High Resolution SNP Arrays and Correlation with Expression Arrays Identify Novel Genomic Aberrations and Potential Disease Genes in Polycythemia Vera and Other Myeloproliferative Disorders.

Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 359-359
Author(s):  
Weijia Zhang ◽  
Windy Berkofsky-Fessler ◽  
Ross Levine ◽  
Yezhou Sun ◽  
D. Gary Gilliland ◽  
...  

Abstract Polycythemia vera (PV), essential thrombocythemia (ET) and idiopathic myelofibrosis (IMF) are all associated with the JAK2V617F gain of function mutation as well as with gross cytogenetic anomalies. To determine whether specific genomic copy number alterations are associated with disease phenotype we subjected genomic DNA from the granulocytes of 24 patients with the JAK2V617F mutation with PV, ET or IMF, to analysis using high resolution Affymetrix 250K Nsp SNP arrays with an average probe spacing of 12Kb. Firstly this analysis confirmed previously reported anomalies in MPD patients such as trisomy 9 (5/24), trisomy 8 (1/24), and deletion of 20q (2/24) indicating the robustness of the technique. Amplification of 9p in a region harboring the JAK2 locus and 17q12.31 were the most common shared alterations in the MPDs while 20q deletion was only seen in ET patients (p<0.05 vs PV and IMF). We further identified large alterations (>1Mb) found only in single patients including (+1q, del 2p13.3, del 5q23.1-q23.2, +5p, several deletions of chromosome 6, del 7q35, del 9p21.1-q32), suggesting sporadic genomic instability. This analysis also identified several recurrent large alterations including del1p21.3 (3/24 patients), +3q21.3-q22.1 (3/24), +9p24 (6/24), +10q22.3-q23.1 (3/24), and +11p15.5 (4/24). By removing genomic Copy Number Polymorphisms (CNPs) obtained from a set of 35 normal people from the HapMap project, we detected a number of novel small recurrent alterations (<1Mb): a 588Kb gain on 4p16.1 (4/24 patients); a 50Kb deletion on 6q14.2 (6/24); a 700Kb gain on 10q23.31 (4/24); and a 180Kb gain on 17q12.31 (9/24). The boundaries of altered regions were precisely defined by the SNP data and the genes within these segments were curated and used to query our separate dataset of expression array data from CD34+ cells of 9 PV patients and 8 normal controls to determine whether regions of chromosome gain or loss may contain disease-associated genes. 21 genes in recurrently amplified regions showed a significantly elevated expression level in PV patients, including NFIB (nuclear factor I/B) on 9p24 where JAK2 resides and the VAV2 oncogene on 9q34. 7 genes in recurrently deleted regions had significantly depressed expression levels in PV including TOP1 on 20q. The large recurrent gain on 11p identified by SNP arrays correlated with a consistent upregulation of SIRT3 at 11p15.5 in the PV dataset. Similarly, the large recurrent DNA deletion on 1p correlated with a consistent decreased expression of the DPH5 gene. DPH5 is 1 of 5 genes (SAMHD1, ADA, ASS, CRAT, DPH5) deregulated both in copy number and expression involved in nucleic acid metabolism. Moreover, there were 6 genes in these regions (METTL4, DHX35, TOP1,SIRT3, ZBP1, NFIB) involved in DNA replication or transcriptional regulation. The correlation of amplified or lost genomic segments determined from the study of one group of patients with deregulated gene expression from an independent data set suggests there may be selective pressure in MPD to alter expression of a subset of genes other than JAK2. In addition loss of specific chromosome segments as in ET could play a role in modulating the phenotype of JAK2V617F associated disease.

Genomics ◽  
2010 ◽  
pp. 1-31 ◽  
Author(s):  
Mario Hermsen ◽  
Jordy Coffa ◽  
Bauke Ylstra ◽  
Gerrit Meijer ◽  
Hans Morreau ◽  
...  

Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 2491-2491
Author(s):  
Daniel Dworkis ◽  
Paola Sebastiani ◽  
Efthymia Melista ◽  
Jason Parente ◽  
Griffin Lester ◽  
...  

Abstract Fetal hemoglobin (HbF) can inhibit the polymerization of sickle hemoglobin, and the HbF level is an important modulator of the severity and course of sickle cell anemia. Genetic regulation of HbF levels is complex and under active investigation. Although multiple quantitative trait loci have been discovered, it is estimated that half of the genetic variance of HbF levels remains unaccounted for. Genomic copy number variations (CNVs), defined as inherited duplications or deletions of kilo-to mega-base lengths of DNA, represent a significant source of genetic heterogeneity among humans that might be involved in HbF regulation. Additionally, CNVs can significantly alter assumptions about genotype frequencies in their genomic region, and are therefore important to locate for multiple types of genetic association studies. Here, we present a novel method for the high-resolution discovery of CVNs related to HbF levels in sickle cell anemia, using genome-wide association study (GWAS) data. We used the Illumina 610K single nucleotide polymorphism (SNP) genotyping array to examine 727 adult subjects with sickle cell anemia, with or without a thalassemia, who were enrolled in the Cooperative Study of Sickle Cell Disease (CSSCD; aged 18 to 69 years, mean age 31 years; 44% male; not on hydroxyurea therapy). The Illumina array consisted of ~610K probes spread across the entire genome. At each locus, the relative amount of DNA detected was compared to a reference and expressed as the log R ratio score (LRR). Normal diploid regions of DNA have LRRs close to zero, whereas regions with CNVs have LRRs that are either higher for areas of duplication or lower for areas of deletion. Using LRR information in the context of a GWAS, we developed a novel, two-step signal-processing technique that combines CNV discovery with subsequent phenotypical association analysis. First, the distribution of LRR values at each locus is stratified using a +/− 1.5 standard deviation band-pass filter. This created three groups: a central major group comprised of people with diploid amounts of DNA, and two minor variant groups, one composed of people with elevated LRRs, suggesting &gt;2 DNA copies, and one of people with decreased LRRs, suggesting &lt;2 DNA copies at that locus. To reduce noise, loci without at least one minor group containing &gt;5% of the sample were excluded from further analysis. In the second step, a two-sample Student’s t-test was used at each locus to examine the variation in distributions of HbF between the major, diploid group and any variant groups with &gt;5% of the population. Using this method, we examined chromosomes 2, 6, and 11, which include regions known to modulate HbF in patients with sickle cell anemia, individuals with β thalassemia, and in the normal population. We successfully detected multiple clear duplications and deletions (approx. 1 per 6–22 mbp, depending on the chromosome) that showed typical CNV LRR distributions with &gt;10% of the population exhibiting the polymorphism. Several of these were mildly related to HbF levels (p&lt;0.05), including deletions in ASB1 on chromosome 2, and HACE1 on chromosome 6, both ankyrin motif containing proteins involved in the ubiquitin ligase system, as well as an upstream duplication and intragenic deletion involving HLA-DRB5 on chromosome 6. None of these clear CNVs, however, overlapped regions known to affect HbF concentration. Additional potential CNVs were detected throughout each chromosome, many exhibiting atypical LRR distributions not easily classified as either a normal diploid or clear CNV region. Further studies are required to confirm the presence of a CNV at these atypical loci. With this method, we were able to detect CNVs and CNV breakpoints across a population with a single-probe resolution, to within &lt;1kb in some cases. This resolution offers a distinct advantage over other detection methods that utilize a multiple-probe, sliding-window approach to detect LRR deviations in an individual sample. In conclusion, this two-step method of high-resolution detection of CNVs followed by analysis of phenotypical associations shows promise for explaining variations in expressed protein levels, such as those typical of HbF in sickle cell anemia, and possibly for future exploration of differences in HbF responses to therapeutics in sickle cell anemia.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 5089-5089
Author(s):  
Aspasia Stamatoullas ◽  
Agathe Waultier ◽  
Fabrice Jardin ◽  
Marie Paule Callat ◽  
Francoise Parmentier ◽  
...  

Abstract Background: Myelodysplastic syndrome (MDS) is a heterogeneous group of disorders characterized by ineffective hematopoiesis. Clonal cytogenetic aberrations are found in about 50% of primary MDS and 80% of secondary MDS. The International Prognostic Scoring System (IPSS) introduces cytogenetic abnormalities as an independent prognostic factor for both survival and progression to AML. However, conventional cytogenetics or FISH substitutes are not available for all myelodysplastic patients. In order to overcome this problem, we developed a multiplex PCR assay (quantitative multiplex PCR of short fluorescent fragments or QMPSF) measuring the copy number of genes located in regions involved in myelodysplastic syndromes on chromosome 7 and 8 and on the 5q, 12p, 17p and 20q regions. Material and method: In order to select target region, high resolution CGH (Agilent, 44K) was performed in 12 patients (5 complex karyotypes, 2 isolated monosomy 7, 2 isolated trisomy 8, 1 isolated 17p deletion, 1 isolated 20q deletion and 1 normal karyotype) for which DNA extracted from CD34+ sorted cells was available. Twenty three primer pairs were selected on 6 target chromosomes (5, 7, 8, 12, 17 and 20) in regions either commonly deleted or involved in biallelic deletions. A QMPSF assay was developed and applied on the first 12 patients. This assay was then applied on a series of 60 patients for which DNA extracted from either CD34 + sorted cells or total bone marrow (BM) cells or peripheral mononuclear cells (PB) was available. Results: As previously reported by several groups, the correlation between cytogenetics and CGH was very good although high resolution CGH was able to detect small cytogenetically not detected defects in most patients. For the 23 QMPSF targeted genes, the correlation between CGH log ratio and QMPSF ratio was excellent. Using QMPSF, genomic copy number changes were detected in 21/27 CD34+ samples, 16/20 BM samples and 15/20 PB samples. However, when different samples were available for the same patient (CD34, BM and/or PB) the correlation between samples was not perfect and mainly depends on the MDS subtype, the % of blasts and the presence of cytogenetics abnormalities. Conclusion: These results demonstrate that a single multiplex PCR assay targeting 23 genomic regions located on the 6 chromosomes most frequently involved in MDS can be helpful for the prognostic evaluation of MDS patients for whom cytogenetic data are not available, and that DNA extracted from PB or total BM cells can be informative in a substantial number of cases.


2010 ◽  
Vol 27 ◽  
pp. S81
Author(s):  
D. Rico ◽  
J. Earl ◽  
R. Diaz-Uriarte ◽  
O.M. Rueda ◽  
G. Marenne ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document