Targeted Inhibition of the NUP98-NSD1 Fusion Oncogene in AML
Bibliographic record
Abstract
Background: NUP98-NSD1 positive AML is a poor prognostic subgroup within pediatric and adult AML (Thol et al., 2013). However, targeted therapeutics for these AML patients are not available to date. As a result of the NUP98-NSD1 fusion, NSD1 causes H3K36 hypermethylation of HOXA genes, which contributes to myeloid progenitor cell immortalization and results in AML (Wang et al., 2007). Therefore, we hypothesized that inhibition of the methyltransferase activity of NSD1 could be an effective treatment strategy for NUP98-NSD1 AML patients. Here, we assessed the efficacy of NSD1 inhibitor suramin and NUP98-NSD1-directed siRNA-containing lipid nanoparticles (LNP) in a preclinical patient-derived xenograft (PDX) model of NUP98-NSD1 leukemia. Methods: A NUP98-NSD1 positive AML patient was screened through nested PCR and Sanger sequencing. Bone marrow cells from this patient were serially transplanted into NSG (NOD.Cg-Prkdcscid Il2rgtm1Wjl/SzJ) mice to establish a NUP98-NSD1 PDX model. During serial transplantations, an alternative NUP98-NSD1 fusion gene appeared. Flow-cytometry was used to check the engraftment and immunophenotype of engrafted cells. Effective siRNAs against each of the two fusion genes were developed. The microfluidic mixing technology, Nanoassemblr was used to package siRNA into LNPs and the Zetasizer was used to characterize them. Fifteen days after transplantation, suramin and solvent treatment were initiated in 9 mice per group with 10 mg/kg suramin (2 days/week for 10 weeks). For LNP treatment, treatment was initiated 3 weeks after transplantation with a once daily dose of 2.5 mg/kg on days 1-3 and then every third day thereafter for a total of 17 injections. Results: Besides the NUP98-NSD1 translocation, our patient had a FLT3-ITD mutation and a normal karyotype. In our PDX model, the engraftment of human leukemia cells reached up to 90% after ten weeks of transplantation. In successive transplantations up to the 6th generation, the NUP98-NSD1 fusion was confirmed in leukemic cells, supporting the importance of the fusion for leukemia development and stability of the model. In later transplantations, a minor clone of NUP98-NSD1 was identified. A high blast count, high WBC count, increased spleen weight, and a low hemoglobin and platelet count at death demonstrated the development of acute leukemia. High expression of myeloid markers (e.g. CD33, 99%, N=9) and negligible expression of lymphoid markers (CD3, 2%; CD19, 2%; N=9) confirmed acute myeloid leukemia. In the suramin treatment study, the mean human leukemic cell engraftment was similar between the control and treatment groups at the start of treatment (0.51%, N=9 and 0.71%, N=9, respectively), but was lower in suramin treated mice after 4 and 8 weeks of treatment (4 weeks: CTRL, 4,8%; suramin, 2,66%, P=0.1; 8 weeks: CTRL, 87,3%; suramin: 66,5%, P=0.016). No significant effect was seen on the immunophenotype of suramin and control treated leukemia cells. Suramin treatment significantly prolonged the median survival of mice compared to control mice (126 vs 114 days after transplantation, P=0.008). To establish the siRNA-LNP treatment, we identified one siRNA against each NUP98-NSD1 clone that reduced expression levels by 78% and 89.5% in the major and minor clones, respectively. The effective siRNAs were modified to increase their in vivo stability and were packaged into LNPs and used in vivo. We started the treatment when the engraftment was similar in both control LNP and NUP98-NSD1 LNP groups (0.93%, N=7 and 1.25%, N=6, respectively). After 3 weeks of treatment, LNP uptake was 99.3% and 99.2% in the CTRL LNP and NUP98-NSD1 LNP groups, respectively. The mean engraftment was lower in NUP98-NSD1 LNP mice after 5 and 8 weeks of treatment (5 weeks: CTRL LNP, 15%; NUP98-NSD1 LNP, 4.6%, P= 0.08; 8 weeks: CTRL LNP, 94.8%; NUP98-NSD1 LNP, 55.83%, P=0.007). Importantly, the NUP98-NSD1 siRNA-LNP treated mice showed a significant survival benefit compared to CTRL siRNA-LNP treated mice (106 vs 82 days after transplantation, P=0.02). Conclusions: In summary, our findings demonstrate that targeted inhibition of NUP98-NSD1 either through siRNA-LNP or suramin delays leukemia development in vivo and prolongs the survival of mice carrying a NUP98-NSD1 positive AML. Our results provide the rationale for the evaluation of NSD1 methyltransferase inhibitors and siRNA-LNP formulations in NUP98-NSD1 positive AML. Disclosures Heuser: Bayer Pharma AG, Berlin: Research Funding; Synimmune: Research Funding.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".