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  • 1
    In: Annals of Neurology, Wiley, Vol. 90, No. 1 ( 2021-07), p. 143-158
    Abstract: Precursors of peptide hormones undergo posttranslational modifications within the trans‐Golgi network (TGN). Dysfunction of proteins involved at different steps of this process cause several complex syndromes affecting the central nervous system (CNS). We aimed to clarify the genetic cause in a group of patients characterized by hypopituitarism in combination with brain atrophy, thin corpus callosum, severe developmental delay, visual impairment, and epilepsy. Methods Whole exome sequencing was performed in seven individuals of six unrelated families with these features. Postmortem histopathological and HID1 expression analysis of brain tissue and pituitary gland were conducted in one patient. Functional consequences of the homozygous HID1 variant p.R433W were investigated by Seahorse XF Assay in fibroblasts of two patients. Results Bi‐allelic variants in the gene HID1 domain‐containing protein 1 ( HID1 ) were identified in all patients. Postmortem examination confirmed cerebral atrophy with enlarged lateral ventricles. Markedly reduced expression of pituitary hormones was found in pituitary gland tissue. Colocalization of HID1 protein with the TGN was not altered in fibroblasts of patients compared to controls, while the extracellular acidification rate upon stimulation with potassium chloride was significantly reduced in patient fibroblasts compared to controls. Interpretation Our findings indicate that mutations in HID1 cause an early infantile encephalopathy with hypopituitarism as the leading presentation, and expand the list of syndromic CNS diseases caused by interference of TGN function. ANN NEUROL 2021;90:149–164
    Type of Medium: Online Resource
    ISSN: 0364-5134 , 1531-8249
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2021
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  • 2
    In: Haematologica, Ferrata Storti Foundation (Haematologica), Vol. 107, No. 1 ( 2021-06-17), p. 100-111
    Abstract: Identification of fusion genes in clinical routine is mostly based on cytogenetics and targeted molecular genetics, such as metaphase karyotyping, fluorescence in situ hybridization and reverse-transcriptase polymerase chain reaction. However, sequencing technologies are becoming more important in clinical routine as processing time and costs per sample decrease. To evaluate the performance of fusion gene detection by RNAsequencing compared to standard diagnostic techniques, we analyzed 806 RNA-sequencing samples from patients with acute myeloid leukemia using two state-of-the-art software tools, namely Arriba and FusionCatcher. RNA-sequencing detected 90% of fusion events that were reported by routine with high evidence, while samples in which RNA-sequencing failed to detect fusion genes had overall lower and inhomogeneous sequence coverage. Based on properties of known and unknown fusion events, we developed a workflow with integrated filtering strategies for the identification of robust fusion gene candidates by RNA-sequencing. Thereby, we detected known recurrent fusion events in 26 cases that were not reported by routine and found discrepancies in evidence for known fusion events between routine and RNA-sequencing in three cases. Moreover, we identified 157 fusion genes as novel robust candidates and comparison to entries from ChimerDB or Mitelman Database showed novel recurrence of fusion genes in 14 cases. Finally, we detected the novel recurrent fusion gene NRIP1- MIR99AHG resulting from inv(21)(q11.2;q21.1) in nine patients (1.1%) and LTN1-MX1 resulting from inv(21)(q21.3;q22.3) in two patients (0.25%). We demonstrated that NRIP1-MIR99AHG results in overexpression of the 3' region of MIR99AHG and the disruption of the tricistronic miRNA cluster miR-99a/let-7c/miR-125b-2. Interestingly, upregulation of MIR99AHG and deregulation of the miRNA cluster, residing in the MIR99AHG locus, are known mechanisms of leukemogenesis in acute megakaryoblastic leukemia. Our findings demonstrate that RNA-sequencing has a strong potential to improve the systematic detection of fusion genes in clinical applications and provides a valuable tool for fusion discovery.
    Type of Medium: Online Resource
    ISSN: 1592-8721 , 0390-6078
    Language: Unknown
    Publisher: Ferrata Storti Foundation (Haematologica)
    Publication Date: 2021
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  • 3
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 7, No. 1 ( 2016-06-02)
    Abstract: The t(8;21) translocation is one of the most frequent cytogenetic abnormalities in acute myeloid leukaemia (AML) and results in the RUNX1 / RUNX1T1 rearrangement. Despite the causative role of the RUNX1 / RUNX1T1 fusion gene in leukaemia initiation, additional genetic lesions are required for disease development. Here we identify recurring ZBTB7A mutations in 23% (13/56) of AML t(8;21) patients, including missense and truncating mutations resulting in alteration or loss of the C-terminal zinc-finger domain of ZBTB7A. The transcription factor ZBTB7A is important for haematopoietic lineage fate decisions and for regulation of glycolysis. On a functional level, we show that ZBTB7A mutations disrupt the transcriptional repressor potential and the anti-proliferative effect of ZBTB7A. The specific association of ZBTB7A mutations with t(8;21) rearranged AML points towards leukaemogenic cooperativity between mutant ZBTB7A and the RUNX1/RUNX1T1 fusion.
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2016
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  • 4
    In: Leukemia, Springer Science and Business Media LLC, Vol. 33, No. 8 ( 2019-8), p. 1895-1909
    Type of Medium: Online Resource
    ISSN: 0887-6924 , 1476-5551
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2019
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  • 5
    In: Leukemia, Springer Science and Business Media LLC, Vol. 34, No. 6 ( 2020-06), p. 1553-1562
    Abstract: The fusion genes CBFB / MYH11 and RUNX1 / RUNX1T1 block differentiation through disruption of the core binding factor (CBF) complex and are found in 10–15% of adult de novo acute myeloid leukemia (AML) cases. This AML subtype is associated with a favorable prognosis; however, nearly half of CBF-rearranged patients cannot be cured with chemotherapy. This divergent outcome might be due to additional mutations, whose spectrum and prognostic relevance remains hardly defined. Here, we identify nonsilent mutations, which may collaborate with CBF-rearrangements during leukemogenesis by targeted sequencing of 129 genes in 292 adult CBF leukemia patients, and thus provide a comprehensive overview of the mutational spectrum (‘mutatome’) in CBF leukemia. Thereby, we detected fundamental differences between CBFB/MYH11 - and RUNX1/RUNX1T1 -rearranged patients with ASXL2 , JAK2, JAK3, RAD21 , TET2, and ZBTB7A being strongly correlated with the latter subgroup. We found prognostic relevance of mutations in genes previously known to be AML-associated such as KIT , SMC1A, and DHX15 and identified novel, recurrent mutations in NFE2 (3%), MN1 (4%), HERC1 (3%), and ZFHX4 (5%). Furthermore, age 〉 60 years, nonprimary AML and loss of the Y-chromosomes are important predictors of survival. These findings are important for refinement of treatment stratification and development of targeted therapy approaches in CBF leukemia.
    Type of Medium: Online Resource
    ISSN: 0887-6924 , 1476-5551
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2020
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  • 6
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 24, No. 7 ( 2018-04-01), p. 1716-1726
    Abstract: Purpose: To study mechanisms of therapy resistance and disease progression, we analyzed the evolution of cytogenetically normal acute myeloid leukemia (CN-AML) based on somatic alterations. Experimental Design: We performed exome sequencing of matched diagnosis, remission, and relapse samples from 50 CN-AML patients treated with intensive chemotherapy. Mutation patterns were correlated with clinical parameters. Results: Evolutionary patterns correlated with clinical outcome. Gain of mutations was associated with late relapse. Alterations of epigenetic regulators were frequently gained at relapse with recurring alterations of KDM6A constituting a mechanism of cytarabine resistance. Low KDM6A expression correlated with adverse clinical outcome, particularly in male patients. At complete remission, persistent mutations representing preleukemic lesions were observed in 48% of patients. The persistence of DNMT3A mutations correlated with shorter time to relapse. Conclusions: Chemotherapy resistance might be acquired through gain of mutations. Insights into the evolution during therapy and disease progression lay the foundation for tailored approaches to treat or prevent relapse of CN-AML. Clin Cancer Res; 24(7); 1716–26. ©2018 AACR.
    Type of Medium: Online Resource
    ISSN: 1078-0432 , 1557-3265
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2018
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  • 7
    In: Genes, Chromosomes and Cancer, Wiley, Vol. 55, No. 7 ( 2016-07), p. 553-567
    Abstract: High throughput sequencing approaches, including the analysis of exomes or gene panels, are widely used and established to detect tumor‐specific sequence variants such as point mutations or small insertions/deletions. Beyond single nucleotide resolution, sequencing data also contain information on changes in sequence coverage between samples and thus allow the detection of somatic copy number alterations (CNAs) representing gain or loss of genomic material in tumor cells arising from aneuploidy, amplifications, or deletions. To test the feasibility of CNA detection in sequencing data we analyzed the exomes of 25 paired leukemia/remission samples from acute myeloid leukemia (AML) patients with well‐defined chromosomal aberrations, detected by conventional chromosomal analysis and/or molecular cytogenetics assays. Thereby, we were able to confirm chromosomal aberrations including trisomies, monosomies, and partial chromosomal deletions in 20 out of 25 samples. Comparison of CNA detection using exome, custom gene panel, and SNP array analysis showed equivalent results in five patients with variable clone size. Gene panel analysis of AML samples without matched germline control samples resulted in confirmation of cytogenetic findings in 18 out of 22 cases. In all cases with discordant findings, small clone size ( 〈 33%) was limiting for CNA detection. We detected CNAs consistent with cytogenetics in 83% of AML samples including highly correlated clone size estimation ( R  = 0.85), while six out of 65 cytogenetically normal AML samples exhibited CNAs apparently missed by routine cytogenetics. Overall, our results show that high throughput targeted sequencing data can be reliably used to detect copy number changes in the dominant AML clone. © 2016 Wiley Periodicals, Inc.
    Type of Medium: Online Resource
    ISSN: 1045-2257 , 1098-2264
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2016
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  • 8
    In: Blood, American Society of Hematology, Vol. 124, No. 21 ( 2014-12-06), p. 699-699
    Abstract: It is increasingly recognized that the tumor microenvironment plays a pivotal role in cancer initiation and progression. In mouse models it was shown that a genetically altered bone marrow (BM) micro milieu was sufficient to induce leukemia (Raaijmakers, Nature 2010); however, the pathogenic role and contribution of the BM stroma in leukemia initiation and during disease progression warrants further investigation. To address this, we have performed gene expression, methylation, RNAseq, whole exome sequencing (WES) in BM mesenchymal stroma cells (BM-MSC) and leukemic cells from AML patients (pts) to unravel underlying molecular alterations. We collected BM hematopoietic cells (BM-HC) as well as plastic-adherent BM-MSC from aspirates from AML pts and healthy donors (HD). BM-MSC were expanded to passage 4 and defined as CD73+/CD105+/CD271+/low/CD45-/CD33-. We investigated gene expression profiles (Affymetrix) of BM-MSC from newly diagnosed AML pts (n=20) and compared these to BM-MSC from HD (n=4). BM-MSC from AML pts displayed an altered expression signature with 191and 175genesbeingsignificantly 2-fold over- and under-expressed. KEGG analysis of differentially expressed genes in BM-MSC from AML pts exhibited enrichment for TGF-ß signalling, whereas downregulated genes were enriched for cytokine receptor interactions. Several of these candidates were validated in a larger set of BM-MSC samples by RT-PCR. One putative stroma-leukemia interaction molecule, lumican (LUM) was highly overexpressed in BM-MSC (n=60) from AML pts compared to HD (n=5; p value =0.019) indicating that LUM may affect the BM niche in AML. To explore the altered expression pattern in AML BM-MSC compared to HD BM-MSC, global methylation analyses (Illumina Infinium HumanMethylation 450 bead chip arrays) were performed in 5 AML pts where we had collected BM-HC and BM-MSC at 3 sequential time points [initial diagnosis (ID), remission (CR), relapse (REL); n=30] as well as in BM-HC and BM-MSC from HDs (n=6). A significantly different methylation profile was evident comparing AML BM-HC to the corresponding AML BM-MSC samples, the latter showing a homogenous pattern during the course of disease. When AML BM-MSC were compared to a set of HD BM-MSC, we identified 2416 differentially methylated CpG sites (p value 〈 0.01) indicating that an epigenetic deregulation contributes to the altered gene expression profile observed in AML BM-MSC. These 30 AML BM-MSC/BM-HC samples were subsequently analyzed by WES to unravel genetic alterations in the compartments of the mesenchymal and hematopoietic cell fractions. In WES (HiSeq2000, 100bp paired-end), we obtained an average of 100 reads for the target region; more than 90% of the exome target region was covered at least 30-fold. When the AML BM-HC CR sample was used as germline control, a median of 3 SNVs were detected in AML BM-MSC samples. The only BM-MSC-specific alteration present in one AML patient at all time points (ID, CR, REL) was a mutation in the plectin gene (PLEC). This mutation in the ROD domain of this cytoskeletal linker protein is located in the hot spot for mutations described in epidermolysis bullosa. This mutation was validated by Sanger sequencing, however in a larger cohort of 50 AML ID BM-MSC, no additional PLEC mutation at the same position was found. The set of AML BM-MSC (n=15) samples further allowed us to identify lesions (SNVs, Indels) in the corresponding BM-HC (n=15). When we used the AML BM-MSC as germline control we identified in total 43 lesions in the AML BM-HC fractions, which were not found when the corresponding BM-HC CR sample was used as germline control. This unraveled pre-leukemic lesions present in the AML BM-HC at remission: importantly using this approach, lesions in ASXL1 (Y591*) and DNMT3A (R882H), and in another patient a DNMT3A (M880V) mutation were revealed. In conclusion, the altered gene expression profile and methylation signature of AML BM-MSC provide novel insights into the pathogenic role of the leukemic BM microenvironment. Genetic alterations explored by WES revealed only very few genetic hits that will require further functional exploration. However, the low number of genetic alterations suggests that the transcriptional and epigenetic alterations are directed by extrinsic factors. At the same time, AML BM-MSC provides a non-hematopoietic derived germline control that allows to unravel pre-leukemic lesions in BM-HC. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2014
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  • 9
    In: Blood, American Society of Hematology, Vol. 126, No. 23 ( 2015-12-03), p. 3843-3843
    Abstract: Introduction: Over the last years, genome and exome sequencing approaches have increased our knowledge of molecular alterations in acute myeloid leukemia (AML). However, some important limitations still need to be addressed. First, insights into the spectrum of molecular alterations of patients with refractory AML are rare, partly due to the lack of remission samples as germline control. As these patients have a dismal prognosis, there remains an unmet need to improve therapeutic options and to identify druggable molecular lesions. Secondly, in AML patients achieving a complete remission (CR), preleukemic alterations may persist in CR and are underestimated in frequency and relevance. In this work, we investigated mesenchymal stromal cells (MSC) as germline control to decipher the spectrum of molecular alterations in refractory patients with induction failure and to disclose preleukemic hits in patients achieving CR. Patients and methods : Bone marrow (BM) aspirates at initial diagnosis (ID) were obtained from 18 AML patients (9 pts with subsequent induction failure and 9 pts that achieved CR after first induction). MSC were expanded to passage 4 and defined as CD73+/CD105+/CD271+/low/CD45-/CD33- plastic-adherent cells. For all patients, BM hematopoietic cells (BM-HC; n=18) as well as MSC (n=18) were analysed at the time of first diagnosis. All samples (n=45) were analysed by exome sequencing on a HiSeq2500 (100 bp paired end) with four samples per lane. For variant calling, MSC were used as germline control. We demanded a variant allele frequency (VAF) of 〉 20%, coverage of 〉 30 reads and translational consequences. In germline samples, the VAF had to be 〈 5%. For patients achieving CR, BM-HC at CR were also studied (n=9). We repeated the analysis with CR BM-HC as germline control and compared the two results. For all patients, clinical as well as molecular characteristics were available. Results: We obtained an average coverage of 96 reads per base for the protein coding regions. 96% of the target region was covered at least 10-fold. The use of MSC as germline control allowed us to detect somatic mutations at initial diagnosis of refractory AML. In 9 refractory AML samples, we found 90 single nucleotide variants (SNV) and indels, which resulted in a median of 11 alterations per sample (range: 3-17). The spectrum of mutations showed an unexpectedly high rate of mutations in the spliceosome gene SRSF2 (3/9). Other recurrent mutations affected TET2 (2/9) and WT1 (2/9). Genes frequently mutated in non-selected AML were only present in one refractory patient (DNMT3A, RUNX1, IDH2, ASXL1, TP53, NRAS) or not found mutated (IDH1, KRAS). To uncover preleukemic alterations in AML patients achieving CR (n=9), we compared MSC and BM-HC at CR as germline controls. Using MSC as germline, we called 97 SNVs and indels (median: 11 per sample; range: 4-18) in the leukemic cells at ID. Thirty-three additional SNVs were called in the leukemic BM by using MSC as germline, whereas these would have been missed using BM-HC at CR as germline (median: 3 SNVs per sample, range: 0-7). These represent preleukemic hits persistent in CR with a VAF between 5% (lower bound) and 75%. Recurrently mutated genes included genes recently associated with clonal haematopoiesis in the elderly population: DNMT3A (3/9; VAF: 18%, 24%, 75%) and TET2 (2/9; VAF: 13%, 23%). In addition, mutations in ASXL1 (VAF: 14%), SRSF2 (VAF: 15%), and RUNX1 (VAF: 5%) persisted in at least one patient in CR. This unbiased approach also allowed us to identify lesions, which have not yet been associated with AML, but account for clonal events in remission. Candidates included genes linked to cancer like PROX1 (VAF: 5%), or ERBB2 (VAF: 35%), but also genes involved in NF-kB activation such as CARD8 (VAF: 30%), or NLRC3 (VAF: 10%). Conclusion: The use of MSC allows to unravel molecular lesions in refractory AML by exome sequencing. Refractory AML patients showed a high rate of mutations in the spliceosome gene SRSF2 that needs further investigations as potential therapeutic target for patients with treatment failure. Moreover, the comparison of two different germline controls (MSC and BM-HC in CR) allowed detecting persistent preleukemic alterations. In addition to known hits like in DNMT3A, TET2, or ASXL1, we systematically identified a broader spectrum of premalignant events that indicate clonal hematopoietic expansion and thereby may provide insights into leukemic transformation. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2015
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  • 10
    In: Blood, American Society of Hematology, Vol. 126, No. 23 ( 2015-12-03), p. 804-804
    Abstract: AML in the elderly has a very poor outcome. Despite advances in the characterization of molecular alterations in younger AML patients, comprehensive studies in elderly AML are still lacking to uncover their distinct underlying molecular alterations. In this project, we investigated genetic and epigenetic modifications to unravel the molecular background of this unfavorable disease. To capture a broad spectrum of relevant alterations in elderly AML, we performed genomic profiling by target enrichment of 555 candidate genes (mutated in cancer), followed by next generation sequencing on an Illumina HiSeq 1500 platform. Reads were mapped to NCBI hg19 RefSeq and SNV or INDELs were called if they were non-silent coding variations with a coverage of at least 〉 30x and a variant allele frequency higher than 20%. The mean coverage of the target sequence was 382±160x and 98±2% of the target sequence had a read depth of at least 30x. We applied this sequencing strategy on diagnostic bone marrow samples of 100 AML patients enrolled on the Studienallianz Leukämie (SAL) registry. This cohort was composed of patients 65 to 90 years old (median 72 years), 76% were classified as de novo AML, 19% as secondary AML, 5% as therapy-related AML. In addition, we investigated the DNA methylation profile for this cohort with an Illumina 450k methylation array to further characterize the heterogeneity of elderly AML. Overall, 817 mutations were detected in 292 of the 555 candidate genes, 80 of these genes were mutated in more than two patients. A median number of 7 genes were mutated per patient (range: 1 to 23). Several known mutations were identified with a particular high frequency: DNMT3A 33%, TET2 24%, SRSF2 23%, ASXL1 21%, RUNX1 18%, IDH1 17%, NPM1 15%, IDH2 and BCOR 10% each. We also identified novel aberrations (not previously reported in AML) that provide new insights into the specificity of this disease, including mutations in the PI3K/mTOR pathway (PIK3C2B, MTOR), DNA damage proteins (BRCA2, ERCC2, FANCC, PMS1) and histone modifiers (EP300, JARID2, NSD1, MYST3). When compared to younger AML (less than 65 years, TCGA cohort NEJM 2013), elderly AML showed significantly higher mutation rates in ASXL1 (21% vs 1%), TET2 (24% vs 7%), RUNX1 (18% vs 7%), BCOR (10% vs 1%) and BRCA2 (8% vs 0%). In addition, we found a high rate of mutations in splicing regulators affecting 38% of elderly AML patients (SRSF2 23%, U2AF1 6%, SF3B1 5%, DDX5 3%, ZRSR2 2%), similarly distributed between de novo and secondary AML. Notably, 15% of elderly AML patients had mutations in the DNA repair genes TP53, NBN, ATM, FANCA, FANCC, likely responsible for drug resistance and unfavorable outcome: patients with DNA repair mutations had a median survival of only 4 months, compared to 16 months for patients without these mutations (p=5.99e-5); variations in these DNA repair proteins predicted poor overall survival independently of the TP53 mutational status (p=0.004). To describe the molecular heterogeneity of the disease we included 152 genes (mutated in more than 1 patient) to build a reactome functional interaction network and identified 9 different network modules. The first most prominent module comprised 15 mutual exclusively mutated genes including DNMT3A and genes of the DNA repair pathway (p=0.013; purple network in figure). The second most distinct module included 12 genes also being altered in a mutually exclusive manner (p=4.9e-4): NPM1, RNA splicing and transport genes (green network in figure). Together the alterations from these two modules affected 88% of the patients and showed no significant overlap (mutual exclusivity test p=7.5e-4). These findings indicate that elderly AML is characterized by two distinct molecular patterns, with patients frequently having one of the two modules altered (mutual-exclusive mutation plot of the two modules in figure). In conclusion, elderly AML harbors a high frequency of molecular alterations in spliceosome components, epigenetic regulators and in DNA repair factors, the latter being associated with poor prognosis. The characterization of recurrent mutations may guide the development of new strategies to adapt treatment for older AML patients. In this regard, the molecular categorization of elderly AML into two groups (DNA repair or RNA processing deficient) underscores the distinct biology and the need for molecularly driven therapeutic approaches. Figure 1. Figure 1. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2015
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