Impact of exposure to clinical trials and standard-of-care therapy in metastatic or recurrent prostate cancer: An update.
Notice bibliographique
Résumé
76 Background: Treatment (tx) options for metastatic prostate cancer (mPC) have advanced significantly. Literature shows that access to, and uptake of, clinical trials or standard intensified tx in mPC may be low. Methods: We conducted further survival analysis on all consecutive patients (pts) diagnosed with any stage of PC between 2016-2017 in British Columbia, and only included pts with de novo metastasis or later recurrence. We performed descriptive statistics, univariate and multivariate analysis to examine overall survival (OS). Results: This study included 796 pts with either de novo metastatic (n=554, 69.6%) or recurrent PC (N=242; 30.4%); 743 (93.3%) had metastasis by time of cutoff (Sep 1, 2022). Median age at diagnosis of mPC in all patients was 73 (range 45-98). 790 (99.2%) started androgen deprivation tx (ADT). 263 (35.4%) had additional line of tx started with ADT at hormone sensitive mPC (mHSPC); 309 (38.8%) had 1st line tx started at castrate resistant mPC (mCRPC). Radiotherapy (RT) to prostate for mPC were given to 93 (11.6%). 307 (38.6%) received 1 line of tx; 181 (22.7%), 2; 128 (16.1%), 3 or more. 432 (54.3%) received ≥1 androgen receptor pathway inhibitors (ARPI). At cutoff, 474 (59.5%) died; most (n=400; 84.4%) died of prostate cancer. 35 pts who went on trial had longer mOS than those who did not go on trial (63.6 vs 39.5m, p=0.025). Pts with 5 or 6 lines of therapy had numerically longer but statistically similar mOS than those who had 1 (51.7m vs. 63.7m vs. 38.1m, p=0.47). Pts who got 1 line of ARPI had statistically similar mOS than those not exposed to ARPI (43.3m vs. 39.5m, p=0.89). In pts with de novo mPC, more than 1 line (44.3m) or 1 line of ARPI (42.1m) were associated with numerically longer but statistically similar mOS compared to no ARPI (30.1m, p=0.47); pts with recurrent mPC showed an opposite trend (22.5 vs 48.5m vs. not reached, p=0.009). In multivariable analysis, RT to prostate for mPC was associated with better mOS in mHSPC (HR 0.409, 95% CI 0.180 – 0.92, p=0.032) but not mCRPC. None of age, PSA at metastasis, Gleason score, or ADT type was identified as an independent factor affecting mOS. No significant differences in mOS was seen with varying years of mPC diagnosis (2015-2022). Conclusions: Our multicentre data suggest that access to clinical trials and timely RT to prostate in appropriate pts with mPC are associated with longer mOS and should be considered standard of care. Access to clinical trials may be challenging for a significant proportion of pts. Exposure to as many lines of tx/ARPI as possible may potentially help in pts with de novo mPC, but more data are required to determine benefit in all subgroups.
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 | 0,009 | 0,048 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,003 | 0,007 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,003 | 0,002 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 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 ».