Real-world treatment patterns and outcomes in PD-L1-positive non-small cell lung cancer.
Xinke ZhangRichard W DeClueLisa HermsMo YangVivek PawarElizabeth T MastersMary RuisiKevin ChinVamsidhar VelchetiPublished in: Immunotherapy (2021)
Aim: We report real-world treatment patterns and outcomes in patients with PD-L1+ non-small-cell lung cancer (NSCLC). Methods: This retrospective, observational study using the ConcertAI Oncology Dataset (Symphony AI, CA, USA), included patients with PD-L1+ (≥1% expression) metastatic NSCLC who began first-line (1L) treatment between 2016 and 2019. Treatment outcomes were assessed by treatment class (immune checkpoint inhibitor [ICI] monotherapy, ICI combinations or chemotherapy). Results: In total, 128 (25.5%), 237 (47.3%) and 136 patients (27.1%) received 1L chemotherapy, 1L ICI monotherapy and 1L ICI combinations, respectively. ICI combinations and monotherapy had improved clinical outcomes versus chemotherapy. Adjusted analyses showed no significant difference in outcome between ICI monotherapy and ICI combinations. Conclusion: ICI-based treatments are being increasingly adopted into clinical practice and were associated with better outcomes versus chemotherapy.
Keyphrases
- combination therapy
- small cell lung cancer
- squamous cell carcinoma
- clinical practice
- locally advanced
- type diabetes
- newly diagnosed
- open label
- clinical trial
- machine learning
- randomized controlled trial
- palliative care
- ejection fraction
- end stage renal disease
- metabolic syndrome
- radiation therapy
- skeletal muscle
- deep learning
- prognostic factors
- weight loss
- glycemic control