Multi-omic analysis identifies hypoalbuminemia as independent biomarker of poor outcome upon PD-1 blockade in metastatic melanoma
Leek, Lindsay V M; Notohardjo, Jessica C L; de Joode, Karlijn; Velker, Eline L; Haanen, John B A G; Suijkerbuijk, Karijn P M; Aarts, Maureen J B; de Groot, Jan Willem B; Kapiteijn, Ellen; van den Berkmortel, Franchette W P J; Westgeest, Hans M; de Gruijl, Tanja D; Retel, Valesca P; Cuppen, Edwin; van der Veldt, Astrid A M; Labots, Mariette; Voest, Emile E; van de Haar, Joris; van den Eertwegh, Alfons J M
(2024) Scientific Reports, volume 14, issue 1
(Article)
Abstract
We evaluated the prognostic value of hypoalbuminemia in context of various biomarkers at baseline, including clinical, genomic, transcriptomic, and blood-based markers, in patients with metastatic melanoma treated with anti-PD-1 monotherapy or anti-PD-1/anti-CTLA-4 combination therapy (n = 178). An independent validation cohort (n = 79) was used to validate the performance of hypoalbuminemia compared to
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serum LDH (lactate dehydrogenase) levels. Pre-treatment hypoalbuminemia emerged as the strongest predictor of poor outcome for both OS (HR = 4.01, 95% CI 2.10-7.67, Cox P = 2.63e-05) and PFS (HR = 3.72, 95% CI 2.06-6.73, Cox P = 1.38e-05) in univariate analysis. In multivariate analysis, the association of hypoalbuminemia with PFS was independent of serum LDH, IFN-γ signature expression, TMB, age, ECOG PS, treatment line, treatment type (combination or monotherapy), brain and liver metastasis (HR = 2.76, 95% CI 1.24-6.13, Cox P = 0.0131). Our validation cohort confirmed the prognostic power of hypoalbuminemia for OS (HR = 1.98, 95% CI 1.16-3.38; Cox P = 0.0127) and was complementary to serum LDH in analyses for both OS (LDH-adjusted HR = 2.12, 95% CI 1.2-3.72, Cox P = 0.00925) and PFS (LDH-adjusted HR = 1.91, 95% CI 1.08-3.38, Cox P = 0.0261). In conclusion, pretreatment hypoalbuminemia was a powerful predictor of outcome in ICI in melanoma and showed remarkable complementarity to previously established biomarkers, including high LDH.
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Keywords: Adult, Aged, Aged, 80 and over, Biomarkers, Tumor/blood, Female, Humans, Hypoalbuminemia, Immune Checkpoint Inhibitors/therapeutic use, L-Lactate Dehydrogenase/blood, Male, Melanoma/drug therapy, Middle Aged, Multiomics, Neoplasm Metastasis, Prognosis, Programmed Cell Death 1 Receptor/antagonists & inhibitors, General, Journal Article
ISSN: 2045-2322
Publisher: Nature Publishing Group
Note: Publisher Copyright: © The Author(s) 2024.
(Peer reviewed)