Targeting Nucleotide Biosynthesis Ameliorates Neutropenia in a Zebrafish Model of Dnajc21-Mutant Shwachman-Diamond Syndrome
Bibliographic record
Abstract
Germline mutations in the ribosome maturation factors, SBDS, DNAJC21 and EFL1, lead to Shwachman-Diamond syndrome (SDS), a type of inherited bone marrow failure syndrome characterized by neutropenia, exocrine pancreatic insufficiency and growth restriction. Further, SDS patients have a 36% increased cumulative risk of developing myelodysplastic syndrome (MDS) and/or acute myeloid leukemia (AML) by 30 years of age. Given the rarity of SDS, large numbers of primary human samples are not readily available for mechanistic studies, warranting the use of animal models. Mouse and zebrafish models of SBDS mutations exhibit early lethality. In contrast, no in vivo models of DNAJC21 mutations have been published to date. We generated the first in vivo model of dnajc21 loss using zebrafish ( Danio rerio), given their highly conserved hematopoietic program and ease of genetic manipulation. Introduction of a homozygous deletion mutation in the zebrafish dnajc21 gene using CRISPR-Cas9 genomic editing resulted in stunted body growth and neutropenia, recapitulating hallmark SDS patient phenotypes. Whole-mount in situ hybridization for key hematopoietic lineage markers revealed reduced l-plastin +mature leukocytes and hbbe3 + mature erythrocytes in dnajc21 mutant embryos at 48 hours post-fertilization (hpf). A concomitant accumulation of myb + hematopoietic stem and progenitor cells (HSPCs) both in the dorsal aorta (equivalent to aorta-gonad-mesonephros) and the caudal hematopoietic tissue (fetal liver equivalent) was observed. Treatment of embryos with zebrafish granulocyte colony stimulating factor (gcsf) mRNA resulted in a modest expansion of neutrophils in dnajc21 mutant zebrafish compared to wildtype. Further, we observed reduced cell proliferation marked by phosphohistone-H3 (pH3) as well as low ATP:AMP levels measured by liquid chromatography/mass-spectrometry (LC/MS) in the dnajc21 mutants, suggesting a poor bioenergetic profile. At 4 months of age, flow cytometry and histopathological analysis identified reduced mature myelomonocytes and mild erythroid dysplasia in the whole kidney marrow (human bone marrow equivalent) of mutant fish. The link between TP53 somatic mutations and MDS/AML has been established in SBDS-mutant SDS, but has not been explored for DNAJC21-mutant SDS. We hence crossed our dnajc21 mutant zebrafish with a zebrafish line carrying a gain-of-function mutation (R217H) in the tp53 gene. Compound mutant fish had improved neutrophil counts but importantly, this was accompanied by an expansion of myeloid progenitors and significant erythroid dysplasia. To understand the disease mechanisms underlying the neutropenia and hypoproliferation in SDS, we performed bulk RNA sequencing of whole zebrafish larvae at 48 hpf. Biological processes such as oxidative stress response, drug catabolism and pre-mRNA spliceosome assembly were downregulated; whereas, acyl-CoA and nucleotide metabolism were upregulated in the mutants. In parallel, we performed untargeted metabolomics by LC/MS to determine the metabolic changes induced by dnajc21 loss. Upregulated pathways included urea cycle, amino acid and phenylacetate metabolism. Pyrimidine biosynthesis, including both the de novo and salvage pathways were downregulated in the mutants. Remarkably, exogenous supplementation with uridine or thymidine significantly improved neutrophil counts in the mutants. Our findings suggest that in dnajc21-mutant SDS1) neutropenia is caused by a combination of impaired granulocyte differentiation and cell proliferation; 2) the kidney marrow features myelodysplasia-like changes and 3) nucleotide biosynthesis may be a previously unrecognized therapeutic strategy in SDS.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".