scholarly journals Chromosomal lesions and uniparental disomy detected by SNP arrays in MDS, MDS/MPD, and MDS-derived AML

Blood ◽  
2008 ◽  
Vol 111 (3) ◽  
pp. 1534-1542 ◽  
Author(s):  
Lukasz P. Gondek ◽  
Ramon Tiu ◽  
Christine L. O'Keefe ◽  
Mikkael A. Sekeres ◽  
Karl S. Theil ◽  
...  

Abstract Using metaphase cytogenetics (MC), chromosomal abnormalities are found in only a proportion of patients with myelodysplastic syndrome (MDS). We hypothesized that with new precise methods more cryptic karyotypic lesions can be uncovered that may show important clinical implications. We have applied 250K single nucleotide polymorphisms (SNP) arrays (SNP-A) to study chromosomal lesions in samples from 174 patients (94 MDS, 33 secondary acute myeloid leukemia [sAML], and 47 myelodysplastic/myeloproliferative disease [MDS/MPD]) and 76 controls. Using SNP-A, aberrations were found in around three-fourths of MDS, MDS/MPD, and sAML (vs 59%, 37%, 53% by MC; in 8% of patients MC was unsuccessful). Previously unrecognized lesions were detected in patients with normal MC and in those with known lesions. Moreover, segmental uniparental disomy (UPD) was found in 20% of MDS, 23% of sAML, and 35% of MDS/MPD patients, a lesion resulting in copy-neutral loss of heterozygosity undetectable by MC. The potential clinical significance of abnormalities detected by SNP-A, but not seen on MC, was demonstrated by their impact on overall survival. UPD involving chromosomes frequently affected by deletions may have prognostic implications similar to the deletions visible by MC. SNP-A–based karyotyping shows superior resolution for chromosomal defects, including UPD. This technique further complements MC to improve clinical prognosis and targeted therapies.

Blood ◽  
2009 ◽  
Vol 113 (25) ◽  
pp. 6403-6410 ◽  
Author(s):  
Anna M. Jankowska ◽  
Hadrian Szpurka ◽  
Ramon V. Tiu ◽  
Hideki Makishima ◽  
Manuel Afable ◽  
...  

Abstract Chromosomal abnormalities are frequent in myeloid malignancies, but in most cases of myelodysplasia (MDS) and myeloproliferative neoplasms (MPN), underlying pathogenic molecular lesions are unknown. We identified recurrent areas of somatic copy number–neutral loss of heterozygosity (LOH) and deletions of chromosome 4q24 in a large cohort of patients with myeloid malignancies including MDS and related mixed MDS/MPN syndromes using single nucleotide polymorphism arrays. We then investigated genes in the commonly affected area for mutations. When we sequenced TET2, we found homozygous and hemizygous mutations. Heterozygous and compound heterozygous mutations were found in patients with similar clinical phenotypes without LOH4q24. Clinical analysis showed most TET2 mutations were present in patients with MDS/MPN (58%), including CMML (6/17) or sAML (32%) evolved from MDS/MPN and typical MDS (10%), suggesting they may play a ubiquitous role in malignant evolution. TET2 mutations affected conserved domains and the N terminus. TET2 is widely expressed in hematopoietic cells but its function is unknown, and it lacks homology to other known genes. The frequency of mutations in this candidate myeloid regulatory gene suggests an important role in the pathogenesis of poor prognosis MDS/MPN and sAML and may act as a disease gene marker for these often cytogenetically normal disorders.


2006 ◽  
Vol 24 (11) ◽  
pp. 1720-1728 ◽  
Author(s):  
Donghui Li ◽  
Marsha Frazier ◽  
Douglas B. Evans ◽  
Kenneth R. Hess ◽  
Christopher H. Crane ◽  
...  

Purpose Our goal was to determine whether single nucleotide polymorphisms (SNPs) in DNA repair genes influence the clinical outcome of pancreatic cancer. Patients and Methods We evaluated 13 SNPs of eight DNA damage response and repair genes in 92 patients with potentially resectable pancreatic adenocarcinoma. All patients were treated with neoadjuvant concurrent gemcitabine and radiotherapy with or without a component of induction gemcitabine/cisplatin at The University of Texas M.D. Anderson Cancer Center (Houston, TX) from February 1999 to August 2004 and observed through August 2005. Response to the pretreatment was assessed by evaluating time to tumor progression and overall survival. Kaplan-Meier plot, log-rank test, and Cox regression were used to compare survival of patients according to genotype. Results The RecQ1 A159C, RAD54L C157T, XRCC1 R194W, and ATM T77C genotypes had a significant effect on the overall survival with log-rank P values of .001, .004, .001, and .02, respectively. A strong combined effect of the four genotypes was observed. Patients with none of the adverse genotypes had a mean survival time of 62.1 months, and those with one, two, or three or more at-risk alleles had median survival times of 27.5, 14.4, and 9.9 months, respectively (log-rank P < .001). There is a significant interaction between the RecQ1 gene and other genotypes. All four genes except XRCC1 remained as independent predictors of survival in multivariate Cox regression models adjusted for other clinical predictors. Conclusion These observations support the hypothesis that polymorphic variants of DNA repair genes affect clinical prognosis of patients with pancreatic cancer.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 3371-3371
Author(s):  
Nils Heinrich Thoennissen ◽  
Norihiko Kawamata ◽  
Terra L Lasho ◽  
Tamara Weiss ◽  
Daniel Nowak ◽  
...  

Abstract Myeloproliferative disorders (MPD) are a group of heterogeneous diseases that include polycythemia vera (PV), essential thrombocythemia (ET), and primary myelofibrosis (PMF). They are characterized by increased hematopoiesis leading to elevated numbers of non-lymphoid cells and/or platelets in the peripheral blood. Beside thrombotic and hemorrhagic complications, MPD may evolve into secondary acute myeloid leukemia (sAML). Recently characterized markers suggest an opportunity to diagnose and identify subpopulations of MPD patients. In particular, altered expression and point mutations of PRV-1, MPL and JAK2 were commonly found in MPD, as well as deletions on chromosome 20q (del20q). Acquired uniparental disomy (UPD) on chromosome 1p (1pUPD) and 9p (9pUPD) leading to copy-neutral loss of heterozygosity (LOH) is a further mechanism found in MPD which often leads to homozygous activated mutations of MPL and JAK2, respectively. However, the molecular mechanisms involved in the transformation process to sAML remains unclear. Using standard metaphase cytogenetics (MC), chromosomal abnormalities are found in only a proportion of patients with MPD. We hypothesized that with new precise methods more genomic lesions can be uncovered that may be associated with leukemic transformation. To address this issue, we used 250K single nucleotide polymorphisms (SNP) Chip arrays to study chromosomal lesions in 40 sAML samples from patients who evolved from MPD; 7 had preexisting PV, 25 PMF, and 8 ET. Moreover, 43 additional samples of MPD (10 PV, 17 ET, and 16 PMF) were included in this study. SNP-chip analysis showed major chromosomal changes in almost all the sAML samples including monosomy 16, deletions of 1q-, 3p-, 6p-, 5q-, 7q-, 9q-, 12p-, 6q-, 3q-, 17p-, 19q-, and 20q- as well as trisomy 2, 3, 8, 9, 12, 15, 19, 21, and 22. We validated these data by MC. However, numerous new genomic alterations which contained potentially interesting genes that might contribute to leukemic transformation were detected by SNP Chip Array in patient samples with normal karyotype. Moreover, UPD was very frequent: 44% (19/43) of MPD and 53 % (21/40) sAML samples. 1pUPD occurred in 5 patients with MPD (1PV, 4 PMF; 12 %) compared to 5 patients with sAML (1 PV, 4 PMF; 13 %). 9pUPD was found in 16 MPD patients (8 PV, 7 PMF, 1 ET; 37%) and 6 sAML patients (3 PV, 2 PMF, 1ET; 15 %). All patients with 9pUPD proved to be positive for the JAK2 V617F mutation seen by allele specific PCR. Interestingly, the MPD samples only had UPD on 1p, 9p, and 12q. In contrast, sAML samples showed additional UPD regions on 7q, 11q, 12q, 16p, 17p, 19q, and 21q. Beside the evaluation of the non-matching groups of patients with MPD and sAML, we also evaluated 4 patients during their PMF and sAML stages by SNP Chip. The sAML samples acquired additional genomic changes including trisomy 8, 10, 14, 19, duplication on 3q and 6p, and heterozygote deletion on 18q. In contrast, 1pUPD, 9pUPD, and 12qUPD were detected in both MPD and sAML matching samples, suggesting that these changes do not play an immediate role in causing transformation. In conclusion, we detected chromosomal regions possessing genes which may be involved in the leukemic transformation of MPD patients.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 107-107
Author(s):  
Matthew J. Walter ◽  
R. Ries ◽  
X. Li ◽  
W. Shannon ◽  
J. Payton ◽  
...  

Abstract To test if small deletions or amplifications (ie. below the resolution of cytogenetics) exist in bone marrow-derived tumor DNA from acute myeloid leukemia (AML) patients (pts), we used a dense tiling path array comparative genomic hybridization (aCGH) platform consisting of 386,165 unique oligomers spaced evenly at ∼6Kb intervals across the genome. We analyzed 144 adult de novo AML pts; 64 had normal karyotypes, and 80 had 1 or 2 clonal aberrations. Similar numbers of FAB M0/1, M2, M3, and M4 pts were included, and all samples had >30% blasts (median=72%). To generate a cancer-free control set of data, we also analyzed 23 DNA samples from normal individuals matched for age and ethnicity, and with no history of cancer. Both the tumor and cancer-free control DNA samples were co-hybridized with a pool of control DNAs from blood of 4 healthy young males. To define the sensitivity and specificity of the aCGH platform, we examined its ability to detect cytogenetically defined chromosome gains and losses. Of the 33 gains and losses present in >20% of metaphases, 29 (88%) were detected by aCGH. Of the 20 gains and losses present in ≤20% of metaphases, aCGH detected only 5 (25%). Three of 63 (4.8%) balanced translocations [t(15;17), t(8;21), t(9;11)] were detected using aCGH, indicating that breakpoints of some translocations contained small deletions. Further, we identified many previously described germline copy number variants (CNVs) in both the AML pts and cancer-free controls. To improve our ability to define even smaller somatic microdeletions and amplifications, we tested 20 AML pts using CGH arrays containing 1.5 million probes per genome (average probe spacing 1.5 Kb). To preclude detection of germline CNVs, the higher resolution CGH experiments were performed comparing tumor and skin-derived DNA from the same patient. These same sample pairs were also analyzed individually with the Affymetrix 500K SNP arrays. Using stringent criteria to define abnormal segments, we identified 64 altered loci in the 20 AML pts that were not apparent cytogenetically, and that contained ≥1 gene. SNP arrays confirmed aCGH findings in 7/9 loci >100 Kb, and in 1/55 loci <100 Kb in size. In addition, SNP arrays revealed copy number neutral loss of heterozygosity of the 11p arm in 2/20 AML pts, indicating partial uniparental disomy (UPD) involving this region. We also detected somatic deletions in the T cell receptor (TCR) (n=3/20) and immunoglobulin heavy chain (n=1/20) genes, including a homozygous deletion measuring 4.3 Kb in size. The remaining loci identified with the 1.5M oligo aCGH platform were validated using quantitative PCR with matched tumor and germline DNA. Only 5/60 putative calls were validated using this approach, and include a deletion of IGFBP2, and amplifications of CROP, CPEB4, HOMER1, and ZNF148. In summary, 13 loci containing genes have been validated by SNP arrays or qPCR. No recurrent deletions or amplifications were found in the 20 AML pts. Thus, an additional 74 AML pts are being screened for evidence of recurrence at these loci. Our data suggest that an ultra-dense platform may be required to detect the majority of somatic copy number changes in AML genomes, and that UPD is relatively rare in AML pts, occurring in ∼10% of pts, and recurrent only in the 11p region.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 4132-4132
Author(s):  
Theodore Ghazal ◽  
Lukasz P. Gondek ◽  
Abdo S. Haddad ◽  
Karl S. Theil ◽  
Mikkael A. Sekeres ◽  
...  

Abstract Among WHO low-risk categories of MDS, refractory anemia with ringed sideroblasts (RARS) can be more accurately diagnosed by characteristic pathomorphology. Clonal hematopoiesis and chromosomal abnormalities exemplify a close pathogenetic relationship to other forms of MDS. RARS shows considerable clinical variability even for patients (pts) with identical cytogenetic defects. Due to the low resolution of metaphase cytogenetics (MC) and its dependence on cell growth in vitro, this test is often non-informative in MDS. High-density SNP arrays (SNP-A) allow for a precise identification of unbalanced genomic lesions and copy-neutral loss of heterozygozity. We hypothesize that cryptic chromosomal (chr) aberrations exist in most, if not all, pts with RARS. Their detection may help to improve prognostication, distinguish distinct phenotypes and point towards unifying pathogenic defects. Initially, we analyzed the results of MC in pts with MDS and MDS/MPD (N=455) and in a sub-cohort of RARS, RCMD-RS, RARSt and other MDS subtypes with >15% RS. When we compared pts with/without RS, chr defects were found at comparable frequencies (∼50%). The most commonly occurring defects associated with RS, compared to other forms of MDS, included those of chr 5 (9% vs. 16%, 7 (8% vs. 12%) and 20 (3% vs. 8%). DNA was available for 36 pts with RS and was subjected to 250K SNP-A karyotyping. Pathologic lesions were defined upon exclusion of normal copy number polymorphisms identified in 81 controls (O’Keefe at al ASH 2007), as well as the Database of Genomic Variants (http://projects.tcag.ca/variation). By MC, a defective karyotype was present in 16/36 pts (44%). Deletions involving chr 5, 7 and complex MC were found in 3, 5, and 2pts, respectively. However, when SNP-A was applied as a karyotyping tool (copy number and LOH analysis), all aberrations found by MC were confirmed, but also new lesions were detected so that an abnormal karyotype was established in 62% of pts. Several previously cryptic/recurrent lesions included losses of a portion of chr. 2 (N=2; 2p16.2, 2p16.3), and deletions (N=4; 7p11.1–14.1, 7p21.3, 7q11.23–21.11, 7q21.12-qter) as well as gains (N=1; 7q33) on chr 7. We have also detected segmental uniparental disomy (UPD) in chr 1 (N=2; 1p21.3–22.2, 1p). This type of lesion cannot be detected using MC and provides an additional mechanism leading to LOH. When both bone marrow and blood of 5 RARS patient were tested using SNP-A, blood analysis had 100% accuracy rate as compared to marrow; all defects seen in the marrow were also found in blood. We conclude that chromosomal defects are present in a majority of RARS patients and arrays with higher resolution will identify defects in most, if not all of the patients. Our study also demonstrates testing of peripheral blood by SNP-A can complement marrow MC, especially in cases in which marrow is not available. Detection of clonal marker aberrations in blood of RARS patients suggests that mostly clonal dysplastic progenitor cells contribute to blood production rather than residual “normal” progenitors.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 639-639
Author(s):  
Ramon V. Tiu ◽  
Lukasz P Gondek ◽  
Jungwon Huh ◽  
Christine O’Keefe ◽  
Mikkael A. Sekeres ◽  
...  

Abstract While current pathomorphologic criteria distinguish MDS, MDS/MPD and MDSderived AML (sAML), these conditions share common unbalanced chromosomal abnormalities highly predictive of prognosis. Reflecting their clinical importance, IPSS is highly influenced by metaphase cytogenetics (MC), the standard for detection of chromosomal abnormalities. Due to its low resolution and need for cell divisions, MC can only detect abnormalities in 50% of patients with MDS, novel technologies have been developed that could improve the diagnostic yield. Among these methods, single nucleotide polymorphism arrays (SNP-A) have been adopted as a cytogenetic platform. SNP-A karyotyping can be performed on interphase cells and allows for detection of smaller lesions as well as for copy-neutral loss of heterozygosity (LOH). As a result, some reference laboratories offer this test for routine cytogenetic diagnostics. However, the clinical relevance of lesions detected by SNP-A remains unclear and, consequently, we designed this comprehensive study to clarify the clinical impact of cytogenetic results generated through a combined application of SNP-A and MC. A cohort of 352 patients (218 MDS, 59 MDS/MPD, 75 sAML) was studied using Affymetrix 250K (N=160), Affymetrix 6.0 (N=190) and both platforms (N=95). Controls included 362 and 118 samples analyzed by 250k and 6.0 arrays, respectively. CNAGv3 or GCv2.1 software was used for analysis. To avoid biological and technical artifacts, known copy number variants as well as areas of LOH&lt;2.5Mba were excluded. All other lesions, if not present on MC, were confirmed in germ line DNA if possible. The median follow-up time was 29 months (95% CI; 21-38 mo) and for many patients serial samples were studied, showing sequential acquisition of chromosomal defects. Overall, the detection rate of chromosomal abnormalities was improved compared to MC (57% vs. 44%; p=.0096), MDS/MPD (66% vs. 39%, p=.0055) and sAML (63% vs. 45%, p=.048). Somatic uniparental disomy (UPD) accounted for a significant proportion of newly detected defects (26% of new lesions). Overall, UPD was detected in 100 patients (78 as the sole and 22 as an additional lesion). Chromosomal lesions were identified in 98/180 with normal MC. In 61% of patients with non-informative MC (N=18), SNP-A demonstrated an abnormal karyotype; those with newly detected lesions showed inferior outcomes in overall survival (OS) [16 vs. 36 mo, p=.03]. Analysis of OS showed that patients with new defects detected by SNP-A and previously normal MC have worse outcomes compared to those in whom normal chromosomes were confirmed (39 vs. 73 mo, p=.03). Moreover, additional lesions also conferred worse prognosis for patients with abnormal karyotype by MC (17 vs. 38 mo, p=.01). This trend was even more pronounced when specific subgroups were analyzed based on OS and event free survival (EFS). For example, detection of new lesions in MDS (OS p=.02), MDS/MPD (OS p=.009, EFS p=.01) or sAML (OS p=.02, EFS p=.008) results in significant worsening of OS and EFS as compared to patients with truly normal cytogenetics. Newly detected lesions allowed for more precise prognostication within established IPSS strata of MDS and MDS/MPD patients. The detection of SNP-A defects negatively impacted OS/EFS in patients with low IPSS (NR vs. 69 mo, p=&lt;.0001; 42 vs. 112 mo, p=&lt;.0001), decreased EFS in Int-1/2 (24 vs. 29 mo; p=&lt;.0001) and decreased OS/ EFS in high IPSS categories (11 vs. 26 mo, p=&lt;.0001; 7 vs. 14 mo, p=&lt;.0001). In sAML, patients with SNP-A lesions, regardless of MC, have worse OS (6 vs. 21 mo, p=.009) and EFS (5 vs. 13 mo, p=.01). In summary, SNP-A karyotyping facilitates detection of lesions which can complement MC and contribute to a better molecular diagnosis. SNPdetected lesions have impact on prognostic parameters which will likely affect future risk stratification schemes and have prognostic significance regardless of MC in sAML. As a result, new molecular subtypes of MDS may be identified and better-defined recurrent lesions will contribute to identification of causative genes.


Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 125-125 ◽  
Author(s):  
Marcin Wlodarski ◽  
Christine O’Keefe ◽  
Lukasz Gondek ◽  
Seishi Ogawa ◽  
Jaroslaw P. Maciejewski

Abstract Aplastic anemia (AA) and myelodysplastic syndrome (MDS) show pathophysiologic and clinical overlap; e.g., MDS can present with hypocellular marrow and a substantial proportion of AA patients develop MDS. A majority of AA patients respond to immunosuppression (IS), also effective in some patients with MDS. Patients with MDS show expansion of single hematopoietic clone frequently characterized by chromosomal aberrations while AA is oligoclonal, likely due to a decrease in available stem cells. Owing to the low resolution of metaphase cytogenetics and its dependence on cell growth in vitro, the ability to detect clonal chromosomal defects is limited in AA and the test is often negative or non-informative in MDS. High-density SNP arrays (SNP-A) can be used for precise identification of unbalanced genomic lesions. We hypothesize that cryptic clonal genomic aberrations do exist in some patients with AA. Their detection may have important clinical implications; it could help to distinguish patients unresponsive to IS, indicate propensity to MDS evolution and point towards pathogenetic genetic lesions. We have applied 50K and 250K SNP-A to analyze bone marrow (N=17), blood (N=49) or both (N=3) of patients with AA (N=26), PNH (N=33) and hypoplastic MDS (N=10). The results were analyzed using CNAG and Exemplar software. Defects identified in marrow of healthy controls (N=36) were used to define the minimal pathologic lesion (only 1 lesion was identified). In AA and PNH, clonal chromosomal abnormalities were found in 5/10 marrow and 15/52 blood samples, respectively, and in 4/10 bone marrows from hypocellular MDS. Of these lesions, known chromosomal defects (following progression to MDS) were confirmed in 3 AA patients and most significantly we also found previously cryptic abnormalities in 17 patients with AA (4 marrow, 13 blood) and normal metaphase cytogenetics. The new lesions involved segmental uniparental disomy (UPD) involving portions of chromosomes 1,2,6,7,8, 9,10,13 and 14. For example, we found LOH due to UPD at 7q (q21.11, q31.33, N=3). The results of 50K SNP-A were validated by 250K scan. LOH due to deletions (monoploid) or UDP (diploid) were confirmed by microsatellite and Taqman PCR copy number analysis, respectively. The lesions were somatic and not present in nonclonal lymphocytes. Overlapping UDP at 2p21.1–p22.1 (2AA, 1PNH) and 2p16.1 (2AA, 1hypoMDS) was detected. Examples of genes linked to SNP in deleted lesions include FANCL, LOC151445 and VRK2. Moreover, LOH due to UDP resulted in homozygosity for very minor alleles of SNPs linked to KIA1607 or NHMT (control population frequency 20%, 19%) and NRX1 or SMEK3 (14%, 27%) in 2q21 and 2p16, respectively. Hematologic response to IS was seen in 7/12 (58%) AA patients in whom lesions were found. However, only 5 of these patients were sampled prior to IS, 2 subsequently responded and 3 remained refractory. In contrast, 16/22 AA patients with normal chromosomes by SNP-A treated with IS showed a hematologic response (72%). Our study, representing the first application of high-density SNP-A for karyotyping of patients with AA, demonstrates that some patients with AA may harbor cryptic clonal defects possibly consistent with the diagnosis of MDS. It is likely that these lesions have clinical and prognostic significance.


Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 853-853 ◽  
Author(s):  
Lukasz P. Gondek ◽  
Abdo Haddad ◽  
Christine O’Keefe ◽  
Ramon Tiu ◽  
Zachary Nearman ◽  
...  

Abstract Using metaphase cytogenetics (MC), chromosomal abnormalities can be found in approximately 50% of patients with MDS (in our cohort (N=356), 46% of patients had normal karyotype by MC), in whom they have important prognostic implications. However, patients with identical lesions, including normal karyotype may show variable clinical behavior. We hypothesized that if a more precise method is used, previously cryptic karyotypic lesions can be found in patients with known aberrations as well as in those with normal MC. High-density SNP arrays (SNP-A) can be used for precise LOH and gene copy number analysis. We have applied this new platform (Affymetrix 250K SNP arrays) to study chromosomal lesions in bone marrow samples from 112 MDS patients, 6 hematologic and 36 healthy controls. Our MDS cohort included patients with RA/RCMD (N=30), RARS/RCMD-RS (N=18), RAEB1/2 and sAML (N=45), and CMML1/2 (N=19); by traditional MC, aberrations of chromosomes 5, 8, 7, and complex karyotypes were present in 13%, 9%, 6% and 8% of patients, respectively. A normal MC exam was obtained in 44% of this sample; in 4% of cases the results were non-informative due to lack of growth. We first applied whole genome scan by SNP-A to establish parameters for minimal pathogenic lesions in healthy controls in whom copy number polymorphisms were easily detectable, but only a limited number of small random defects was found (O’Keefe, ASH 2006). Hematologic controls all showed a normal whole genome scan. However, when this method was applied to MDS patients, chromosomal aberrations were detected in 79% (vs. 52% by MC, p&lt;0.001). Previously unrecognized lesions were detected in both patients with a normal MC test, as well as in those with known lesions. Consequently, a higher proportion of patients showed &gt;1 genomic lesion (e.g. for MC vs. SNP-A, 2 defects in 10/112 vs. 27/112, and ≥3 in 9/112 vs. 31/112, respectively). Newly identified lesions were confirmed by microsatellite and TaqMan PCR copy number analysis in clonal and wt hematopoietic cells. Most significantly, in a proportion of patients, we have identified segmental uniparental disomy (UPD), a lesion resulting in LOH that cannot be detected by MC; it was found in 24% of patients. Most often, UPD involved chromosomes/regions that are frequently affected by loss of genetic material, including chromosome 7q (N=5), 11q (N=5) and 6p (N=3), but also in chromosomes 1 (N=5) and 17 (N=3). As a result, shared areas of LOH were identified in a higher proportion of patients. For example, in addition to known 7/7q deletions (N=7), we have detected 2 new losses involving 7q34 (N=3) and 7q22.1 (N=2) as well as UPD in 7q (N=5), increasing the proportion of patients with aberrant chromosome 7 from 6% by MC to 15% by SNP-A (p&lt;0.03). Clinical analysis of the impact of previously cryptic lesions analogous to those with established adverse prognostic impact (new del7/upd7 or complex) suggests that that SNP-A karyotyping will have clinical utility above and beyond the value of MC. In sum, SNP-A-based karyotyping allows for precise detection of chromosomal lesions in MDS. Previously cryptic defects, including UPD may have clinical and prognostic relevance and help identify genes responsible for the phenotype of the dysplastic clone.


2014 ◽  
Vol 7 (Suppl 1) ◽  
pp. O4
Author(s):  
Jia-Chi Wang ◽  
Leslie Ross ◽  
Loretta W Mahon ◽  
Renius Owen ◽  
Morteza Hemmat ◽  
...  

2021 ◽  
Vol 11 ◽  
Author(s):  
Xue Wang ◽  
Zihui Zhao ◽  
Xueqing Han ◽  
Yutong Zhang ◽  
Yitong Zhang ◽  
...  

BackgroundBreast cancer (BRCA) is a malignant tumor with a high mortality rate and poor prognosis in patients. However, understanding the molecular mechanism of breast cancer is still a challenge.Materials and MethodsIn this study, we constructed co-expression networks by weighted gene co-expression network analysis (WGCNA). Gene-expression profiles and clinical data were integrated to detect breast cancer survival modules and the leading genes related to prognostic risk. Finally, we introduced machine learning algorithms to build a predictive model aiming to discover potential key biomarkers.ResultsA total of 42 prognostic modules for breast cancer were identified. The nomogram analysis showed that 42 modules had good risk assessment performance. Compared to clinical characteristics, the risk values carried by genes in these modules could be used to classify the high-risk and low-risk groups of patients. Further, we found that 16 genes with significant differential expressions and obvious bridging effects might be considered biological markers related to breast cancer. Single-nucleotide polymorphisms on the CYP24A1 transcript induced RNA structural heterogeneity, which affects the molecular regulation of BRCA. In addition, we found for the first time that ABHD11-AS1 was significantly highly expressed in breast cancer.ConclusionWe integrated clinical prognosis information, RNA sequencing data, and drug targets to construct a breast cancer–related risk module. Through bridging effect measurement and machine learning modeling, we evaluated the risk values of the genes in the modules and identified potential biomarkers for breast cancer. The protocol provides new insight into deciphering the molecular mechanism and theoretical basis of BRCA.


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