Anaplastic lymphoma kinase (Alk) is a gene expressed in the nervous system that encodes a receptor tyrosine kinase commonly known for its oncogenic function in various human cancers. We have determined that Alk is associated with altered behavioral responses to ethanol in the fruit fly Drosophila melanogaster, in mice, and in humans. Mutant flies containing transposon insertions in dAlk demonstrate increased resistance to the sedating effect of ethanol. Database analyses revealed that Alk expression levels in the brains of recombinant inbred mice are negatively correlated with ethanol-induced ataxia and ethanol consumption. We therefore tested Alk gene knockout mice and found that they sedate longer in response to high doses of ethanol and consume more ethanol than wild-type mice. Finally, sequencing of human ALK led to the discovery of four polymorphisms associated with a low level of response to ethanol, an intermediate phenotype that is predictive of future alcohol use disorders (AUDs). These results suggest that Alk plays an evolutionary conserved role in ethanol-related behaviors. Moreover, ALK may be a novel candidate gene conferring risk for AUDs as well as a potential target for pharmacological intervention.
Citation: Lasek AW, Lim J, Kliethermes CL, Berger KH, Joslyn G, Brush G, et al. (2011) An Evolutionary Conserved Role for Anaplastic Lymphoma Kinase in Behavioral Responses to Ethanol. PLoS ONE 6(7): e22636. https://doi.org/10.1371/journal.pone.0022636
Editor: Efthimios M. C. Skoulakis, Alexander Flemming Biomedical Sciences Research Center, Greece
Received: December 13, 2010; Accepted: June 30, 2011; Published: July 22, 2011
Copyright: © 2011 Lasek et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: Funding was provided by the State of California for medical research on alcohol and substance abuse through the University of California San Francisco and the National Institutes of Health (NIAAA), through the Alcohol Center for Translational Genetics at the Ernest Gallo Clinic and Research Center. Additional funding was provided by National Institute on Alcohol Abuse and Alcoholism (AA16654-INIA). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Alcohol use disorders (AUDs) are a group of devastating conditions with serious health and social consequences. The World Health Organization estimates that 76.3 million people have an AUD and that each year the harmful use of alcohol kills 1.8 million people (WHO Global Status Report on Alcohol 2004). Genetic and environmental factors contribute to the development of AUDs. The heritability for alcohol dependence is approximately 0.5, indicating a strong genetic component for predisposition to this disease , . Several genes have been linked to alcohol dependence and behavioral responses to alcohol, including COMT, which is involved in catecholamine metabolism, ALDH2 and ADH1B, enzymes involved in alcohol metabolism, and several GABAA receptor subunits . However, the genetics of AUDs remain poorly understood and the predisposition to AUDs likely involves many genes. We have employed an invertebrate model organism, the fruit fly Drosophila melanogaster, to identify novel genes that modify the behavioral response to ethanol . This approach has been successfully used to identify candidate genes that regulate not only acute behavioral responses to ethanol but also alcohol consumption in mammals .
Here, we describe the identification of anaplastic lymphoma kinase (ALK) as a candidate gene for AUDs based on evidence from flies, mice, and humans. ALK is a receptor tyrosine kinase in the insulin receptor family that was first identified as an oncogenic chromosomal translocation in anaplastic large cell lymphoma . More recently, translocations and mutations in ALK have been associated with lung cancer  and neuroblastoma , , , , suggesting a key function for ALK in the development of several cancers. With regard to the nervous system, Drosophila Alk (dAlk) is important for axon targeting in the retina and synapse development at the neuromuscular junction , . In mice, Alk is expressed in the developing and adult nervous system ,  and inhibits hippocampal progenitor cell proliferation as well as depression-associated behaviors . One human study has shown an association of polymorphisms in ALK with schizophrenia in a Japanese population , suggesting that ALK potentially affects the development of psychiatric disorders.
We have identified dAlk as a transcript regulated by Drosophila LIM-domain only (dLMO) using gene expression microarrays. Previous studies implicated dLmo and the mammalian homologs Lmo3 and Lmo4 in behavioral responses to alcohol and cocaine , , . We therefore hypothesized that Alk function might also regulate behavioral responses to these drugs of abuse. Here, we provide data supporting this hypothesis using experimental approaches that test ethanol-related behaviors in flies, mice, and humans. We found that Alk regulates the acute sedating effect of ethanol in flies and mice as well as ethanol consumption in a binge-drinking model in mice. In humans, polymorphisms in ALK were found to be associated with a low level of response to alcohol in two measures, body sway and subjective high, two phenotypes that predict future AUDs , . Together, these data suggest that ALK is a candidate gene predisposing individuals to a higher risk for developing AUDs.
dAlk expression is regulated by dLmo and modulates ethanol-induced sedation in Drosophila
Recently we found that the Drosophila LIM-domain only (dLMO) transcriptional regulator controls sensitivity to ethanol-induced sedation . To identify novel transcriptional targets of dLMO that might mediate its effects on behavioral responses to ethanol, we performed gene expression microarray analysis of flies carrying either a dLmo loss-of-function mutant, EP1306 , or a gain-of-function mutant, BxJ , . We discovered 555 genes, out of 18,952 surveyed, whose expression was significantly altered in one or both of the dLmo mutants compared to control flies (Table S1). The 555 genes were clustered using the HOPACH algorithm , resulting in 7 clusters. Since the classically described function of dLmo is negative transcriptional regulation of genes , we focused on cluster 3, containing 43 transcripts exhibiting increased expression in the dLmo loss-of-function and decreased expression in the dLmo gain-of-function mutant. The gene encoding the fly homolog of anaplastic lymphoma kinase (dAlk), encoding a receptor tyrosine kinase in the insulin receptor superfamily, was a member of this cluster (Figure 1A). dAlk expression was decreased by 14% in BxJ flies and increased by 26% in EP1306 flies. We did not observe any changes in the expression of the dAlk ligand Jeb in the dLmo mutant flies, suggesting a specific effect on dAlk expression and not other members of this pathway (data not shown). To confirm the microarray results, we examined dAlk expression using quantitative real-time PCR (qPCR) in EP1306 and BxJ flies. dAlk expression was increased by 18% in the EP1306 flies, consistent with the microarray results (Figure 1B). However, we were unable to recapitulate the small decrease in dAlk expression in BxJ flies observed in the microarray study (data not shown). It is possible that levels of dLMO are sufficiently high such that an additional increase in the BxJ mutants would not significantly affect dAlk expression. ALK protein levels were also increased by 20% in the heads of EP1306 flies when examined by western blotting (Figure 1C), indicating that ALK protein levels changed with a similar magnitude as the transcript in the EP1306 mutant. We next examined dAlk RNA expression in flies carrying additional dLmo loss-of-function alleles, Hdp and Pdrm  and found that dAlk expression was indeed increased by ∼30% in the dLmo mutants compared to control flies (Figure 1D), also consistent with the expression data in the EP1306 mutant.
(A) Microarray analysis of dLmo gain-of-function (BxJ), loss-of-function (EP1306), and control flies (Ctl, w;iso). Three samples of RNA from fly heads of each genotype were hybridized to Affymetrix Drosophila 2.0 oligonucleotide microarray chips and subjected to HOPACH clustering after data processing and normalization. Shown is cluster 3, containing 43 genes showing an increase in dLmo gain-of-function and decrease in loss-of-function mutants. The position of dAlk in the cluster is indicated by an arrow. Green color indicates decreased expression and red increased expression (fold change) compared to the control. dAlk expression changes were significant by ANOVA (P = 0.015) (B) qPCR showing an 18% increase in dAlk expression in flies carrying the EP1306 allele. Total RNA was isolated from whole flies and cDNA synthesized for analysis by PCR. Expression of the dAlk transcript was normalized to the control transcript Rpl-32. (C) Increased ALK protein expression in EP1306 fly heads compared to control fly heads (Ctl) by western blotting. ImageJ quantification of the blots and normalization to α-tubulin protein levels indicated an overall 20% increase in ALK in EP1306 fly heads. (D) qPCR indicating increased dAlk expression in dLmo loss-of-function mutant flies Hdp and Pdrm. *P = 0.05 by ANOVA, n = 6–7 independent biological replicates.
We next examined whether dAlk might modulate the flies' sensitivity to ethanol-induced sedation. A Flybase search revealed two P-element insertions in Alk, f01491 (Exelixis Collection at the Harvard Medical School), located in a 5′ intron of the gene, and MB06458 (Bloomington Drosophila Stock Center), located in the 3′ untranslated region (Figure 2A). Homozygous flies carrying the f01491 insertion are not viable as adults and were therefore tested as heterozygotes. Flies carrying the MB06458 insertion are homozygous viable and appear normal. To determine whether the insertions affect dAlk protein levels, we examined protein lysates from whole flies on western blots using an antibody to dALK . Flies carrying the f01491 insertion showed a 76% reduction in dALK compared to wild-type controls (Figure 2B). We did not observe a change in dALK levels in flies carrying the MB06458 insertion (data not shown). We speculate that, since this is a weaker allele, the MB06458 insertion may affect Alk expression in a subtle or more restricted, tissue-specific manner. Flies transheterozygous for f01491and MB06458 were small and sickly and could therefore not be tested behaviorally; these data show, however, that the two P element insertions are allelic. We also crossed heterozygous flies carrying the Alk1 allele , which expresses a truncated protein and is an ALK functional null, with heterozygous f01491 mutant flies. We were unable to recover any transheterozygous Alk1/f01491 mutants, indicating a failure of these mutations to complement.
(A) Schematic of the Alk gene, showing the position of the f01491 and MB06458 P-element insertions. The boxes represent exons and connecting lines indicate introns. Shaded boxes illustrate the protein coding region. Arrow shows the direction of transcription. (B) Western blot showing reduced expression of dALK protein in heterozygous flies carrying the f01491 insertion. Blot was stripped and probed with antibody to α-tubulin to demonstrate equal loading of total protein. (C, D) Ethanol sedation curves and ST50 graphs (inset) of flies carrying the f01491 (C) and MB06458 (D) insertions, illustrating increased resistance of dAlk mutant flies to ethanol-induced sedation. Error bars, SEM, n = 8. P = 0.002 (f01491) and P = 0.008 (MB06458), ANOVA. (E) Ethanol sedation curves of flies carrying the f01491 insertion and elav-GAL4c155, showing rescue of f01491 ethanol sedation resistance phenotype by re-expressing dAlk in neurons of the mutant. (F) ST50 values for the ethanol sedation curves in (E). *P = 0.0018 by ANOVA.
We tested mutant flies for sensitivity to ethanol sedation using a modified loss-of-righting (LOR) assay and found that the f01491 and MB06458 insertions conferred increased resistance to ethanol sedation (Figure 2C, D). The time for 50% of the flies to become sedated (ST50) was calculated from the sedation curves by linear interpolation . Flies carrying the f01491 insertion sedated significantly later than control flies, with an ST50 of 11.5 min compared to 8.4 min (Figure 2C). Flies with the MB06458 insertion also exhibited significantly delayed sedation with an ST50 of 13.5 min compared to 10.5 min for the control line (Figure 2D). The effect on ethanol sedation in these lines was not due to a difference in pharmacokinetics, as controls and mutant flies absorbed the same amount of ethanol (Figure S1). We next examined whether re-expressing dAlk in neurons of f01491 mutant flies would rescue the ethanol sedation phenotype of the mutant. The f01491 mutant flies were crossed to flies carrying elav-GAL4c155 to drive neuronal expression of dAlk from the P-element insertion in the f01491 mutant, which contains UAS sites in the orientation appropriate for GAL4-dependent transcription. The transcript expressed from the f01491 insertion contains the entire protein-coding region of dAlk, since the P-element is located 5′ of the ORF (Figure 2A). f01491 flies carrying the elav-GAL4 transgene exhibited normal ethanol sensitivity implying a complete rescue of the behavioral phenotype (Figure 2E, F), and indicating that dAlk expression in neurons is sufficient for normal ethanol sedation sensitivity. These results suggest that the normal function of dAlk is to promote enhanced sensitivity to ethanol. The behavioral response of dAlk mutants to ethanol is consistent with the negative regulation of dAlk by dLMO, since we have found that the function of dLMO is to promote resistance to the sedating effect of ethanol .
Alk expression correlates with behavioral responses to ethanol in mice
We hypothesized that Alk may regulate behavioral responses to ethanol in mammals since the expression of murine Alk is negatively regulated by LMO4 (Lasek et al., submitted) and Lmo3 and Lmo4 play roles in regulating ethanol and cocaine-related behaviors in mice , . Using the databases available in GeneNetwork (www.genenetwork.org), we tested the genotype of BXD recombinant inbred (RI) strains at a polymorphic marker in the Alk locus, rs4137129, for associations with two types of measures: gene expression in specific brain regions and ethanol-related behaviors (see Materials and Methods for a description of the analysis). We identified three traits in BXD recombinant inbred mice that differed by genotype at the Alk locus and correlated with variation in Alk expression in at least one brain region. These traits were ethanol-induced ataxia  and two highly inter-correlated measures of ethanol drinking, preference and intake . The genetic influence on these traits is shown as a heat-map for chromosome 17 (Figure 3A), which also depicts the location of the Alk locus and apparent Alk cis-regulation of expression in two brain regions, the hippocampus and striatum. Alk expression in the hippocampus and striatum is higher in strains with the DBA/2J genotype at the Alk locus. Moreover, higher Alk expression in striatum strongly correlates with decreased ethanol intake (Figure 3B), whereas higher Alk expression in the hippocampus correlates with increased sensitivity to the ataxic effect of ethanol (Figure 3C). Together, these data suggest that Alk may be involved in behavioral responses to ethanol in mice.
(A) Heat map of mouse chromosome 17 (right panel) depicting correlations between ethanol-related traits (lanes 1–3), Alk expression in specific brain regions (lanes 4–10) and genotype at the Alk locus (lane 11). Legend for the heat map is shown on the left. Blue indicates that the C57BL/6J genotype at the locus is associated with increased expression of the trait, red indicates the same for DBA/2J genotype, and increased likelihood ratio statistic (LRS) is indicated by darker color. The red region surrounding the marker rs4137129 in the Alk locus (lane 11) is arbitrarily colored and indicates the extent of linkage disequilibrium. (B) Scatter plot depicting the correlation between Alk expression in the striatum and ethanol intake. Lower Alk expression was associated with increased ethanol intake. (C) Scatter plot depicting the correlation between hippocampal Alk expression and the latency to fall in seconds as a measure of ethanol-induced ataxia using the screen test. Lower Alk expression was correlated with increased latency to fall.
Alk regulates ethanol sedation in mice
To test directly whether Alk is involved in regulating behavioral responses to ethanol, we generated Alk knockout (AlkKO) mice by targeting exons 20–21, which encode the juxtamembrane and N-terminal portion of the tyrosine kinase domain (Figure S2). AlkKO mice are fertile, viable, and appear normal, consistent with an independently generated AlkKO line which targets exon 22 and results in a truncated transcript . We were also unable to discern any gross locomotor defects in the AlkKO mice, either under naïve conditions or in response to a saline injection (data not shown). We examined ALK protein expression in the striatum (specifically, nucleus accumbens) of our AlkKO mice and confirmed a loss of full-length ALK protein (Figure 4A), suggesting that we have generated a loss-of-function mutant similar to that described in Bilsland et al. . We next examined AlkKO mice for their behavioral response to ethanol in a loss of righting reflex (LORR) test. Male and female wild-type and homozygous AlkKO mice were tested at two sedating doses of ethanol, 3.6 and 4.0 g/kg. At each dose of ethanol, we observed significant effects of genotype, but no effects of sex or sex by genotype interactions. Since we observed no effect of sex, we combined the LORR data for male and female mice (Figure 4B). ANOVA of the combined data demonstrated that AlkKO mice show a significant increase in the amount of time to recover the righting reflex at both doses of ethanol. Heterozygous AlkKO mice were also tested and did not show a difference compared to wild-type controls (data not shown). To determine if the difference in the LORR recovery time was due to alterations in ethanol metabolism and clearance in the AlkKO mice, we examined blood ethanol concentrations (BEC) at various time points after an injection of 4.0 g/kg ethanol (Figure 4C). No differences in the BEC were observed between genotypes. These data indicate that Alk negatively regulates ethanol-induced sedation time without affecting ethanol metabolism and clearance in mice.
(A) Western blot indicating loss of full-length ALK protein in the striatum of AlkKO mice (−/−) compared to heterozygous AlkKO (+/−) and wild-type (+/+) mice. Blot was stripped and probed with antibody to GAPDH to indicate equal protein loading. (B) LORR in AlkKO and wild-type mice at 3.6 and 4.0 g/kg ethanol. Shown is the time to recovery from sedation. *3.6 g/kg, F1,24 = 10.54, P = 0.003; *4.0 g/kg, F1,28 = 8.98, P = 0.006. (C) Blood ethanol concentration in AlkKO mice after an injection of 4.0 g/kg ethanol indicating no difference compared to wild-type controls. Shown is the blood ethanol concentration (BEC) in mg% over time. Error bars, SEM.
Alk regulates ethanol intake in mice in a binge drinking model
Since Alk expression in the striatum is negatively correlated with ethanol intake across the BXD RI strains (Figure 3B), we hypothesized that AlkKO mice would consume more ethanol than control mice. We tested ethanol intake in a limited intermittent-access drinking in the dark paradigm adapted from Rhodes et al. , in which mice drink to intoxication. Male wild-type and homozygous AlkKO mice were examined for consumption of a 20% ethanol solution over a 4-hour period 3 times per week during the dark cycle, for a total of 8 sessions. We observed a significant effect of genotype and drinking session, but no genotype by session interaction. This analysis indicates that all mice escalated their intake of ethanol after repeated sessions and that AlkKO mice consumed more ethanol overall than wild-type controls under these conditions (Figure 5A). Heterozygous male AlkKO mice were also tested and did not show a significant difference in ethanol intake when compared to wild-type controls (data not shown). An advantage of testing mice in the dark phase under limited access conditions is that mice will drink to intoxication. To confirm that the AlkKO mice drank intoxicating levels of alcohol, we tested the BEC of mice immediately following the final drinking session. Mice had blood ethanol levels greater than 0.04% (Figure 5B). Moreover, the AlkKO mice reached BEC levels significantly higher (>0.08%) than wild-type controls. To determine whether loss of Alk function might generally affect fluid consumption, we tested AlkKO mice for water intake using the same conditions used for ethanol consumption. No differences were observed between wild-type controls and AlkKO mice (Figure 5C). In conclusion, Alk negatively regulates alcohol consumption in mice without affecting general fluid consumption, suggesting that the normal function of Alk may be to curb excessive alcohol intake.
(A) Ethanol consumption in wild-type (+/+) and homozygous mutant (−/−) AlkKO mice, expressed in g/kg over a 4-hour period for 8 drinking sessions in the dark. There was a significant effect of genotype (genotype: F1,119 = 7.71, P = 0.013; session:F7,119 = 10.19, P<0.001; genotype by session interaction: F7,119 = 1.12, P = 0.356). (B) Blood ethanol concentration (BEC, mg%) in wild-type and homozygous AlkKO mice after the final drinking in the dark session, indicating increased BEC in AlkKO mice. *P = 0.02. (C) Water consumption, expressed in g/kg over a 4-hour period for one drinking session in the dark, indicating no effect of genotype on general fluid intake. Error bars, SEM.
Polymorphisms in human ALK are associated with the level of response to ethanol
We next explored the sequence variation in human ALK to determine if polymorphisms in this gene may be correlated with alcohol responses in humans. We sequenced the entire coding sequence of ALK (29 exons) in 348 subjects, all of whom had their response to an oral alcohol challenge measured in a laboratory setting . After rapidly consuming approximately three drinks, the level of response (LR), representing each subject's reaction to alcohol, was measured every 30 minutes. Two LR tests were performed, motor coordination as measured by anterior/posterior body sway (BSA) and lateral body sway (BSL), and subjective “high” feeling using the Subjective High Assessment Scale (SHAS). All polymorphisms discovered through sequencing were then tested by regression for correlation between genotype and quantitative LR measures taken at 60 minutes post alcohol ingestion, the time-point when alcohol LR maximizes (see Materials and Methods for details).
Sequencing ALK in 348 subjects resulted in the discovery of 15 single nucleotide polymorphisms (SNPs). Nine of these SNPs were previously identified (dbSNP build 130) and the remaining 6 SNPs, all of which have a minor allele frequency (<1%), are newly discovered. For analysis, 7 SNPs with a minor allele frequency (MAF) of less than 1% were eliminated because markers with such a low MAF have essentially no power to detect association and would serve only to obscure potential associations with more informative markers if they are included in multiple test corrections.
The analysis uncovered 4 markers that are associated with at least one of the LR phenotypes at a nominal significance level (P<0.05). Two of these markers are associated with BSL with a false discovery rate (FDR) q-value of <0.05 (Table 1). Because of linkage disequilibrium among these markers (data not shown) it is likely that the different markers are not uncovering independent associations; rather, the data are consistent with a single genetic factor affecting alcohol LR that is in linkage disequilibrium with all four SNPs. We next explored in more detail the genotypic effect of one SNP, rs17007646, on two LR phenotypes, BSL and SHAS. Subjects heterozygous and homozygous for the minor allele at rs17007646 demonstrated reduced BSL in response to alcohol when compared to the major allele (Figure 6A). Similarly, subjects homozygous for the minor allele at rs17007646 reported a lower SHAS score than subjects homozygous for the major allele (Figure 6B). These data suggest that the minor allele at rs17007646 is associated with decreased sensitivity to alcohol in two behavioral measures, body sway and subjective high.
(A) Body sway in the lateral direction (BSL) in cm/min as a function of genotype, indicating decreased BSL in response to alcohol in heterozygous individuals and individuals homozygous for the minor allele. (B) Subjective High Assessment Scale (SHAS) score in response to an alcohol challenge as a function of genotype. Individuals homozygous for the minor allele report a lower SHAS score. Shown are the group means. Error bars, SEM. Hom1, subjects homozygous for the major allele; Het, heterozygous subjects; Hom2, subjects homozygous for the minor allele.
The evidence presented here indicates that Alk contributes to behavioral responses to ethanol in invertebrates and mammals, including humans. Moreover, we found that dAlk expression is regulated by dLMO. LMO proteins are transcriptional regulators that function to repress or activate transcription through interactions with DNA binding proteins . dLMO appears to repress dAlk expression, since dAlk increases in dLmo loss-of-function mutants. The ethanol sedation phenotype of dLmo and dAlk mutants is consistent with a negative regulatory role of dLMO on dAlk expression. The dLmo EP1306 mutant, in which dAlk expression is increased, showed increased sensitivity to ethanol sedation , whereas the dAlk f01491 mutant, with decreased dAlk expression, was resistant to ethanol sedation. These data define a novel regulatory pathway involved in ethanol-induced sedation in Drosophila melanogaster.
We observed phenotypic similarities between flies, mice, and humans in the acute response to alcohol as a function of genotype at the Alk locus. In the fruit fly, hypomorphic alleles of dAlk caused resistance to the motor incoordinating and sedating effects of ethanol. In mice, a polymorphism in Alk that is associated with low expression in the hippocampus also correlates with resistance to ethanol-induced ataxia. In humans, SNPs in ALK are associated with resistance to ethanol-induced ataxia as measured by body sway in response to an alcohol challenge. Insofar as motor-incoordinating behaviors related to ethanol can be compared between species, these results suggest that reduced Alk expression and/or function may result in resistance to the ataxic effect of ethanol. Interestingly, we found that AlkKO mice spent more time sedated in response to ethanol, suggesting that complete loss of Alk function leads to increased sensitivity to ethanol in this particular behavioral measure. The LORR test measures the length of time mice spend sedated and does not correlate with ethanol-induced ataxia in different strains of inbred mice . Our data suggests that Alk differentially regulates ethanol-induced ataxia and LORR in mice. It is also possible that developmental compensation occurs in the Alk null mutant to alter sedation time in the LORR test; alternatively, this effect may be due to a brain-region specific defect not uncovered in BXD mice.
In addition to a role for Alk in the acute response to ethanol, we found that Alk regulates ethanol consumption in mice. Not only does reduced Alk expression in the striatum of BXD recombinant inbred mice correlate with increased ethanol intake in a two-bottle choice protocol, but global loss of ALK function (in AlkKO mice) leads to increased ethanol consumption in a limited-access binge drinking paradigm. We hypothesize that reduced ALK expression or function in humans (perhaps in individuals carrying minor alleles) might lead to increased ethanol consumption. Although not directly addressed in the current studies, low LR to ethanol in humans is correlated with increased risk for developing AUDs , . We found 4 SNPs in ALK, all in linkage disequilibrium, that are associated with a low LR to ethanol in at least one of two behavioral measures, subjective high assessment and body sway, suggesting that ALK expression or function may be involved in the LR to ethanol and future development of AUDs. Only one of these SNPs, rs1881421, results in an amino acid change (Asp 1529 to Glu) located in the C-terminal region of the protein. This amino acid is not conserved between flies, mice, and humans and its role in ALK protein function is unknown. Determining the causative mutation(s) in ALK that may be involved in the decreased LR to ethanol is an area for future investigation.
How might signaling through ALK regulate behavioral responses to ethanol? In flies and mammalian cells in culture, ALK is known to activate the MAPK/ERK pathway , , , , , , . We previously demonstrated that increased ERK signaling, through the receptor tyrosine kinase EGFR, in Drosophila neurons results in resistance to ethanol-induced sedation . If ALK similarly stimulates ERK phosphorylation, then one would predict that loss of dAlk function would lead to decreased ERK phosphorylation and increased sensitivity to ethanol-induced sedation. However, the results described here indicate that reducing ALK levels instead leads to increased resistance to the sedating effect of ethanol in Drosophila. In an attempt to discern whether ERK phosphorylation is altered with loss of ALK function, we examined ERK phosphorylation in the heads of mutant f01491 flies by western blotting. We did not observe any changes in ERK under these conditions (AWL, CLK and UH, unpublished results). It is possible that levels of phosphorylated ERK are altered in a subset of neurons in the brain that we could not detect with western blotting of whole heads, or that changes in ERK phosphorylation are too subtle to detect by western blotting. Alternatively, ethanol treatment may be required to determine if ERK phosphorylation is altered in dAlk mutants. Another hypothesis is that dAlk may signal through a different pathway, such as JAK/STAT or PI3K to affect ethanol-induced sedation in Drosophila .
In a related experiment in mice, we examined levels of phosphorylated MEK, an upstream activator of ERK, in the striatum of ethanol-naïve AlkKO mice. Interestingly, we found a 41% increase in MEK phosphorylation in this brain region (Figure S3). Increased expression of genes in the ERK pathway has been demonstrated in mouse lines selectively bred for high ethanol-preference . Our data in the AlkKO mice might suggest that increased ERK signaling could be responsible for the increased ethanol consumption in these mice. Whether ALK normally inhibits ERK activation in the striatum, or whether increased MEK phosphorylation is due to compensatory changes in the AlkKO mice is a subject for future investigation. Our data, combined with the findings in ethanol-preferring mice, suggest that treatment with MEK inhibitors might be a potential therapeutic strategy for excessive ethanol consumption and AUDs. Faccidomo et al. tested the MEK inhibitor SL 327 for ethanol self-administration in C57BL/6 mice and observed a biphasic response to MEK inhibition . Low doses increased operant responding for ethanol, while high doses decreased responding. Ethanol induces c-fos expression, an effect that is suppressed in alcohol-dependent animals . This suppression is alleviated by the MEK inhibitor UO126 only in dependent animals, suggesting a complicated relationship between MEK activity and alcohol dependence.
Interestingly, the ALK marker rs1881421 in humans, which appears to be associated with body sway in response to an alcohol challenge (Table 1), is also associated with schizophrenia in a Japanese population , implicating ALK in other neuropsychiatric diseases beyond AUDs. In addition, we have discovered that Alk regulates behavioral responses to cocaine in mice (Lasek et al., submitted); Alk may therefore regulate behavioral responses to multiple drugs of abuse. Future studies will focus on the neural and molecular mechanisms of Alk function in order to gain a greater understanding of its role in AUDs and other neuropsychiatric disorders.
Materials and Methods
Human subjects that had DNA re-sequenced were part of the San Diego Sibling Pair Investigation , , who underwent written informed consent procedures as approved by the University of California, San Diego Human Subjects Protections Committee. All animal protocols were in strict accordance with the recommendations in the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health and approved by the Ernest Gallo Clinic and Research Center Institutional Animal Care and Use Committee (approval number 09.11.198). The Gallo Center is accredited by the Association for Assessment and Accreditation of Laboratory Animal Care (AAALAC) International.
Drosophila Culture and Strains
All flies were maintained on standard cornmeal and molasses agar food at 25°C and 70% humidity. The BxJ mutant has been described previously . The dLmo loss-of-function mutants EP1306, Hdp[R26] and Pdrm[5–73] have been described previously . Lines were out-crossed for at least five generations to a w1118 stock isogenic for Chromosomes II and III; these “w; iso” flies served as the genetic background control for quantitative PCR and microarray experiments. The dAlk P-element insertion mutant MB06458 was obtained from the Bloomington Drosophila Stock Center (Bloomington, IN, USA) and f01491 was obtained from the Exelixis Collection at the Harvard Medical School. The presence of each insertion in the Alk locus was confirmed by PCR. Lines were outcrossed for at least 5 generations to white Berlin (f01491) or 2202U (MB06458). The white Berlin and 2202U strains served as genetic background controls for the corresponding mutant lines in behavioral assays. All experiments used adult male flies which were collected 2–4 days following eclosion.
Gene Expression Microarrays
All microarray data are MIAME compliant. Raw data has been deposited in NCBI's Gene Expression Omnibus and are accessible through GEO Series accession number GSE25988. RNA was isolated from 3 groups of 200 fly heads from each genotype and hybridized to Affymetrix Drosophila 2.0 oligonucleotide microarray chips at the Partners HealthCare Center for Personalized Genetic Medicine Microarray Facility (Harvard University). Microarray data was processed and analyzed as described in Kong et al. . Genes were selected as differentially expressed by pairwise t-tests between the w;iso control, the BxJ, and the EP1306 mutants with a cutoff of P<0.05 following normalization and subtraction of the averaged w;iso control. The 555 genes that were chosen for clustering were then further selected by ANOVA with a P<0.05. Clustering was performed using the HOPACH (Hierarchical Ordered Partitioning and Collapsing Hybrid) algorithm .
Real-time Quantitative PCR
Total RNA isolation from whole flies using TRIzol® (Life Technologies, Carlsbad, CA USA), cDNA synthesis, and real-time quantitative PCR were performed as described in Corl et al.. RNA was isolated from 6–7 independent biological replicates of flies. Pre-designed 20× TaqMan® probe and primer mixes targeting Alk (Dm01797078_g1) and the ribosomal protein control transcript RpL32 (Dm02151827_g1) were purchased from Life Technologies. Data was normalized using the standard curve method and assessed for statistical significance using ANOVA.
Drosophila Behavioral Assays
Ethanol sedation assays were performed essentially as previously described , . Samples of 25–30 male flies were allowed to equilibrate for ∼10 min to humidified air in the booz-o-mat apparatus  before starting exposure to a 100∶50 mixture of ethanol vapor∶humidified air (100∶50 E∶A). Ethanol exposure commenced at 0 min of the assay and was continuous thereafter. At 2-min intervals, each tube of flies (8 tubes per assay) was twirled and the number of flies that appeared unable to right themselves was scored by an experimenter blinded to sample identity. Typical assay duration was 30 min.
AlkKO mice were backcrossed to C57BL/6J for 4 generations prior to behavioral testing. Heterozygous mice were intercrossed to generate wild-type and homozygous littermates for behavioral tests. Animals were group housed, unless they were tested for ethanol consumption, at which point they were singly-housed for two weeks prior to testing ethanol intake. Food and water were provided at all times and animals were on a 12 hour light-dark cycle.
Generation of Alk knockout mice
An EcoRI fragment of the mouse Alk genomic DNA locus was used to prepare the Alk targeting construct, in which the two exons encoding the juxtamembrane domain and N-terminal portion of the kinase domain of Alk (exons 20 and 21, respectively) were replaced by a neomycin expression cassette. An EcoRI site was introduced into the targeted locus by the neomycin cassette to facilitate subsequent genotyping of targeted ES cells and mice. A herpes simplex virus–thymidine kinase gene cassette to enable negative ES cell selection with ganciclovir was inserted in the 5′ end of the Alk-neomycin construct. Electroporation of the linearized Alk targeting vector into E14 ES cells was done as described , . Correctly targeted ES cell clones with normal karyotypes were injected into C57BL/6 blastocysts to generate chimeric mice for subsequent breeding to obtain germline transmission. Mice were genotyped by Southern blot analysis or PCR. AlkKO mice were genotyped by PCR using primers to Alk and the neomycin resistance gene (Primers, 5′-3′: Alk forward, ACCCCCTCACAGCGGACACCTATC; Alk reverse, TGGGGACAGGGGCAGATGATTGAC; Neomycin forward, ATCTCCTGTCATCTCACCTTGCTC; Neomycin reverse, GTAAAGCACGAGGAAGCGGTCAGC). Figure S2 shows a representative PCR genotyping.
For western blots on whole flies or fly heads, approximately 30 frozen flies or 100 heads were homogenized in 1 mL of RIPA buffer (10 mM Tris, pH 7.5, 150 mM NaCl, 1 mM EDTA, 1% nonidet P-40, 0.5% sodium deoxycholate, and 1% SDS) containing freshly added protease inhibitors (aprotinin, pepstatin, and phenylmethanesulfonyl fluoride). After homogenization, lysates incubated on ice for 1 hr, and were centrifuged at 4°C for 10 min. The supernatant was removed and treated for electrophoresis as described below. For western blots on mouse brain, punches of fresh nucleus accumbens tissue were frozen in liquid nitrogen. Tissue was thawed on ice and homogenized in 50 µL of RIPA buffer containing freshly added complete mini protease inhibitor tablet (Thermo Fisher Scientific, Asheville, NC). After clarifying lysates by centrifugation, a BCA protein assay (Thermo Fisher Scientific) was performed on samples. 4× LDS buffer (Life Technologies) containing β-mercaptoethanol was added to 20 µg of lysate. Samples were subjected to electrophoresis and western blotting using the NuPAGE® Novex® Tris-Acetate mini gels (Life Technologies) and the ECL Plus western blotting detection system (GE Healthcare, Piscataway, NJ) according to manufacturer's instructions. Western blots were probed with ALK-c antibody (for mouse ALK, ab650, Abcam, Cambridge, MA) diluted 1∶500 in 5% bovine serum albumin or with Drosophila ALK rabbit antibody  diluted 1∶5000 in 5% milk. Blots were probed with HRP-conjugated secondary antibodies (rabbit or mouse, GE Healthcare) diluted 1∶5000, then stripped using Restore Plus™ Western blot stripping buffer and re-probed with an antibody to GAPDH or Tubulin (Thermo Fisher Scientific).
Loss of the Righting Reflex (LORR)
Male and female wild-type and homozygous AlkKO mice, aged 2–6 months were injected i.p. with 20% ethanol in saline (v/v) at a dose of 3.6 g/kg. After injection, each mouse was placed on its back and tested for the ability to right itself. The mouse was determined to have lost the righting reflex if it could not right itself 3 times within 30 sec. and regained the righting reflex if it could fully right itself 3 times within 30 sec. The duration of the loss of righting reflex was calculated as the difference between the time when the reflex was lost and when it was regained. One week after the first test, mice were tested again at a dose of 4 g/kg ethanol. Data were analyzed for statistical significance using ANOVA.
Measurement of Blood Ethanol Concentration
Blood ethanol concentration (BEC) was measured in the same group of mice used in the LORR experiment three weeks after the final LORR test. Mice were injected with 4.0 g/kg of ethanol i.p. and 20 µL of blood was obtained via tail vein puncture at 10, 30, 60, 90, 120, and 180 min post-injection. Blood samples were stored at -80°C until BECs were determined using an NAD-ADH enzymatic assay . BECs were also measured immediately after the 8th session of the limited intermittent-access drinking experiment.
Limited intermittent-access drinking in the dark
The intermittent-access drinking protocol was adapted from Rhodes et al. . Ethanol-naive mice were singly housed in single grommet cages in a reverse light-dark cycle room (lights off from 10 a.m. to 10 p.m.) and allowed to acclimate for two weeks prior to the study. Following acclimation, home cage water bottles were replaced with a single bottle of 20% v/v ethanol in water at noon for 4 hours on Monday, Wednesday, and Friday, for a total of 8 ethanol sessions. Bottles were weighed before and after each session and mice were weighed once a week. Baseline water consumption was measured one day before the beginning of ethanol access by weighing a water bottle before and after a 4 hour session. Mice had ad libitum access to water when ethanol was not present. Ethanol consumption (g ethanol/kg mouse/4 hrs) was calculated as the difference between bottle weight before and after drinking sessions. Drinking volumes were corrected for spillage by subtracting weight lost from two control bottles of 20% ethanol placed on empty cages for the duration of the sessions. Data were analyzed for statistical significance by 2-way RM ANOVA.
GeneNetwork methods and statistics
To examine whether Alk might be involved in the expression of ethanol-related behaviors, complementary database approaches similar to those described in Lu et al. were employed . First, the genotypes of the BXD recombinant inbred (RI) strains at a marker in the Alk locus, rs4137129, were tested for associations with ethanol-related behaviors in GeneNetwork (www.genenetwork.org). Genotypic differences in the expression of the behavior were considered significant at P<0.05 by uncorrected t-tests for the comparison of C57BL/6J and DBA/2J genotype. Second, variation in Alk expression in multiple brain regions, including the whole brain , cerebellum, hippocampus , neocortex , nucleus accumbens, prefrontal cortex, and striatum, was examined for correlations with RI strain means for all of the available behaviors in GeneNetwork. We used a cutoff of |r|≥0.5 to identify potentially meaningful correlations between Alk expression and behavior. The traits identified by both techniques were then combined, resulting in a list of traits that differed as a function of genotype at the Alk locus and were associated with variation in Alk expression in at least one brain region.
Human subjects and testing protocol
Recruited subjects met the following criteria: ages 18–29; had previously consumed alcohol but did not meet dependence criteria; had at least one parent with repetitive alcohol-related life problems who met the criteria for alcohol dependence using the Diagnostic and Statistical Manual of the American Psychiatric Association, 4th edition (DSM IV); and were part of a family where at least two siblings met the same criteria (although incomplete recruitment did yield many single sibling families). Recruited siblings were given an alcohol challenge by consuming a 20% v/v solution of 0.75 ml/kg of ethanol (0.6 g/kg for women, and 0.9 g/kg for men) within an 8-minute period. Doses were chosen to produce similar blood alcohol concentrations among individuals. At baseline, 15 min, 30 min, and every half hour after consuming the alcohol, subjects filled out the Subjective High Assessment Scale (SHAS) indicating their feelings of intoxication on 13 items, each rated on a 36-point scale indicating perceived subjective changes from baseline. Subjects were also tested for motor coordination by quantifying body sway over a 1 minute period (BSA-body sway anterior/posterior and BSL-body sway lateral).
Genetic association analysis
In this analysis, the SHAS and BS scores at the time of peak alcohol effect (60 min) were used. 348 subjects were genotyped and tested for association. The subjects comprise 179 independent families: 34 single sibling families; 115 two sibling families; 21 three sibling families; 4 four sibling families. Phenotypes were corrected for non-normality using the Box-Cox transformation and scaled to mean = 0 and SD = 1. The tests of association were performed in R with the lmekin function of the kinship package. This function provides a linear mixed effects model whereby the genetic relatedness among individuals (based on the kinship coefficient) is incorporated into the covariance structure of the random effects. The fixed effect is used for the tests of association and adjustments for covariates. It included the covariate sex plus the test SNP (a factor of genotypes). Two contrasts were examined, each with the Wald test: the major homozygote (Hom1) against the heterozygote (Het); and the major homozygote against the minor homozygote (Hom2). Statistical tests were reduced by only testing markers with an MAF>1% and eliminating the Hom2 against the Het as the power of these tests is very low due to small numbers in one of the genotype classes. FDR q-values were calculated using the method of Storey and Tibshirani .
DNA was extracted from blood specimens within 5 days of collection. DNA was extracted using Gentra Puregene reagents and protocols (Qiagen, Valencia, CA USA). Extracted DNA was quantified using the Pico Green method (Life Technologies) and all stocks were normalized to a common concentration for sequencing assays.
Human genomic re-sequencing and genotyping
All SNP discovery and genotyping was performed using fluorescent Sanger sequencing of PCR templates generated directly from a subject's genomic DNA. Primers flanking the ALK exons were used to directly isolate sequencing template from genomic DNA. Sequencing/genotyping was performed by fluorescent Sanger chemistry as implemented by Applied Biosystems (Life Technologies) directly applied to the PCR amplified ALK exons. The sequences generated were analyzed for the presence of SNPs and genotyped using the software package Mutation Surveyor from SoftGenetics LLC (State College, PA, USA). To maximize sensitivity and accuracy, all analysis was performed on both strands and all heterozygote calls were verified by human inspection.
Flies carrying the MB06458 insertion do not show altered ethanol absorption. For each sample, 25 male control and MB06458 flies were exposed for 15 min to ethanol at a dose of 100∶50 (ethanol vapor∶air) and immediately frozen. Ethanol concentration was measured using a NAD∶ADH enzymatic assay on homogenized flies. Shown is the % ethanol concentration obtained in each group of flies. Error bars, SEM, n = 5.
Generation of AlkKO mice. (A) Scheme for generating AlkKO mice. An EcoRI fragment of the Alk genomic DNA locus was used to develop the Alk targeting vector, in which the exons coding for juxtamembrane domain of the ALK protein and the ATP binding pocket of the kinase domain, and their flanking sequences were replaced by a neo expression cassette. An EcoRI site was introduced into the targeted locus by the neo cassette. A herpes simplex virus–thymidine kinase gene cassette mediating negative ES cell selection with ganciclovir was inserted in the 5′ end of the Alk-neo construct. Correctly targeted ES cell clones with normal karyotypes were injected into blastocysts to generate chimeric mice for subsequent breeding to obtain germline transmission. Letters indicate restriction enzyme sites (B) Example of PCR genotyping of the AlkKO mice. Shown is a representative agarose gel illustrating PCR product. Mice were genotyped using primers to Alk at the neo insertion site to determine the presence or absence of the wild-type allele and to neo to determine the presence or absence of the insertion (NEO). The genotype (+/+, +/−, −/−) based on the PCR is indicated above the gel, with a negative control (no template DNA) for PCR and the 100 bp molecular weight marker on the right side of the gel. Note the presence of a single PCR product indicates either wild-type (+/+) or homozygote (−/−), while the presence of both Alk and NEO PCR products indicates a heterozygote (+/−).
Increased MEK phosphorylation in the striatum of AlkKO mice. Striatum was dissected from the brains of adult male mice and analyzed using the PathScan® Phospho-MEK1 and Total MEK1 Sandwich ELISA kits from Cell Signaling Technology. Shown is the ratio of phosphorylated MEK to total MEK (pMEK/MEK) in wild-type (+/+) and AlkKO (−/−) mice. *P = 0.005 by Student's t-test, n = 5–7.
Transcripts showing significantly altered expression in dLmo mutants EP1306 and BxJ. Columns (from left to right) indicate the Affymetrix probe set identifier, the gene symbol, the FlyBase annotation, the cluster number from HOPACH clustering, the mean expression value of the transcript (normalized to expression in control w;iso flies and expressed as log2) in flies carrying the BxJ and EP1306 mutations, and the ANOVA p-value.
We would like to thank Stacy Taylor for re-deriving the AlkKO mice from embryos, Francesco Giorgetti for assistance with qPCR and mouse genotyping, Lorien Hollfelder for preparing RNA for microarray analysis, Mimi Zou for assisting mouse blood collection, and Fred Wolf for help with the microarray figure and analysis. We would also like to thank Andrew Lee and Chris Walker for DNA sequencing. Special thanks to Ruth Palmer for the gift of Drosophila ALK antibody and Joe Weiss for the Alk1 mutant flies.
Conceived and designed the experiments: AWL CLK KHB UH GJ MSM MR. Performed the experiments: AWL JL CLK KHB MR. Analyzed the data: AWL JL CLK KHB GJ GB MR MSM KV RLW UH. Contributed reagents/materials/analysis tools: LX SWM MAS. Wrote the paper: AWL CLK GJ UH.
- 1. Goldman D, Oroszi G, Ducci F (2005) The genetics of addictions: uncovering the genes. Nat Rev Genet 6: 521–532.
- 2. Mayfield RD, Harris RA, Schuckit MA (2008) Genetic factors influencing alcohol dependence. Br J Pharmacol 154: 275–287.
- 3. Ducci F, Goldman D (2008) Genetic approaches to addiction: genes and alcohol. Addiction 103: 1414–1428.
- 4. Wolf FW, Rodan AR, Tsai LT, Heberlein U (2002) High-resolution analysis of ethanol-induced locomotor stimulation in Drosophila. J Neurosci 22: 11035–11044.
- 5. Corl AB, Berger KH, Ophir-Shohat G, Gesch J, Simms JA, et al. (2009) Happyhour, a Ste20 family kinase, implicates EGFR signaling in ethanol-induced behaviors. Cell 137: 949–960.
- 6. Morris SW, Kirstein MN, Valentine MB, Dittmer KG, Shapiro DN, et al. (1994) Fusion of a kinase gene, ALK, to a nucleolar protein gene, NPM, in non-Hodgkin's lymphoma. Science 263: 1281–1284.
- 7. Soda M, Choi YL, Enomoto M, Takada S, Yamashita Y, et al. (2007) Identification of the transforming EML4-ALK fusion gene in non-small-cell lung cancer. Nature 448: 561–566.
- 8. Chen Y, Takita J, Choi YL, Kato M, Ohira M, et al. (2008) Oncogenic mutations of ALK kinase in neuroblastoma. Nature 455: 971–974.
- 9. George RE, Sanda T, Hanna M, Frohling S, Luther W 2nd, et al. (2008) Activating mutations in ALK provide a therapeutic target in neuroblastoma. Nature 455: 975–978.
- 10. Janoueix-Lerosey I, Lequin D, Brugieres L, Ribeiro A, de Pontual L, et al. (2008) Somatic and germline activating mutations of the ALK kinase receptor in neuroblastoma. Nature 455: 967–970.
- 11. Mosse YP, Laudenslager M, Longo L, Cole KA, Wood A, et al. (2008) Identification of ALK as a major familial neuroblastoma predisposition gene. Nature.
- 12. Bazigou E, Apitz H, Johansson J, Loren CE, Hirst EM, et al. (2007) Anterograde Jelly belly and Alk receptor tyrosine kinase signaling mediates retinal axon targeting in Drosophila. Cell 128: 961–975.
- 13. Rohrbough J, Broadie K (2010) Anterograde Jelly belly ligand to Alk receptor signaling at developing synapses is regulated by Mind the gap. Development 137: 3523–3533.
- 14. Iwahara T, Fujimoto J, Wen D, Cupples R, Bucay N, et al. (1997) Molecular characterization of ALK, a receptor tyrosine kinase expressed specifically in the nervous system. Oncogene 14: 439–449.
- 15. Vernersson E, Khoo NK, Henriksson ML, Roos G, Palmer RH, et al. (2006) Characterization of the expression of the ALK receptor tyrosine kinase in mice. Gene Expr Patterns 6: 448–461.
- 16. Bilsland JG, Wheeldon A, Mead A, Znamenskiy P, Almond S, et al. (2008) Behavioral and neurochemical alterations in mice deficient in anaplastic lymphoma kinase suggest therapeutic potential for psychiatric indications. Neuropsychopharmacology 33: 685–700.
- 17. Kunugi H, Hashimoto R, Okada T, Hori H, Nakabayashi T, et al. (2006) Possible association between nonsynonymous polymorphisms of the anaplastic lymphoma kinase (ALK) gene and schizophrenia in a Japanese population. J Neural Transm 113: 1569–1573.
- 18. Tsai LT, Bainton RJ, Blau J, Heberlein U (2004) Lmo mutants reveal a novel role for circadian pacemaker neurons in cocaine-induced behaviors. PLoS Biol 2: e408.
- 19. Lasek AW, Kapfhamer D, Kharazia V, Gesch J, Giorgetti F, et al. (2010) Lmo4 in the nucleus accumbens regulates cocaine sensitivity. Genes Brain Behav 9: 817–824.
- 20. Lasek AW, Giorgetti F, Berger KH, Taylor S, Heberlein U (2011) Lmo genes regulate behavioral responses to ethanol in Drosophila melanogaster and the mouse. Alcoholism: Clinical and Experimental Research. In Press.
- 21. Schuckit MA (1991) A 10-year follow-up of sons of alcoholics: preliminary results. Alcohol Alcohol Suppl 1147–149.
- 22. Schuckit MA, Smith TL, Kalmijn J, Tsuang J, Hesselbrock V, et al. (2000) Response to alcohol in daughters of alcoholics: a pilot study and a comparison with sons of alcoholics. Alcohol Alcohol 35: 242–248.
- 23. Milan M, Diaz-Benjumea FJ, Cohen SM (1998) Beadex encodes an LMO protein that regulates Apterous LIM-homeodomain activity in Drosophila wing development: a model for LMO oncogene function. Genes Dev 12: 2912–2920.
- 24. Shoresh M, Orgad S, Shmueli O, Werczberger R, Gelbaum D, et al. (1998) Overexpression Beadex mutations and loss-of-function heldup-a mutations in Drosophila affect the 3′ regulatory and coding components, respectively, of the Dlmo gene. Genetics 150: 283–299.
- 25. Salomonis N, Cotte N, Zambon AC, Pollard KS, Vranizan K, et al. (2005) Identifying genetic networks underlying myometrial transition to labor. Genome Biol 6: R12.
- 26. Retaux S, Bachy I (2002) A short history of LIM domains (1993–2002): from protein interaction to degradation. Mol Neurobiol 26: 269–281.
- 27. Loren CE, Englund C, Grabbe C, Hallberg B, Hunter T, et al. (2003) A crucial role for the Anaplastic lymphoma kinase receptor tyrosine kinase in gut development in Drosophila melanogaster. EMBO Rep 4: 781–786.
- 28. Browman KE, Crabbe JC (2000) Quantitative trait loci affecting ethanol sensitivity in BXD recombinant inbred mice. Alcohol Clin Exp Res 24: 17–23.
- 29. Gill K, Liu Y, Deitrich RA (1996) Voluntary alcohol consumption in BXD recombinant inbred mice: relationship to alcohol metabolism. Alcohol Clin Exp Res 20: 185–190.
- 30. Rhodes JS, Best K, Belknap JK, Finn DA, Crabbe JC (2005) Evaluation of a simple model of ethanol drinking to intoxication in C57BL/6J mice. Physiol Behav 84: 53–63.
- 31. Wilhelmsen KC, Schuckit M, Smith TL, Lee JV, Segall SK, et al. (2003) The search for genes related to a low-level response to alcohol determined by alcohol challenges. Alcohol Clin Exp Res 27: 1041–1047.
- 32. Crabbe JC, Metten P, Cameron AJ, Wahlsten D (2005) An analysis of the genetics of alcohol intoxication in inbred mice. Neurosci Biobehav Rev 28: 785–802.
- 33. Heath AC, Madden PA, Bucholz KK, Dinwiddie SH, Slutske WS, et al. (1999) Genetic differences in alcohol sensitivity and the inheritance of alcoholism risk. Psychol Med 29: 1069–1081.
- 34. Englund C, Loren CE, Grabbe C, Varshney GK, Deleuil F, et al. (2003) Jeb signals through the Alk receptor tyrosine kinase to drive visceral muscle fusion. Nature 425: 512–516.
- 35. Gouzi JY, Moog-Lutz C, Vigny M, Brunet-de Carvalho N (2005) Role of the subcellular localization of ALK tyrosine kinase domain in neuronal differentiation of PC12 cells. J Cell Sci 118: 5811–5823.
- 36. Loren CE, Scully A, Grabbe C, Edeen PT, Thomas J, et al. (2001) Identification and characterization of DAlk: a novel Drosophila melanogaster RTK which drives ERK activation in vivo. Genes Cells 6: 531–544.
- 37. Moog-Lutz C, Degoutin J, Gouzi JY, Frobert Y, Brunet-de Carvalho N, et al. (2005) Activation and inhibition of anaplastic lymphoma kinase receptor tyrosine kinase by monoclonal antibodies and absence of agonist activity of pleiotrophin. J Biol Chem 280: 26039–26048.
- 38. Motegi A, Fujimoto J, Kotani M, Sakuraba H, Yamamoto T (2004) ALK receptor tyrosine kinase promotes cell growth and neurite outgrowth. J Cell Sci 117: 3319–3329.
- 39. Souttou B, Carvalho NB, Raulais D, Vigny M (2001) Activation of anaplastic lymphoma kinase receptor tyrosine kinase induces neuronal differentiation through the mitogen-activated protein kinase pathway. J Biol Chem 276: 9526–9531.
- 40. Palmer RH, Vernersson E, Grabbe C, Hallberg B (2009) Anaplastic lymphoma kinase: signalling in development and disease. Biochem J 420: 345–361.
- 41. Mulligan MK, Ponomarev I, Hitzemann RJ, Belknap JK, Tabakoff B, et al. (2006) Toward understanding the genetics of alcohol drinking through transcriptome meta-analysis. Proc Natl Acad Sci U S A 103: 6368–6373.
- 42. Faccidomo S, Besheer J, Stanford PC, Hodge CW (2009) Increased operant responding for ethanol in male C57BL/6J mice: specific regulation by the ERK1/2, but not JNK, MAP kinase pathway. Psychopharmacology (Berl) 204: 135–147.
- 43. Hansson AC, Rimondini R, Neznanova O, Sommer WH, Heilig M (2008) Neuroplasticity in brain reward circuitry following a history of ethanol dependence. Eur J Neurosci 27: 1912–1922.
- 44. Schuckit MA, Wilhelmsen K, Smith TL, Feiler HS, Lind P, et al. (2005) Autosomal linkage analysis for the level of response to alcohol. Alcohol Clin Exp Res 29: 1976–1982.
- 45. Kong EC, Allouche L, Chapot PA, Vranizan K, Moore MS, et al. (2010) Ethanol-regulated genes that contribute to ethanol sensitivity and rapid tolerance in Drosophila. Alcohol Clin Exp Res 34: 302–316.
- 46. Rothenfluh A, Threlkeld RJ, Bainton RJ, Tsai LT, Lasek AW, et al. (2006) Distinct behavioral responses to ethanol are regulated by alternate RhoGAP18B isoforms. Cell 127: 199–211.
- 47. Sun Y, Boyd K, Xu W, Ma J, Jackson CW, et al. (2006) Acute myeloid leukemia-associated Mkl1 (Mrtf-a) is a key regulator of mammary gland function. Mol Cell Biol 26: 5809–5826.
- 48. Xue L, Morris SW, Orihuela C, Tuomanen E, Cui X, et al. (2003) Defective development and function of Bcl10-deficient follicular, marginal zone and B1 B cells. Nat Immunol 4: 857–865.
- 49. Carnicella S, Amamoto R, Ron D (2009) Excessive alcohol consumption is blocked by glial cell line-derived neurotrophic factor. Alcohol 43: 35–43.
- 50. Lu L, Wei L, Peirce JL, Wang X, Zhou J, et al. (2008) Using gene expression databases for classical trait QTL candidate gene discovery in the BXD recombinant inbred genetic reference population: mouse forebrain weight. BMC Genomics 9: 444.
- 51. Chesler EJ, Lu L, Shou S, Qu Y, Gu J, et al. (2005) Complex trait analysis of gene expression uncovers polygenic and pleiotropic networks that modulate nervous system function. Nat Genet 37: 233–242.
- 52. Overall RW, Kempermann G, Peirce J, Lu L, Goldowitz D, et al. (2009) Genetics of the hippocampal transcriptome in mouse: a systematic survey and online neurogenomics resource. Front Neurosci 3: 55.
- 53. Rossner MJ, Hirrlinger J, Wichert SP, Boehm C, Newrzella D, et al. (2006) Global transcriptome analysis of genetically identified neurons in the adult cortex. J Neurosci 26: 9956–9966.
- 54. Storey JD, Tibshirani R (2003) Statistical significance for genomewide studies. Proc Natl Acad Sci U S A 100: 9440–9445.