Early Progression in Non-Small Cell Lung Cancer (NSCLC) with High PD-L1 Treated with Pembrolizumab in First-Line Setting: A Prognostic Scoring System Based on Clinical Features.
NSCLC
corticosteroid
detrimental effect
immunotherapy
pleural metastasis
prognosis
Journal
Cancers
ISSN: 2072-6694
Titre abrégé: Cancers (Basel)
Pays: Switzerland
ID NLM: 101526829
Informations de publication
Date de publication:
11 Jun 2021
11 Jun 2021
Historique:
received:
06
05
2021
revised:
07
06
2021
accepted:
09
06
2021
entrez:
2
7
2021
pubmed:
3
7
2021
medline:
3
7
2021
Statut:
epublish
Résumé
Pembrolizumab is approved in monotherapy for the first-line (1L) of advanced or metastatic NSCLC patients with high PD-L1 (≥50%). Despite a proportion of patients achieve long-term survival, about one-third of patients experience detrimental survival outcomes, including early death, hyperprogression, and fast progression. The impact of clinical factors on early progression (EP) development has not been widely explored. We designed a retrospective, multicenter study involving five Italian centers, in patients with metastatic NSCLC with PD-L1 ≥ 50%, treated with Pembrolizumab in a 1L setting. EP was defined as a progressive disease within three months from pembrolizumab initiation. Baseline clinical factors of patients with and without EP were collected and analyzed. Logistic regression was performed to identify clinical factors associated with EP and an EP prognostic score was developed based on the logistic model. Overall, 321 out of 336 NSCLC patients treated with 1L pembrolizumab provided all the data for the analysis. EP occurred in 137 (42.7%) patients; the median PFS was 3.8 months (95% CI: 2.9-4.7), and median OS was not reached in the entire study population. Sex, Eastern Cooperative Oncology Group (ECOG) performance status (PS), steroids, metastatic sites ≥2, and the presence of liver/pleural metastasis were confirmed as independent factors for EP by multivariate analysis. By combining these factors, we developed an EP prognostic score ranging from 0-13, with three-risk group stratification: 0-2 (good prognosis), 3-6 (intermediate prognosis), and 7-13 (poor prognosis). The area under the curve (AUC) of the model was 0.76 (95% CI: 0.70-0.81). We identified six clinical factors independently associated with EP. We developed a prognostic score model for EP-risk to potentially improve clinical practice and patient selection for 1L pembrolizumab in NSCLC with high PD-L1, in the real-world clinical setting.
Sections du résumé
BACKGROUND
BACKGROUND
Pembrolizumab is approved in monotherapy for the first-line (1L) of advanced or metastatic NSCLC patients with high PD-L1 (≥50%). Despite a proportion of patients achieve long-term survival, about one-third of patients experience detrimental survival outcomes, including early death, hyperprogression, and fast progression. The impact of clinical factors on early progression (EP) development has not been widely explored.
METHODS
METHODS
We designed a retrospective, multicenter study involving five Italian centers, in patients with metastatic NSCLC with PD-L1 ≥ 50%, treated with Pembrolizumab in a 1L setting. EP was defined as a progressive disease within three months from pembrolizumab initiation. Baseline clinical factors of patients with and without EP were collected and analyzed. Logistic regression was performed to identify clinical factors associated with EP and an EP prognostic score was developed based on the logistic model.
RESULTS
RESULTS
Overall, 321 out of 336 NSCLC patients treated with 1L pembrolizumab provided all the data for the analysis. EP occurred in 137 (42.7%) patients; the median PFS was 3.8 months (95% CI: 2.9-4.7), and median OS was not reached in the entire study population. Sex, Eastern Cooperative Oncology Group (ECOG) performance status (PS), steroids, metastatic sites ≥2, and the presence of liver/pleural metastasis were confirmed as independent factors for EP by multivariate analysis. By combining these factors, we developed an EP prognostic score ranging from 0-13, with three-risk group stratification: 0-2 (good prognosis), 3-6 (intermediate prognosis), and 7-13 (poor prognosis). The area under the curve (AUC) of the model was 0.76 (95% CI: 0.70-0.81).
CONCLUSIONS
CONCLUSIONS
We identified six clinical factors independently associated with EP. We developed a prognostic score model for EP-risk to potentially improve clinical practice and patient selection for 1L pembrolizumab in NSCLC with high PD-L1, in the real-world clinical setting.
Identifiants
pubmed: 34208253
pii: cancers13122935
doi: 10.3390/cancers13122935
pmc: PMC8230881
pii:
doi:
Types de publication
Journal Article
Langues
eng
Subventions
Organisme : Associazione Italiana per la Ricerca sul Cancro
ID : No. IG20583
Organisme : Università Cattolica del Sacro Cuore
ID : UCSC-project D1-2019-2020
Organisme : Ministero della Salute
ID : 5x1000
Références
Lancet Respir Med. 2020 Sep;8(9):895-904
pubmed: 32199466
J Clin Oncol. 2019 Aug 1;37(22):1927-1934
pubmed: 31206316
J Clin Oncol. 2018 Oct 1;36(28):2872-2878
pubmed: 30125216
N Engl J Med. 2016 Nov 10;375(19):1823-1833
pubmed: 27718847
Clin Cancer Res. 2017 Apr 15;23(8):1920-1928
pubmed: 27827313
Cancer Treat Rev. 2020 Sep;89:102085
pubmed: 32771858
Oncotarget. 2016 Aug 16;7(33):53245-53253
pubmed: 27449299
N Engl J Med. 2018 May 31;378(22):2078-2092
pubmed: 29658856
Clin Lung Cancer. 2020 Sep;21(5):e405-e414
pubmed: 32205040
Crit Rev Oncol Hematol. 2020 Feb;146:102858
pubmed: 31918343
N Engl J Med. 2018 Jun 14;378(24):2288-2301
pubmed: 29863955
JAMA Oncol. 2018 Mar 1;4(3):351-357
pubmed: 29327044
Lancet Oncol. 2021 Feb;22(2):198-211
pubmed: 33476593
Lung Cancer. 2021 May;155:114-119
pubmed: 33798900
J Thorac Oncol. 2016 Aug;11(8):1263-1272
pubmed: 27178984
J Clin Oncol. 2019 Aug 1;37(22):1863-1867
pubmed: 30995172
Cancers (Basel). 2020 Feb 27;12(3):
pubmed: 32120803
Ann Oncol. 2019 Oct 1;30(10):1653-1659
pubmed: 31435660
Ann Oncol. 2018 Oct 1;29(Suppl 4):iv192-iv237
pubmed: 30285222
J Immunother Cancer. 2021 Mar;9(3):
pubmed: 33737340
ESMO Open. 2021 Apr;6(2):100078
pubmed: 33735802