Bone Marrow Fibrosis In Patients With Multiple Myeloma: A New Prognostic Factor For Survival?
Notice bibliographique
Résumé
Abstract Introduction Multiple myeloma (MM) is characterized by the proliferation of plasma cells in the bone marrow and a secretion of monoclonal immunoglobulins. Survival in MM is very variable and multiple factors are known to influence prognosis such as age, ISS stage, and genetic abnormalities. Fibrosis can be found in the bone marrow of MM patients but the literature reporting the incidence of fibrosis and its effect on prognosis is very limited. The purpose of this study was to estimate the incidence of bone marrow fibrosis in MM patients and its effect on survival. Materials and methods Data was collected at the Karolinska University Hospital in Solna, Sweden and information obtained from the hospital's records. We gathered information on all patients diagnosed with MM between 2003 and 2011. All bone marrow reports were reviewed and the presence of bone marrow fibrosis (evaluated using reticulin staining) at diagnosis was recorded. Fibrosis was graded as 1 (mild), 2 (significant) and 3 (advanced), in accordance with WHO 2008 criteria. Patients with fibrosis were paired with patients without fibrosis (matched by sex, birth year, and year of diagnosis). Survival comparing MM patients with and without fibrosis was evaluated using Kaplan-Meier estimate and Cox regression model. Results A total of 586 individuals, 327 males and 259 females, were diagnosed with MM at the Karolinska University Hospital, Solna during 2003 – 2011. Evidence of bone marrow fibrosis was noted in 223 (38%) patients at diagnosis, and 175 had fibrosis grade 1, 33 grade 2, and 15 grade 3. No significant difference was observed between males (N = 135) and females (N = 88) (p = 0.085). Mean age at diagnosis was significantly lower for patients with fibrosis (67.1 years) than in patients without fibrosis (69.7 years) (p = 0.013). Compared with paired patients without fibrosis (N = 217), patients with fibrosis had significantly worse survival (Figure), being 5.0 years vs. 4.4 years, respectively (relative risk (RR)=1.3, 95% confidence interval (CI) 1.00-1.70; p= 0.049). The difference was greatest in male patients and patients younger than 65 years at diagnosis. Survival was worse in patients with advanced fibrosis, 4.5 (95% CI 3.6-6.4) years for grade 1 fibrosis, and 3.0 (95% CI 1.6-NA) years for higher degree of fibrosis. Conclusion In this study, based on almost 600 patients with MM we show that bone marrow fibrosis is common at diagnosis (38%). Importantly, our findings show that the presence of fibrosis was associated with inferior survival. More studies are needed regarding the underlying causes for these findings, including treatment response, treatment-related complications and relation to other known prognostic factors. Disclosures: No relevant conflicts of interest to declare.
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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 | 0,001 | 0,003 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,001 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 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 ».