Journal article
A New Prognostic Model in Patients with Advanced Urothelial Carcinoma Treated with First-line Immune Checkpoint Inhibitors
European urology oncology, Vol.4(3), pp.464-472
06/01/2021
DOI: 10.1016/j.euo.2020.12.006
PMCID: PMC8169524
PMID: 33423945
Abstract
While immune checkpoint inhibitors (ICIs) are approved in the first-line (1L) setting for cisplatin-unfit patients with programmed death-ligand 1 (PD-L1)-high tumors or for platinum (cisplatin/carboplatin)-unfit patients, response rates remain modest and outcomes vary with no clinically useful biomarkers (except for PD-L1).
We aimed to develop a prognostic model for overall survival (OS) in patients receiving 1L ICIs for advanced urothelial cancer (aUC) in a multicenter cohort study.
Patients treated with 1L ICIs for aUC across 24 institutions and five countries (in the USA and Europe) outside clinical trials were included in this study.
We used a stepwise, hypothesis-driven approach using clinician-selected covariates to develop a new risk score for patients receiving ICIs in the 1L setting. Demographics, clinicopathologic data, treatment patterns, and OS were collected uniformly. Univariate Cox regression was performed on 18 covariates hypothesized to be associated with OS based on published data. Variables were retained for multivariate analysis (MVA) if they correlated with OS (p < 0.2) and were included in the final model if p < 0.05 on MVA. Retained covariates were assigned points based on the beta coefficient to create a risk score. Stratified median OS and C-statistic were calculated.
Among 984 patients, 357 with a mean age of 71 yr were included in the analysis, 27% were female, 68% had pure UC, and 13% had upper tract UC. Eastern Cooperative Oncology Group performance status ≥2, albumin <3.5 g/dl, neutrophil:lymphocyte ratio >5, and liver metastases were significant prognostic factors on MVA and were included in the risk score. C index for new 1L risk score was 0.68 (95% confidence interval 0.65–0.71). Limitations include retrospective nature and lack of external validation.
We developed a new 1L ICI risk score for OS based on data from patients with aUC treated with ICIs in the USA and Europe outside of clinical trials. The score components highlight readily available factors related to tumor biology and treatment response. External validation is being pursued.
With multiple new treatments under development and approved for advanced urothelial carcinoma, it can be difficult to identify the best treatment sequence for each patient. The risk score may help inform treatment discussions and estimate outcomes in patients treated with first-line immune checkpoint inhibitors, while it can also impact clinical trial design and endpoints.
A new risk score was developed for advanced urothelial carcinoma treated with first-line immune checkpoint inhibitors. The score assigned Eastern Cooperative Oncology Group performance status ≥2, albumin <3.5 g/dl, neutrophil:lymphocyte ratio >5, and liver metastases each one point, with a higher score being associated with worse overall survival.
Details
- Title: Subtitle
- A New Prognostic Model in Patients with Advanced Urothelial Carcinoma Treated with First-line Immune Checkpoint Inhibitors
- Creators
- Ali Raza Khaki - Seattle Cancer Care AllianceAng Li - Baylor College of MedicineLeonidas N. Diamantopoulos - University of PittsburghNatalie J. Miller - University of WashingtonLucia Carril-Ajuria - Hospital Universitario 12 De OctubreDaniel Castellano - Hospital Universitario 12 De OctubreIvan De Kouchkovsky - University of California, San FranciscoVadim Koshkin - University of California, San FranciscoJoseph Park - University of MichiganAjjai Alva - University of MichiganMehmet A. Bilen - Emory UniversityTyler Stewart - University of California San DiegoVictor Santos - University of UtahNeeraj Agarwal - University of UtahJayanshu Jain - University of IowaYousef Zakharia - University of IowaRafael Morales-Barrera - Universitat Autònoma de BarcelonaMichael Devitt - University of VirginiaAriel Nelson - Medical College of WisconsinChristopher J. Hoimes - University Hospitals Seidman Cancer CenterEvan Shreck - Montefiore Medical CenterBenjamin A. Gartrell - Montefiore Medical CenterAlex Sankin - Montefiore Medical CenterAbhishek Tripathi - University of Oklahoma Health Sciences CenterRoubini Zakopoulou - National and Kapodistrian University of AthensAristotelis Bamias - National and Kapodistrian University of AthensAlejo Rodriguez-Vida - Hospital Del MarAlexandra Drakaki - David Geffen School of Medicine at UCLASandy Liu - David Geffen School of Medicine at UCLAVivek Kumar - Brigham and Women's HospitalMark P. Lythgoe - Imperial College LondonDavid J. Pinato - Imperial College LondonJure Murgic - Department of Oncology and Nuclear Medicine, University Hospital Center Sestre Milosrdnice, School of Dental Medicine, Zagreb, CroatiaAna Fröbe - Department of Oncology and Nuclear Medicine, University Hospital Center Sestre Milosrdnice, School of Dental Medicine, Zagreb, CroatiaMonika Joshi - Pennsylvania State UniversityPedro Isaacsson Velho - Sidney Kimmel Comprehensive Cancer CenterNoah Hahn - Sidney Kimmel Comprehensive Cancer CenterLucia Alonso Buznego - Marqués de Valdecilla University HospitalIgnacio Duran - Marqués de Valdecilla University HospitalMarcus Moses - University of New OrleansPedro Barata - University of New OrleansMatthew D. Galsky - Icahn School of Medicine at Mount SinaiGuru Sonpavde - Dana-Farber Cancer InstituteEvan Y. Yu - University of WashingtonVeena Shankaran - University of WashingtonGary H. Lyman - University of WashingtonPetros Grivas - University of Washington
- Resource Type
- Journal article
- Publication Details
- European urology oncology, Vol.4(3), pp.464-472
- DOI
- 10.1016/j.euo.2020.12.006
- PMID
- 33423945
- PMCID
- PMC8169524
- NLM abbreviation
- Eur Urol Oncol
- ISSN
- 2588-9311
- eISSN
- 2588-9311
- Publisher
- Elsevier B.V
- Grant note
- DOI: 10.13039/100000054, name: National Cancer Institute
- Language
- English
- Date published
- 06/01/2021
- Academic Unit
- Hematology, Oncology, and Blood & Marrow Transplantation; Internal Medicine
- Record Identifier
- 9984548379502771
Metrics
13 Record Views