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  • American Society of Hematology  (7)
  • Lin, Hanxin  (7)
  • 1
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 4635-4635
    Abstract: Background: The widespread availability of molecular testing for JAK2 mutations has facilitated the diagnosis of polycythemia vera (PV) but also raises the concern of test overutilization in patients referred for elevated hemoglobin. At our institution, we have observed increased molecular testing in these patients with declining rates of JAK2 mutation positivity, suggesting that a prediction rule could be useful to guide such testing. In this study, we report the derivation and validation of a simple rule using complete blood count (CBC) parameters to predict the likelihood of having a JAK2 mutation in patients referred for elevated hemoglobin. Methods: We examined all patients with elevated hemoglobin (≥160 g/L for women, or ≥165 g/L for men), who underwent JAK2 mutation testing using the Next-Generation Sequencing (NGS)-based Oncomine Myeloid Research Assay (ThermoFisher Scientific, MA, USA), between 2018 and 2021 at the London Health Sciences Centre in Ontario, Canada. We extracted data including age and sex as well as CBC parameters at the time of testing, including hemoglobin, hematocrit, erythrocytes, leukocytes, neutrophils, platelets and mean corpuscular volume. All CBCs were performed on a Sysmex XN Analyzer (Sysmex Corporation, Japan). In the derivation cohort, JAK2-positive and -negative groups were compared using Student's t-tests or c 2 tests, as appropriate. We dichotomized potentially significant continuous variables at an optimal cut-off point using receiving operating characteristic curves. Potentially significant predictors were evaluated using multiple variable stepwise logistic regression analysis with JAK2 positivity as the dependent variable. The model was evaluated using Hosmer-Lemeshow tests and pseudo-R2 measures. A dichotomous score was derived based on the presence or absence of significant variables and subsequently evaluated and internally validated using logistic regression and c 2 tests using non-parametric bootstrapping with 1000 samples. The model was subsequently validated in the second cohort. Results: The derivation cohort included 308 patients tested between January 9, 2018 and December 19, 2019, and the validation cohort included 223 patients tested between January 7, 2020 and May 12, 2021. The characteristics of both cohorts are shown in Table 1. The final model included platelets above the upper quintile (308 × 10 9/L) and erythrocytes above the upper quartile (6.17 × 10 12/L) and a score of one was assigned to patients with either of these characteristics. The odds ratio for JAK2 positivity in patients with a score of 1 was 14.6 (95% CI 5.5-38.8) compared to those with a score of 0. The model had a sensitivity of 87.8% and a negative predictive value of 97.4% in the derivation cohort, and of 100% for both in the validation cohort. The percentage of JAK2 positive patients in patients with a score of 1 was 28%. The percent of false negatives was 2.6% (95% CI 1.1-6.0) and 0 (95% CI 0-2.8) in the derivation and validation cohorts, respectively. The use of this rule to guide molecular testing would have resulted in approximately 60% fewer tests. Conclusion: We developed and validated a simple rule to predict the likelihood of JAK2 mutation positivity in patients with a hemoglobin of 160 or higher, based on CBC parameters with a high negative predictive value (Figure 1). If implemented, this prediction rule could result in a significant reduction in molecular testing avoiding 60% or approximately 100 tests per year at our institution. This approach would be particularly beneficial for broader health system management of hematological malignancies, facilitating the reallocation of resources to emerging higher-yield molecular diagnostic investigation (Kawata et al., BJH 2021). 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: 2021
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  • 2
    In: Blood, American Society of Hematology, Vol. 140, No. Supplement 1 ( 2022-11-15), p. 7948-7949
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2022
    detail.hit.zdb_id: 1468538-3
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  • 3
    In: Blood, American Society of Hematology, Vol. 134, No. Supplement_1 ( 2019-11-13), p. 3438-3438
    Abstract: Background: In patients with suspected myelodysplastic syndrome (MDS), ancillary tests including cytogenetics (CG) and molecular diagnostics often support the diagnosis and add prognostic value guiding treatment decisions. Frequently, high-cost new technologies such as next generation sequencing (NGS) are added to the existing test menu without consideration for redundancy or added value. In our institution most patients with suspected MDS or cytopenias of undetermined origin will have conventional CG and NGS routinely ordered in addition to bone marrow (BM) morphology and flow cytometry (FCM). In a previous retrospective study, we evaluated combined NGS and CG in 120 patients and we found that our NGS panel had enhanced diagnostic and prognostic advantages over standard karyotyping. Based on these results, we undertook a quality improvement (QI) project to streamline molecular diagnostic testing, reduce test redundancy, turnaround time and cost. Methods: Between February and June 2019 we prospectively evaluated an "NGS first approach" to investigate patients with suspected MDS or cytopenias of undetermined origin. We assessed BM morphology, FCM, NGS testing (Oncomine Myeloid Research Assay, Thermo-Fisher) and CG for all patients. To assess whether BM aspirates can be used to triage appropriate use of NGS and CG, expert morphologists assigned BM samples to either the NGS/CG group or NGS only group, based exclusively on the presence of morphological abnormalities suggesting the possibility of an MDS. Results: We included 50 patients with suspected MDS or cytopenias of undetermined origin. Of these, 33 (66%) were triaged into the NGS/CG group and the remaining 17 (34%) into the NGS only group. In the NGS/CG group NGS testing revealed DNA mutations in 27 (81.8%) patients, whereas CG showed an abnormal karyotype in 12 (36.4%). Among the 21 patients with normal karyotype, NGS revealed mutations in 17 (81%). Two patients (6%) were identified as MDS by morphological examination and had an abnormal karyotype but negative NGS. Of those assigned to the NGS/CG group, 27 (81.8%) were morphologically diagnosed as either MDS (54.5%), acute myeloid leukemia (AML) (15.2%), MDS/myeloproliferative neoplasms (MPN) (6.1%), or therapy related myeloid neoplasms (t-MNs) - MDS/AML (6.1%). Among the patients assigned to the NGS only group, NGS testing showed no abnormalities in 16 (94.1%) patients. One patient was found to carry a BRAF mutation and subsequently diagnosed with hairy cell leukemia. CG testing showed a normal karyotype in 16 (94.1%) patients. One patient was found to carry an inv(2)(p11.2q13) and was diagnosed as clonal B cell lymphocytosis. Conclusion: We proposed and validated a testing algorithm based on an "NGS first approach" with CG restricted to patients with morphological changes suggestive of MDS, in order to reduce the number of samples karyotyped. Overall, in patients with a morphological diagnosis of MDS, NGS defined genetic abnormalities in more patients (84.2%) compared to CG (47.4%) alone. Additional cytogenetic testing only detected chromosomal abnormalities in less than 10% of MDS cases. Most importantly, nearly no mutations or CG abnormalities were detected in patients without dysplastic features. Based on these results we estimated that we could reduce karyotyping by 10% to 20% for patients presenting with probable MDS or cytopenias of undetermined origin using an "NGS first approach". Further studies are warranted to validate and provide cost saving estimates of this approach. Disclosures Hsia: Amgen: Honoraria; Jansen: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Membership on an entity's Board of Directors or advisory committees.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2019
    detail.hit.zdb_id: 1468538-3
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  • 4
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 4630-4630
    Abstract: Background: Since the identification of JAK2 mutations in polycythemia vera (PV) in 2005 (Kralovics et al., NEJM 2005), molecular testing of JAK2 in patients with erythrocytosis has become part of routine clinical practice. We hypothesized that changes in the World Health Organization (WHO) diagnostic criteria for PV in 2016, which lowered the hemoglobin threshold to & gt;165 g/L for men and & gt;160 g/L for women, may have resulted in increased molecular testing. This study examines changing patterns of utilization of molecular diagnostics in patients referred for erythrocytosis at a tertiary care center. Methods: We examined all patients with erythrocytosis who underwent JAK2 testing, which included testing for JAK2 V617F with PCR between 2015 and 2017, and JAK2 V617F and exon 12 mutations with Next-Generation Sequencing (NGS) between 2018 and 2020 at London Health Sciences Centre in Ontario, Canada. We performed a retrospective chart review to extract laboratory and clinical data, including information on medical comorbidities and medications, with a focus on known secondary causes of erythrocytosis. Results: A total of 668 patients with erythrocytosis underwent JAK2 testing at our institution between August 1, 2015 and December 31, 2020. There was an overall increase in testing over the five-year study period, with a decline in the positive detection rate: 8/29 (28%) in 2015, 15/94 (16%) in 2016, 15/100 (15%) in 2017, 19/136 (14%) in 2018, 17/162 (10%) in 2019, and 14/147 (10%) in 2020 (Figure 1). The average hemoglobin levels in patients with erythrocytosis who underwent testing remained similar across all years (range 170-173 g/L for women, 179-181 g/L for men). In our cohort, there was a high proportion of patients with known or suspected secondary causes of erythrocytosis who underwent molecular testing. Between 2018 and 2020, 324/445 (73%) of patients who underwent molecular testing had either chronic obstructive pulmonary disease, obstructive sleep apnea, other hypoxic lung disease, smoking history, erythropoietin-secreting tumor, or potential drug-induced erythrocytosis. Specifically, we observed an increase in proportion of patients who underwent molecular testing on sodium-glucose cotransporter-2 (SGLT-2) inhibitors, a known secondary cause of erythrocytosis, with 15/136 (11%) in 2018, 17/162 (10%) in 2019, and 25/147 (17%) in 2020. In contrast, the proportion of patients on testosterone was relatively constant at 15/136 (11%) in 2018, 11/162 (6.8%) in 2019, and 11/147 (7.5%) in 2020. Conclusion: This study revealed that a high proportion of patients with known or suspected secondary causes of erythrocytosis underwent JAK2 testing, resulting in increase in molecular testing over time and a decline in positive detection rate. In particular, we observed a number of patients on SGLT-2 inhibitors who had investigation, suggesting that this class of medications may be an underrecognized cause of drug-induced erythrocytosis (Chin-Yee et al., CMAJ 2020). Our findings underscore the importance of careful medical history and medication review to support more judicious use of molecular testing. Similarity in average hemoglobin levels across the five-year study period suggests that other factors, such as increased availability of 'routine' molecular testing, rather than changes in the WHO diagnostic criteria may explain increases in JAK2 testing. Our study indicates a need to develop an effective clinical prediction rule for JAK2 positivity to better risk stratify patients with suspected PV based on clinical and laboratory parameters to optimize utilization of molecular diagnostics. Figure 1 Figure 1. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 5
    In: Blood, American Society of Hematology, Vol. 136, No. Supplement 1 ( 2020-11-5), p. 12-13
    Abstract: Background: The combination of automation and expanding panel of target genes has improved utility and reduced costs of Next Generation Sequencing (NGS), leading to its widespread adoption in the clinical laboratory. In most laboratories, NGS has been added without consideration for redundancy or relative value compared to traditional genomic assays such as G-band karyotyping and FISH. At our centre, most patients with suspected hematologic malignancies receive both conventional cytogenetics (CG) and NGS assessment in addition to bone marrow morphology and flow cytometry. Appropriate test utilization is a high priority highlighted by campaigns such as Choosing Wisely, which often disproportionally focus on appropriate utilization of "routine" high volume tests rather than new test modalities. We implemented NGS screening in patients with suspected hematologic malignancies (Levi et al. 2019), and demonstrated enhanced diagnostic and prognostic yield of NGS, supporting the efficacy and cost-effectiveness of an 'NGS first' approach with CG restricted to samples with morphologic abnormalities in MDS (Kawata et al. BJH 2020). In this follow up study, we further expanded our Morphologic Flow Triage/NGS first (MFT-NGS1) algorithm to investigate patients with suspected hematological diseases. The main objective of our study was to evaluate this rationalized molecular diagnostic testing "MFT-NGS1" algorithm for its feasibility, acceptability and cost impact. Methods: Using the results from morphologic interpretation of aspirate and flow cytometry, patient samples were triaged into 4 groups. Group 1: Patients with dysplastic features in the marrow or excess blasts were triaged to Bone Marrow Molecular Diagnostic 1 (BMD1) and had both NGS and G-band karyotyping. Group 2: Patients with no excess blasts or dysplasia (BMD2), had NGS only with CG sample held for 3 months in case testing was required in follow up. Group 3: Patients who had NGS and/or CG on a previous BM aspirate were triaged to (BMD3), with the comment that NGS and CG should not be repeated unless results will influence patient management. These samples were held for 4 weeks and testing was performed only if specifically requested. Group 4: Patients with suspected myeloma where the proportion of plasma cells was less than 5% were triaged to (BMD4), and FISH testing was cancelled. These samples were held for 3 months in case subsequent biopsy showed an increased proportion of plasma cells in keeping with myeloma. Results: Over a 9-month period between August 2019 to April 2020 a total of 599 adult BM samples were assessed; 549 (91.7%) were ordered by hematologists and 331 (60.1%) meeting study criteria for MFT-NGS1 algorithm. Of those, 115 (34.7%) samples showed morphologic abnormalities and triaged to BMD1; 61 (18.4%) samples showed no morphologic abnormalities and were triaged to BMD2; 116 (35%) had previous CG and/or NGS tested and triaged to BMD3; and 39 (11.8%) samples were from patients with suspected myeloma had less than 5% of plasma cells and were triaged into BMD4 group. (Figure 1) Overall the MFT-NGS1 algorithm decreases G band karyotyping or FISH analysis in 149/331 (45%) samples. Only 11 / 216 (5.5%) hematologist overruled triage comment and requested CG testing for a specific indication either suspected progression of known diseases or for a therapeutic decision (e.g. drug approval). CG and FISH were mistakenly performed without the necessary reconfirmation in 26/216 (12%). Conclusion: The proposed approach combining morphologic and flow triage and NGS as the primary genomic test (MFT-NGS) is both feasible and well accepted by clinical teams. We estimated that approximately 40% of all CG testing could be reduced primarily by reducing repeat testing which offsets a large proportion of the cost of implementation of NGS testing, while increasing both diagnostic and prognostic yield. Key factors for the success of this quality improvement project were involvement of clinical and genomic teams in developing the triage algorithm, rapid turnaround time (less than 24 to 48 hours) for aspirate interpretation and flow for triage and communication between laboratories within a fully integrated healthcare centre. Figure 1 Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2020
    detail.hit.zdb_id: 1468538-3
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  • 6
    In: Blood, American Society of Hematology, Vol. 136, No. Supplement 1 ( 2020-11-5), p. 47-47
    Abstract: Introduction: Unexplained erythrocytosis is a common reason for consultation in hematology. Identification of JAK2V617F mutation has facilitated the diagnosis of Polycythemia Vera (PV), but a proportion of patients without clear secondary causes for erythrocytosis remain undiagnosed or presumptively diagnosed with an either Exon 12 mutation or JAK2 negative PV. Since 2005, our institution has been performing JAK2V617F testing by PCR. In 2018 we switched to an NGS panel which includes JAK2/exon 12 and 40 other genes implicated in myeloid malignancies. We reviewed all previously diagnosed PV who had NGS myeloid panel performed to determine whether patients with a clinical diagnosis of JAK2 negative PV had other myeloid mutations that might explain their erythrocytosis and alter their management. Methods: We identified all cases with clinically suspected PV or confirmed JAK2 mutated PV who went on to have had NGS testing performed between January 2018 and February 2019 at London Health Sciences Centre, a tertiary care center servicing a population of approximately 2.5 million in Ontario, Canada. The Oncomine Myeloid NGS panel (Thermo-Fisher, MA, USA) examines DNA sequence variants in 40 genes (17 full genes and 23 hotspot genes) along with an RNA-based panel of 29 fusion driver genes and their over 600 fusion partners. Diagnosis was based on the WHO 2016 Classification of Tumours of Haematopoietic and Lymphoid Tissues. The clinical impact was assessed from retrospective review of electronic medical record to determine whether there was a diagnostic or management impact. Results: A total of 143 patients followed for PV or unexplained erythrocytosis had NGS testing during the study period. Of those, 137/143 (95.8%) patients had previous JAK2V617F PCR tested and 48/137 (35%) were identified with JAK2V617F mutation. Of the 48 patients with previous JAK2V617F PCR detected, NGS confirmed JAK2 mutation in 40/48 (83.3%) with additional non-JAK2 mutations in 17/40 (42.5%) patients. Of note 8/48 (16.7%) patients previously detected JAK2V617F by PCR had undetectable JAK2 mutation when repeat testing was performed by NGS. Of those 89/137 (65%) patients with previous JAK2V617F PCR negative result, NGS revealed JAK2 exon 12 mutation in 3/89 (3.4%) patients and JAK2V617F/JAK2L611V mutations in 1/89 (1.1%) patient resulting in diagnosis as PV, whereas non-JAK2 mutations in 6/89 (6.7%) patients. No MPL or CALR positive cases were identified in this cohort. Remaining 79/89 (88.8%) had no mutations identified (Figure1) and in this group, 13/79 (16.5%) patients were discharged from hematology clinic, 7/79 (8.9%) had therapies such as phlebotomy, aspirin or hydroxyurea stopped or reduced, whereas 2/79 (2.5%) patients had further evaluation or testing for unexplained erythrocytosis. (Table 1) Conclusions: In the unexplained erythrocytosis JAK2V617F PCR negative group, JAK2exon 12 mutation was identified in 3.4% in keeping with known incidence of this mutation. Some previously positive PCR JAK2V617F mutation were not identified by NGS panel (16%) which may reflect changes in clone size either with time or therapy or inherent differences in assay sensitivity (2.5% mutational alleles for NGS versus 0.1% for PCR). Lack of identifiable myeloid mutation and clonal hematopoiesis by NGS testing influenced clinical management. Specifically, mutation negative patients were more likely assigned to non-MPN group and called secondary erythrocytosis which resulted in reducing interventions. Non-JAK2 mutations occurred in more than 1/3 of previously identified JAK2 positive PCR tested PV. The clinical impact of most these mutations is uncertain and requires longer follow up. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2020
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 7
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 2577-2577
    Abstract: Background: JAK2 V617F and exon 12 mutations are the characteristic driver mutations in polycythemia vera (PV), identified in more than 95% of patients. In addition, other genetic mutations have previously been described in JAK2-positive PV that appear to have prognostic significance (Tefferi et al., Blood 2016). The incidence of other driver mutations in unselected patients referred for elevated hemoglobin is less well studied. This study aims to characterize the genetic mutational landscape in a real-world population of patients referred for elevated hemoglobin using a targeted Next-Generation Sequencing (NGS)-based assay. Methods: We reviewed all patients referred for elevated hemoglobin levels ( & gt;160 g/L in females or & gt;165 g/L in males) between 2018 and 2020 to hematology clinics at London Health Sciences Centre in Southwestern Ontario, Canada who underwent testing for genetic variants using the NGS-based Oncomine Myeloid Research Assay (ThermoFisher Scientific, MA, USA). This assay targets 40 key genes with diagnostic and prognostic implications in several myeloid malignancies (17 full genes and 23 genes with clinically relevant "hotspot" regions) and a panel of 29 fusion driver genes ( & gt;600 fusion partners). Patient demographics, laboratory data and final diagnosis were extracted from the electronic medical record. For all patients with genetic mutations, clinical diagnosis was confirmed by three independent reviewers. Results: A total of 529 patients underwent genetic testing for elevated hemoglobin levels: 389 (73.5%) were males (mean age 58; range 18-95) and 140 (26.5%) were female (mean age 60; range 24-85). JAK2 mutations were detected in 10.9% (58/529) of patients and a diagnosis of PV was confirmed. The majority of JAK2-mutated PV patients (n=57) were positive for JAK2 V617F, while one patient had an exon 12 mutation. Additional single myeloid mutations were detected in 34.5% (20/58) of JAK2-positive patients and involved the following genes: TET2 (11; 19%), DNMT3A (2; 3.4%), ASXL1 (2; 3.4%), SRSF2 (2; 3.4%), BCOR (1; 1.7%), TP53 (1; 1.7%) and ZRSR2 (1; 1.7%) (Figure 1A). JAK2 mutations were not detected in 89.0% (471/529) of our cohort. A diagnosis of PV was confirmed in 2 JAK2-negative patients based on clinical features and myeloid mutations were detected in both: SRSF2 and TET2 gene mutations in 1 patient and SRSF2, IDH2, ASXL1 gene mutations in the other patient. Three JAK2-negative patients tested positive for the BCR-ABL fusion and were diagnosed with chronic myeloid leukemia. The remaining 466 JAK2-negative patients were diagnosed with secondary erythrocytosis and myeloid mutations were found in 6% (28/466) of these cases. Mutations were detected in DNMT3A (12; 2.6%), TET2 (5; 1.1%), ASXL1 (5; 1.1%), TP53 (2; 0.4%), NF1 (2; 0.4%), KIT (1; 0.2%), U2AF1 (1; 0.2%) (Figure 1B). All patients with JAK2-negative secondary erythrocytosis had only one myeloid gene mutation detected. Conclusion: Additional myeloid mutations other than JAK2 mutations are frequently identified in patients referred for erythrocytosis, with the highest frequencies observed in the TET2, DNMT3A and ASXL1 genes. The spectrum of myeloid mutations and overall incidence in JAK2-negative patients with secondary erythrocytosis is similar to the reported incidence of Clonal Hematopoiesis of Indeterminate Potential (CHIP) (Jaiswal et al., NEJM 2014), and suggests that these may represent incidental age-related mutations. By contrast, among the JAK2-positive patients, 34.5% had at least one additional myeloid mutation supporting a pathogenic role in these patients with myeloproliferative neoplasms. While concomitant myeloid mutations in patients with PV are well-described, further research is required to elucidate the significance of variants identified in JAK2-negative patients classified as secondary erythrocytosis in order to determine whether these mutations contribute to clinical phenotype or represent background CHIP. Figure 1 Figure 1. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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