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Record W4405041908 · doi:10.1182/blood-2024-211039

<i>KMT2C</i> Mutations Co-Operate with <i>KMT2A-MLLT1</i> Fusion to Inhibit Hematopoietic Differentiation in a Zebrafish Model of Infant Leukemia

2024· article· en· W4405041908 on OpenAlexaff
Sarada Ketharnathan, Keon Collett, Anna Pawelko, Benno Orr, Sergey V. Prykhozhij, Martin Hirst, Jason N. Berman

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicAcute Myeloid Leukemia Research
Canadian institutionsUniversity of British ColumbiaUniversity of TorontoUniversity of CalgaryUniversity of OttawaAgricultural Research Institute of Ontario
Fundersnot available
KeywordsZebrafishLeukemiaMutationHaematopoiesisCancer researchBiologyGeneticsMedicineComputational biologyGeneStem cell

Abstract

fetched live from OpenAlex

Infant leukemia (IL) is an aggressive form of leukemia that occurs in children less than one year of age. It is characterized by high white blood cell counts, hepatosplenomegaly, central nervous system involvement and skin infiltration. Compared to leukemia in older children, IL has increased relapse rates and higher treatment-related morbidities. Fusions involving the KMT2A gene, termed ‘KMT2A-r‘ are seen in 70-80% of infant acute lymphoblastic leukemia and in 50% of infant acute myeloid leukemia patients. However, KMT2A-r alone is not sufficient to induce rapid-onset leukemia, suggesting the presence of additional cooperative mutations. Heterozygous germline mutations in the KMT2C gene were found to be enriched in IL patients with KMT2A-r. Further, the neonatal microenvironment strongly influences KMT2A-r-driven leukemia phenotypes. A highly conserved hematopoietic system and access to early embryonic progenitors make the zebrafish (Danio rerio) an ideal preclinical model for IL. We established a loss-of-function kmt2ca zebrafish mutant using CRISPR-Cas9 mutagenesis. Characterization of hematopoiesis by in situ hybridization showed reduced primitive and definitive erythropoiesis and myelopoiesis at 24- and 48-hours post-fertilization (hpf), respectively, in kmt2ca-/- embryos compared to wildtype. While we observed no changes in hematopoietic stem and progenitor cell specification, cebpa+ myeloid progenitors were upregulated in kmt2ca-/- embryos. Similarly, in adult kmt2ca-/- fish, we observed a significant expansion of myeloid cells accompanied by reduced erythrocytes and lymphocytes. Our findings suggest that kmt2ca loss inhibits hematopoietic differentiation in zebrafish. To model the co-operativity between KMT2C mutations and the KMT2A-MLLT1 fusion, we expressed the human KMT2A-MLLT1 fusion under the zebrafish lmo2 promoter, which drives expression in early hematopoietic progenitors. Using in situ hybridization, we found that zebrafish harboring both the kmt2ca-/- mutation and the KMT2A-MLLT1 fusion exhibited severely reduced expression of hbbe3+ erythrocytes and lcp1+ leukocytes, compared with zebrafish harboring kmt2ca mutation alone, fusion alone or wildtype. KMT2A-r fusions are known to disrupt hematopoietic differentiation via overexpression of HOX genes, regulated by the MEN1-MEIS1 complex. Moreover, enforced co-overexpression of Hoxa9 and Meis1 in mice promotes leukemia with short latency. At 24 hpf, using quantitative PCR, we observed an upregulation of meis1b and hoxa9a genes in kmt2ca-/-:KMT2A-MLLT1 embryos compared with zebrafish harboring kmt2ca mutation alone, fusion alone or wildtype. The inherent overexpression of these pro-leukemia genes may accelerate leukemia development, a phenotype currently under investigation. In conclusion, our preliminary findings suggest that kmt2ca mutations cooperate with the KMT2A-MLLT1 fusion to activate leukemogenic pathways. This in turn may inhibit hematopoietic differentiation and promote the expansion of immature myeloid progenitors, potentially resulting in rapid-onset leukemia. Our zebrafish mutant and transgenic lines thus represent high fidelity in vivo models of IL that can be leveraged for therapeutic screening.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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.

Opus teacher head0.014
GPT teacher head0.273
Teacher spread0.259 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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