Identification of protein biomarkers for prediction of response to platinum-based treatment regimens in patients with non-small cell lung cancer.
Franziska BöttgerTeodora RadonicIdris BahceKim MonkhorstSander R PiersmaThang V PhamAnne-Marie C DingemansLisa M HillenMariacarmela SantarpiaElisa GiovannettiEgbert F SmitSjaak A BurgersConnie R JiménezPublished in: Molecular oncology (2023)
The majority of patients with resected stage II-IIIA non-small cell lung cancer (NSCLC) are treated with platinum-based adjuvant chemotherapy (ACT) in a one-size-fits-all approach. However, a significant number of patients do not derive clinical benefit, and no predictive patient selection biomarker is currently available. Using mass spectrometry-based proteomics, we have profiled tumor resection material of 2 independent, multi-center cohorts of in total 67 patients with NSCLC who underwent ACT. Unsupervised cluster analysis of both cohorts revealed a poor response/survival sub-cluster composed of ~25% of the patients, that displayed a strong epithelial-mesenchymal transition signature and stromal phenotype. Beyond this stromal sub-population, we identified and validated platinum response prediction biomarker candidates involved in pathways relevant to the mechanism of action of platinum drugs, such as DNA damage repair, as well as less anticipated processes such as those related to the regulation of actin cytoskeleton. Integration with pre-clinical proteomics data supported a role for several of these candidate proteins in platinum response prediction. Validation of one of the candidates (HMGB1) in a third independent patient cohort using immunohistochemistry highlights the potential of translating these proteomics results to clinical practice. This article is protected by copyright. All rights reserved.
Keyphrases
- mass spectrometry
- end stage renal disease
- epithelial mesenchymal transition
- dna damage
- ejection fraction
- newly diagnosed
- small cell lung cancer
- chronic kidney disease
- machine learning
- bone marrow
- liquid chromatography
- oxidative stress
- peritoneal dialysis
- case report
- risk assessment
- patient reported outcomes
- signaling pathway
- single cell
- high resolution
- label free
- climate change
- ms ms
- artificial intelligence
- cell migration
- amino acid
- binding protein