Acute myeloid leukemia may be characterized by a fraction of leukemia stem cells (LSCs) that sustain disease propagation eventually leading to relapse. Yet, the contribution of LSCs to early therapy resistance and AML regeneration remains controversial. We prospectively identify LSCs in AML patients and xenografts by single-cell RNA sequencing coupled with functional validation by a microRNA-126 reporter enriching for LSCs. Through nucleophosmin 1 (NPM1) mutation calling or chromosomal monosomy detection in single-cell transcriptomes, we discriminate LSCs from regenerating hematopoiesis, and assess their longitudinal response to chemotherapy. Chemotherapy induced a generalized inflammatory and senescence-associated response. Moreover, we observe heterogeneity within progenitor AML cells, some of which proliferate and differentiate with expression of oxidative-phosphorylation (OxPhos) signatures, while others are OxPhos (low) miR-126 (high) and display enforced stemness and quiescence features. miR-126 (high) LSCs are enriched at diagnosis in chemotherapy-refractory AML and at relapse, and their transcriptional signature robustly stratifies patients for survival in large AML cohorts.
The immunosuppressive microenvironment surrounding tumor cells represents a key cause of treatment failure. Therefore, immunotherapies aimed at reprogramming the immune system have largely spread in the past years. We employed gene transfer into hematopoietic stem and progenitor cells to selectively express anti‐tumoral cytokines in tumor‐infiltrating monocytes/macrophages. We show that interferon‐γ (IFN‐γ) reduced tumor progression in mouse models of B‐cell acute lymphoblastic leukemia (B‐ALL) and colorectal carcinoma (MC38). Its activity depended on the immune system's capacity to respond to IFN‐γ and drove the counter‐selection of leukemia cells expressing surrogate antigens. Gene‐based IFN‐γ delivery induced antigen presentation in the myeloid compartment and on leukemia cells, leading to a wave of T cell recruitment and activation, with enhanced clonal expansion of cytotoxic CD8+ T lymphocytes. The activity of IFN‐γ was further enhanced by either co‐delivery of tumor necrosis factor‐α (TNF‐α) or by drugs blocking immunosuppressive escape pathways, with the potential to obtain durable responses.
Differentiation arrest along the myeloid lineage is a defining feature of acute myeloid leukemia (AML), but its molecular determinants remain poorly defined. Pharmacological removal of the differentiation block leads to leukemia eradication in acute promyelocytic leukemia (APL) patients but has not yet been successfully translated to non-APL AMLs. Here, by investigating the function of hypoxia-inducible transcription factors HIF1α and HIF2α, we identify HIF2α as a new regulator of the AML differentiation block. Mechanistically, HIF2α cooperates with EZH2, the catalytic subunit of polycomb repressive complex 2, to promote deposition of the repressive H3K27me3 histone mark at the regulatory regions of myeloid differentiation genes. Thus, inhibiting HIF2α releases an epigenetic break to leukemic blasts maturation and cooperates with the pro-differentiation agent all-trans retinoic acid to trigger AML differentiation. We propose that HIF2α inhibition may open new therapeutic avenues for AML treatment by licensing blasts maturation and forcing leukemia debulking.
Background: Patient-derived xenografts (PDXs) are key models for interrogating the biology of tumor cells that poorly survive in vitro. In particular, over the last decade, immunodeficient mouse models have been extensively used to assess the in vivo growth potential of human leukemia, to provide insights into its biology, and to perform preclinical validation of therapies. Still, only a fraction of the cases of acute myeloid leukemia (AML) are able to engraft into mice, and the biological and clinical correlates of the ability to generate PDXs are unknown. Methods: Primary AML harvested from 52 patients at diagnosis (n=37, 71%), at relapse after treatments (n=15, 29%), or both (n=6) were purified and infused into non-irradiated NOD-SCID γ-chain null (NSG) mice. Upon leukemia engraftment, assessed by multiparametric flow cytometry, mice were sacrificed and leukemic cells were isolated, characterized, and reinfused in serial recipients, in up to four serial passages. Gene expression profile was analyzed using Illumina microarray, and deregulated genes and processes identified by pairwise LIMMA analysis and classified using Gene Ontology (GO) and Gene Set Enrichment Analysis (GSEA) curated databases. The mutational asset of infused AML was assessed through targeted resequencing, using a custom panel comprising 192 targets and based on the Agilent Haloplex HS technology. Results: Twenty-six out of 52 primary AML samples (50%) generated xenografts. Engraftment and growth kinetics of the human leukemic cells were highly consistent among littermates, and specific for each tested leukemia. Circulating leukemic cells were firstly detected in the peripheral blood of animals at a median time of 22.5 days (range 14 - 150). In vivo growth allowed expansion of infused AMLs in bone marrows and spleens of the animal, with a median fold increase of 3.5 (range 0.1 - 351.4). The gene expression profile of xenografts was reproducible amongst littermates and recapitulated the features of parental AML: genes deregulated in xenografts accounted for 9.1% of the transcript assessed, with substantial overlap in the genes and processes deregulated in each of the studied cases. GO and GSEA demonstrated the selective deregulation of genes involved in cell proliferation (CDC20, AURKA), syster chromatyde organization (CENPF CEP170) and myeloid differentiation (AZU1, MPO, MYADM, CTSG). Of note, the ability to generate xenografts was conserved when AML cells were challenged at different time-points during the clinical history of the patients, with leukemia harvested at relapse after transplantation displaying a more aggressive behavior. Similarly, upon serial transfer AML exhibited an accelerated growth kinetic. Engraftment in mice significantly correlated with poor patient prognosis: AML engrafters had dramatically lower leukemia free-survival rates compared to non-engrafters (median 5.9 vs. 21.8 months after induction chemotherapy, p=0.0022, Fig. 1A), confirmed also by multivariate analysis (p=0.002). Also the mutational profile differed greatly between engrafters and non-engrafters, as summarized in Fig. 1B. In particular, while the presence of an aberrant karyotype was not associated with PDX generation, FLT3 internal tandem duplication, DNMT3A and NPM1 mutation were all significantly associated to engraftment (p=0.0244, p=0.009 and p=0.0437 respectively). In particular the co-occurrence of mutations in these three genes, recently reported to confer very poor prognosis to AML patients (Papaemmanuil et al, NEJM 2016), markedly enhanced the ability to generate PDXs (Fig.1C). Conclusion: These data show that engraftment into immunodeficient mice mirrors the biology of primary human leukemia, providing a proxy to select cases with a higher chance to generate PDXs. Further comparisons between AML capable or not to generate PDXs might provide novel markers of leukemia aggressiveness and rationales for targeted therapies. Figure 1 Figure 1. Disclosures Bonini: TxCell: Membership on an entity's Board of Directors or advisory committees; Molmed SpA: Consultancy. Ciceri:MolMed SpA: Consultancy.
Acute myeloid leukemia (AML) is characterized by epigenetic silencing of differentiation genes and accumulation of aberrant myeloid cells arrested at different stages of myeloid development. The combination of epigenetic and differentiation therapies represents an attractive opportunity for AML patients by promoting chromatin remodeling at differentiation genes and induction of terminal maturation and leukemia debulking. The aim of our work is to define the function of the hypoxia inducible transcription factor HIF2alpha in the pathogenesis of AML. By its genetic inactivation and pharmacological inhibition in AML cell lines and patient-derived xenograft models, we found that HIF2alpha acts as a novel regulator of the AML differentiation block and promotes leukemia progression. Gene expression profiling of HIF2alpha-dependent transcriptome revealed that HIF2alpha mainly promotes the expression of genes involved in transcriptional modulation and epigenetic modifications, whilst inhibiting genes of myeloid maturation and activation. Mechanistically, inhibition of HIF2alpha results in decreased global levels of the heterochromatin marker H3K27me3, which is specifically deposited by the catalytic subunit EZH2 of the Polycomb repressive complex 2. Intriguingly, we found that HIF2alpha and EZH2 cooperate at favoring EZH2-mediated deposition of H3K27me3 at reverse hypoxia responsive elements in the regulatory regions of myeloid maturation genes. Additionally, we demonstrate that HIF2alpha is positively regulated by the pro-differentiation agent all-trans retinoic acid (ATRA), and its inhibition cooperates with ATRA in triggering AML cell differentiation. In conclusion, we provide new mechanistic insights into the role of HIF2alpha in the pathogenesis of AML, by promoting an undifferentiated state via EZH2-mediated epigenetic silencing of myeloid differentiation genes. Importantly, small molecule inhibitors of HIF2alpha have been recently generated and are tested for solid cancers. Therefore, HIF2alpha inhibition may open new therapeutic avenues for AML patients and add therapeutic value to ATRA-based therapies by interrupting HIF2alpha upregulation and promoting an epigenetic state permissive to maturation of leukemic blasts and leukemia exhaustion. Citation Format: Daniela Magliulo, Carolina Caserta, Serena Belluschi, Cristina Fracassi, Kety Giannetti, Raffaella Pini, Ettore Zapparoli, Stefano Beretta, Eleonora Draghi, Marco J. Morelli, Raffaella Di Micco, Bernhard Gentner, Luca Vago, Rosa Bernardi. The transcription factor HIF2alpha partakes in the differentiation block of acute myeloid leukemia. [abstract]. In: Proceedings of the AACR Special Conference: Cancer Epigenomics; 2022 Oct 6-8; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2022;82(23 Suppl_2):Abstract nr B027.
Current understanding of acute myeloid leukemia (AML) assumes a developmental hierarchy, in which a minor fraction of primitive and quiescent leukemia stem cells (LSC) sustain clonal propagation of disease. These therapy-resistant LSC may be the basis of relapse, as supported by data correlating the presence of LSC gene expression signatures at diagnosis with poor prognosis (Ng et al, Nature 2016). Novel approaches tracing LSC fates at single cell level before, during and after chemotherapy (CTX) are needed to confirm their biological relevance and derive new, LSC-focused diagnostic and therapeutic strategies. We and others have previously linked key LSC properties, such as quiescence and therapy resistance, to complex transcriptional regulation orchestrated by miR-126 (Lechman et al, Cancer Cell 2016). Furthermore, we provided proof of concept that LSCs could be prospectively isolated as miR-126(high) cells exploiting a lentiviral reporter vector capturing miR-126 bioactivity in live cells with single cell resolution. To extend these studies, we transduced primary blasts from n=3 AML patients (pts) carrying NPM1 and FLT3-ITD mutations with the miR-126 reporter, followed by xenografting (PDX). Blasts showed intra-tumor heterogeneity (ITH) in terms of miR-126 activity, with a minor fraction identified as miR-126(high). Limiting dilution secondary transplantation of FACS sorted miR-126(high) and -(low) blasts proved strong enrichment of repopulating activity within the miR-126(high) compartment in all 3 pts. On the contrary, no LSC enrichment could be verified in the CD34+CD38- fraction in 1 patient, suggesting that high miR-126 activity represents a more robust LSC identifier than commonly used surface markers. Next, we investigated the impact of daunorubicin and cytarabine CTX on miR-126-reporter+ blasts (n=3 AML) in PDX. Surprisingly, overall miR-126 activity diminished in post CTX residual AML compared to controls, compatible with a loss of blast quiescence. CTX accentuated ITH by uncovering a subset of blasts with very high levels of miR-126, distinct from the bulk population, which may correspond to residual quiescent LSC (Fig A). We then performed bulk RNA sequencing on miR-126(high) and miR-126(low) subsets from CTX and control PDX. While miR-126(low) blasts from both groups expressed markers of myeloid differentiation, miR-126(high) blasts were enriched for published hematopoietic stem cell hallmark signatures. Integrating differentially expressed genes between miR-126(high) and-(low) subsets at steady state and post CTX, we extrapolated a novel 8 gene signature associated with miR-126(high) blasts. Of note, patients from the AML TCGA PanCancer Atlas Cohort (n=161) harboring overexpression in one or more of these 8 genes had significantly decreased overall survival (10 vs 19 months, Logrank test p-value = 0.018). To further test whether our 8-gene miR-126(high) signature reveals ITH in patients, we performed single cell RNA sequencing (scRNAseq) of AML patient BM aspirates at diagnosis (n= 6). Blasts were identified based on the detection of mutated NPM1 transcripts in single cells. In 5 out of 7 patients expression of the miR-126 signature mapped to specific clusters of blasts identified by unsupervised shared nearest neighbor algorithm, confirming that it identifies ITH in patient samples. Interestingly, we detected miR-126 signature(high) blasts in pts with poor prognosis (n=4) and not in those with favorable outcome (n=2) (Fig B). To investigate ITH across longitudinal samples, we next performed scRNAseq of residual AML from a representative patient assessed early after CTX. In line with our PDX CTX model displaying increased miR-126 ITH, blasts on day14 of induction CTX segregated into 2 different clusters: cluster 1 containing LSC-like cells with miR-126(high) signature and similar transcriptional profile to the diagnosis counterpart; cluster 2, instead, was composed of actively cycling blasts. Residual blasts at day30, in addition to uniformly expressing the miR-126(high) signature, differed from diagnosis and day14 blasts by displaying cell cycle quiescence and induction of oxidative phosphorylation genes (Fig C). In summary, we have set up and applied PDX LSC modeling to clinically relevant patient samples to address AML intra-tumor heterogeneity and to pinpoint novel relevant transcriptomic features of LSC at diagnosis and after chemotherapy. Figure Disclosures Gentner: Genenta Science: Consultancy, Equity Ownership, Research Funding.
We have previously identified microRNA-126 as a central modulator of B-ALL biology (Nucera et al, Cancer Cell). Ectopic miR-126 expression in murine stem and progenitor cells is sufficient and necessary to induce and maintain a B-ALL with a Philadelphia(Ph)-like gene expression profile. Importantly, miR-126 is expressed in the majority of human Ph+ B-ALL. Interestingly, there is marked intra-tumoral heterogeneity with regards to miR-126 levels, defining a new layer of subclonal architecture different from genetic subclones. By prospectively isolating miR-126(high) and miR-126(low) subpopulations exploiting a lentiviral miRNA reporter vector, we consistently found a more aggressive behavior of the miR-126(high) subset in xenograft models. To detect miR-126-dependent pathways that may explain this more aggressive behavior, we engineered 2 primary human B-ALLs with lentiviral vector cassettes containing (1) a reverse tetracycline transactivator (rTTA) and (2) a Tet-operon driving overexpression of miR-126 (miR-126-OE), a miR-126-3p seed mutant (miR-126-OE-SM) or a miR-126 sponge (miR-126-KD) performing serial passages in mice following enrichment for transduced cells. Vector cassettes were induced in vivo by doxycycline administration to mice that have developed full blown leukemia, and blasts were collected within 72hr. In patient 1, acute miR-126-OE induced apoptosis, while it was well tolerated in the disease from patient 2 that we hence studied in more detail. RNA sequencing highlighted more than 2,000 deregulated genes between miR-126-OE and miR-126-OE-SM or miR-126-KD blasts (qValue <0.1, logFC <-0.2 or >0.2). Genes down-regulated upon miR-126-OE included transcription factors associated with B cell differentiation (PAX5, IKZ1, TCF3, BCL6), cell cycle regulators (CCND2, RBL1, E2F7, EP300) and ribosomal genes. Moreover, pathway analysis revealed significant de-regulation in JAK-STAT signaling, cell proliferation, adhesion/migration, BCR signaling, FOXO signaling and cell metabolism. Strikingly, there was a strong overlap (221 genes) with a miR-126 switch-off signature obtained from the Ph-like B-ALL mouse model. These shared genes were enriched in the categories "cell proliferation", "cancer-related signaling", "FOXO signaling" and "chromatin assembly during cell cycle", pointing to a miR-126-dependent core circuit shared between human Ph+ B-ALL and the mouse model. We started to validate the transcriptomic data at the protein level measuring phosphorylation status and subcellular localization of signaling hubs. Primary B-ALL from patient 2 showed increased phospho-STAT5 shortly after miR-126-OE, which returned to baseline within 6 days, suggesting adaptive responses counteracting a potentially deleterious excess of signaling in this disease. We hypothesize that a surge in signaling strength upon acute induction of miR-126-OE may have contributed to the apoptotic phenotype observed in patient 1. In keeping with this, constitutive miR-126-OE induced apoptosis in an additional 5 Ph+ B-ALL and, consequently, reduced engraftment in NSG mice, similar to knockdown of miR-126. Our results further consolidate an important role of miR-126 in human B-ALL, whereby a tight regulation of this miRNA appears critical for leukemia maintenance. Disclosures No relevant conflicts of interest to declare.
MicroRNA-126 reinforces hematopoietic stem cell (HSC) quiescence by dampening PI3K-AKT signaling. We recently reported key functions of miR-126 in acute leukemia: in human AML, it was required to maintain leukemic stem cell (LSC) quiescence (Lechman et al, Cancer Cell 2016), while its ectopic expression in mouse HSC induced leukemia (75% B-ALL, 25% AML) that fully regressed when switching a tetracycline-repressible miR-126 cassette off (Nucera et al, Cancer Cell 2016). RNA sequencing showed that miR-126 targeted cell cycle, apoptosis and p53 response genes, prevented differentiation and sustained oncogenic/pro-survival pathways typically associated with stem and progenitor cells (Kit, Wnt, Thy1, Jak/Stat, Bcl2). We quantified miR-126 expression levels in a cohort of 45 newly diagnosed AML patients (n=38 de novo, of which 37% favorable, 34% int-1, 16% int-2, 13% adverse according to the ELN classification) presenting at the San Raffaele Hospital between 2010 and 2015 using a robust digital droplet PCR assay. In addition to core-binding factor (CBF) mutated AML, we found that the group of AML with chromosomal aneuploidy showed significantly elevated miR-126 levels, suggesting that this subgroup is characterized by high LSC frequencies and/or a specific need to suppress p53 responses, a hypothesis supported by the data obtained in our mouse model. To measure miR-126 at single cell resolution, we stably transduced primary AML blasts (n=5 diseases) with a lentiviral miR-126 reporter vector, xenotransplanted them into NSG mice and quantified miR-126 activity by FACS in the engrafted cells recovered from the mice's bone marrow. Across different genetic subgroups including CBF leukemia, cells with the highest miR-126 activity were enriched in the CD34+ or CD34+CD38- fractions, consistent with LSC. To facilitate prospective LSC isolation based on miRNA activity, we screened a series of combination miRNA reporters incorporating response elements for LSC-enriched and LSC-depleted miRNAs and have now identified an optimized construct that highlights easily sortable, distinct subpopulations that are currently undergoing functional validation. Applying this tool to AML with complex and monosomal karyotype, we are addressing whether high miR-126 expression refers to elevated LSC frequency or is a specific feature of this clinically relevant AML entity. We next applied the miR-126 reporter to n=15 primary, human B-ALL measuring miR-126 activity in the xenograft. Surprisingly, we identified well-separated blast subpopulations that differed in miR-126 activity within single diseases. Heterogeneity for miR-126 appeared to be a general feature of B-ALL as we detected 2-3 subpopulations in most of the diseases studied. We purified miR-126(high) and miR-126(low) B-ALL subpopulations from the primografts and verified up to 1log differences in miR-126 expression, while we detected equal levels of the BCR-ABL fusion transcript in all subpopulations from Philadelphia+ B-ALL confirming their neoplastic nature. When transplanting miR-126(high) and miR-126(low) subpopulations into secondary or tertiary recipients, post-sorting miR-126 levels were tightly maintained indicating that miR-126 levels were static rather than dynamically regulated in distinct B-ALL subpopulations, as expected from a subclonal architecture. RNAseq performed on miR-126(high) and miR-126(low) human B-ALL fractions evidenced a miR-126 signature reminiscent of the one obtained in the B-ALL mouse model and cord blood CD34+ cells, uncovering physiological miR-126 activity in human primary B-ALL. Taken together, these data support a broad, pathogenetically important role for miR-126 in human AML and B-ALL that goes beyond LSC and open up opportunities to better understand leukemia disease biology, dissect intratumoral heterogeneity and therapeutically target resistant and refractory disease, considering that miR-126 knockdown expands normal HSC while depleting the leukemia. Disclosures Ciceri: MolMed SpA: Consultancy.
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