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PLASQ: a generalized linear model-based procedure to determine allelic dosage in cancer cells from SNP array data.

Human cancer is largely driven by the acquisition of mutations. One class of such mutations is copy number polymorphisms, comprised of deviations from the normal diploid two copies of each autosomal chromosome per cell. We describe a probe-level allele-specific quantitation (PLASQ) procedure to determine copy number contributions from each of the parental chromosomes in cancer cells from single-nucleotide polymorphism (SNP) microarray data. Our approach is based upon a generalized linear model that takes advantage of a novel classification of probes on the array. As a result of this classification, we are able to fit the model to the data using an expectation-maximization algorithm designed for the purpose. We demonstrate a strong model fit to data from a variety of cell types. In normal diploid samples, PLASQ is able to genotype with very high accuracy. Moreover, we are able to provide a generalized genotype in cancer samples (e.g. CCCCT at an amplified SNP). Our approach is illustrated on a variety of lung cancer cell lines and tumors, and a number of events are validated by independent computational and experimental means. An R software package containing the methods is freely available.

Algorithms↗

ASPM mutations identified in patients with primary microcephaly and seizures.

BACKGROUND: Human autosomal recessive primary microcephaly (MCPH) is a heterogeneous disorder with at least six genetic loci (MCPH1-6), with MCPH5, caused by ASPM mutation, being the most common. Despite the high prevalence of epilepsy in microcephaly patients, microcephaly with frequent seizures has been excluded from the ascertainment of MCPH. Here, we report a pedigree with multiple affected individuals with microcephaly and seizures. OBJECTIVE: To identify the gene responsible for microcephaly and seizures in this pedigree. METHODS: Clinical assessments of three patients and brain MRIs of two patients were obtained. Genome-wide linkage screen with 10 k SNP microarray, fine mapping with microsatellite markers, and mutational analysis of the genomic DNA were performed on the pedigree. RESULTS: We found that the family was linked to the MCPH5 locus on chromosome 1q31.2-q32.1. We screened ASPM and identified a previously unreported nonsense mutation that introduced a premature stop codon in exon 18 of the ASPM gene. CONCLUSIONS: We thus expand the clinical spectrum of ASPM mutations by showing that they can occur in patients with seizures and that the history of seizures alone should not necessarily preclude the diagnosis of primary microcephaly.

Brain↗

Rapid mapping of zebrafish mutations with SNPs and oligonucleotide microarrays.

Large-scale genetic screens in zebrafish have identified thousands of mutations in hundreds of essential genes. The genetic mapping of these mutations is necessary to link DNA sequences to the gene functions defined by mutant phenotypes. Here, we report two advances that will accelerate the mapping of zebrafish mutations: (1) The construction of a first generation single nucleotide polymorphism (SNP) map of the zebrafish genome comprising 2035 SNPs and 178 small insertions/deletions, and (2) the development of a method for mapping mutations in which hundreds of SNPs can be scored in parallel with an oligonucleotide microarray. We have demonstrated the utility of the microarray technique in crosses with haploid and diploid embryos by mapping two known mutations to their previously identified locations. We have also used this approach to localize four previously unmapped mutations. We expect that mapping with SNPs and oligonucleotide microarrays will accelerate the molecular analysis of zebrafish mutations.

Animals↗

Genetic polymorphisms in xenobiotic clearance genes and their influence on disease expression in hereditary nonpolyposis colorectal cancer patients.

BACKGROUND: Hereditary nonpolyposis colorectal cancer (HNPCC) is associated with germ-line mutations in DNA mismatch repair genes. There is considerable variation in disease expression that cannot be explained by genotype/phenotype correlation, which is likely to be the result of polymorphic modifier genes. One candidate group of modifiers is the xenobiotic clearance enzyme genes that encode CYP1A1, GSTM1, GSTT1, GSTP1, and NAT2. Alterations in these xenobiotic clearance genes can potentially influence the host response to carcinogen exposure and thereby alter cancer risk. We have investigated eight polymorphisms in xenobiotic clearance genes to assess the effect on the risk of disease in mutation positive HNPCC patients. METHODS: DNA samples from 220 mutation-positive HNPCC participants (86 Australian and 134 Polish) were genotyped for single nucleotide polymorphisms (SNP) in CYP1A1, GSTM1, GSTT1, GSTP1, and NAT2. The association between the SNPs and disease characteristics, disease expression and age of diagnosis of colorectal cancer (CRC), was tested with Pearson's chi(2) and Kaplan-Meier survival analysis. RESULTS: The HNPCC population displays a significant difference in the genotype frequency distribution between CRC patients and unaffected mismatch repair gene mutation carriers for the CYP1A1 SNP where the CRC patients harbor more of the mutant genotype. CONCLUSIONS: Evidence from this study is not conclusive, but our data suggest that the CYP1A1 influences disease expression in individuals with HNPCC.

Arylamine N-Acetyltransferase↗

Molecular approaches in the diagnosis of primary immunodeficiency diseases.

Over 120 inherited primary immunodeficiency diseases (PIDs) are known to exist. The genes responsible for many of these diseases have also been identified. Recent advances in diagnostic procedures have enabled these to be identified earlier and appropriately treated. While a number of approaches are available to identify mutations, direct sequencing remains the gold standard. This approach identifies the exact genetic change with substantial precision. We suggest that a sensitive and economical approach to mutation detection could be the direct sequencing of cDNA followed by the confirmatory sequencing of the corresponding exon. While screening techniques such as single-stranded conformation polymorphism (SSCP), heteroduplex analysis (HA), denaturing gradient gel electrophoresis (DGGE), and denaturing high-performance liquid chromatography (dHPLC) have proven useful, each has inherent advantages and disadvantages. We discuss these advantages and disadvantages and also discuss the potential of future sequencing technologies such as pyrosequencing, combinatorial sequencing-by-hybridization, multiplex polymerase colony (polony), and resequencing arrays as tools for future mutation detection. In addition we briefly discuss several high-throughput SNP detection technologies.

Algorithms↗

A mutation creating a potential illegitimate microRNA target site in the myostatin gene affects muscularity in sheep.

Texel sheep are renowned for their exceptional meatiness. To identify the genes underlying this economically important feature, we performed a whole-genome scan in a Romanov x Texel F2 population. We mapped a quantitative trait locus with a major effect on muscle mass to chromosome 2 and subsequently fine-mapped it to a chromosome interval encompassing the myostatin (GDF8) gene. We herein demonstrate that the GDF8 allele of Texel sheep is characterized by a G to A transition in the 3' UTR that creates a target site for mir1 and mir206, microRNAs (miRNAs) that are highly expressed in skeletal muscle. This causes translational inhibition of the myostatin gene and hence contributes to the muscular hypertrophy of Texel sheep. Analysis of SNP databases for humans and mice demonstrates that mutations creating or destroying putative miRNA target sites are abundant and might be important effectors of phenotypic variation.

Animals↗

Homozygosity mapping with SNP arrays identifies TRIM32, an E3 ubiquitin ligase, as a Bardet-Biedl syndrome gene (BBS11).

The identification of mutations in genes that cause human diseases has largely been accomplished through the use of positional cloning, which relies on linkage mapping. In studies of rare diseases, the resolution of linkage mapping is limited by the number of available meioses and informative marker density. One recent advance is the development of high-density SNP microarrays for genotyping. The SNP arrays overcome low marker informativity by using a large number of markers to achieve greater coverage at finer resolution. We used SNP microarray genotyping for homozygosity mapping in a small consanguineous Israeli Bedouin family with autosomal recessive Bardet-Biedl syndrome (BBS; obesity, pigmentary retinopathy, polydactyly, hypogonadism, renal and cardiac abnormalities, and cognitive impairment) in which previous linkage studies using short tandem repeat polymorphisms failed to identify a disease locus. SNP genotyping revealed a homozygous candidate region. Mutation analysis in the region of homozygosity identified a conserved homozygous missense mutation in the TRIM32 gene, a gene coding for an E3 ubiquitin ligase. Functional analysis of this gene in zebrafish and expression correlation analyses among other BBS genes in an expression quantitative trait loci data set demonstrate that TRIM32 is a BBS gene. This study shows the value of high-density SNP genotyping for homozygosity mapping and the use of expression correlation data for evaluation of candidate genes and identifies the proteasome degradation pathway as a pathway involved in BBS.

Animals↗

Polymorphism in SNAP29 gene promoter region associated with schizophrenia.

Linkage studies indicate that chromosome 22q contains a locus, or loci, for schizophrenia (SZ) and bipolar disorder (BPD). Furthermore, the congenital disorder velo cardio facial syndrome (VCFS), which is usually caused by a 22q11 microdeletion, is associated with an increased prevalence of psychiatric disease, including SZ and BPD. One plausible candidate gene that maps to 22q11, in a region deleted in the most common form of VCFS, is SNAP29, a member of the SNAP-25 family of SNARE proteins. To search for possible functional mutations in SNAP29 that could be analyzed as candidates for 22q11-linked psychiatric problems, exons, intron-exon junctions and the promoter region were screened. No coding variants were found, although a silent mutation at codon 6 and three single nucleotide polymorphisms (SNPs) were identified in the 5' untranslated and promoter regions. One SNP, an A-->G transition 923 [corrected] nucleotides upstream of the transcription start site, showed a moderately significant difference in the distribution of alleles and genotypes in patients with SZ compared with controls (allele frequency: chi(2) = 5.57, 1 df, P = 0.018; genotype: chi(2) = 9.49, 2 df, P = 0.009; odds ratio = 1.59, 95% Cl = 1.08--2.34). No significant difference was found in patients with BPD. Although the functional significance of this mutation is not known, the tetranucleotide core sequence of the ets and IK2 families of transcription factors is altered as a result of the SNP. These data suggest that a mutation in the SNAP29 gene promoter region, or a mutation in linkage disequilibrium with the promoter SNP, may be involved in the pathogenesis of chromosome 22-linked SZ.

Adult↗

High-resolution SNP mapping by denaturing HPLC.

With the availability of complete genome sequences, new rapid and reliable strategies for positional cloning become possible. Single-nucleotide polymorphisms (SNPs) permit the mapping of mutations at a resolution not amenable to classical genetics. Here we describe a SNP mapping procedure that relies on resolving polymorphisms by denaturing HPLC without the necessity of determining the nature of the SNPs. With the example of mapping mutations to the Drosophila nicastrin locus, we discuss the benefits of this method, evaluate the frequency of closely linked and potentially misleading second site mutations, and demonstrate the use of denaturing high-performance liquid chromatography to identify mutations in the candidate genes and to fine-map chromosomal breakpoints. Furthermore, we show that recombination events are not uniformly dispersed over the investigated region but rather occur at hot spots.

Animals↗

Assessment of positional candidate genes myf5 and igf1 for growth on bovine chromosome 5 in commercial lines of Bos taurus.

Quantitative trait loci for growth traits in beef cattle have been previously reported and fine-mapped in three chromosomal regions of 0 to 30 cM, 55 to 70 cM, and 70 to 80 cM of bovine chromosome 5. In this study, we further examined the association between gene-specific single nucleotide polymorphisms (SNP) of two positional candidate genes, bovine myogenic factor 5 (myf5) and insulin-like growth factor-1 (igf1), in the QTL regions and the birth weight (BWT), preweaning average daily gain (PWADG), and average daily gain on feed (ADGF) in commercial lines of Bos taurus. The QTL regions for the growth traits identified using a haplotype association analysis, which included the gene-specific SNP markers for both genes in this study, were in agreement with previous studies. The gene-specific SNP marker association analysis indicated that the SNP in myf5 had a significant additive effect on PWADG in the M1 line of Beefbooster Inc. (P < 0.10), and a significant additive effect (P < 0.05) and a significant dominance effect (P < 0.10) on ADGF in the M3 line of Beefbooster Inc. When the data from the two commercial lines were pooled, the SNP in myf5 showed a significant association with PWADG (P < 0.10) and with ADGF (P < 0.05). The association between the SNP and BWT, however, did not reach a significance level in the M1 line, the M3 line, or across the lines. For igf1, no significant association between the SNP and the growth traits was detected in either the M1 line or the M3 line, whereas there was only a significant dominance effect (P < 0.10) on BWT detected for the SNP in igfl when the data from the two commercial lines were pooled. These results suggest that myf5 is a strong candidate gene that influences PWADG and ADGF in beef cattle. The SNP of igf1 may not be a causative or close to the causative mutation that affects the three growth traits in the populations of beef cattle examined in this study. Other SNP of igf1 and myf5 or other genes in their respective chromosomal regions, however, should also be studied.

Alleles↗

C18orf1 located on chromosome 18p11.2 may confer susceptibility to schizophrenia.

The pericentromeric region of chromosome 18, especially 18p11.2, is described as a schizophrenia susceptibility locus. We had previously cloned two novel brain-derived transcripts from this region: the gene for a second human myo-inositol monophosphatase (IMPA2) and a gene of unknown function, C18orf1. Recently, we reported a distortion of transmission of the tandem repeat marker D18S852, embedded in the 3'-untranslated region of C18orf1, in schizophrenia, using a family-based association test. A subsequent case-control study also revealed a significant association between the haplotype constructed from D18S852 and the 6409T>C polymorphism located in C18orf1 and schizophrenia. In the present study, we screened the C18orf1 gene for mutations and identified a novel single nucleotide polymorphism (SNP), -96T>C in exon 2. This SNP showed significant genotypic (P = 0.048) and allelic association (P = 0.005) with schizophrenia in a case-control study. The distributions of haplotypes defined by D18S852 and -96T>C were different between control and schizophrenia groups (P = 0.021). These findings suggest that C18orf1 or a gene nearby may contribute to the overall genetic risk for schizophrenia.

Adult↗

Effective algorithms for tag SNP selection.

Single nucleotide polymorphisms (SNPs), due to their abundance and low mutation rate, are very useful genetic markers for genetic association studies. However, the current genotyping technology cannot afford to genotype all common SNPs in all the genes. By making use of linkage disequilibrium, we can reduce the experiment cost by genotyping a subset of SNPs, called Tag SNPs, which have a strong association with the ungenotyped SNPs, while are as independent from each other as possible. The problem of selecting Tag SNPs is NP-complete; when there are large number of SNPs, in order to avoid extremely long computational time, most of the existing Tag SNP selection methods first partition the SNPs into blocks based on certain block definitions, then Tag SNPs are selected in each block by brute-force search. The size of the Tag SNP set obtained in this way may usually be reduced further due to the inter-dependency among blocks. This paper proposes two algorithms, TSSA and TSSD, to tackle the block-independent Tag SNP selection problem. TSSA is based on A* search algorithm, and TSSD is a heuristic algorithm. Experiments show that TSSA can find the optimal solutions for medium-sized problems in reasonable time, while TSSD can handle very large problems and report approximate solutions very close to the optimal ones.

Algorithms↗

Aldehyde dehydrogenase 2 plays a role in the bioactivation of nitroglycerin in humans.

OBJECTIVE: Nitrates are used widely in clinical practice. However, the mechanism underlying the bioactivation of nitrates to release NO remains unclear. Recent animal data suggest that mitochondrial aldehyde dehydrogenase (ALDH2) plays a central role in nitrate bioactivation, but its role in humans is not known. We investigated the role of ALDH2 in the vascular effects of nitroglycerin (NTG) in humans in vivo. METHODS AND RESULTS: Forearm blood flow (FBF) responses to intra-arterial infusions of NTG, sodium nitroprusside (SNP), and verapamil were measured in 12 healthy volunteers before and after ALDH2 inhibition by disulfiram. All drugs caused a dose-dependent vasodilatation. However, only the response to NTG was significantly reduced after disulfiram therapy (33% reduction in area under the curve [AUC]; P=0.002). Separately, 11 subjects of East Asian origin, with the loss-of-function glu504lys mutation in the ALDH2 gene, received intra-arterial NTG, SNP, and verapamil. Only the FBF response to NTG was lower in the volunteers with the glu504lys mutation compared with East Asian and non-Asian wild-type control subjects (40% reduction in AUC; P=0.02). CONCLUSIONS: The findings suggest that ALDH2 is involved in the bioactivation of NTG in humans in vivo but accounts for less than half of the total bioactivation. This may be of clinical importance in patients with mutations in the ALDH2 gene and in those taking drugs that inhibit ALDH2.

Adult↗

A rapid method to map mutations in Drosophila.

BACKGROUND: Genetic screens in Drosophila have provided a wealth of information about a variety of cellular and developmental processes. It is now possible to screen for mutant phenotypes in virtually any cell at any stage of development by performing clonal screens using the flp/FRT system. The rate-limiting step in the analysis of these mutants is often the identification of the mutated gene, however, because traditional mapping strategies rely mainly on genetic and cytological markers that are not easily linked to the molecular map. RESULTS: Here we describe the development of a single-nucleotide polymorphism (SNP) map for chromosome arm 3R. The map contains 73 polymorphisms between the standard FRT chromosome, and a mapping chromosome that carries several visible markers (rucuca), at an average density of one SNP per 370 kilobases (kb). Using this collection, we show that mutants can be mapped to a 400 kb interval in a single meiotic mapping cross, with only a few hundred SNP detection reactions. Discovery of further SNPs in the region of interest allows the mutation to be mapped with the same recombinants to a region of about 50 kb. CONCLUSION: The combined use of standard visible markers and molecular polymorphisms in a single mapping strategy greatly reduces both the time and cost of mapping mutations, because it requires at least four times fewer SNP detection reactions than a standard approach. The use of this map, or others developed along the same lines, will greatly facilitate the identification of the molecular lesions in mutants from clonal screens.

Animals↗

Five mutations in the GABA A alpha6 gene 5' flanking region are associated with a reduced basal and ethanol-induced alpha6 upregulation in mutated Sardinian alcohol non-preferring rats.

The presence of four nucleotide changes and a three base-pair deletion in the GABA A alpha6-subunit promoter is described in Sardinian alcohol non-preferring rats, selectively bred for their ethanol aversion. These mutations are associated with the R100Q alpha6 intragenic mutation that was previously characterized in the same animals. The possibility that these mutated nucleotides alter the ethanol-induced upregulation of the alpha6 gene was investigated by measuring cerebellar alpha6 mRNA levels after a chronic ethanol liquid diet in sNP rat. Real-time quantitative PCR showed an increased alpha6 gene expression after ethanol ingestion in normal and mutated rats. However, lower amounts of alpha6 mRNA levels were detected both in control and in ethanol-treated sNP rats carrying the five promoter and the intragenic mutations in a homozygous state. Using the electromobility shift assay, specific DNA binding sites were found in cerebellar extracts of the alpha6 regions comprising the five mutations. These results suggest that one or more of the mutated binding sites that were found in the 5' flanking alpha6 region may be a consensus sequence for regulatory factors which are responsible for both basal and ethanol-induced alpha6 gene expression.

5' Flanking Region↗

CARD15 single nucleotide polymorphisms 8, 12 and 13 are not increased in ethnic Danes with sarcoidosis.

BACKGROUND: Mutations of the caspase-activating recruitment domain 15 (CARD15) gene on chromosome 16 are associated with chronic inflammatory granulomatous bowel disease (Crohn's disease). Sarcoidosis is a systemic granulomatous disease with unknown etiology, which shares histological features with Crohn's disease. OBJECTIVES: To evaluate whether ethnic Danes with sarcoidosis have an increased frequency of CARD15 mutations compared to healthy control subjects. METHODS: Genotyping for CARD15 mutations R702W, G908R, and L1007fsinsC, also designated single nucleotide polymorphism (SNP) SNP8, SNP12 and SNP13, respectively, were performed by capillary electrophoresis single-strand confirmation polymorphism in 53 patients with histologically verified sarcoidosis and in 103 healthy controls. RESULTS: The frequencies of CARD15 mutations in sarcoidosis patients were: SNP8, 4/106 chromosomes (3.8%); SNP12, 2/106 chromosomes (1.9%); SNP13, 2/106 chromosomes (1.9%); SNP8+SNP12+SNP13, 8/106 chromosomes (7.6%). All 8 patients were heterozygous. The frequencies in controls were: SNP8, 9/206 chromosomes (4.4%); SNP12, 2/206 chromosomes (1.0%); SNP13, 4/206 chromosomes (1.9%); SNP8+SNP12+SNP13, 15/206 chromosomes (7.3%). All controls were heterozygous. The differences were not statistically significant (p>0.05). Furthermore, the course of disease was not significantly different in the 8 patients with CARD15 mutations and the 45 patients without mutations. CONCLUSION: The frequency of CARD15 mutations is not increased in ethnic Danish patients with sarcoidosis, and heterozygosity for such mutations apparently has no influence on the course of disease.

Adult↗

[Analysis on single nucleotide polymorphisms of porcine myostatin gene in different breeds].

By PCR-RFLPs and PCR-SSCP approach, three single nucleotide polymorphisms (SNPs) of porcine myostatin gene (MSTN) were analyzed in different breeds including "doubled-muscled" Yorkshire, Yorkshire, Landrace, Hamshire, Duroc, Piteran, Erhualian, Min, Hubei White and some hybrids. The three SNPs were located in the 3' encoding region, 5' promoter region and intronl region respectively. For the SNP in the 3' encoding region, which was caused by C-->T transition, the mutation frequency was relatively low: no TT genotype was detected in 274 individuals of different breeds. For the SNP in the 5' promoter region, 560 pigs were investigated. The allele T dominates in the imported lean-type pig breeds such as Yorkshire, Landrace, Duroc, Hampshire, Piteran and hybrid, however, in Erhualian and Hubei White pigs, the allele A was in majority. Polymorphism showed the similar pattern for the SNP in intron 1 region. G was the dominant allele in Yorkshire, Landrace and their hybrids, while in Erhualian and Hubei White pigs the frequency of A was much higher. Obviously they were not in Hardy-Weinberg equilibrium state. For Min and Yorshire x Erhualian pigs, they were in Hardy-Weinberg equilibrium state for the SNPs in the 5' promoter region and (or) intron 1 region. The frequency for the A alleles of SNPs in the 5' promoter region and intron 1 region was higher for "double-muscled" Yorkshire than for Yorkshire and linkage for these two mutation sites was also observed.

Animals↗

Mutational analysis of human BLyS in patients with common variable immunodeficiency.

BLyS, a TNF family member, is crucial for B cell proliferation and differentiation by acting through its three receptors, TACI, BCMA and BAFF-R. The knock out model for BLyS is characterized by an immunological phenotype reminiscent of the human phenotype of common variable immunodeficiency (CVID). CVID is characterized by a defective B cell compartment, evidencing the putative importance of BLyS in its pathogenesis. On the contrary, the transgenic model for BLys is characterized by autoimmune manifestations, underlying its role in B cell regulation. In fact, mutations in TACI, one of the three BLyS receptors, are associated with CVID. Based on these facts, we hypothesized that BLyS could be a candidate gene for CVID. We screened 78 patients with CVID using DHPLC and direct sequencing: No disease causing mutations were identified. A novel heterozygous single nucleotide polymorphism (SNP) was found in exon 1 of one individual, however this SNP (G189A) does not lead to an amino acid substitution.

Adolescent↗