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1.
PLoS One ; 8(7): e69768, 2013.
Article in English | MEDLINE | ID: mdl-23874995

ABSTRACT

A number of gene expression microarray studies have been carried out in the past, which studied aging and age-associated spatial learning impairment (ASLI) in the hippocampus in animal models, with varying results. Data from such studies were never integrated to identify the most significant ASLI genes and to understand their effect. In this study we integrated these data involving rats using meta-analysis. Our results show that proper removal of batch effects from microarray data generated from different laboratories is necessary before integrating them for meta-analysis. Our meta-analysis has identified a number of significant differentially expressed genes across age or across ASLI. These genes affect many key functions in the aged compared to the young rats, which include viability of neurons, cell-to-cell signalling and interaction, migration of cells, neuronal growth, and synaptic plasticity. These functional changes due to the altered gene expression may manifest into various neurodegenerative diseases and disorders, some of which leading into syndromic memory impairments. While other aging related molecular changes can result into altered synaptic plasticity simply causing normal aging related non-syndromic learning or spatial learning impairments such as ASLI.


Subject(s)
Aging/genetics , Gene Expression Regulation/genetics , Genes/genetics , Hippocampus/metabolism , Learning Disabilities/genetics , Memory Disorders/genetics , Animals , Meta-Analysis as Topic , Microarray Analysis , Neuronal Plasticity/genetics , Rats
2.
Genome ; 50(10): 877-97, 2007 Oct.
Article in English | MEDLINE | ID: mdl-18059552

ABSTRACT

Most familial behavioral phenotypes result from the complex interaction of multiple genes. Studies of such phenotypes involving human subjects are often inconclusive owing to complexity of causation and experimental limitations. Studies of animal models argue for the use of established genetic strains as a powerful tool for genetic dissection of behavioral disorders and have led to the identification of rare genes and genetic mechanisms implicated in such phenotypes. We have used microarrays to study global gene expression in adult brains of four genetic strains of mice (C57BL/6J, DBA/2J, A/J, and BALB/c). Our results demonstrate that different strains show expression differences for a number of genes in the brain, and that closely related strains have similar patterns of gene expression as compared with distantly related strains. In addition, among the 24 000 genes and ESTs on the microarray, 77 showed at least a 1.5-fold increase in the brains of C57BL/6J mice as compared with those of DBA/2J mice. These genes fall into such functional categories as gene regulation, metabolism, cell signaling, neurotransmitter transport, and DNA/RNA binding. The importance of these findings as a novel genetic resource and their use and application in the genetic analysis of complex behavioral phenotypes, susceptibilities, and responses to drugs and chemicals are discussed.


Subject(s)
Alcohol Drinking/genetics , Behavior , Gene Expression , Genomics , Mice , Models, Animal , Animals , Brain/metabolism , Gene Expression Profiling , Humans , Mice, Inbred Strains , Phenotype
3.
Brain Res ; 1088(1): 31-44, 2006 May 09.
Article in English | MEDLINE | ID: mdl-16631145

ABSTRACT

The physiological effects of alcohol are known to include drunkenness, toxicity, and addiction leading to alcohol-related health and societal problems. Some of these effects are mediated by regulation of expression of many genes involved in alcohol response pathways. Analysis of the regulatory elements and biological interaction of the genes that show coexpression in response to alcohol may give an insight into how they are regulated. Fifty-two ethanol-responsive (ER) genes displaying differential expression in mouse brain in response to acute ethanol exposure were subjected to bioinformatics analysis to identify known or putative transcription factor binding sites and cis-regulatory modules in the promoter regions that may be involved in their responsiveness to alcohol. Functional interactions of these genes were also examined to assess their cumulative contribution to metabolomic pathways. Clustering and promoter sequence analysis of the ER genes revealed the DNA binding site for nuclear transcription factor Y (NFY) as the most significant. NFY also take part in the proposed biological association network of a number of ER genes, where these genes interact with themselves and other cellular components, and may generate a major cumulative effect on apoptosis, cell survival, and proliferation in response to alcohol. NFY has the potential to play a critical role in mediating the expression of a set of ER genes whose interactions contribute to apoptosis, cell survival, and proliferation, which in turn may affect alcohol-related behaviors.


Subject(s)
Apoptosis/drug effects , Cell Proliferation/drug effects , Central Nervous System Depressants/pharmacology , Ethanol/pharmacology , Gene Expression Regulation/drug effects , Animals , Apoptosis/genetics , Brain/cytology , Brain/drug effects , Cluster Analysis , Mice , Oligonucleotide Array Sequence Analysis/methods , Protein Interaction Mapping/methods , Regulatory Sequences, Nucleic Acid/drug effects , Regulatory Sequences, Nucleic Acid/genetics
4.
BMC Med Genet ; 7: 18, 2006 Mar 02.
Article in English | MEDLINE | ID: mdl-16512914

ABSTRACT

BACKGROUND: Chromosome 22q11.2 region is highly susceptible to rearrangement, specifically deletions that give rise to a variety of genomic disorders including velocardiofacial or DiGeorge syndrome. Individuals with this 22q11 microdeletion syndrome are at a greatly increased risk to develop schizophrenia. METHODS: Genotype analysis was carried out on the DNA from a patient with the 22q11 microdeletion using genetic markers and custom primer sets to define the deletion. Bioinformatic analysis was performed for molecular characterization of the deletion breakpoint sequences in this patient. RESULTS: This 22q11 deletion patient was established to have a novel 2.3 Mb deletion with a proximal breakpoint located between genetic markers RH48663 and RH48348 and a distal breakpoint between markers D22S1138 and SHGC-145314. Molecular characterization of the sequences at the breakpoints revealed a 270 bp shared sequence of the breakpoint regions (SSBR) common to both ends that share >90% sequence similarity to each other and also to short interspersed nuclear elements/Alu elements. CONCLUSION: This Alu sequence like SSBR is commonly in the proximity of all known deletion breakpoints of 22q11 region and also in the low copy repeat regions (LCRs). This sequence may represent a preferred sequence in the breakpoint regions or LCRs for intra-chromosomal homologous recombination mechanisms resulting in common 22q11 deletion.


Subject(s)
Alu Elements , Chromosome Breakage , Chromosome Deletion , Chromosomes, Human, Pair 22 , DiGeorge Syndrome/genetics , Adolescent , DiGeorge Syndrome/diagnosis , Humans , Male , Models, Genetic , Recombination, Genetic
5.
Alcohol Clin Exp Res ; 30(1): 15-25, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16433728

ABSTRACT

BACKGROUND: Metallothioneins (MTs) are ubiquitously expressed intracellular proteins that bind heavy metals and are involved in cytoprotection against several types of stress agents including chemicals, hormones, and oxidants. We have previously reported 1 isoform, MT-II, as a possible candidate gene for ethanol (EtOH) preference (EP) determination in mice. METHODS: Semiquantitative RT-PCR was used to determine brain mRNA levels of MT-I and MT-III in 4 inbred mouse strains with variable EP. Following this, cosegregation of MT-II brain expression with EP was analyzed in F2 mice from 2 intercrosses (C57BL/6J x BALB/cJ and C57BL/6J x DBA/2J). Studies on MT-I/MT-II knockout (KO) mice were also undertaken to further explore this relationship. RESULTS: Our results suggest that MT-I is responsive to EtOH, with no evidence of basal-level differences between strains. Conversely, MT-III shows no EtOH response, yet indicates a possible strain-specific feature with C57BL/6J having the lowest levels of brain MT-III. Metallothionein-II expression cosegregates with EP in F2 mice from a C57BL/6J (preferring) and DBA/2J (avoiding) intercross. Although F2 mice from a cross with C57BL/6J and BALB/cJ (avoiding) strains follow a similar pattern, the results are not statistically significant. Metallothionein-I/MT-II knockout (MT-KO) mice appear to have smaller litter sizes as well as higher weight compared with controls (129S1/SvImJ) and also show a slight increase in EP. CONCLUSIONS: Metallothionein-II remains the primary candidate of the mouse MT gene family for involvement in EP. Its effect on EP appears to be dependent on the genetic background. Such conclusions are based on results from C57BL/6J, BALB/cJ, DBA/2J, and 129 inbred mouse strains. Evidence also points to shared neural pathways involved in weight gain and obesity. The complex interactions between MT-II, EP, and weight gain/obesity remain to be studied.


Subject(s)
Alcoholism/genetics , Brain/metabolism , Metallothionein/genetics , Animals , Chromosome Segregation/genetics , Crosses, Genetic , Metallothionein 3 , Mice , Mice, Inbred Strains , Mice, Knockout , Nerve Tissue Proteins/genetics , Protein Isoforms/genetics , RNA, Messenger/genetics , Species Specificity
6.
Neurochem Res ; 30(9): 1179-90, 2005 Sep.
Article in English | MEDLINE | ID: mdl-16292512

ABSTRACT

The search for genetic causes involved in alcohol dependence/response has been challenging. Understanding the mechanisms of action and interaction of the genes implicated in alcohol response is a key towards understanding the problem. Sixty-nine ethanol responsive genes were used in a detailed genome-wide examination to study their neuro-metabolomics. These genes displayed very close interactions among themselves with over 400 regulation events and 100 expression events contributing to 15 different cell processes including cell signaling, transport and proliferation. Acute ethanol produces a global effect on the neuro-metabolome. Ethanol alone was found to interact with over 1000 genes and cell events. The study revealed that the ethanol responsive genes directly regulate and are themselves regulated by the activity of other proteins and cell processes. We propose a pathway involving nine interacting ethanol responsive genes, which may determine differential ethanol effects in the brain in vivo.


Subject(s)
Central Nervous System , Ethanol/pharmacology , Gene Expression Regulation/drug effects , Animals , Central Nervous System/drug effects , Central Nervous System/physiology , Gene Expression Profiling , Genome , Humans , Mice
7.
Biochem Genet ; 40(11-12): 395-410, 2002 Dec.
Article in English | MEDLINE | ID: mdl-12463348

ABSTRACT

Strains of mice that differ in voluntary alcohol consumption (VAC) are valuable models for the identification of genes involved in the complex etiology of alcohol effects and alcoholism. These mice offer a novel approach to the identification of strain-specific ethanol responsive (SSER) genes in tissues directly involved in alcohol metabolism and preference. We assessed mRNA from the liver and brain from male mice representing C57BL/6J, BALB/c, A/J, and DBA/2J strains following ethanol treatment (chronic ethanol fed liquid diet for 14 days or acute i.p. injection at two doses; 4 g/kg or 8 g/kg), using an expression array containing 588 genes (Clontech #7741-1). The results have identified NADPH cytochrome P450 oxidoreductase, insulin-like growth factor binding protein-1, glutathione S-transferase Mu 1, and cathepsin L as ethanol responsive genes in the liver. Further, we have established that IkB-alpha and clusterin genes in the brain are ethanol responsive, but only at the lower dose of the ethanol challenge. Although a number of other genes showing subtle (<2X) differences across strains and treatment combinations were reproducible in repeated blots, they were not confirmed by still evolving independent technologies of gene specific mRNA quantitation. The results demonstrate that comparative expression studies are an efficient approach to discover interacting gene networks that underlie the etiology of complex phenotypes including response to alcohols.


Subject(s)
Alcohol Drinking/genetics , Brain/metabolism , Ethanol/metabolism , Gene Expression Regulation , Liver/metabolism , Alcohol Drinking/metabolism , Animals , Autoradiography , Ethanol/administration & dosage , Gene Expression Profiling , Injections , Male , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Inbred DBA , Oligonucleotide Array Sequence Analysis
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