Abstract
Acute myeloid leukaemia carrying the translocation t(7;12)(q36;p13) is an adverse-risk leukaemia uniquely observed in infants. Despite constituting up to 30% of cases in under 2-year-olds, it remains poorly understood. Known molecular features are ectopic overexpression of the MNX1 gene and generation of a fusion transcript in 50% of patients. Lack of research models has hindered understanding of t(7;12) biology, which has historically focused on MNX1 overexpression rather than the cytogenetic entity itself. Here, we employed CRISPR/Cas9 to generate t(7;12) in the human K562 cell line, and in healthy CD34+ haematopoietic progenitors where the translocation was not sustained in long-term cultures or through serial replating. In contrast, in K562 cells, t(7;12) was propagated in self-renewing clonogenic assays, with sustained myeloid bias in colony formation and baseline depletion of erythroid signatures. Nuclear localisation analysis revealed repositioning of the translocated MNX1 locus to the interior of t(7;12)-harbouring K562 nuclei — a known phenomenon in t(7;12) patients which associates with ectopic overexpression of MNX1. Crucially, the K562-t(7;12) model successfully recapitulated the transcriptional landscape of t(7;12) patient leukaemia. In summary, we engineered a clinically-relevant model of t(7;12) acute myeloid leukaemia with the potential to unravel targetable molecular mechanisms of disease.
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Introduction
The t(7;12)(q36;p13) translocation is a recurrent chromosomal rearrangement uniquely associated with infant acute myeloid leukaemia (AML) [1, 2]. T(7;12) is the second most common cytogenetic abnormality in AML patients below the age of 2 years [3], and associates with a dismal prognosis. Structurally, t(7;12) is a balanced translocation disrupting the long arm of chromosome 7 (7q36.3) and the short arm of chromosome 12 (12p13.2), producing two derivative chromosomes, der(7) and der(12). The 7q36.3 breakpoint lies proximal to the MNX1 gene, which is entirely relocated to der(12). The breakpoint on 12p13, on the contrary, disrupts the ETV6 gene on its 5’ portion [4,5,6].
Mechanisms of leukaemogenesis associated with t(7;12) remain poorly understood. A MNX1/ETV6 fusion mRNA transcript is produced from der(12) in approximately half of patients with t(7;12) [7,8,9], but a translated MNX1/ETV6 protein has never been detected. Introduction of the chimaeric transcript did not transform mouse bone marrow cells, suggesting that it may not contribute to the leukaemic phenotype [10].
A common feature among all t(7;12) patients is overexpression of the MNX1 gene [7, 9, 11], which is proposed to result from disruption of its genomic positioning [7]. The majority of reports on t(7;12)-mediated leukaemogenesis have focused on MNX1 overexpression [10, 12, 13]. In vitro, overexpression of MNX1 in mouse haematopoietic stem cells (HSCs) did not result in expansion or increased survival capacity [10], and was shown to induce senescence [13]. In human cord blood CD34+ haematopoietic stem and progenitor cells (HSPC), MNX1 overexpression induced erythroid transcriptional programmes and reduced colony-forming capacity. In vivo, transplantations of MNX1 overexpressing bone marrow cells did not cause leukaemia in the recipients, but resulted in an accumulation of MNX1-overexpressing cells in the megakaryocytic-erythrocyte fraction, but not in the granulocytic-monocyte nor in the mature lymphoid compartments [13].
Genome editing technologies can be harnessed for generation of chromosomal abnormalities [14,15,16]. The CRISPR/Cas9 gene editing tool employs the endonuclease activity of the Cas9 enzyme to induce DNA double stranded breaks (DSB) at specific loci directed by guide RNAs (gRNA). The induction of two simultaneous DSBs can lead to erroneous break repair and rejoining of the ‘wrong’ DNA ends, thereby forming a chromosomal translocation [17, 18]. Here, we sought to recreate the t(7;12) rearrangement in vitro using CRISPR/Cas9 in the attempt to uncover biological cues to its mechanisms in AML.
Results and discussion
By delivery of CRISPR/Cas9 ribonucleoprotein (RNP) complexes targeting clinically accurate breakpoints described by Tosi et al. [5] and Simmons et al. [4] (Fig. 1A and Supplementary Table 1), we were able to achieve the t(7;12) rearrangement in the leukaemia cell line K562, as confirmed by fluorescence in situ hybridisation (FISH) (Fig. 1B, C and Supplementary Fig. 1) and amplification of genomic fusion junctions by polymerase chain reaction (PCR) (Fig. 1D and Supplementary Fig. 2). CRISPR/Cas9 editing via RNP complex electroporation allowed prompt activity without persistent vector presence, as well as a more physiological recapitulation of DSB generation leading to the formation of chromosomal translocations [14,15,16,17,18]. Consistent with only a fraction of cells undergoing illegitimate repair of the breaks to form the rearrangement, the frequency of t(7;12) formation was estimated at 1% by FISH (Supplementary Fig. 1G). Homogeneous t(7;12)-harbouring lines (K562-t(7;12)), as well as controls (K562-Ctrl), were obtained by single cell cloning by limiting dilution and screened by PCR, from which three clones were derived by subcloning (Supplementary Fig. 3).
While MNX1 is already expressed in K562 cells [19], the translocation further upregulated its expression (Fig. 1E), consistent with ectopic MNX1 overexpression in patients [7, 9, 11]. Altered nuclear positioning has been proposed as a significant mechanism of MNX1 overexpression in t(7;12) leukaemia, with relocalisation of the der(12) containing the translocated MNX1 gene to a more internal transcriptionally active position within the nucleus, where expression of MNX1 can be triggered [7]. We used nuclear localisation analysis to understand whether this phenomenon was recapitulated in the K562 model. FISH using a custom 3-colour probe allowed to distinguish both derivatives in interphase nuclei (Fig. 1F and Supplementary Fig. 1D–F) in order to calculate radial nuclear location (RNL) values for each locus with respect to their positioning towards the interior or peripheral nuclear space (Fig. 1F, G). As described in patients, the introduction of t(7;12) in K562 cells resulted in the altered positioning of the der(12) towards the nuclear interior, consistent with the relative gain in MNX1 expression (Fig. 1E). Conversely, the der(7) containing the 5’ of ETV6 was repositioned towards the periphery (Fig. 1G), also in agreement with the patient analysis by Ballabio et al. [7]. Nuclear organisation as a mechanism of regulation of MNX1 expression was also identified in leukaemias harbouring different interstitial deletions of chromosome 7q [20]. Specifically, the localisation of MNX1 was shown to be dependent on the GC-content of the chromosomal band harbouring the proximal breakpoint, with MNX1 being expressed when breakpoints affected GC-rich bands, which resulted in relocation of MNX1 towards the nuclear interior; in contrast, GC-poor breakpoints resulted in localisation at the periphery and MNX1 was not expressed [20]. The gene repositioning caused by the genetically engineered translocation mimics the observations in patient cell nuclei, and captures a representative feature of t(7;12) [7]. The translocation changes the regulatory context of MNX1 and results in its ectopic expression and nuclear repositioning, but the relative causality of the two observations cannot be definitively established. Future local and global analysis of MNX1 genomic interactions through high resolution chromatin capture methods may shed light on the order of events, as well as help establish the functional role of existing and de novo interactions on leukaemogenesis driven by the t(7;12) rearrangement [21, 22].
While the transformed nature of the K562 cell line did not allow assessment of the transforming capacity of t(7;12) in this system, we observed a distinct phenotype associated with the K562-t(7;12). In clonogenic colony-forming assays on methylcellulose-based medium, K562-t(7;12) produced a significantly higher proportion of colonies with a diffuse phenotype, at the expense of the more prevalent compact colonies of K562 control (Fig. 2A, B). K562 produces mostly erythroid-like compact colonies, while the diffuse phenotype associates with an immature myeloid identity (CFU-G or CFU-GM-like) [23], suggesting that t(7;12) changes the erythroid differentiation bias of K562. Importantly, the phenotype was maintained through replating, indicating that the translocation can be perpetuated through self-renewal. This is in contrast with the effects of MNX1/ETV6 and MNX1 overexpression in adult haematopoietic tissues, for which phenotypic changes could not be maintained through self-renewal [10, 13].
We further confirmed the depletion of erythroid identity by subjecting both K562-t(7;12) and K562 control to induced erythroid differentiation assay by adding DMSO to the culture medium and assessing the expression of erythroid marker genes [24] (Fig. 2C and Supplementary Fig. 4). At the beginning of the assay at erythroid day 0 (E0), we observed a lower expression of HBB and TAL1 in K562-t(7;12) compared to K562 control (Supplementary Fig. 4A), indicating an attenuation of erythroid signatures, compatible with the myeloid bias of K562-t(7;12) colony formation. Control K562 underwent differentiation and plateaued at E2, as seen by upregulation of HBB, TAL1, and EPOR. In K562-t(7;12), the differentiation capacity was not blocked by the presence of the translocation as seen by the upregulation of the three genes, albeit displaying higher fold changes compared to the control (Fig. 2C and Supplementary Fig. 4). In this light, the erythroid differentiation assay confirmed that the erythroid differentiation programme was still achievable in K562-t(7;12), but at higher fold gene expression changes, suggesting retainment of erythroid cells at an earlier differentiation state in the absence of external differentiation cues, and/or relative expansion of myeloid-affiliated cells as a result of the translocation. Together with the colony-forming capacity suggesting an imbalance between erythroid and granulocytic/monocyte-like colonies (Fig. 2A), we demonstrate that t(7;12) can affect erythroid differentiation programmes. In earlier models of t(7;12), MNX1-overexpressing bone marrow cells transplanted into recipient mice were primarily found in myeloid-committed progenitor populations and particularly within megakaryocytic/erythroid progenitors [13]. In human cord-blood CD34+ HSCPs, MNX1 overexpression induced erythroid transcriptional programmes and reduced overall colony-forming capacity [13], indicating that t(7;12) encompasses but may exceed the observed effects of MNX1 overexpression on erythroid differentiation.
In order to understand t(7;12) effects in untransformed haematopoietic cells, we introduced the translocation in adult CD34+ HSCPs. Despite being able to confirm its presence by PCR (Supplementary Fig. 5A), the frequency of t(7;12)-harbouring cells decreased through serial replating in methylcellulose-based colony-forming assays (Fig. 2D), as well as in liquid culture (Supplementary Fig. 5B), as determined by semi-quantitative PCR. We used long-term culture initiating cell (LTC-IC) assays to test for leukaemia-initiating effect. This two-step assay involves a 4-week co-culture with MS5 stroma, which selects for self-renewing or slowly proliferating HSPCs, followed by assessment of HSPC functional potential in colony-forming assays. Similarly to short-term clonogenic assays, edited CD34+ cells did not show any advantage in persistence of LTC-IC, as measured by the lack of sustained colony formation following co-culture in MS5 and serial methylcellulose replating (Fig. 2E). Taken together, our observations are in line with the previously reported inability of MNX1 overexpression to transform adult haematopoietic cells [10, 13]. This may suggest a requirement for additional genetic events to achieve full MNX1/t(7;12)-associated transformation, or otherwise suggest that t(7;12) selectively affects a cell type or developmental stage not efficiently represented in adult mouse or human haematopoietic tissues. The transformed nature of K562 cells, with or without contribution from the persistence of foetal developmental programmes, as evidenced by the nature of haemoglobins expressed [25], may provide a more suitable substrate for persistence of t(7;12).
In order to understand if K562-t(7;12) recapitulated molecular signatures identified in t(7;12) AML patients, we performed RNA sequencing analysis of three subclones each of K562-t(7;12) compared to K562 control, and identified 436 upregulated and 116 downregulated genes by p value lower than 0.01, of which 196 under the threshold of 1% false discovery rate (FDR) (Fig. 3A). Gene Ontology analysis revealed that differentially expressed genes (filtered by FDR) were involved in functions related to cell adhesion, immune response, and transport-related biological processes (Fig. 3B), as previously reported by Wildenhain et al. [10] who compared t(7;12) to MLL paediatric patients (Fig. 3C). Genes associated with cell adhesion and the structural component of the matrix included collagen genes (COL), integrins (ITG), and the surface markers CD24 and CD84 (Fig. 3B), which were also identified by further dissection of the upregulated genes by molecular function (Fig. 3D). Adhesion-related gene families, specifically contactins, integrins, and sialic acid-binding immunoglobulin-type lectins (Siglecs) (Supplementary Fig. 6), showed highly consistent expression profile between Wildenhain’s and our K562-t(7;12) data, with 50% of matching upregulated genes (Fig. 3C). Indeed, the involvement of cell adhesion and extracellular matrix modelling in bone marrow niche interactions has been proposed as an important leukaemic mechanism of t(7;12) [10, 12, 13, 26]. Balgobind et al. [27] also described a distinctive gene expression signature of t(7;12) leukaemia compared to a broader set of AML subtypes including MLL rearrangements, t(8;21), inv(16) and t(15;17), identifying 12 discriminative genes (Fig. 3C). Our model matched a differential expression of TP53BP2, LIN28B, CTNNBP2, and MPP2, capturing the Balgobind signature by matched or partially matched genes (Fig. 3C and Supplementary Fig. 6). In summary, our data provides a model for future studies of individual and coordinated gene contributions to t(7;12) biology.
Downregulated genes in K562-t(7;12) were enriched for molecular functions of macromolecule binding (Fig. 3E). Several haemoglobin genes were found to be downregulated (Supplementary Fig. 7), which are related to as functional categories of haptoglobin, haemoglobin, and oxygen binding processes (Fig. 3E). The concomitant downregulation of peroxiredoxins also highlighted peroxidase and antioxidant activities, which are consistent with biological functions of erythrocytes, and therefore accompany the relative depletion of erythroid identity (Fig. 2A–C). The signature from Wildenhain et al. [10] also included the downregulation of HOXA genes in t(7;12) compared to MLL patients, which we did not find as differentially expressed in K562-t(7;12) (Supplementary Fig. 6). This reflects the specificity of HOXA dysregulation in MLL leukaemia [28], but not necessarily the relevance in t(7;12).
Overall, observed gene expression changes were consistent with individual gene signatures reported in analyses of t(7;12) patients (Fig. 3C). We sought to further validate the clinical relevance of the K562-t(7;12) model by a systematic comparison with microarray and RNA sequencing data of t(7;12) patients from Balgobind et al. [27] and the TARGET database [29]. We derived a unique 177-gene signature by comparison of t(7;12) with other individual paediatric subtypes (inv(16), MLL rearrangements, normal karyotype = NK, t(8;21), and other) by identification of the common differential gene set (Fig. 4A). Similarly, we defined a 121-gene list uniquely differentially expressed between t(7;12), but not other AML subtypes, and normal paediatric bone marrow (Fig. 4B). Consistent with previous reports [10], both gene sets were enriched for cell adhesion, cellular transport and lipid metabolism gene ontologies (Fig. 4C, D). We also note that HOXA genes, previously identified by comparing t(7;12) AML with MLL rearrangements [10], were not present in these signatures as a result of comparisons with multiple paediatric AML subtypes. Importantly, we used the 177 and 121 t(7;12) genes as custom gene sets for Gene Set Enrichment Analysis (GSEA), and showed significant enrichment in the K562-t(7;12) model (Fig. 4E, F), thus demonstrating that engineering of the translocation in K562 cells resulted in a clinically-relevant model. Extraction of the core enriched genes, or leading edge, of GSEA identifies individual patient-specific genes recapitulated in our model (Fig. 4G), which can be regarded as future targets in mechanistic studies of t(7;12)-associated phenotypes. Crucially, MNX1 was identified as a leading-edge gene, asserting its centrality to t(7;12) biology (Fig. 4G).
During the preparation of this manuscript, another group successfully recreated the t(7;12) translocation in human induced pluripotent stem cell (iPSC) using CRISPR/Cas9 [30], with comparable features to our model. The authors observed an increased frequency of erythroid and myeloid progenitors in colony-forming assays, coherent with an increase in myeloid transcriptional programmes. Notably, the iPSC model reproduced the overexpression of MNX1 and production of a MNX1/ETV6 fusion transcript, albeit at a low transcriptional level that questions its biological relevance. Despite extensive FISH analyses in early studies [4,5,6], the exact breakpoints required to produce the fusion transcripts from t(7;12) have not been elucidated. In Nilsson et al. [30], the expression of the MNX1/ETV6 mRNA was achieved by targeting a similar genomic region to us on 7q36, but a distinct intronic region of ETV6. In our K562 model, a chimaeric transcript was not detected by potential gene fusion search by TopHat-Fusion on the RNA sequencing reads; an interesting observation given the 50% occurrence of chimaeric transcripts in patients [2]. With the continued development of genome editing technologies, we foresee that these in vitro models will allow a more precise dissection of the breakpoint regions required for the formation of the yet uncharacterised MNX1/ETV6 chimaera. Both the iPSC and K562 models of t(7;12) showed similarities to patient-specific gene expression patterns, which strengthens the validity of CRISPR/Cas9 to generate disease models based on clinical genomic information.
In summary, we generated cellular model of t(7;12) translocation which recapitulates MNX1 overexpression and captures cell adhesion signatures putatively core to t(7;12) oncogenic programmes. The model displays a granulocytic-monocytic phenotype compatible with the lineage affiliation of clinical t(7;12) AML, and disrupts erythroid lineage programmes as described in MNX1 overexpression. We confirmed the inability of t(7;12) to transform adult haematopoietic tissues, highlighting the requirement for additional oncogenic hits, or a specific cellular background which may explain the unique association of t(7;12) with infants. Complementarily to earlier MNX1-based models [10, 13], and more recent genome edited tools [30], our t(7;12) K562 model will provide a framework for the molecular elucidation of this unique subtype of infant AML.
Data availability
The RNA sequencing datasets generated and analysed during the current study have been deposited in the ArrayExpress repository under accession number E-MTAB-11851. The results published here are partly based upon data generated by the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) (https://ocg.cancer.gov/programs/target) initiative, of the Acute Myeloid Leukemia (AML) cohort phs000465. The data used for this analysis are available at https://portal.gdc.cancer.gov/projects.
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Acknowledgements
Dr Giorgia Santilli is acknowledged for providing adult CD34+ cells. DR is the recipient of a Kidscan funded PhD studentship and partly supported by Brunel University London. YC and AS are supported by a grant from the Oracle Cancer Trust.
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DR was responsible for carrying out all experiments, extracting and analysing data, interpreting results, producing tables and figures and writing the manuscript. YC performed FISH experiments, captured and analysed fluorescent microscopy images, participated in editing and reviewing the manuscript. CF, SS, and FB contributed the gene positioning analysis and provided feedback on the manuscript. RS participated in gene expression analysis of K562 erythroid differentiation. CS supervised the computational analysis of transcriptomic data and reviewed the manuscript. CP designed and supervised functional analysis of K562 and CD34+ cells, participated in design and interpretation of transcriptomic data analysis, and reviewed the manuscript. AS was responsible for designing and supervising the project, with specific input on the gene editing, and reviewed the manuscript. ST was responsible for designing and supervising the project, with specific input on the chromosome biology aspects including interpretation of FISH results, and reviewed the manuscript. All authors have read and agreed to the published version of the manuscript.
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Ragusa, D., Cicirò, Y., Federico, C. et al. Engineered model of t(7;12)(q36;p13) AML recapitulates patient-specific features and gene expression profiles. Oncogenesis 11, 50 (2022). https://doi.org/10.1038/s41389-022-00426-2
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DOI: https://doi.org/10.1038/s41389-022-00426-2
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