Unexplained blood cytopenias, in particular anemia, are often found in older persons. The relationship between these cytopenias and myeloid neoplasms like myelodysplastic syndromes is currently ...poorly defined. We studied a prospective cohort of patients with unexplained cytopenia with the aim to estimate the predictive value of somatic mutations for identifying subjects with, or at risk of, developing a myeloid neoplasm. The study included a learning cohort of 683 consecutive patients investigated for unexplained cytopenia, and a validation cohort of 190 patients referred for suspected myeloid neoplasm. Using granulocyte DNA, we looked for somatic mutations in 40 genes that are recurrently mutated in myeloid malignancies. Overall, 435/683 patients carried a somatic mutation in at least 1 of these genes. Carrying a somatic mutation with a variant allele frequency ≥0.10, or carrying 2 or more mutations, had a positive predictive value for diagnosis of myeloid neoplasm equal to 0.86 and 0.88, respectively. Spliceosome gene mutations and comutation patterns involving TET2, DNMT3A, or ASXL1 had positive predictive values for myeloid neoplasm ranging from 0.86 to 1.0. Within subjects with inconclusive diagnostic findings, carrying 1 or more somatic mutations was associated with a high probability of developing a myeloid neoplasm during follow-up (hazard ratio = 13.9, P < .001). The predictive values of mutation analysis were confirmed in the independent validation cohort. The findings of this study indicate that mutation analysis on peripheral blood granulocytes may significantly improve the current diagnostic approach to unexplained cytopenia and more generally the diagnostic accuracy of myeloid neoplasms.
•Mutation profiling has a high predictive value for identifying individuals with, or at high risk of developing, a myeloid neoplasm.•Patients with clonal cytopenia have a significantly higher risk of developing a myeloid neoplasm than those with no evidence of clonality.
Diagnostic criteria for hypoplastic myelodysplasic syndrome (h-MDS) have not been clearly established, making the differential diagnosis from other bone marrow failure syndromes (BMF) challenging. In ...this study, we aimed to delineate clinical, histopathological, and molecular features of h-MDS, based on a large and well-annotated cohort of patients with bone marrow (BM) hypocellularity. The study included 534 consecutive adult patients with hypocellular BM (278 h-MDS and 136 aplastic anemia), and 727 with normo- or hypercellular MDS (n-MDS). Comparison of clinical features of patients with h-MDS as defined by BM cellularity ≤25% (n = 204) or reduced age-adjusted cellularity (n = 74) did not reveal significant differences. We developed a diagnostic score to discriminate h-MDS from non-malignant BMF based on histological and cytological variables with the highest specificity for MDS (h-score). The information from chromosomal abnormalities and somatic mutation patterns was then integrated into a cyto-histological/genetic score (hg-score). This score was able to segregate two groups of h-MDS with a significantly different risk of blast progression (P < 0.001). The integration of cyto-histological and genetic features in adult patients with hypocellular BM facilitated segregation into two distinct groups, one with clinical and genetic features highly consistent with myeloid neoplasm, and one with features more consistent with non-malignant BMF.
Transfer RNA-derived fragments (tRFs) are emerging small noncoding RNAs that, although commonly altered in cancer, have poorly defined roles in tumorigenesis
. Here we show that pseudouridylation (Ψ) ...of a stem cell-enriched tRF subtype
, mini tRFs containing a 5' terminal oligoguanine (mTOG), selectively inhibits aberrant protein synthesis programmes, thereby promoting engraftment and differentiation of haematopoietic stem and progenitor cells (HSPCs) in patients with myelodysplastic syndrome (MDS). Building on evidence that mTOG-Ψ targets polyadenylate-binding protein cytoplasmic 1 (PABPC1), we employed isotope exchange proteomics to reveal critical interactions between mTOG and functional RNA-recognition motif (RRM) domains of PABPC1. Mechanistically, this hinders the recruitment of translational co-activator PABPC1-interacting protein 1 (PAIP1)
and strongly represses the translation of transcripts sharing pyrimidine-enriched sequences (PES) at the 5' untranslated region (UTR), including 5' terminal oligopyrimidine tracts (TOP) that encode protein machinery components and are frequently altered in cancer
. Significantly, mTOG dysregulation leads to aberrantly increased translation of 5' PES messenger RNA (mRNA) in malignant MDS-HSPCs and is clinically associated with leukaemic transformation and reduced patient survival. These findings define a critical role for tRFs and Ψ in difficult-to-treat subsets of MDS characterized by high risk of progression to acute myeloid leukaemia (AML).
Somatic mutations in splicing factor genes frequently occur in myeloid neoplasms. While SF3B1 mutations are associated with myelodysplastic syndromes (MDS) with ring sideroblasts, SRSF2P95 mutations ...are found in different disease categories, including MDS, myeloproliferative neoplasms (MPN), myelodysplastic/myeloproliferative neoplasms (MDS/MPN), and acute myeloid leukemia (AML). To identify molecular determinants of this phenotypic heterogeneity, we explored molecular and clinical features of a prospective cohort of 279 SRSF2P95-mutated cases selected from a population of 2663 patients with myeloid neoplasms. Median number of somatic mutations per subject was 3. Multivariate regression analysis showed associations between co-mutated genes and clinical phenotype, including JAK2 or MPL with myelofibrosis (OR = 26.9); TET2 with monocytosis (OR = 5.2); RAS-pathway genes with leukocytosis (OR = 5.1); and STAG2, RUNX1, or IDH1/2 with blast phenotype (MDS or AML) (OR = 3.4, 1.9, and 2.1, respectively). Within patients with SRSF2–JAK2 co-mutation, JAK2 dominance was invariably associated with clinical feature of MPN, whereas SRSF2 mutation was dominant in MDS/MPN. Within patients with SRSF2–TET2 co-mutation, clinical expressivity of monocytosis was positively associated with co-mutated clone size. This study provides evidence that co-mutation pattern, clone size, and hierarchy concur to determine clinical phenotype, tracing relevant genotype–phenotype associations across disease entities and giving insight on unaccountable clinical heterogeneity within current WHO classification categories.
Clonal hematopoiesis results from somatic mutations in cancer driver genes in hematopoietic stem cells. We sought to identify novel drivers of clonal expansion using an unbiased analysis of ...sequencing data from 84,683 persons and identified common mutations in the 5-methylcytosine reader,
, as well as in
,
, and
. We also identified these mutations at low frequency in myelodysplastic syndrome patients.
edited mouse hematopoietic stem and progenitor cells exhibited a competitive advantage
and increased genome-wide intron retention.
mutations potentially link DNA methylation and RNA splicing, the two most commonly mutated pathways in clonal hematopoiesis and MDS.
Understanding the regulation of normal and malignant human hematopoiesis requires comprehensive cell atlas of the hematopoietic stem cell (HSC) regulatory microenvironment. Here, we develop a ...tailored bioinformatic pipeline to integrate public and proprietary single-cell RNA sequencing (scRNA-seq) datasets. As a result, we robustly identify for the first time 14 intermediate cell states and 11 stages of differentiation in the endothelial and mesenchymal BM compartments, respectively. Our data provide the most comprehensive description to date of the murine HSC-regulatory microenvironment and suggest a higher level of specialization of the cellular circuits than previously anticipated. Furthermore, this deep characterization allows inferring conserved features in human, suggesting that the layers of microenvironmental regulation of hematopoiesis may also be shared between species. Our resource and methodology is a stepping-stone toward a comprehensive cell atlas of the BM microenvironment.
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•Integration and novel clustering improve the resolution of bone marrow microenvironment•Novel functional states in endothelium and differentiation stages in the mesenchyme•Inference of conserved features in human from those identified in mouse
Biological sciences; Stem cells research; Omics; Transcriptomics
Clonal cytopenia of undetermined significance (CCUS) is associated with an increased risk of developing a myeloid neoplasm with myelodysplasia (MN). To identify the features of the mutant clone(s) ...that is associated with clinical phenotype and progression, we studied the following cohorts of individuals: 311 patients with idiopathic cytopenia of undetermined significance (ICUS), 532 community-dwelling individuals without hematologic phenotype (n = 355) or with unexplained anemia (n = 177), and 592 patients with overt MN. Ninety-two of 311 (30%) patients with ICUS carried a somatic genetic lesion that signaled CCUS. Clonal hematopoiesis (CH) was detected in 19.7% and 27.7% of nonanemic and anemic community-dwelling individuals, respectively. Different mutation patterns and variant allele frequencies (VAFs) (clone metrics parameters) were observed in the conditions studied. Recurrent mutation patterns exhibited different VAFs associated with marrow dysplasia (0.17-0.48), indicating variable clinical expressivity of mutant clones. Unsupervised clustering analysis based on mutation profiles identified 2 major clusters, characterized by isolated DNMT3A mutations (CH-like cluster) or combinatorial mutation patterns (MN-like cluster), and showing different overall survival (HR, 1.8). In patients with CCUS, the 2 clusters had different risk of progression to MN (HR, 2.7). Within the MN-like cluster, distinct subsets with different risk of progression to MN were identified based on clone metrics. These findings unveil marked variability in the clinical expressivity of myeloid driver genes and underline the limitations of morphologic dysplasia for clinical staging of mutant hematopoietic clones. Clone metrics appears to be critical for informing clinical decision-making in patients with clonal cytopenia.
•CCUS is a precursor condition for myeloid neoplasms with myelodysplasia with a highly variable risk of disease progression.•Clone metrics enables estimation of disease progression risk and may inform clinical decision making in patients with clonal cytopenia.
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SF3B1-mutant myelodysplastic syndrome (MDS) has recently been proposed as a distinct disorder characterized by ring sideroblasts, ineffective erythropoiesis and good prognosis. Selected co-occurring ...genetic abnormalities were reported associated with significantly worse outcome and suggested as exclusion criteria for the proposed entity. However, it remains unclear how a limited spectrum of co-occurring drivers affects SF3B1-mutant MDS biology to determine evolution from a relatively indolent condition to high risk malignancy.
To gain a better insight into the clonal progression of SF3B1-mutant MDS, we analyzed SF3B1 co-mutations in a cohort of 176 SF3B1-mutated patients diagnosed with a myeloid neoplasm. RUNX1 and STAG2 were the only co-mutated genes found significantly associated with advanced disease phenotype (i.e. MDS with excess blasts and secondary acute myeloid leukemia) (OR=18.36 (2.18-862.91), P=0.001, and OR= Inf (3.57-Inf), P<.001, respectively), and reduced overall survival (P<.001). Based on these data, we hypothesized that acquisition of RUNX1 or STAG2 co-mutations in patients with SF3B1-mutant MDS drives progression to high-risk neoplasms.
RUNX1 and STAG2 control hematopoietic stem and progenitor cell self-renewal and differentiation by regulation of gene expression. To explore the biological impact of RUNX1 or STAG2 loss in the context of SF3B1-mutant MDS, we disrupted RUNX1 or STAG2 using CRISPR/Cas9 in an induced pluripotent stem cell (iPSC) model of MDS-RS that we previously established by reprogramming of bone marrow cells from SF3B1-mutant individuals. This patient-derived system allows hematopoietic progenitor expansion through doxycycline-mediated expression of 5 transcription factors (5F-HPC) and multilineage differentiation upon doxycycline withdrawal. We asked how RUNX1 or STAG2 disruption affected SF3B1-mutant HPCs self-renewal and differentiation in our model of MDS-RS, and sought to define the underlying transcriptional changes.
RUNX1-edited cells maintained significantly higher proportion of CD34 + HPCs, suggesting that RUNX1 mutation increases self-renewal capacity of SF3B1-mutant progenitors. Consistently, SF3B1/RUNX1 double-mutant 5F-HPCs showed positive enrichment of HSC-specific gene signatures. This was accompanied by broad upregulation of inflammatory programs, recapitulating the activated gene signatures we identified in SF3B1/RUNX1 co-mutated patients in our cohort. RUNX1 disruption promoted myeloid skewing at the expense of erythroid differentiation in SF3B1-mutant cells. Consistent with this, granulocyte-monocyte progenitors (GMP) and myelo-erythroid transcriptional programs were positively and negatively enriched, respectively. By contrast, in SF3B1/STAG2 double-mutant 5F-HPCs, both erythroid and myeloid populations were reduced compared to SF3B1 single mutant controls, suggesting a block in both myeloid and erythroid differentiation, despite the presence of pro-differentiation signals. This was supported by a profound down-regulation of genes involved in the response to external stimulus and suppression of GMP specific transcriptional signature.
In summary, we identified RUNX1 and STAG2 mutations as main drivers of disease progression in SF3B1-mutant patients, and generated extensive cell line panels to interrogate their functional interaction with mutant SF3B1. By applying CRISPR/Cas9 editing to our MDS-RS model, we could overcome limited availability of primary MDS samples to show that RUNX1 or STAG2 co-mutations drive progression through distinct biological mechanisms in SF3B1-mutant HPCs.
No relevant conflicts of interest to declare.
Somatic mutations in splicing factor genes frequently occur in myeloid neoplasms. While SF3B1 mutations are associated with myelodysplastic syndromes (MDS) with ring sideroblasts, SRSF2.sup.P95 ...mutations are found in different disease categories, including MDS, myeloproliferative neoplasms (MPN), myelodysplastic/myeloproliferative neoplasms (MDS/MPN), and acute myeloid leukemia (AML). To identify molecular determinants of this phenotypic heterogeneity, we explored molecular and clinical features of a prospective cohort of 279 SRSF2.sup.P95-mutated cases selected from a population of 2663 patients with myeloid neoplasms. Median number of somatic mutations per subject was 3. Multivariate regression analysis showed associations between co-mutated genes and clinical phenotype, including JAK2 or MPL with myelofibrosis (OR = 26.9); TET2 with monocytosis (OR = 5.2); RAS-pathway genes with leukocytosis (OR = 5.1); and STAG2, RUNX1, or IDH1/2 with blast phenotype (MDS or AML) (OR = 3.4, 1.9, and 2.1, respectively). Within patients with SRSF2-JAK2 co-mutation, JAK2 dominance was invariably associated with clinical feature of MPN, whereas SRSF2 mutation was dominant in MDS/MPN. Within patients with SRSF2-TET2 co-mutation, clinical expressivity of monocytosis was positively associated with co-mutated clone size. This study provides evidence that co-mutation pattern, clone size, and hierarchy concur to determine clinical phenotype, tracing relevant genotype-phenotype associations across disease entities and giving insight on unaccountable clinical heterogeneity within current WHO classification categories.
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