Targeted Protein Degradation Reveals a Repressive Role of Mecom at the <i>CEBPA</i> Locus to Prevent Differentiation in High-Risk Acute Myeloid Leukemia
Notice bibliographique
Résumé
Increasing evidence suggests that acquiring hematopoietic stem cell (HSC) gene expression programs in acute myeloid leukemia (AML) confers a particularly poor prognosis and increases the risk of relapse. However, the precise basis by which high-risk features emerge and promote HSC gene expression programs remains undefined. Acquisition of HSC gene expression programs in a subset of AML is driven by increased expression of MECOM, a transcription factor that plays a key role in HSC self-renewal. To decipher how MECOM alters gene expression in AML, we engineered multiple human cell models of high-risk MECOM-driven AML by tagging the endogenous MECOM locus with an FKBP12F36V degron to enable targeted and rapid degradation of MECOM by addition of the small molecule dTAG. Importantly, these models, for the first time, enable molecular profiling studies in the absence of cell state alterations that can confound the interpretation of MECOM's direct function. Treatment of these models with dTAGV-1 induced acute MECOM degradation resulting in a significant increase in chromatin accessibility at sites of MECOM chromatin occupancy and increased the expression of linked genes that promote differentiation. These findings suggest a direct mechanism for MECOM in repressing cis-regulatory elements and target genes in AML that prevents differentiation. Remarkably these MECOM-repressed cis-regulatory elements and linked gene networks are conserved in primary patient AML samples. Utilizing single-cell RNA-seq and single-cell ATAC-seq data from pediatric AML cohorts, we stratified patient samples by MECOM expression status and compared chromatin accessibility and cognate gene expression levels. Strikingly, AMLs with elevated MECOM expression exhibit significantly decreased regulatory element accessibility and gene network activity relative to AMLs without increased MECOM expression. Further, when stratifying the AMLs by cell states, we found that these MECOM-repressed gene regulatory networks are depleted in primitive HSC-like blasts and are enriched in more differentiated cell states, corroborating a role for MECOM in repressing differentiation programs in primary AMLs. Nonetheless, the functional relevance of the putative repressive activity of MECOM in AMLs remains undefined. We therefore employed pooled CRISPR inhibition (CRISPRi) to repress MECOM-bound cis-regulatory elements following dTAG-mediated MECOM degradation to attempt to rescue the loss of CD34+ HSC-like AML progenitors seen with MECOM loss. Functional dissection of more than 550 MECOM-occupied sites revealed that the individual repression of a single regulatory element 42 kb downstream of the hematopoietic transcription factor CEBPA is sufficient to maintain stem-like cell states in the absence of MECOM. Furthermore, we show that CRISPR activation (CRISPRa) directed towards this CEBPAcis-regulatory element in the absence of MECOM ablation is sufficient to differentiate AML progenitor cells. To validate the importance of this CEBPAcis-regulatory element and confirm its role as the key functional node amongst MECOM-regulated loci we performed multiplexed genetic perturbation studies in primary inv(3) AML patient samples. CRISPR/Cas9-mediated perturbation of MECOM promoted differentiation of CD34+ stem-like blasts across multiple patient samples, which could be almost completely rescued through concomitant disruption of the CEBPA regulatory element. Additionally, we used dCas9-VPR mRNA to transiently activate this site without MECOM perturbation to induce significant differentiation of these MECOM-driven leukemia stem cells and validate a key role for MECOM in preventing differentiation by repressing a single key pro-differentiation cis-regulatory element. Through targeted degradation of MECOM coupled to functional genomic readouts, we uncover a previously unappreciated and simple regulatory logic underlying MECOM's role in promoting stem cell-like states in high-risk AML. Remarkably, repression of CEBPA expression by MECOM is necessary and sufficient to confer high-risk stem cell-like states in AML. These observations suggest a therapeutic opportunity to promote differentiation in high-risk AMLs, which could enable cures to be achieved in these previously intractable malignancies, akin to the remarkable success of retinoids to achieve cures in acute promyelocytic leukemia.
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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) | 0,001 | 0,000 |
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 ».