Deciphering the Boundaries of KBTBD4-CoREST1 Axis Modulation to Maximally Expand Human HSCs
Notice bibliographique
Résumé
Background: The UM171 technology has led to major progress in the expansion of cord blood units (CBUs) with low cellularity (Fares et al., Science 2014). This breakthrough has notably increased availability of better HLA-matched CBUs and improvements in clinical outcome (Cohen et al., Lancet Hematol 2020 and Blood Advances 2023, PMID: 37467030; see also Cohen et al. and Milano et al., this meeting). Enhanced HLA matching is a direct consequence of the selection of CBUs which are otherwise too small without expansion. Indeed, with this technology, approximately 50% of units in CB banks are eligible for clinical use, versus 5% without expansion. As recently reported, UM171 promotes the activation of the novel CUL3-KBTBD4 E3 ligase complex leading to the ubiquitylation and degradation of its natural substrate, CoREST1, a repressor complex that includes RCOR1, LSD1, HDAC1/2. This complex is upregulated in human HSC upon their ex vivo culture where it compromises their potential in the absence of UM171 (Chagraoui et al., Cell Stem Cell, 2021). Aims and Methods: The goal of this research is to understand the boundaries of KBTBD4-CoREST1 axis modulation that determine the optimal expansion of human HSCs in vitro and in vivo. More precisely, we monitored the relationship between CoREST1 levels in primary CD34+CD45RA-CD90+ CB cells and determined the impact of maximal CoREST1 degradation on the yield of expanded HSC using a series of functional in vitro and in vivo approaches along with transcriptomic data. Results: Using flow cytometry, we noticed a gradual degradation of RCOR1 with increasing concentrations of UM171 with a plateau at 125nM suggesting that maximal RCOR1 degradation was reached at this dose which represented a 4-fold increase above the concentration of UM171 used in current clinical manufacturing. Of interest, at high concentration of UM171 (i.e.,125nM), total nucleated cell expansion was reduced by approximately 30% while that of primitive CD34+CD45RA-CD90+EPCR+ HSC was maximal and significantly above that measured at 35nM suggesting a preferential impact of CoREST1 degradation on the more primitive cell compartment along with improvement in graft quality. CITE-Seq experiments confirmed the preferential expansion of primitive HSPC including HSCs and LMPPs with a reduction of more mature cellular subsets when cells were exposed to 125nM of UM171 in comparison to 35nM. The in vivo functionality of the 7-day expanded grafts (35nM vs 125nM UM171) were compared by transplanting the outcome of 100 Day 0 CD34+ CB cells in NSG-SGM3 (NOD-scid IL2Rgnull-3/GM/SF) mice, a cell dose representing less than 1 competitive repopulation unit (CRU) of unexpanded cells in this model. Using this low cell dose (limit dilution), we observed that the 125nM expanded graft provided 10-times greater engraftment than observed in mice transplanted with cells exposed to 35nM UM171 with values reaching a median of 5±5% vs. 0.4±0.13%(n=10 mice per condition, p=0.01; Mann Whitney test) of human engraftment at 12 weeks post-transplantation, respectively. Conclusion: Maximal stimulation of CUL3-KBTBD4 by higher concentration of UM171 leads to much better expansion of functional human HSC and opens new avenues for optimal expansion of very small cord blood units and possibly adult bone marrow-derived HSCs which require more than minimal manipulation (e.g., gene therapy). We believe this new data represents a novel milestone in HSC expansion with obvious subsequent clinical benefits.
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 | 0,001 |
| 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 ».