Characterizing the role of PLAGL2 in human leukemia initiation
Notice bibliographique
Résumé
The identification and understanding of early drivers in malignancy is crucial to revert preleukemic events and prevent leukemic relapse. Del(20q) is one of the most common primary cytogenetic abnormalities found in preleukemic malignancies from myeloproliferative neoplasms to myelodysplastic syndrome (MDS). Previous studies have identified a “common retained region” within 20q11.21 that is often amplified in a subset of MDS patients. PLAGL2 is one of the 4 genes identified to be within the minimally conserved amplified region. Indeed, in previously published datasets of MDS hematopoietic stem and progenitor cells (HSPCs) transcriptome, PLAGL2 is significantly elevated in del(20q) patients compared to healthy controls. However, we have found that its level is also higher in HSPCs of cytogenetically normal MDS patients with low blasts. Given these findings, we sought to define the role of PLAGL2 as a potential early driver of myeloid malignancies. Results In healthy cord blood (CB) HSPCs, PLAGL2 overexpression enhanced proliferation ex vivo, better maintained stemness and decreased apoptosis. Colony formation assays also identified increased output of the erythroid lineage. Xenotransplanted CB CD34+ HSPCs overexpressing PLAGL2 exhibited increased engraftment competitiveness and led to splenomegaly with signs of hypercellularity after 20 weeks, features consistent with clinical observations of hematological malignancy. Grafts derived from PLAGL2 overexpressing cells reproducibly maintained a significantly larger CD34+ HSPC compartment. Intriguingly we also identified that ~50% of PLAGL2-overexpressing grafts exhibited a significant erythroid (CD71+/CD235a+) component where none was observed in the control group. This unique finding of aberrant erythropoiesis is reminiscent of clinical observations in patients with 20q11.21 amplification, where a high proportion of erythroblasts in the marrow and in some cases progression to erythroleukemia was noted. To evaluate the progression of PLAGL2-overexpressing grafts, further secondary transplantations were carried out and showed the persistence of only immature erythroid progenitors (CD71+/CD235a-) coupled with a near complete absence of lymphopoiesis in the same grafts. Together, our data strongly suggests ectopic levels of PLAGL2 can independently drive the expansion of human HSPCs and enforce features of myeloid malignancy. To uncover the molecular mechanism underlying PLAGL2 function, we performed RNA-seq and CUT&RUN in human CB CD34+ HSPCs overexpressing PLAGL2. Gene set enrichment analysis of the transcriptome and over-representation analysis of bound genes both identified signatures consistent with LSCs. We compared these findings with identically-derived omics profiles of HSPCs overexpressing PLAG1, a closely related family member that our lab has identified as a potent expander of HSCs ex vivo but not capable of promoting malignant features. We found a strong common feature in the downregulation of ribosomal components and translation machinery, then functionally validated reduced protein synthesis in PLAGL2 overexpressing HSPCs through OP-Puro assays. We have shown dampened mRNA translation to be one of the mechanisms by which PLAG1 enhances stemness and survival of HSCs, one that potentially extends to PLAGL2 as well. However, we also identified discordant signatures, notably PLAGL2's unique capacity to reduce mitochondrial translation, a pathway associated with ineffective erythropoiesis and MDS and one potential pathway by which PLAGL2 can enforce malignant phenotypes. Finally, to investigate the potential of PLAGL2 as a therapeutic target in MDS and AML, we performed shRNA knockdown in MDSL, a human MDS cell line, and primary human AML. In vitro competitive assays with MDSL showed steady dropout of PLAGL2 depleted cells. Similarly, depletion of PLAGL2 in primary AML was also able to attenuate colony formation and engraftment in vivo, highlighting the therapeutic potential of PLAGL2 inhibition throughout myeloid malignancies. Conclusion We have identified PLAGL2's potential as an early independent driver of myeloid malignancy and aberrant erythroid differentiation. An understanding of PLAGL2 and its downstream mechanisms will not only further our understanding on the development of early myeloid malignancies but also potentially provide another avenue to treat or prevent leukemia before it manifests.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».