Increased Levels of Urinary N-Telopeptide of Type I Collagen Correlate with Reduced Survival in Patients with Advanced Multiple Myeloma.
Notice bibliographique
Résumé
Abstract Staging systems such as those of Durie-Salmon and the International Staging System provide important prognostic insight for patients (pts) with multiple myeloma (MM) throughout the disease continuum. However, detailed evaluations of prognostic factors in pts with advanced MM and primary bone lesions have not been reported. Therefore, an exploratory analysis of data was conducted from a randomized trial in pts with bone disease from MM to assess prognostic factors for survival (n=282). Patients received standard antineoplastic therapy including a bisphosphonate (zoledronic acid 4 mg, n=184; pamidronate 90 mg, n=98) every 3 to 4 weeks for up to 24 months. Dichotomous variables included sex, race (white/other), narcotic analgesics (yes/no), Eastern Cooperative Oncology Group performance status (active/impaired), prior skeletal-related event (SRE; yes/no), and values with a defined upper limit of normal (creatinine, lymphocyte %, hemoglobin, serum glutamic-oxaloacetic transaminase, albumin, lactate dehydrogenase [LDH], and calcium). Continuous variables included age, weight, cancer duration, Functional Assessment of Cancer Therapy-General score, Brief Pain Inventory score, and bone markers (eg, urinary N-telopeptide of type I collagen [NTX], deoxypyridinoline). Paraprotein type was also included. Univariate and multivariate analyses were developed to determine relative risks (RR) for reduced survival associated with baseline variables using Cox regression models, and those that were not significant at the 5% level were removed by backward elimination to generate a reduced model. In the reduced multivariate model, advanced age (P=.001), non-immunoglobulin (Ig) G myeloma subtype (IgA [P=.001] or light chain/nonsecretory/IgM [P=.051]), history of SREs before study enrollment (P=.004), anemia (P=.022), high urinary levels of NTX (P=.017), high serum levels of LDH (P=.014), and low serum levels of albumin (P=.025) significantly correlated with reduced survival. Because NTX levels were a significant covariate, the correlation between baseline NTX and survival was assessed. Normal NTX (< 50 nmol/mmol creatinine) was associated with a significant 47% lower risk of death versus elevated NTX in pts who received zoledronic acid (n=210; RR=0.53; P=.026); it was associated with a 38% lower risk in the smaller population of pts who received pamidronate (n=108; RR=0.62; P=.135). After 3 months of bisphosphonate treatment, a 50% reduction in NTX was achieved in approximately 83% of patients with an elevated baseline NTX (median, 82.5 nmol/mmol creatinine) who were treated with zoledronic acid. However, the same NTX reduction at 3 months was achieved in only 67% of pts with an elevated baseline NTX (median, 80.0 nmol/mmol creatinine) who were treated with pamidronate. In these analyses, age, albumin, Igs, and anemia were identified as prognostic factors for reduced survival in pts with advanced MM. In addition, a history of SREs before study enrollment and elevated levels of bone metabolism markers—specifically NTX—were identified. Bisphosphonates can delay the onset of potentially life-limiting skeletal complications and reduce NTX levels. Therefore, studies are under way to investigate whether bisphosphonates can improve survival in this setting.
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 | 0,001 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| 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) | 0,001 | 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 ».