Uncovering the Role of CD59 As a Novel Therapeutic Target Against High-Risk Acute Myeloid Leukemia
Notice bibliographique
Résumé
Acute myeloid leukemia (AML) is a hematologic malignancy driven by acquired genetic mutations in hematopoietic stem and progenitor cells. Continued disease progression leads to the unregulated growth of immature cells of the myeloid lineage, resulting in impaired hematopoiesis, organ failure, and death. High-risk AML is a disease subtype, classified by cytogenetic abnormalities, TP53 mutations, chemotherapy resistance, and dismal overall survival. To uncover the driving factors of poor outcomes in high-risk AML, we performed a multivariable analysis of the BEAT-AML-2.0 patient cohort. We identified that overexpression of the membrane regulatory protein, CD59, serves as a prognostic marker for an increased risk of death. Furthermore, we uncovered that CD59 is overexpressed in high-risk AML patients, including samples with TP53 mutations and refractory disease. CD59 prevents the formation of the membrane attack complex of the complement system and its overexpression is linked with resistance to cancer therapies that activate the complement cascade. However, the intracellular role of CD59 is poorly understood and it is unexplored in AML. Given that the standard of care for AML treatment, which consists of a combination therapy of cytarabine and an anthracycline, does not activate the complement system, we hypothesize that CD59 confers a survival advantage to AML cells in a complement-independent manner. To study the role of CD59 in AML, we constructed doxycycline-inducible short-hairpin RNA (shRNA) expression vectors against CD59 (shCD59) and a non-targeting control (shNT) and transduced them into SKM-1, HL-60, EOL-1, and OCI-M1 AML cell lines. First, we examined the impact of CD59 knockdown on cell growth through a cell competition assay between shCD59 or shNT cells and untransduced cells by culturing them at a 1:1 ratio. We observed that upon the addition of doxycycline, shCD59 cells are outcompeted by untransduced cells whereas the percentage of shNT cells remains unchanged. Cell viability analysis revealed an increased level of cell death in shCD59 cells in comparison to shNT cells. Moreover, we quantified the level of cellular proliferation in shCD59 and shNT cells through 5-ethyl-2'-deoxyuridine (EdU) staining. We observed that shCD59 cells have a signification reduction in cellular proliferation in comparison to shNT cells, highlighting changes in both cellular division and survival pathways upon CD59 knockdown. Importantly, to rule out the impact of alternative complement activation on the observed phenotype, we repeated the previously described experiments in heat-inactivated fetal bovine serum supplement cell culture medium and observed an identical response, confirming a complement-independent role of CD59. Based on our findings, we investigated the mechanism through which CD59 exerts pro-survival signals by performing RNA-sequencing on shCD59 and shNT cells. Through differential expression and pathway analyses, we discovered shCD59 cells exhibit increased inflammatory signalling and apoptotic pathway activation. Conversely, mTOR and MYC signaling pathways are significantly downregulated upon CD59 knockdown, including a reduction in mitotic spindle activity, DNA repair machinery, and DNA replication checkpoints. These results indicate that upon CD59 knockdown, AML cells undergo mitotic catastrophe, driven by deficient cell-cycle checkpoints, DNA damage, and ultimately, cell death. We further examined changes in the signaling landscape of shCD59 and shNT cells by analyzing the cellular phospho-proteome through mass spectrometry. In agreement with our RNA-sequencing analysis, shCD59 cells have increased activation of DNA damage and inflammation markers, such as BCLAF1 and IKBKG, respectively. In contrast, shNT cells display elevated activation of mTOR pathway markers, including EIF4B, and cell cycle drivers, such as CDC20. In summary, we present CD59 overexpression as a driver of AML progression and poor clinical outcomes. Through functional and computational studies, we have shown CD59 expression is critical for cell growth and cell survival, and as such, identifying it as a novel therapeutic target. The survival outlook for high-risk AML patients has remained unchanged for the past 25 years. Our findings offer valuable insights that can significantly alter the current treatment landscape of AML.
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) | 0,000 | 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 ».