be different than those exposed to saline.
A. B.
D. miRNA Comparison P-Value FC
mmu-miR-26a Core LR S v C 0.048 2.654
mmu-miR-484 Shell LR S v C 0.028 3.322
Figure 1: Introduction and background images and data
(A) Actions of cocaine at dopamine receptors5. (B)
Post-transcriptional regulation role of miRNA4. (C) Reward
pathways in response to drugs and other natural
rewards5. (D) Previous qPCR findings
C.
p=0.660
Acknowledgements
To the Thompson Lab, thank you for your gracious mentorship.
To UROP, thank you for the chance to broaden my horizons.
To David and Brad, thank you for your endless patience.
-1.5
-1
-0.5
0
0.5
1
1.5
2
2.5
3
ISH qPCR
ISHmicroRNA-26afoldchangevs.qPCR
Nucleus Accumbens core
MicroRNA-26a Expression: ISH vs.
qPCR