Literature DB >> 33159179

Bcor deficiency perturbs erythro-megakaryopoiesis and cooperates with Dnmt3a loss in acute erythroid leukemia onset in mice.

Paolo Sportoletti1, Daniele Sorcini2, Anna G Guzman3,4, Jaime M Reyes3,4, Arianna Stella2, Andrea Marra2, Sara Sartori2, Lorenzo Brunetti2, Roberta Rossi2, Beatrice Del Papa2, Francesco Maria Adamo2, Giulia Pianigiani2, Camilla Betti2, Annarita Scialdone2, Valerio Guarente2, Giulio Spinozzi2, Valentina Tini2, Maria Paola Martelli2, Margaret A Goodell3,4, Brunangelo Falini5.   

Abstract

Recurrent loss-of-function mutations of BCL6 co-repressor (BCOR) gene are found in about 4% of AML patients with normal karyotype and are associated with DNMT3a mutations and poor prognosis. Therefore, new anti-leukemia treatments and mouse models are needed for this combinatorial AML genotype. For this purpose, we first generated a Bcor-/- knockout mouse model characterized by impaired erythroid development (macrocytosis and anemia) and enhanced thrombopoiesis, which are both features of myelodysplasia/myeloproliferative neoplasms. We then created and characterized double Bcor-/-/Dnmt3a-/- knockout mice. Interestingly, these animals developed a fully penetrant acute erythroid leukemia (AEL) characterized by leukocytosis secondary to the expansion of blasts expressing c-Kit+ and the erythroid marker Ter119, macrocytic anemia and progressive reduction of the thrombocytosis associated with loss of Bcor alone. Transcriptomic analysis of double knockout bone marrow progenitors revealed that aberrant erythroid skewing was induced by epigenetic changes affecting specific transcriptional factors (GATA1-2) and cell-cycle regulators (Mdm2, Tp53). These findings prompted us to investigate the efficacy of demethylating agents in AEL, with significant impact on progressive leukemic burden and mice overall survival. Information gained from our model expands the knowledge on the biology of AEL and may help designing new rational treatments for patients suffering from this high-risk leukemia.

Entities:  

Year:  2020        PMID: 33159179      PMCID: PMC8257496          DOI: 10.1038/s41375-020-01075-3

Source DB:  PubMed          Journal:  Leukemia        ISSN: 0887-6924            Impact factor:   11.528


Introduction

The BCL6 co-repressor (BCOR) gene is located on chromosome Xp11.4 and encodes a transcription regulatory factor that was initially identified as an interactor partner of the germinal center-associated BCL6 protein [1, 2]. The BCOR protein is located in the nucleus [3] where exerts its function as a member of the non-canonical multimeric polycomb group repressive complex 1 (PRC1) which is recruited to the target sites independently of H3K27me3 [4]. This complex is involved in the control of various biological processes, including pluripotency, reprogramming, and hematopoiesis [4, 5]. Relatively high frequency of BCOR mutations has been reported in aplastic anemia suggesting that these genetic events may confer a selective advantage in the context of aplastic anemia autoimmune environment, although they do not appear to be associated with an increased risk of secondary AML/MDS [6]. Moreover, various aberrations of the BCOR gene, such as internal tandem duplications of the PCGF Ub-like fold discriminator domain, gene fusions, and loss-of-function mutations play a role in promoting hematological and extra-hematological malignancies [7, 8]. In 2011, we discovered recurrent loss-of-function mutations of BCOR in AML (about 4% of cases with normal karyotype) and found that they were usually mutually exclusive of FLT3-ITD and NPM1 mutations, co-occurred with DNA methyl transferase (DNMT3A) mutations and were associated with a poor outcome [9]. Our findings have been subsequently confirmed by other investigators both in AML and MDS [10-14]. Interestingly, one study on Japanese patients reported a preferential co-occurrence of BCOR mutations with K-RAS, N-RAS, and RUNX1 mutations [11]. BCOR 1 ligand (BCORL1) gene has been also found to be mutated in 3.7–6% of AML patients [11, 15]. Bcor somatic heterozygous mutations in AML are similar to the germline mutations that in females cause rare genetic syndrome characterized by cranio-facial, ocular and cardiac abnormalities [16]. The disruptive nature of these mutations that usually results in a premature stop codon and non-sense mediated decay or protein truncation are consistent with a tumor-suppressive role of the Bcor gene in myeloid malignancies. Accordingly, mice lacking Bcor exons 9 and 10, which encode for a carboxyl-terminal truncated Bcor unable to interact with the PCR1 core effector components, are characterized by expansion of myeloid progenitors [17], enhanced cell proliferation, and myeloid differentiation associated with upregulation of HoxA cluster [18]. However, Bcor deficiency is not itself sufficient to promote leukemia [17, 18], strongly suggesting that other mutations are required to induce myeloid malignancies. The type of myeloid neoplasm developing in Bcor-deficient mouse may vary depending on the co-occurring genetic lesions. For example, compound mice carrying concurrent full deletion of Tet2 develop lethal MDS [19] whilst Bcor loss cooperates with KrasG12D to drive AML [17]. We previously found that about 40% of AML patients with BCOR mutations also carry mutations of DNMT3a [9] catalyzing the addition of methyl groups to CpG dinucleotides. Because BCOR and DNMT3A are both epigenetic modifiers [4, 20, 21], mutations of these genes could promote AML through a synergistic mechanism [9]. Murine hematopoietic cells lacking Dnmt3a have thousands of focal, “canonically” located, hypomethylated regions that are amenable to be “repaired” with partial correction of dysregulated gene expression and myeloid skewing [22]. Dnmt3a loss with its hypomethylated phenotype is known to promote expansion and immortalization of hematopoietic stem cells, block in hematopoietic differentiation [23] and development of myeloid and lymphoid malignancies after a long period of latency [23-25]. Mx1-Cre-mediated Dnmt3a ablation led to the development of a lethal, fully penetrant myelodysplasia/myeloproliferative (MDS/MPN) neoplasm characterized by peripheral cytopenias and marked extramedullary hematopoiesis with liver involvement [26]. Thus, Dnmt3a deficiency establish an epigenetic state somehow predisposing to the emergence of cooperating mutations leading to overt leukemia in mice [25]. Indeed, co-expression of mutated Dnmt3a with other disease alleles (including Tet2, Flt3, Npm1) promote overt leukemic transformation in mice [2, 27]. However, information on the cooperation between Dnmt3a and Bcor is still missing. Therefore, we generated a conditional mouse model of Bcor inactivation to explore its function in normal and leukemic hematopoiesis either alone or in combination with Dnmt3a loss. Bcor-deficient mice demonstrated impaired erythroid development and enhanced thrombopoiesis. Notably, the BcorDnmt3a double knockout mice developed a fully penetrant acute erythroid leukemia (AEL) sensitive to demethylating agents. Information gained from this model expand our knowledge on the biology of AEL and may help to design new rational treatments for patients suffering from this high-risk leukemia.

Methods

Mouse strains

Mice were bred and housed by the “Service center of Preclinical Research” of Perugia’s animal house facility, and mouse manipulations were performed according to the protocol reviewed and approved by the Italian Health Ministry (generation on Supplementary Methods).

Peripheral blood counts

Mice were anesthetized with isoflurane followed by retro-orbital bleeding. Peripheral blood (PB) was taken into glass capillary tubes. Complete blood count was performed using an XE-2100 hematology automated analyzer (Dasit).

Flow Cytometry and Cell Sorting

Bone marrow, spleen, and PB cells were stained with antibodies from eBioscience (see list on Supplementary Methods). Cell acquisition and analysis were performed on BD FACS CANTO and BD FORTESSA. Sorting experiments (LSK and MEP subpopulations) were performed using the FACS AriaIII cell sorter. Gates were drawn to exclude nonviable cells and debris. Part of the flow cytometry data was analyzed with FlowJo software (Tree Star, Ashland, OR).

Histology and cytospins

BM, spleen, liver, kidney, lung, and spinal cord were harvested from moribund mice. Spinal cord was decalcified, then spleen, liver, kidney, lung, and spinal cord were paraffin embedded, and sections were stained with hematoxylin and eosin and cytospins were stained with Giemsa. Cytospins of BM and spleen were performed both before and after red blood cell (RBC) lysis.

Gene expression profiling and accession numbers

Total RNA was extracted from LSK and MEP BM cells using an RNA extraction kit (RNeasy plusMicro kit, Qiagen) and samples analyzed for Gene Expression Profiling. Starting from the results of the differential analysis, the comparisons of all three mutated genotypes with the wild type were taken into consideration and the genes were filtered considering only those with a p value < 0.05 and an absolute fold change value >1.5. The three resulting lists were compared to evaluate both common and exclusive genes for each genotype. To show these similarities and differences we have resorted to Venn diagrams (GSE158018).

In vivo treatments

Mice were treated through intra-peritoneal injections with a maximum tolerated dose of the demethylating agent 5-aza-2’-deoxycytidine DEC (2.5 mg/kg, every 3 days 5 doses) and Cytarabine ARA-C (50 mg/kg for 6 days).

Immunoblotting analysis

Gata1 protein was detected by western blot analysis on lysates from 1 to 2 × 106 cells with an anti-rat primary antibody against GATA-1 (N6) clone sc-265 (Santa Cruz biotechnology). After washing, blots were incubated with HPR-conjugated secondary antibody anti-IgG (Sigma). Mouse a-tubulin antibody was used as control and obtained from Sigma.

Results

Loss of Bcor induces red blood cells changes and expansion of the megakaryocyte compartment

We generated a conditional knockout mouse model in which Bcor deletion mimics truncating Bcor mutations observed in AML. Our Bcor conditional knockout mouse model was developed deleting exons from 8 to 10, resulting in frameshift and premature stop codon in exon 11. Originated mRNA preserves the polyA tail but is extremely unstable due to the presence of five splicing junctions between the STOP codon and the polyA tail (Supplementary Fig. 1A, B). To test the impact of Bcor deletion in adult hematopoiesis, mutant mice were crossed with Mx1-Cre mice carrying an interferon-inducible Cre recombinase transgene under an hematopoietic stem cell promoter. PCR genotyping of the offspring allowed the identification of both the wild type and mutant alleles from tails DNA (Supplementary Fig. 1Ci) and the recombination of loxP-containing target alleles in Bcor-flox/flox-Cre + BM after pIpC induction of the Cre (Supplementary Fig. 1Cii). To confirm that the induced Mx1-Cre + Bcor mutant mice did not express Bcor mRNA, RNA from BM Lin-Sca+c-Kit + (LSK) was reverse transcribed and amplified by PCR. Bcor mRNA was not detectable by this method in Bcor-flox/flox-Cre + (Bcor) homozygous and Bcor-flox/Y-Cre + (bcor) hemyzigous mice (Supplementary Fig. 2Ai). Western blot analysis of BM lin- cells from Bcor-flox/flox-Cre + (Bcor) homozygous and hemyzigous demonstrated loss of Bcor protein (Supplementary Fig. 2Aii). To determine the effect of Bcor loss in mice hematopoietic system, we performed serial complete blood counts that showed leukopenia (mainly due to B-cell lymphopenia (Supplementary Fig. 3Ai–v), red blood cells’ (RBC) reduction (Fig. 1Ai) with increased mean corpuscle volume (MCV) (Fig. 1Aii), and platelet counts’ progressive increase (Fig. 1Aiii; Supplementary Fig. 3B, C). Resulting thrombocytosis derived from the accumulation of both megakaryocytic-erythroid (MEP, Lin−/Sca1−/Kit+CD34−FCyRII/IIIlo/−) and megakaryocytic progenitors (MkPs, Lin–c-Kit+Sca-1CD150 + CD41+) (Fig. 1Bi–iii;) relied on a decrease of apoptosis (Fig. 1Biv) within BM cavity. To assess the impact of Bcor loss on survival, we monitored our mice cohort for an extended period (18 months). Although Kaplan-Meier analyses showed low survival of Bcor null mice (Fig. 1Ci), post-mortem pathological examinations did not reveal any leukemia infiltration in hematopoietic organs (BM, liver, spleen) (Fig. 1Cii). Taken together, these data confirmed that Bcor loss negatively influences mice survival by specifically subverting normal hematopoietic compartments and PB output. The absence of a frank acute leukemia phenotype clearly suggested the need of additional cooperative leukemogenic events.
Fig. 1

Loss of Bcor induces hematopoietic changes in mice.

A RBCs count (i) mean corpuscolar volume (MCV) (ii) and platelets count (iii) in PB of Bcor, Bcor and WT from 12 months old mice. B (i) Megakaryocyte-erythroid progenitors (MEP Lin − /Sca1-/Kit+CD34-FCgRII/IIIlo/-) in BM of Bcor and WT 6 months old mice. (ii) Representative flow-cytometric analysis of immature megakaryocytic compartments, megakaryocyte progenitor (MkP) and total number of MkP (iii) in BM of Bcor, Bcor and WT mice. (iv) total number of CD41 + cells in BM of Bcor, Bcor and WT 6 months old mice. (iv) Apoptosis in CD41 cells in WT and Bcor 3 months old mice. 1 × 106 cells from BM were plated for 6 h in RPMI + BRDU, than counted and stained. C (i) Kaplan–Mayer plot of mouse survival according to the indicated genotypes (n = 44 WT,19 Bcor, 37 Bcor). (ii) Pie charts showing the different causes of mortality: 56% of deaths occurred in the Bcor mutant cohort in the presence of well-defined hematological abnormalities. In the remaining mice, pathological examinations were consistent with the occurrence of hepatic carcinoma (8%), intestinal/lung tumors (4%), possibly due to Cre-recombinase leakiness. Notably, 32% of deaths were of unknown origin. *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction.

Loss of Bcor induces hematopoietic changes in mice.

A RBCs count (i) mean corpuscolar volume (MCV) (ii) and platelets count (iii) in PB of Bcor, Bcor and WT from 12 months old mice. B (i) Megakaryocyte-erythroid progenitors (MEP Lin − /Sca1-/Kit+CD34-FCgRII/IIIlo/-) in BM of Bcor and WT 6 months old mice. (ii) Representative flow-cytometric analysis of immature megakaryocytic compartments, megakaryocyte progenitor (MkP) and total number of MkP (iii) in BM of Bcor, Bcor and WT mice. (iv) total number of CD41 + cells in BM of Bcor, Bcor and WT 6 months old mice. (iv) Apoptosis in CD41 cells in WT and Bcor 3 months old mice. 1 × 106 cells from BM were plated for 6 h in RPMI + BRDU, than counted and stained. C (i) Kaplan–Mayer plot of mouse survival according to the indicated genotypes (n = 44 WT,19 Bcor, 37 Bcor). (ii) Pie charts showing the different causes of mortality: 56% of deaths occurred in the Bcor mutant cohort in the presence of well-defined hematological abnormalities. In the remaining mice, pathological examinations were consistent with the occurrence of hepatic carcinoma (8%), intestinal/lung tumors (4%), possibly due to Cre-recombinase leakiness. Notably, 32% of deaths were of unknown origin. *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction.

Bcor and Dnmt3a loss induces a highly penetrant acute erythroid leukemia (AEL)

We crossed Bcor (Bcor) and Dnmt3a (Dnmt3) conditional knockout mice with Mx1-Cre transgenic mutant to generate BcorDnmt3adouble knockout mice, single ko Bcorand Dnmt3 mice expressing Mx1-Cre and mice with untargeted genes as wild type controls. BcorDnmt3a mice developed a fully penetrant and lethal leukemic phenotype with a median survival of 135 days (range from 59 to 234 days), significantly shorter than the other groups (Fig. 2A). Interestingly, we found a Bcor deletion both in the single knockout and in the leukemic double BcorDnmt3a knockout mice (Supplementary Fig. 4A), while regarding to Dnmt3a, the deletion by Mx1Cre was partial in Dnmt3a knockout, while its complete loss occurred only in double mutant leukemic mice. Interestingly, in preleukemic mice we detected a strong but not the complete loss of Dnmt3a expression. This suggests that the Bcor absence may influence the loss of the Dnmt3a gene (Supplementary Fig. 4B, C).
Fig. 2

Bcor and Dnmt3a loss induces a fully penetrant Acute Erythroid Leukemia (AEL).

A Kaplan–Mayer plot of mice survival according to the indicated genotypes (n = 8 to 24 per genotype) BcorDnmt3a mice display a median survival of 135 days (p < 0.0001, Logrank Test). B WBCs number (i) and MCV (ii) values in Bcor Dnmt3a leukemic mice compared to other control. (iii) Platelets number in Bcor, Dnmt3a, BcorDnmt3a and WT in PB of 3/4 months old mice. C i BM cytospin (top panel) hematossilin and eosin of the spleen (middle panel) and liver (bottom panel) in Bcor, Dnmt3a and WT control mice, showing the blasts infiltration. ×600 of magnification. ii Spleen weight to total body weight ratio in the indicated genotypes. Spleen ratio in BcorDnmt3a (n = 9) mice was two fold greater than in Dnmt3a(n = 4), Bcor (n = 6) and WT control (n = 8) (0.03378 ± 0.0077 and 0.0025 ± 0.000022 vs 0.0042 ± 0.00036 and 0.0035 ± 0.0026 p < 0.001 by one-way ANOVA analysis). *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction.

Bcor and Dnmt3a loss induces a fully penetrant Acute Erythroid Leukemia (AEL).

A Kaplan–Mayer plot of mice survival according to the indicated genotypes (n = 8 to 24 per genotype) BcorDnmt3a mice display a median survival of 135 days (p < 0.0001, Logrank Test). B WBCs number (i) and MCV (ii) values in Bcor Dnmt3a leukemic mice compared to other control. (iii) Platelets number in Bcor, Dnmt3a, BcorDnmt3a and WT in PB of 3/4 months old mice. C i BM cytospin (top panel) hematossilin and eosin of the spleen (middle panel) and liver (bottom panel) in Bcor, Dnmt3a and WT control mice, showing the blasts infiltration. ×600 of magnification. ii Spleen weight to total body weight ratio in the indicated genotypes. Spleen ratio in BcorDnmt3a (n = 9) mice was two fold greater than in Dnmt3a(n = 4), Bcor (n = 6) and WT control (n = 8) (0.03378 ± 0.0077 and 0.0025 ± 0.000022 vs 0.0042 ± 0.00036 and 0.0035 ± 0.0026 p < 0.001 by one-way ANOVA analysis). *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction. The leukemia diagnosis was primarily based on the presence of leukocytosis and marked macrocytic anemia (Fig. 2Bi, ii). Moreover, the compound mutants showed a consistent drop in platelets number (about 50%) comparing to the preleukemic phase. Conversely, in the other genotypes, platelet numbers remained stable during the entire follow-up period (Fig. 2Biii). Consistently with the diagnosis of acute leukemia, BM, PB, and spleen cytospins showed an expansion of nucleated cells with blastic appearance (Fig. 2Ci, top panel, Supplementary Fig. 5ai, ii). The latter was also supported by the presence of paraspinal masses (Supplementary Fig. 5Bi, ii). Disease aggressiveness was confirmed by multiple organ infiltration (including lung, liver, and spleen) and the monotonous blastic populations that partially subverted the local tissue architecture (Fig. 2Ci, ii, middle panel/bottom panel and Supplementary Fig. 5Ci, ii). Flow cytometric analysis demonstrated that leukemic cells co-expressed Ter119 and c-Kit (Fig. 3A), clearly indicating they belonged to the erythroid cell lineage and supporting the diagnosis of acute erythroid leukemia (AEL).
Fig. 3

BcorDnmt3ashows a progressive expansion of immature erytrhoid cells populations.

A TER119 + cKIT+ number of cells in BM (left) and spleen (right) in BcorDnmt3a leukemic mice and preleukemic compared to other control of 3/4 months old mice (n = 9, 6, 7, 6, 7). B Kaplan–Mayer plot of mice transplanted with 3 × 106 BcorDnmt3a leukemic cells n = 12. C Total number of cKIT+, Ter119+cKIT+, GR1 + MAC1+, MAC1 + GR−, CD3 and B220+, pre PipC and 3 months post PipC induction in PB of BcorDnmt3a, Bcor, Dnmt3a and WT control (pre n = 8,4,4,7; post n = 14,8,7,18). *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction.

BcorDnmt3ashows a progressive expansion of immature erytrhoid cells populations.

A TER119 + cKIT+ number of cells in BM (left) and spleen (right) in BcorDnmt3a leukemic mice and preleukemic compared to other control of 3/4 months old mice (n = 9, 6, 7, 6, 7). B Kaplan–Mayer plot of mice transplanted with 3 × 106 BcorDnmt3a leukemic cells n = 12. C Total number of cKIT+, Ter119+cKIT+, GR1 + MAC1+, MAC1 + GR−, CD3 and B220+, pre PipC and 3 months post PipC induction in PB of BcorDnmt3a, Bcor, Dnmt3a and WT control (pre n = 8,4,4,7; post n = 14,8,7,18). *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction. This AEL phenotype was transplantable up to 9 secondary recipients, which developed a lethal AEL with a median survival of 59 days (range 18–78 days) (Fig. 3B). These secondary recipients displayed similar phenotypic characteristics of the primary tumor. Furthermore, the self-renewal capability of the Bcor/Dnmt3a BM cells was evaluated in replating experiments using colony-forming unit assay (CFU) demonstrating that double knockout cells can regenerate for long time period as compared to other groups (Supplementary Fig. 6).

Bcor and Dnmt3a loss induces a displacement towards the erythroid profile starting from early leukemia stages

To better understand the cellular effects of Bcor and Dnmt3a loss in vivo, we analysed PB and BM samples of unmutated, single and double knockout mice at both early and overt leukemia stages. At leukemia onset, it was observed an expansion of white blood cells (WBC) in BcorDnmt3a due to increased numbers of Gr1 + Mac1+ granulocytes, Gr1+Mac- monocytes and CD3 + lymphocytes together with a progressive expansion of a population of immature cells co-expressing c-Kit and the erythroid marker Ter119 (Fig. 3C). Double knockout mice exhibited a constant increase of WBC count and a drop in the hemoglobin levels (not shown) associated with an increased MCV (Fig. 4A). However, while Bcor mice showed a progressive increase of platelets counts, the BcorDnmt3a mutant only showed an initial expansion followed by a significant decline associated with leukemic phase (Fig. 4B).
Fig. 4

BcorDnmt3a mice develop thrombocytopenia at leukemic phase.

A Changes in WBC counts (left) and MCV (right) of BcorDnmt3a, Bcor, Dnmt3aand WT control during six months. B Changes in platelets number (left) and Platelets Ratio between 3 and 6 months (right) of BcorDnmt3a, Bcor, Dnmt3a, and WT control during 6 months. *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction.

BcorDnmt3a mice develop thrombocytopenia at leukemic phase.

A Changes in WBC counts (left) and MCV (right) of BcorDnmt3a, Bcor, Dnmt3aand WT control during six months. B Changes in platelets number (left) and Platelets Ratio between 3 and 6 months (right) of BcorDnmt3a, Bcor, Dnmt3a, and WT control during 6 months. *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction. Cellular alterations of BM and spleen were analysed 2–3 months after activation of conditional mutations in all genotypes to investigate early leukemic stages. For comparison, we included in the analysis BcorDnmt3a mice developing leukemia 4–6 months after pIpC induction of the Cre-recombinase. Lin−/Sca1+/Kit+ (LSK) stem cell compartment examination revealed a significant accumulation of long term hematopoietic stem cells (LT-HSC Lin−/Sca1+/Kit+CD34lo/−FLT3−) in leukemic BcorDnmt3a BM compared to other groups, a feature not found at early leukemic stages (Fig. 5Ai, ii Supplementary Fig. 7).
Fig. 5

Compound Bcor and Dnmt3a loss induce a strong displacement toward the erythroid profile in mice.

A Representative flow-cytometric analysis (i) of stem cell compartment, long term hematopoietic stem cells (LT-HSC Lin−/Sca1+/Kit+CD34lo/−FLT3-), short term hematopoietic stem cells (ST-HSC Lin−/Sca1+/Kit+CD34+FLT3-) and multipotent progenitors (MPP Lin−/Sca1+/Kit+CD34+FLT3+) in BM of BcorDnmt3a, Bcor, Dnmt3aand WT mice. Total number (Right panel) of LT-HSC (ii), ST-HSC (iii) and MPP (iv) in BM of BcorDnmt3a, Bcor, Dnmt3aand WT mice. B Representative flow-cytometric analysis (i) of progenitors cell compartment, granulocyte-macrophage progenitors (GMP Lin−/Sca1−/Kit+CD34+FCgRII/III+), common-myeloid (CMP Lin−/Sca1−/Kit+CD34+FCgRII/III−) and megakaryocyte-erythroid progenitors (MEP Lin−/Sca1−/Kit+CD34−FCgRII/IIIlo/−) in BM of BcorDnmt3a, Bcor, Dnmt3aand WT mice. Total number of GMP (ii), CMP (iii) and MEP (iv) in BM of BcorDnmt3a, Bcor, Dnmt3a and WT mice. (n = 16, 12, 10, 9) (v) Total number of (Pre-MegE Lin−/FCgRII/III− CD150+CD105−) and Pre-CFUe (Lin−/FCgRII/III- CD150+CD105+) in BM of BcorDnmt3a, Bcor, Dnmt3a and WT mice. (n = 16, 12, 10, 9) C Summary of BM hemopoietic development in mice; red arrows indicate the deregulated populations. *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction. .

Compound Bcor and Dnmt3a loss induce a strong displacement toward the erythroid profile in mice.

A Representative flow-cytometric analysis (i) of stem cell compartment, long term hematopoietic stem cells (LT-HSC Lin−/Sca1+/Kit+CD34lo/−FLT3-), short term hematopoietic stem cells (ST-HSC Lin−/Sca1+/Kit+CD34+FLT3-) and multipotent progenitors (MPP Lin−/Sca1+/Kit+CD34+FLT3+) in BM of BcorDnmt3a, Bcor, Dnmt3aand WT mice. Total number (Right panel) of LT-HSC (ii), ST-HSC (iii) and MPP (iv) in BM of BcorDnmt3a, Bcor, Dnmt3aand WT mice. B Representative flow-cytometric analysis (i) of progenitors cell compartment, granulocyte-macrophage progenitors (GMP Lin−/Sca1−/Kit+CD34+FCgRII/III+), common-myeloid (CMP Lin−/Sca1−/Kit+CD34+FCgRII/III−) and megakaryocyte-erythroid progenitors (MEP Lin−/Sca1−/Kit+CD34−FCgRII/IIIlo/−) in BM of BcorDnmt3a, Bcor, Dnmt3aand WT mice. Total number of GMP (ii), CMP (iii) and MEP (iv) in BM of BcorDnmt3a, Bcor, Dnmt3a and WT mice. (n = 16, 12, 10, 9) (v) Total number of (Pre-MegE Lin−/FCgRII/III− CD150+CD105−) and Pre-CFUe (Lin−/FCgRII/III- CD150+CD105+) in BM of BcorDnmt3a, Bcor, Dnmt3a and WT mice. (n = 16, 12, 10, 9) C Summary of BM hemopoietic development in mice; red arrows indicate the deregulated populations. *p < 0.05, **p < 0.01; ***p < 0.001 unpaired t-test with Welch’s correction. . Short term hematopoietic stem cells (ST-HSC Lin−/Sca1+/Kit+CD34+FLT3−) were markedly lower only in Bcor genotype. Multipotent progenitors (MPP Lin−/Sca1+/Kit+CD34+FLT3+) were lower in double mutant mice both at early and overt leukemic stages. However, statistical significance was only reached when MPPs numbers were compared to wild type animals (Fig. 5Aiii, iv). The analysis of changes occurring during lineage commitment and maturation revealed a striking 5-fold increase of megakaryocyte-erythroid progenitors (MEP Lin−/Sca1−/Kit+CD34−FCgRII/IIIlo/−) in preleukemic and leukemic BcorDnmt3a mice (Fig. 5Bi, iv). Accordingly, only leukemic mice displayed a marked expansion of other more committed erythroid-restricted progenitors including the bipotent pre-megakaryocyte erythrocyte (Pre-MegE Lin−/FCgRII/III− CD150+CD105−) and Pre-CFUe (Lin−/FCgRII/III− CD150+CD105+) (Fig. 5Bv). Given the erythroid skewing of HSC differentiation of BcorDnmt3a mice, we used CD71 and Ter119 staining to further characterize later downstream stages of RBCs development within the BM. Our data demonstrated an accumulation of proerythroblasts both at preleukemic and leukemic stages, while the increase of early basophilic, late basophilic, chromatophilic, and orthochromatophilic erythroblasts was detected only in double knockout leukemic mice (Supplementary Fig. 8A). Altogether, these data suggest that the development of overt leukemia is predated by changes in the composition of hematopoietic stem/progenitor cells compartment, more detectable among myeloid and erythroid progenitors (Fig. 5C). No significant differences emerged in total number of different myeloid committed progenitors including granulocyte-macrophage (GMP Lin−/Sca1−/Kit+CD34+FCgRII/III+), common-myeloid (CMP Lin−/Sca1−/Kit+CD34+FCgRII/III−) (Fig. 5Bii, iii) and pre-granulocyte-monocyte progenitors (Pre-GM Lin−/FCgRII/III− CD150CD105−), as well as more mature BM granulocytes and monocytes, among all littermate groups (data not shown).

Bcor and Dnmt3a loss determines altered GATA factor switching and changes of p53 family members in LSK and MEP compartments

Next, we performed RNA-seq experiments to get insight on the molecular changes of Bcor and Dnmt3a cooperation in AEL development. We performed a meta-analysis of the differentially regulated genes from the following pairwise comparisons: leukemic BcorDnmt3a vs wild type, Bcor vs wild type, Dnmt3a vs wild type. Moreover, we searched for significant two-way and three-way overlaps among the differentially expressed gene lists. Analysis was done on both LSK and MEP populations, given the significant expansion of these cells in the BM of leukemic mice. BcorDnmt3a LSK and MEP showed a large number of differentially expressed genes (560 and 269, respectively). Within LSK population, 106/560 were upregulated and 454/560 were downregulated (Fig. 6Ai, Table S1) while, within MEP compartment 133/269 were upregulated and 136/269 downregulated (Fig. 6Ai, Supplementary Fig. 9A, Table S2). There were 35 genes for LSK and 17 for MEP transcripts commonly altered between BcorDnmt3a and Bcor, on the other hand, there were no transcripts commonly altered in all pairwise comparisons with Dnmt3a (Fig. 6Ai and Supplementary Fig. 9A).
Fig. 6

Deregulated genes in BcorDnmt3a leukemia.

A (i) Overlap of differently gene expression (RNAseq) in the LSK cells of BcorDnmt3a, Bcor, Dnmt3acompared to WT control (n = 3 mice for each genotype). (ii) mRNA expression in the LSK cells of the indicated genotypes for the most up- and downregulated genes. B Heatmaps of apoptosis pathway (left), cell cycle (middle), cancer (right) in LSK cell for the indicated genotype. C Enrichr bar plot (https://amp.pharm.mssm.edu/Enrichr/). Bars represent the proportion of genes upregulated in both human AEL samples (n = 137) and BcorDnmt3a LSK (n = 3) whose promoter is bound by the indicated transcription factor.

Deregulated genes in BcorDnmt3a leukemia.

A (i) Overlap of differently gene expression (RNAseq) in the LSK cells of BcorDnmt3a, Bcor, Dnmt3acompared to WT control (n = 3 mice for each genotype). (ii) mRNA expression in the LSK cells of the indicated genotypes for the most up- and downregulated genes. B Heatmaps of apoptosis pathway (left), cell cycle (middle), cancer (right) in LSK cell for the indicated genotype. C Enrichr bar plot (https://amp.pharm.mssm.edu/Enrichr/). Bars represent the proportion of genes upregulated in both human AEL samples (n = 137) and BcorDnmt3a LSK (n = 3) whose promoter is bound by the indicated transcription factor. Interestingly, GATA1 scored as one of the most upregulated genes in LSK compartment in line with an aberrant erythroid skewing originating in the hematopoietic compartment of leukemic mice. In these cells, GATA2 levels were highly downregulated (Fig. 6Aii) proving further evidence of an altered switching of GATA factors as a driving event in BcorDnmt3a mice with AEL (Table S1). The dysregulation on GATA family members was not detected in MEP compartment of leukemic mice, confirming that this defect was directly linked to the leukemic stem cell population (Table S2, Supplementary Fig. 9B). Additional pathway analysis of LSK and MEP cells from BcorDnmt3a mice showed the enrichment of deregulated genes involved in cellular apoptosis, such as BID and BAK pro-apoptotic genes and the anti-apoptotic Bcl2 family genes. The PARP1 pro-survival gene was strongly upregulated in LSK only (Fig. 6Aii and Supplementary Fig. 9B, C). In addition, we found a notable decline of p53 levels, that has been driven by the marked elevation of MDM2, that is its master antagonist in the cell cycle machinery [28] (Fig. 6Aii, b and Supplementary Fig. 9B, C). In order to search for shared molecular alterations, RNA-seq data on mouse LSK cells were used as a backbone for comparison with human AEL samples [29]. By interpolating these data with the list of deregulated genes in our leukemic mice, we found 104 genes, commonly upregulated, and 136 genes, commonly downregulated, between mouse LSK cells and human AEL (Supplementary Fig. 10A, B, Supplementary Fig. 11, Table 1). Within genes upregulated in both human and mouse cells, there was a striking enrichment of genes regulated by GATA1 (Fig. 6C), suggesting a pivotal role of this transcription factor in driving AEL. These findings provided evidence that our AEL mouse may serve as an operational platform for human BcorDnmt3a leukemia modeling.
Table 1

List of the commonly altered genes, up (right) and down (left) regulated between BCORDNMT3a LSK mouse cells and Human AEL.

Human- Mouse
UPDOWN
ABCB9MOSPD1ABHD14AMFGE8
ACAP2MXI1ACCSMICU1
ACBD3MYO5BALDOCMOB3A
ACHENCKAP1ANKRD46MOCS2
ACSL1NDUFS1ANXA4MORN4
ACSL6NOM1APOMMRE11A
AFF2OATAPOONIT2
ARF6OSTM1ARMCX4NRM
ARFGEF1PDE12ATG10NT5C3B
ARG1PDZD8AUTS2NUDT14
ASAP1PFKFB3BDH2OSBPL1A
ASNSPHF10BEX2OXA1L
BAIAP3PLEKHF2BIVMP2RY14
BAZ1APOLGCAPNS1PAPSS1
BCL6POMCCCDC28APEMT
BLOC1S4PPM1DCENPMPEX11G
BRAFRAB22ACENPTPGK1
CAB39RANBP2CPXM1PHF19
CCNYREPS2CTC1PHF20
CEP76RFXAPCTR9PIGL
CHD7RGCCDHRS4POC5
CHFRRHOBDHX30POR
CLPTM1LRIN1DNMT3APPFIBP1
CRATRSBN1ECHDC2PPP2R1A
DCUN1D5SCYL2ECSCRPRMT1
DDHD1SLC16A1ELK3PSPH
DLEU2SLC25A21EMCNPSRC1
DNAJC25SMC4ENO1RANBP17
DRP2SPATA18EPHB4RBMX
EME2SSX2IPERI3REC8
EXOC5STK11FABP5RPAP2
FAM20BSTT3BFAM64ASASH3
FBXW2TACC1FAM69BSELP
GARSTADA2BFBXL2SGCB
GLRX5TARSFBXO16SIRT3
GPC4TMEM167BFBXO6SIRT5
HCFC2TMEM56FTOSLC2A9
HDLBPTMEM9BFXYD5SOD1
HIPK3TOP1GALNT11SORBS3
HIST1H4ITRIP12GAS8SORD
HIST4H4UBA5GCATSPAG16
IBA57UBE2Q1GEMIN8SSBP2
KLF1UBE2SGOT2STAP1
MAN2A1UBXN2AGSTK1SV2A
MAP2K4UFSP1GTF2IRD1TBC1D16
MAPKAPK5UGGT1HNRNPA1TBXAS1
MCPH1UROSHSCBTCEAL1
METAP2USP15HYAL3TERT
MFSD2BUSP33IFITM3TEX9
MINPP1WAPALIFT122TLDC1
MMP14WDR7IL12RB2TMEM231
MON2ZDHHC5INCA1TMEM41A
IRAK1BP1TMEM98
ITGA2TOX
JAM2TPM2
JKAMPTRMT61B
JPXTSPAN3
KHDRBS3TSTD2
KLHL3TTC7B
LETMD1TXLNA
LGALS3BPTYW3
LRRC36UBE2I
LRRC49UBE3B
LUC7LUNG
LYRM9YY2
MAGED2ZCCHC10
MBOAT4ZIK1
METTL10ZSCAN2
List of the commonly altered genes, up (right) and down (left) regulated between BCORDNMT3a LSK mouse cells and Human AEL.

Decitabine exerts inhibitory effects on the Bcor/Dnmt3a null leukemic mice

In order to assess the impact of anti-leukemic therapies on BcorDnmt3aAEL mice, we tested the therapeutic efficacy of the standard chemotherapeutic agent cytarabine compared to the demethylating agent decitabine in lethally irradiated CD45.1 recipient mice transplanted with leukemic cells. The rationale for using decitabine was based on the fact that the Bcor transcriptional repression activity is mediated by histone demethylase and the function of Dnmt3a is to catalyse the addition of methyl groups to CpG dinucleotides. Thus, in our double knockout mice, we expected a hypomethylation status with leukemogenic potentials. Mouse treatments started at leukemia onset, defined by the presence of WBC count above 20,000 cells/μl and/or high MCV values and/or low platelets number. Cytarabine was administered for 7 days continuously, while decitabine for a total of 5 administrations twice a week, followed by the assessment of disease burden (Fig. 7Ai). WBC count was significantly reduced at the end of decitabine treatment compared to vehicle, while chemotherapy determined only a modest impact on leukocytosis (Fig. 7Aii). Two weeks after the end of treatments, WBC count was significantly lower in decitabine group, compared to cytarabine and vehicle ones. PB flow cytometry showed a significant reduction of immature c-KIT and Ter119 + c-KIT + cells after decitabine compared to other treatments (Fig. 7Bi, ii), as also confirmed by post-mortem examination on pathological splenic specimens (Fig. 7Biii), thus indicating that BcorDnmt3a leukemic cells were more sensitive to hypomethylating agent than to chemotherapy. Moreover, there was a tendency for decitabine treated mice toward the achievement of a longer survival, compared to cytarabine and vehicle groups (Fig. 7C).
Fig. 7

Decytabine exert inhibitory effects on the BcorDnmt3a leukemic population.

A WBC count changes (i) in leukemic BcorDnmt3a mice pre and 3 days after the end of the treatment with decytabine (DEC), cytarabine (ARAC) and vehicle (VEI). (ii) WBC follow up (right) during and post the treatment with DEC, ARAC and VEI in leukemic mice. B (i) Total number of GR1 + MAC1 + , MAC1 + GR1-, cKIT+, CD41+, B220+ and CD3+ cells in PB 3 days after DEC, ARAC and vehicle treatment in leukemic BcorDnmt3a, mice (n = 11,11,12). (ii) Total number of TER119+ and TER119 + /cKIT+ cells in PB 3 days after DEC, ARAC and vehicle treatment in leukemic BcorDnmt3a mice (n = 11,11,12). (iii) Spleen weight to total body weight ratio in BcorDnmt3a leukemic mice after each indicated treatment (N = 4,4,3). C Kaplan–Mayer plot of leukemic BcorDnmt3a mice survival after DEC, ARAC and VEI treatment to the indicated genotypes (n = 10 to 9 per genotype) (p < 0.0001, Logrank Test). *p < 0.05, **p < 0.01; ***p < 0.001 Wilcoxon matched pairs test.

Decytabine exert inhibitory effects on the BcorDnmt3a leukemic population.

A WBC count changes (i) in leukemic BcorDnmt3a mice pre and 3 days after the end of the treatment with decytabine (DEC), cytarabine (ARAC) and vehicle (VEI). (ii) WBC follow up (right) during and post the treatment with DEC, ARAC and VEI in leukemic mice. B (i) Total number of GR1 + MAC1 + , MAC1 + GR1-, cKIT+, CD41+, B220+ and CD3+ cells in PB 3 days after DEC, ARAC and vehicle treatment in leukemic BcorDnmt3a, mice (n = 11,11,12). (ii) Total number of TER119+ and TER119 + /cKIT+ cells in PB 3 days after DEC, ARAC and vehicle treatment in leukemic BcorDnmt3a mice (n = 11,11,12). (iii) Spleen weight to total body weight ratio in BcorDnmt3a leukemic mice after each indicated treatment (N = 4,4,3). C Kaplan–Mayer plot of leukemic BcorDnmt3a mice survival after DEC, ARAC and VEI treatment to the indicated genotypes (n = 10 to 9 per genotype) (p < 0.0001, Logrank Test). *p < 0.05, **p < 0.01; ***p < 0.001 Wilcoxon matched pairs test.

Discussion

Somatic recurrent loss-of-function mutations of Bcor have been detected in AML [7] but their precise role in normal and malignant hematopoiesis is still under investigation. Here, we demonstrate for the first time that Bcor deficiency perturbs erythro-megakaryopoiesis and cooperates with Dnmt3a loss (a phenotype partially recapitulating that of heterozygous Dnmt3aR662H mutations [30]) in promoting AEL in mice. Perturbation of the erythroid compartment in our Bcor-deficient mice was characterized by a decrease in the total number of red blood cells and macrocytosis, confirming previous observations from Tara et al. [19] who demonstrated mild macrocytic anemia in mice after the deletion of Bcor exons 9 and 10. Besides the negative effects on erythroid cells, we also found a strong increase in platelets counts due to a significant expansion of the MKP population in BM. Contribution of Bcor loss in promoting megakaryocytic proliferation in mice is a novel finding that is also of potential clinical relevance. A missense Bcor mutation has been reported in a patient with triple-negative essential thrombocytemia and normal karyotype, suggesting a possible role of this variant in the pathogenesis of the disease [31]. Moreover, Bcor mutations may occur in myelodysplastic/myeloproliferative neoplasms (MDS/MPNs) that share dysplastic and proliferative features [32]. MDS/MPN disorders include chronic myelomonocytic leukemia (CMML) and MDS/MPN with ring sideroblasts and thrombocytosis (MDS/MPN-RS-T) in which Bcor is recurrently mutated in 7.4% [33] and 24% of cases [34], respectively. Although the most frequent mutation in MDS/MPN-RS-T is that affecting the SF3B1 gene [35, 36], the presence of variants in epigenetic genes, such as Bcor, may contribute to the development of this myeloid neoplasm. Co-occurrence of erythroid blood cell alterations and thrombocytosis in our conditional knockout Bcor mice support this hypothesis. Similar to previous models [17, 19], Bcor deficiency alone was not sufficient to drive a myeloid malignancy in our mice. However, we could demonstrate that the combined Bcor and Dnmt3a loss promoted a fully penetrant AEL phenotype that killed mice in 5–6 months. Leukemic mice showed leukocytosis due to the expansion of c-Kit+ blasts expressing the erythroid marker Ter119, macrocytic anemia, and progressive reduction of the thrombocytosis driven by the single Bcor deletion. The analysis of BM subpopulations showed an erythroid skewing of HSC differentiation demonstrating that AEL was driven by loss of Bcor and Dnmt3a. The 2016 WHO classification of hematopoietic tumors has adopted rather restrictive criteria for the diagnosis of pure erythroid leukemia (or AEL), moving cases with an increased percentage of myeloid blasts (previously named erythroleukemia) in the group of MDS [37-39]. Thus AEL, described for the first time by Di Guglielmo in 1928 under the term of “acute erythremic myelosis” [40], is now included as an entity within the category of AML not otherwise specified (NOS) of WHO-2016 [37]. However, targeted next-generation sequencing has clearly demonstrated the molecular heterogeneity of this apparently homogeneous morphological form of AML [41, 42] that shows a mutational spectrum intermediate between MDS and AML [29]. Notably, two cases of AEL were characterized by the co-occurrence of Bcor and Dnmt3a mutations only [29], thus supporting the findings described in our mice model. In order to define the gene expression signature of AEL in our mice, we performed RNAseq analysis on the LSK population of the four different genotypes. We identified an altered switching of the Gata factors that are known to play a key role in controlling mechanisms underlying erythroid differentiation [43]. Specifically, Gata1 was one of the most upregulated genes in leukemic mice compared to the other genotypes whereas Gata2 was downregulated. The latter finding is unexpected since in physiological conditions [44], the transcription factor Gata2 is highly expressed in hematopoietic stem cells, whereas its expression declines after erythroid commitment of progenitors [43]. In contrast, the start of Gata1 expression coincides with the erythroid commitment and increases along with the erythroid differentiation. Collectively, these data provide evidence for an imbalance towards an erythroid phenotype starting from the LSK stage and point to Gata factors deregulation as an early event altering the HSC fate and sensitizing cells to further malignant transformation in the context of concurrent Bcor and Dnmt3a deficiency, as it has been also very recently demonstrated in both human and mouse AEL samples [45]. Our AEL mouse model also exhibited dysregulation of various oncogenes and tumor suppressor genes involved in cancer pathways, including decline of Tp53 levels and marked elevation of Mdm2. Accordingly, an in vivo mouse model demonstrated a key driver leukemogenic function of Tp53 supported by the potent interaction with Ntrk1 [29]. Moreover, the presence of more than a single TP53 abnormality seems to play a key role in the molecular pathogenesis of AEL in patients [46]. AEL is usually poorly responsive to intensive chemotherapy and shows a dismal outcome [47] that may be due, at least in part, to the accumulative impaired TP53 function and consequent genomic instability. Similarly, our AEL mice were resistant to the nucleoside analog cytarabine but showed significantly improved survival when treated with the epigenetic drug decitabine. The benefit of this drug suggests an important role of epigenetics in promoting AEL in our BcorDnmt3a compound mice. Accordingly, the presence of TP53 mutations appears to be associated with a high degree of decitabine sensitivity in AML patients in one study [48], although it has not been confirmed in another study [46]. In conclusion, we provide the first demonstration that concurrent Bcor and Dnmt3a loss promotes AEL in mice and sheds light, at least in part, on the cellular and molecular features underlying this leukemia. Our model also represents a potential platform for the identification and validation of drugs for improving therapy of AEL patients. Supplementary Material
  48 in total

1.  The corepressors BCOR and BCORL1: two novel players in acute myeloid leukemia.

Authors:  Enrico Tiacci; Vera Grossmann; Maria Paola Martelli; Alexander Kohlmann; Torsten Haferlach; Brunangelo Falini
Journal:  Haematologica       Date:  2012-01       Impact factor: 9.941

Review 2.  Roles of BCL6 in normal and transformed germinal center B cells.

Authors:  Katia Basso; Riccardo Dalla-Favera
Journal:  Immunol Rev       Date:  2012-05       Impact factor: 12.988

3.  Genomic Classification and Prognosis in Acute Myeloid Leukemia.

Authors:  Elli Papaemmanuil; Moritz Gerstung; Hartmut Döhner; Peter J Campbell; Lars Bullinger; Verena I Gaidzik; Peter Paschka; Nicola D Roberts; Nicola E Potter; Michael Heuser; Felicitas Thol; Niccolo Bolli; Gunes Gundem; Peter Van Loo; Inigo Martincorena; Peter Ganly; Laura Mudie; Stuart McLaren; Sarah O'Meara; Keiran Raine; David R Jones; Jon W Teague; Adam P Butler; Mel F Greaves; Arnold Ganser; Konstanze Döhner; Richard F Schlenk
Journal:  N Engl J Med       Date:  2016-06-09       Impact factor: 91.245

4.  Somatic mutations in the transcriptional corepressor gene BCORL1 in adult acute myelogenous leukemia.

Authors:  Meng Li; Roxane Collins; Yuchen Jiao; Peter Ouillette; Dale Bixby; Harry Erba; Bert Vogelstein; Kenneth W Kinzler; Nickolas Papadopoulos; Sami N Malek
Journal:  Blood       Date:  2011-10-11       Impact factor: 22.113

Review 5.  Clinical Significance of DNA Variants in Chronic Myeloid Neoplasms: A Report of the Association for Molecular Pathology.

Authors:  Rebecca F McClure; Mark D Ewalt; Jennifer Crow; Robyn L Temple-Smolkin; Mrudula Pullambhatla; Rachel Sargent; Annette S Kim
Journal:  J Mol Diagn       Date:  2018-08-20       Impact factor: 5.568

6.  Isolated trisomy 13 defines a homogeneous AML subgroup with high frequency of mutations in spliceosome genes and poor prognosis.

Authors:  Tobias Herold; Klaus H Metzeler; Sebastian Vosberg; Luise Hartmann; Christoph Röllig; Friedrich Stölzel; Stephanie Schneider; Max Hubmann; Evelyn Zellmeier; Bianka Ksienzyk; Vindi Jurinovic; Zlatana Pasalic; Purvi M Kakadia; Annika Dufour; Alexander Graf; Stefan Krebs; Helmut Blum; Maria Cristina Sauerland; Thomas Büchner; Wolfgang E Berdel; Bernhard J Woermann; Martin Bornhäuser; Gerhard Ehninger; Ulrich Mansmann; Wolfgang Hiddemann; Stefan K Bohlander; Karsten Spiekermann; Philipp A Greif
Journal:  Blood       Date:  2014-06-12       Impact factor: 22.113

Review 7.  Refractory anemia with ring sideroblasts (RARS) and RARS with thrombocytosis: "2019 Update on Diagnosis, Risk-stratification, and Management".

Authors:  Mrinal M Patnaik; Ayalew Tefferi
Journal:  Am J Hematol       Date:  2019-01-24       Impact factor: 10.047

8.  Dnmt3a loss predisposes murine hematopoietic stem cells to malignant transformation.

Authors:  Allison Mayle; Liubin Yang; Benjamin Rodriguez; Ting Zhou; Edmund Chang; Choladda V Curry; Grant A Challen; Wei Li; David Wheeler; Vivienne I Rebel; Margaret A Goodell
Journal:  Blood       Date:  2015-01-22       Impact factor: 22.113

9.  BCOR and BCORL1 mutations in myelodysplastic syndromes and related disorders.

Authors:  Frederik Damm; Virginie Chesnais; Yasunobu Nagata; Kenichi Yoshida; Laurianne Scourzic; Yusuke Okuno; Raphael Itzykson; Masashi Sanada; Yuichi Shiraishi; Véronique Gelsi-Boyer; Aline Renneville; Satoru Miyano; Hiraku Mori; Lee-Yung Shih; Sophie Park; François Dreyfus; Agnes Guerci-Bresler; Eric Solary; Christian Rose; Stéphane Cheze; Thomas Prébet; Norbert Vey; Marion Legentil; Yannis Duffourd; Stéphane de Botton; Claude Preudhomme; Daniel Birnbaum; Olivier A Bernard; Seishi Ogawa; Michaela Fontenay; Olivier Kosmider
Journal:  Blood       Date:  2013-09-18       Impact factor: 22.113

10.  Bcor loss perturbs myeloid differentiation and promotes leukaemogenesis.

Authors:  Madison J Kelly; Joan So; Amy J Rogers; Gareth Gregory; Jason Li; Magnus Zethoven; Micah D Gearhart; Vivian J Bardwell; Ricky W Johnstone; Stephin J Vervoort; Lev M Kats
Journal:  Nat Commun       Date:  2019-03-22       Impact factor: 14.919

View more
  5 in total

Review 1.  BCOR gene alterations in hematologic diseases.

Authors:  Paolo Sportoletti; Daniele Sorcini; Brunangelo Falini
Journal:  Blood       Date:  2021-12-16       Impact factor: 22.113

2.  Modeling and targeting of erythroleukemia by hematopoietic genome editing.

Authors:  Ilaria Iacobucci; Chunxu Qu; Elena Varotto; Laura J Janke; Xu Yang; Aman Seth; Anang Shelat; Jake D Friske; Reiji Fukano; Jiyang Yu; Burgess B Freeman; James A Kennedy; Adam S Sperling; Rena Zheng; Yingzhe Wang; Harini Jogiraju; Kirsten M Dickerson; Debbie Payne-Turner; Sarah M Morris; Emily S Hollis; Nina Ghosn; Georgia E Haggard; R Coleman Lindsley; Benjamin L Ebert; Charles G Mullighan
Journal:  Blood       Date:  2021-03-25       Impact factor: 25.476

Review 3.  Murine Models of Acute Myeloid Leukemia.

Authors:  Kristen J Kurtz; Shannon E Conneely; Madeleine O'Keefe; Katharina Wohlan; Rachel E Rau
Journal:  Front Oncol       Date:  2022-06-08       Impact factor: 5.738

4.  Functional and epigenetic phenotypes of humans and mice with DNMT3A Overgrowth Syndrome.

Authors:  Amanda M Smith; Taylor A LaValle; Marwan Shinawi; Sai M Ramakrishnan; Haley J Abel; Cheryl A Hill; Nicole M Kirkland; Michael P Rettig; Nichole M Helton; Sharon E Heath; Francesca Ferraro; David Y Chen; Sangeeta Adak; Clay F Semenkovich; Diana L Christian; Jenna R Martin; Harrison W Gabel; Christopher A Miller; Timothy J Ley
Journal:  Nat Commun       Date:  2021-07-27       Impact factor: 14.919

Review 5.  Mouse Models of Frequently Mutated Genes in Acute Myeloid Leukemia.

Authors:  Sagarajit Mohanty; Michael Heuser
Journal:  Cancers (Basel)       Date:  2021-12-08       Impact factor: 6.639

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.