Predictors of Disease Progression and Survival in Patients with Myelodysplastic Syndrome Secondary to Inherited Bone Marrow Failure Syndromes
Notice bibliographique
Résumé
Introduction Inherited bone marrow failure syndromes (IBMFSs) are rare genetic disorders characterized by abnormal hematopoiesis resulting in cytopenias and increased risk of myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML). Once patients develop MDS the only curative therapy is hematopoietic stem cell transplant (HSCT). The rate of progression from early MDS to advanced MDS and AML is variable and risk factors for progression in IBMFS patients are poorly defined. We hypothesized that certain variables could predict the likelihood of progression from early stages of IBMFS-associated MDS/clonal hematopoiesis to advanced MDS or AML, and that the type of disease progression may impact overall survival (OS). Methods Data were collected from patients prospectively enrolled in the Canadian Inherited Marrow Failure Registry (CIMFR), a collaboration of 1 adult and 16 pediatric hospitals in Canada that care for >95% of pediatric IBMFS patients. IBMFS patients were diagnosed as having a specific syndrome or unclassified IBMFS (UCIBMFS) based on published criteria from our lab and others'. Diagnostic criteria for pediatric MDS defined by Hasle et al. were used. Progression of MDS was defined as 1 or more of: (1) a new cytogenetic abnormality, (2) progression in cytopathology from refractory cytopenia (RC) or refractory cytopenia with ringed sideroblasts (RCRS) to refractory cytopenia with dysplasia (RCD), refractory cytopenia with excess blasts (RCEB) or AML, or (3) increased degree of cytopenia severity. Time to progression was described by Kaplan-Meier analysis and risk factors were evaluated using the Cox proportional hazards model. Results Of 601 patients enrolled in CIMFR, 59 (9.8%) developed cytogenetic clones/MDS. Thirteen (22%) had Fanconi Anemia (FA), 13 (22%) had Shwachman-Diamond Syndrome (SDS), 10 (16.9%) had UCIBMFS, and 23 (39%) had other marrow failure syndromes (i.e. Dyskeratosis Congenita, Severe Congenital Neutropenia, Diamond Blackfan Anemia, GATA2-related disorders). The majority presented with cytogenetic clones/RC (n=45, 76%), 9 (15%) had RCEB, 3 (5%) RCD and 1 (1.7%) RCRS. The most common cytogenetic abnormalities at presentation were -7/-7q (n=18, 30%) and isochromosome 7q10 (n=7, 12%). Four patients had complex cytogenetics (6.8%). Of the patients who developed MDS, 32 (54%) went to HSCT. Patients who developed MDS had significantly worse OS (HR 3, 95% CI 2 to 6, p<0.0001), which varied by IBMFS category. MDS patients with UCIBMFS had a statistically significant lower OS compared to those without MDS (HR 5.7, 95% CI 1.7 to 18.6, p=0.004). In contrast, patients with FA had poor OS regardless of whether or not they developed MDS. Twenty four MDS patients (40%) had disease progression, with a median time to progression of 4.7 months (1.14-131). Nine patients (38%) with disease progression had FA, 5 (21%) had SDS, 4 (17%) had UC, and 6 (25%) had other marrow failure syndromes. Ten patients (42%) developed more advanced cytopathology, 10 (42%) a new cytogenetic abnormality, and 5 (20%) worsening cytopenias. Eight patients progressed from RC to RCEB, with a median time to progression of 5.7 months (1.14 to 113). Progression to more advanced cytopathology was associated with lower OS (HR 2.7, 95% CI 1.0 to 7.4, p=0.046). Median time to progression of cytogenetics was 4.13 months (1.14 to 131), which was not predictive of worse OS (p=0.22). Notably, there was no difference in OS or risk of progression between the -7/-7q and isochromosome 7q groups (p=0.644). Finally, patients who progressed due to worsening cytopenias had significantly lower OS compared to those who did not (p=0.011), but numbers were small. Seventeen (71%) of the MDS patients who progressed underwent HSCT. Conclusion Development of MDS has a significant adverse impact on the OS of IBMFS patients, with disease progression occurring 4.7 months from MDS diagnosis. Progression to advanced cytopathology is associated with decreased survival, while worsening cytogenetic clones and cytopenias may not carry the same risk. Importantly, isochromosome 7q10 is also associated with a risk of progression to more severe hematological disease, and may have an impact on survival. Further analysis of additional variables (i.e. HSCT) will provide insight into the important predictors of survival and disease progression, and help to guide treatment decisions for this high-risk patient population. Disclosures No relevant conflicts of interest to declare.
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 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 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 ».