scholarly journals Implementation of High Resolution Whole Genome Array CGH in the Prenatal Clinical Setting: Advantages, Challenges, and Review of the Literature

2013 ◽  
Vol 2013 ◽  
pp. 1-14 ◽  
Author(s):  
Paola Evangelidou ◽  
Angelos Alexandrou ◽  
Maria Moutafi ◽  
Marios Ioannides ◽  
Pavlos Antoniou ◽  
...  

Array Comparative Genomic Hybridization analysis is replacing postnatal chromosomal analysis in cases of intellectual disabilities, and it has been postulated that it might also become the first-tier test in prenatal diagnosis. In this study, array CGH was applied in 64 prenatal samples with whole genome oligonucleotide arrays (BlueGnome, Ltd.) on DNA extracted from chorionic villi, amniotic fluid, foetal blood, and skin samples. Results were confirmed with Fluorescence In Situ Hybridization or Real-Time PCR. Fifty-three cases had normal karyotype and abnormal ultrasound findings, and seven samples had balanced rearrangements, five of which also had ultrasound findings. The value of array CGH in the characterization of previously known aberrations in five samples is also presented. Seventeen out of 64 samples carried copy number alterations giving a detection rate of 26.5%. Ten of these represent benign or variables of unknown significance, giving a diagnostic capacity of the method to be 10.9%. If karyotype is performed the additional diagnostic capacity of the method is 5.1% (3/59). This study indicates the ability of array CGH to identify chromosomal abnormalities which cannot be detected during routine prenatal cytogenetic analysis, therefore increasing the overall detection rate. In addition a thorough review of the literature is presented.

2015 ◽  
Vol 38 (3) ◽  
pp. 218-232 ◽  
Author(s):  
Christopher Konialis ◽  
Constantinos Pangalos ◽  
. InterGenetics

Introduction: The aim of this article is to provide a perspective of prenatal chromosomal diagnosis (PCD) derived from a single center's evolving experience from ∼90,000 consecutive prenatal cases and to highlight important issues and current dilemmas. Materials and Methods: Prenatal cases in this study (1985-2013) were referred for various indications, and PCD was performed by standard karyotype in 84,255 cases, multiplex ligation-dependent probe amplification (MLPA) panel in 3,010 cases and standalone array comparative genomic hybridization (aCGH) in 3,122 cases. Results: Classic karyotype revealed 1.7 and 7.9% of pathological cases in amniotic fluid and CVS samples, respectively, with common aneuploidies accounting for 59.6 and 64.3% of the total abnormal. Molecular approaches increased the diagnostic yield by 0.6% for MLPA and 1.6% for aCGH, uncovering pathogenic chromosomal abnormalities undetectable by karyotype analysis. Conclusions: Current molecular diagnostic capabilities and the recent introduction of noninvasive prenatal testing (NIPT) point to one current major dilemma in PCD, with serious implications in genetic counseling, relating on the one hand to reaping the benefits from the high detection rate afforded through aCGH but accepting an invasive risk, and on the other hand, offering a lower detection rate practically only for Down syndrome, with minimal invasive risk.


Blood ◽  
2004 ◽  
Vol 104 (11) ◽  
pp. 3427-3427
Author(s):  
Christine L. O’Keefe ◽  
Evan Howe ◽  
Matt E. Kalaycio ◽  
Mikkael Sekeres ◽  
Anjali Advani ◽  
...  

Abstract Cytogenetic analysis is of eminent importance for the diagnosis and prognosis of hematologic malignancies. Due to limitations of traditional karyotyping, novel technologies which improve resolution and sensitivity are under development. In array-based comparative genomic hybridization (A-CGH), differentially labeled test and reference DNA samples are hybridized to genomic microarrays. Differences in sequence copy number between the samples are reflected in a shift of the fluorescent intensity. The resolution of A-CGH is limited solely by the number of clones; it is theoretically possible to achieve linear coverage of the chromosomes. The principle of the CGH techniques allows for detection of unbalanced chromosomal changes of the whole genome. These types of genomic aberrations are most common in MDS, but may exist and further subclassify malignancies with defined balanced translocations. In MDS, depending on the study, 40–60% of patients have a normal or non-informative karyotype by traditional methods. It is likely that this number may be reduced if the resolution and sensitivity level is increased. Additionally, diagnosis of patients with known chromosomal abnormalities can be further refined. We first applied A-CGH to the analysis of normal marrow (N=8) to establish whether it will detect chromosomal defects that may acquired and are compatible with normal hematopoiesis. Moreover, defects may be present in healthy elderly. We utilized arrays of up to 2621 clones with a maxium coverage of 1Mb (Vysis, Spectral Genomics). The results were verified by a dye-swap protocol on two arrays per sample. Four controls showed a normal array profile or only changes in clones previously identified as having a polymorphic copy number within the human genome. The remaining controls had changes including a loss of material on 6p (N=1), loss of 6p and 8q material (N=1) and a gain of 4p and loss of 9p sequences (N=1). These changes may reflect unidentified polymorphisms. In contrast, one control had gains of multiple contiguous clones on chromosomes 9, 15 and 22. We also studied the marrow of patients with advanced MDS (N=43) using A-CGH and traditional cytogenetics. The cohort included patients with known singular lesions (N=7) and complex karyotypes (N=1). The remaining patients had either normal or non-informative cytogenetics. For a del 5q patient and a trisomy 21 patient, A-CGH verified the karyotype without identifying further lesions, in a second del 5q patient was a gain of material on 19p, and a monosomy X patient had a gain of 1p36 by CGH. In 3 cases with partially clonal defects, A-CGH did not detect the abnormality. A normal genomic composition was confirmed in a patient with noninformative (N=1) and normal (N=1) karyotypes. Losses of material on 2q and 3q and gains of material on 22q and the 11p telomeric region were identified in a patient with normal cytogenetics, while another "normal" had gains on 2p, 14q and 21q. Additionally, one normal karyotype had loss of chromosome 16 material and one had loss of 6p sequences. This pilot study demonstrates the utility of A-CGH analysis to study chromosomal aberrations in MDS. A-CGH allows for the detection of cytogenetically undetected abnormalities. Analysis of a large number of samples may allow for the detection of consensus defects or global genomic instability with clinical implications.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 3827-3827
Author(s):  
María Abáigar ◽  
Eva Lumbreras ◽  
Irene Rodríguez ◽  
Javier Sánchez-del-Real ◽  
María Díez-Campelo ◽  
...  

Abstract Abstract 3827 Background: Myelodysplastic syndromes (MDS) are a heterogeneous group of hematological disorders in which diagnosis, risk stratification, and treatment selection are based on morphological and cytogenetic studies in bone marrow (BM) samples. MDS are characterized by several recurrent chromosomal abnormalities, most of them unbalanced, with a widely variable prognosis. The assessment of these genomic defects is essential for a correct risk stratification of these patients. However, conventional cytogenetic (CC) techniques are not sufficient for the study of all MDS patients, because of the high proportion of normal karyotypes (40–50%) and unsuccessful cytogenetics (10%) (defined as the absence of mitosis). Array-based comparative genomic hybridization (aCGH) technology allows the screening of copy number changes among the whole genome in one single experiment and offers a higher resolution than conventional cytogenetics. Aims: To assess the potential application of aCGH in the clinical diagnosis of MDS as complementary tool to conventional cytogenetics. Patients and Methods: The study cohort comprises a total of 263 patients: MDS (203) and MDS/MPN (60) patients that have been previously studied by CC and FISH. Among the whole series, 33 (12.5%) patients had no successful cytogenetic results due to the absence of mitosis. In the remaining 230 patients with evaluable metaphases, 42 (16%) had an aberrant, while 188 (71.5%) presented a normal karyotype. Within this last group, 141 had ≥20 good-quality metaphases evaluated, 37 had 10–20 metaphases studied, and 10 patients had ≤10 successful metaphases. Copy number changes were analysed in all patients included in the study using NimbleGen Human CGH 12×135K Whole-Genome Tiling Array (Roche NimbleGen). Sex-matched human commercial DNA samples were used as reference. Data were analysed using the segMNT algorithm in NimbleScanv2.6 Software. Subsequently all genomic abnormalities found by aCGH analysis were confirmed by FISH. Results: Using aCGH methodology, copy number changes (greater than 600 bp) were detected in 54 patients of the global series: 4.3% of the normal karyotype patients, 88.1% of cases with abnormal cytogenetics, and 27.3% of patients with unsuccessful cytogenetics. Overall a high correlation (94.3%) between the cytogenetic changes observed by CC and CGH arrays was observed. Thus aCGH analysis revealed the same genomic abnormalities showed by CC in 88.1% of patients. In the remaining 11.9% genomic results were discordant between aCGH and CC, because of the presence of balanced translocations, not assessable by aCGH, and clonal cell populations below 30%. Furthermore, additional genomic abnormalities (n=36) not detected by CC were found by aCGH. The most frequent aberrations were losses affecting chromosomes 5 (33%), 7/7q (17%), 20q (14%), and Y (14%), as well as gains involving chromosome 8 (14%). Interestingly, other abnormalities, mainly losses, were found in chromosomes 4, 12, and 17. Focusing on the 188 patients with normal karyotype by CC, the aCGH profiling results were concordant with cytogenetics in 98% of those patients with ≥20 metaphases studied and in 92% of those with 10–20 metaphases. However, only 80% of those patients with ≤10 successful metaphases and no changes by CC displayed no copy number changes by aCGH. The most frequent abnormality found by aCGH among these normal karyotype cases was the presence of 5q deletion (2%), while other chromosomes affected were 7, 8, 11, 12 and 20. All these abnormalities were confirmed by FISH. Regarding the patients with unsuccessful cytogenetics, 72.7% of cases displayed a normal aCGH profile, while 27.3% showed at least one genomic imbalance The most frequent genomic aberrations were losses in 4q (6%), 5q (12%) and 7q (9%), and gain of chromosome 8 (6%). In addition, three of these cases showed a complex karyotype, showing more than 5 abnormalities. Conclusion: The use of aCGH karyotyping in the diagnosis of MDS could be used as a complementary technique to conventional karyotyping in the evaluation of MDS patients. Mainly in patients with unsuccessful cytogenetics and those with normal karyotype and <20 good-quality metaphases evaluated. Disclosures: Hernández: Celgene: Research Funding.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 3724-3724
Author(s):  
Andreas Roller ◽  
Simone Weber ◽  
Alexander Kohlmann ◽  
Melanie Zenger ◽  
Marita Staller ◽  
...  

Abstract Background Gains and losses of chromosomal material are frequent in AML and MDS and usually lead to loss or gain of a single copy of a whole chromosome, a chromosome arm or small stretches of the chromosome that may be microscopically invisible. More rarely, amplifications of chromosomal regions (defined as the presence of more than 6 copies of a region per cell) are observed. These supernumerary copies are located either extrachromosomally as small acentric chromosomal structures - so called double-minutes (dmin) - or intrachromosomally as large contiguous stretches of amplified DNA, so called homogeneously staining regions (HSR). Aims Characterize AML and MDS cases with gene amplifications with respect to size, affected genes and accompanying chromosomal abnormalities as well as TP53 status. Patients and Methods 84 AML and 31 MDS cases with cytogenetically visible amplifications were selected for this study. All cases were analyzed by array CGH, chromosome banding analysis, sequencing for TP53 mutations as well as FISH for TP53 deletions. Results The cohort comprised 55 (47.8%) males and 60 (52.2%) females with a median age of 72.0 years (range 38.0 - 90.3 years). A complex karyotype (≥4 aberrations) was present in 92/115 (80.0%) cases (AML=65/84 (77.4%); MDS=27/31 (87.1%)). In total, 385 amplified regions were identified by array CGH. In more detail: 3q26 (AML: n=6; MDS: n=3), 8q24 (AML: n=15; MDS: n=1), 11q21-25 (AML: n=42; MDS: n=13), 13q12 (AML: n=3; MDS: n=1), 13q31 (AML: n=3; MDS: n=2), 19p13 (AML: n=2; MDS: n=4), and 21q21-q22 (AML: n=24; MDS: n=5). The median number of amplified regions was 3 (range 1-18). In 14/115 (12.2%) cases, the amplification was located in dmins (AML: n=11; MDS: n=3) and in 101/115 (87.8%) patients in HSR (AML: n=73; MDS: n=28). In 40 of the latter 101 cases (39.6%) (AML: n=24; MDS: n=16) the amplification was located on a ring chromosome (rc). In patients with complex karyotypes we detected a significantly higher number of amplified regions as compared to non-complex karyotypes (3.5 vs. 2.8; p=0.015). No association between the complexity of the karyotype and the structural type of the amplification (dmin vs rc) was observed. Cases with non-complex karyotypes frequently harbored a 5q deletion (6/23; 26.1%) or chromosome 8 abnormalities (3/23; 13.0%). Within the subgroup of non-complex karyotypes del(5q) cases showed a tendency to a higher number of amplified regions (3.6 vs. 1.9; p=0.140). Further, amplifications of 11q genes were more frequent in complex karyotypes (54.4% vs. 21.7%; p=0.005), whereas 8q amplifications were more frequent in non-complex karyotypes (43.5% vs. 4.4%; p<0.001). We detected a large region on band 11q24, which was amplified in 41/53 (77.4%) cases. This commonly amplified region contains 1,575 genes including the MLL gene. Cases harboring dmins had shorter amplified regions compared to cases with rc (4,428,112.5 bp vs. 18,265,496.9 bp; p=0.028). Moreover, we detected a positive correlation of patients having a rc and gene amplification on chromosome 11q23-25 (p<0.05). On chromosome 3q, 8/9 (88.9%) cases shared a minimal amplified region covering the EVI1 gene. In comparison to samples obtained from healthy donors (n=47), the EVI1 expression was significantly higher in cases with EVI1 amplification (87.4 vs. 0.5; p=0.048). On chromosome 21q the regions of amplifications were heterogeneous. However, we detected a minimal region containing 11 genes including ERG which was amplified in 26/29 (89.7%) patients. ERG expression data was available in 8 cases and was significantly higher compared to a control cohort of AML with normal karyotype (n=331) (729.2 vs. 229.0; p=0.05). On chromosome 8 an amplified region was identified in 15/16 cases. In 14 of these cases (87.5%) the region included MYC. TP53mut were present in 93/115 (80.9%) patients, accompanied by a TP53del in 28/93 (30.1%) cases. Interestingly, cases harboring a TP53mut had more amplified regions compared to TP53wt (3.4 vs. 1.7; p<0.001). Conclusions 1. MLL is the most frequently amplified gene in AML and MDS. 2. Patients with complex karyotypes or TP53mut harbored more amplified regions compared to patients with non-complex karyotypes and TP53wt. 3. Amplifications on 11q were more frequent in complex karyotype whereas gene amplifications on 8q were predominantly observed in non-complex karyotypes. 4. EVI1 and ERG gene amplifications lead to a higher expression of the respective genes. Disclosures: Roller: MLL Munich Leukemia Laboratory: Employment. Weber:MLL Munich Leukemia Laboratory: Employment. Kohlmann:MLL Munich Leukemia Laboratory: Employment. Zenger:MLL Munich Leukemia Laboratory: Employment. Staller:MLL Munich Leukemia Laboratory: Employment. Kern:MLL Munich Leukemia Laboratory: Employment, Equity Ownership. Schnittger:MLL Munich Leukemia Laboratory: Employment, Equity Ownership. Haferlach:MLL Munich Leukemia Laboratory: Employment, Equity Ownership. Haferlach:MLL Munich Leukemia Laboratory: Employment, Equity Ownership.


2019 ◽  
Vol 50 (06) ◽  
pp. 367-377
Author(s):  
S. Monteiro ◽  
J. Pinto ◽  
A. Mira Coelho ◽  
M. Leão ◽  
S. Dória

Background Autism spectrum disorders (ASD) affect many children with an estimated prevalence of 1%. Array-comparative genomic hybridization (CGH) offers significant sensitivity for the identification of submicroscopic chromosomal abnormalities and it is one of the most used techniques in daily practice. The main objective of this study was to describe the usefulness of array-CGH in the etiologic diagnosis of ASD. Methods Two-hundred fifty-three patients admitted to a neurogenetic outpatient clinic and diagnosed with ASD were selected for array-CGH (4 × 180K microarrays). Public databases were used for classification in accordance with the American College of Medical Genetics Standards and Guidelines. Results About 3.56% (9/253) of copy number variations (CNVs) were classified as pathogenic. When likely pathogenic CNVs were considered, the rate increased to 11.46% (29/253). Some CNVs apparently not correlated to the ASD were also found. Considering a phenotype–genotype correlation, the patients were divided in two groups. One group according to previous literature includes all the CNVs related to ASDs (23 CNVs present in 22 children) and another with those apparently not related to ASD (10 CNVs present in 7 children). In 18 patients, a next-generation sequencing (NGS) panel were performed. From these, one pathogenic and 16 uncertain significance variants were identified. Conclusion The results of our study are in accordance with the literature, highlighting the relevance of array-CGH in the genetic of diagnosis of ASD population, namely when associated with other features. Our study also reinforces the need for complementarity between array-CGH and NGS panels or whole exome sequencing in the etiological diagnosis of ASD.


1992 ◽  
Vol 12 (1) ◽  
pp. 9-18 ◽  
Author(s):  
Sylvie Gagnon ◽  
William Fraser ◽  
Bertrand Fouquette ◽  
Adrien Bastide ◽  
Marc Bureau ◽  
...  

2021 ◽  
pp. 1-5
Author(s):  
Ayberk Turkyilmaz ◽  
Erdal Kurnaz ◽  
Atilla Cayir

Intellectual disability (ID) is characterized by limited or insufficient development of mental abilities, including intellectual functioning impairments, such as learning and understanding cause-effect relationships. Some cases have ID as the only finding and are called isolated cases. Conversely, cases accompanied by facial dysmorphism, microcephaly, autism spectrum disorder, epilepsy, obesity, and congenital anomalies are called syndromic developmental delay (DD)/ID. Isolated and syndromic DD/ID cases show extreme genetic heterogeneity. Genetic etiology can be detected in approximately 40% of the cases, whereas chromosomal abnormalities are observed in 25%. Obesity is a multifactorial disease in which both genetic and environmental factors play important roles. The role of heredity in obesity has been reported to be between 40 and 70%. Array-based comparative genomic hybridization (array-CGH) can detect CNVs in the whole genome at a higher resolution than conventional cytogenetic methods. Array-CGH is currently recommended as the first-tier genetic test for ID cases worldwide. In the present study, we aimed to evaluate clinical, radiological, and genetic analyses of a 12-year and 4-month-old girl with microcephaly, ID, and obesity. In the array-CGH analysis, a 3.1-Mb deletion, arr[GRGh37] 10q23.31g23.33 (92745793_95937944)×1 was detected, and this alteration was evaluated to be pathogenic. We consider that haploinsufficiency of the candidate genes (<i>GPR120</i>, <i>KIF11</i>, <i>EXOC6</i>, <i>CYP26A1</i>, <i>CYP26C1</i>, and <i>LGI1</i>) in the deletion region may explain microcephaly, ID, obesity, seizures, and ophthalmological findings in our patient. The investigation of 10q23.31q23.33 microdeletion in cases with syndromic obesity may contribute to molecular genetic diagnosis.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 370-370
Author(s):  
Christine L. O’Keefe ◽  
Ramon Tiu ◽  
Lukasz Gondek ◽  
Aaron Viny ◽  
Karl Theil ◽  
...  

Abstract The evolution of abnormal hematopoietic clones characterized by acquired chromosomal abnormalities is the central event in the pathogenesis of MDS. Defective chromosomes have significant clinical implications in the management of MDS and suggest the presence of an inherent chromosomal instability. As karyotypic lesions are not found in all MDS patients, it is possible that in some the dysplastic clone may evolve without a chromosomal defect or, more likely, the resolution of routine metaphase cytogenetics is not sufficient to detect smaller lesions; in many instances lack of growth precludes the analysis. Array-based comparative genomic hybridization (A-CGH) allows for a high-resolution genomic scan that circumvents some of the limitations associated with the use of conventional cytogenetics. We hypothesized that high-resolution genomic analysis of genetic gains and losses by A-CGH may detect cryptic lesions, particularly in patients with negative/non-informative cytogenetics that may be of clinical/scientific significance. We examined bone marrow cells from 39 MDS patients (18 RA/RARS, 11 RAEB-t, 6 CMML and 4 secondary AML) and 11 controls using a 2632 BAC microarray and CGH. Dye swapping on duplicate arrays assured reproducibility of the CGH results, confirmed globally by a high resolution 50K SNP microarray in 4 patients and by microsatellite analysis in others. By traditional cytogenetics 19 patients had chromosomal lesions, 18 were normal and 2 tests non-informative. When A-CGH was applied, a normal karyotype was found in only 15% of patients in comparison to 46% by metaphase cytogenetics. Of note is that both cases with uninformative cytogenetics showed an abnormal CGH result and in several patients (N=11) with an abnormal karyotype additional lesions were found. Karyotypic results were confirmed in 7 cases; discordant analysis may be due to a lower proportion of dysplastic cells in marrow. Irrespective of the genomic area affected, when we studied the raw number of lesions more advanced forms of MDS (RAEB-t/AML) were evenly distributed between patients subdivided on sheer number of lesions (0, 1–17, &gt;17). Many hotspots of genomic instability shared between patients were identified. For example, 1p26.3, 10q26 and 4p16 lesions were found in 2 or more patients. Interestingly, these regions contain genes of potential pathologic significance, including tubulin gamma complex associated protein 2 (TUBGCR2) and histone stem-loop binding protein (SLBP). Cryptic lesions on chromosome 7 (e.g. 7p21, 7q31) were identified in 5 patients with normal cytogenetics. These patients suffered from severe cytopenias, consistent with the prognosis of monosomy 7 and highlighting a consensus defect on chromosome 7. Certain chromosomes were rarely or never affected, implying that a more targeted array might be designed for clinical use. A-CGH Cytogenetics Unsuccessful Normal Abnormal Unsuccessful (N=2) 0 0 2 Normal (N=18) 0 3 15 Abnormal (n=19) 0 3 16 In summary, our study highlights the superior level of resolution of A-CGH as compared to metaphase analysis in the diagnosis of MDS. A prospective analysis is underway to determine the prognostic value of CGH-detected lesions and their pathophysiologic significance.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 2431-2431
Author(s):  
Daniel T. Starczynowski ◽  
Suzanne Vercauteren ◽  
Adele Telenius ◽  
Sandy Sung ◽  
Kaoru Tohyama ◽  
...  

Abstract The myelodysplastic syndromes (MDS) are a heterogeneous group of clonal hematologic malignancies characterized by peripheral cytopenias, a hypercellular marrow with ineffective hematopoiesis and a propensity to progress to acute myeloid leukemia (AML). MDS is thought to arise from a primitive (CD34+) hematopoietic cell that has acquired genetic and/or epigenetic abnormalities. Risk stratification according to the International Prognostic Scoring System (IPSS) defines patient categories that correlate with survival and the likelihood of transformation to AML. Greater than 50% of individuals diagnosed with MDS are in the lower-risk groups. The importance of cytogenetics in risk stratification has been verified in several studies, but is of limited value in patients with lower-risk subtypes because approximately 50% of these patients do not have karyotypic abnormalities detectable using standard techniques. To further our biological understanding of lower-risk subtypes of MDS, and to identify potential MDS-initiating alterations in the genome, we looked for alterations in DNA extracts from purified CD34+ marrow cells from 44 MDS lower-risk patients using a submegabase bacterial artificial chromosome (BAC) array to perform whole genome comparative genomic hybridization (CGH) analyses. These studies identified numerous cryptic structural DNA alterations that were not detectable by standard cytogenetic analysis and were also not found in 15 age-matched normal controls. Although most patients tested had a normal karyotype, 23 recurring, novel copy number alterations of a median size of 0.6 megabases were identified. These included gains at 11q24.2-qter, 17q11.2 and 17q12, and losses at 2q33.1-q33.2 and 14q12. Comparison of changes in CD34+ marrow cells with DNA from CD3+ cells isolated from the same patients showed that a recurring duplication at band 17q12 was exclusive to the CD34+ cells in 2 of 3 patients. Validation of this copy number gain at chr 17q12 by FISH confirmed duplication of the locus. In addition, whole genome array CGH analysis of CD34+ marrow cells from karyotypically normal (n = 25) and abnormal (n = 15) lower risk MDS patients revealed extensive genome alterations (involving &gt;3 Mb) correlated with poorer overall survival, and was more frequently associated with transformation to AML as compared to IPSS stratification alone. Our studies suggest that array CGH may be useful as an ancillary test to better stratify lower-risk subtypes of MDS and, at the same time lead to the identification of early mutations that contribute to disease initiation.


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