Multi-omic analysis identifies hypoalbuminemia as independent biomarker of poor outcome upon PD-1 blockade in metastatic melanoma

Publication date

2024-05-16

Authors

Leek, Lindsay V M
Notohardjo, Jessica C L
de Joode, Karlijn
Velker, Eline L
Haanen, John B A G
Suijkerbuijk, Karijn P MORCID 0000-0003-3604-5430ISNI 0000000388512483
Aarts, Maureen J B
de Groot, Jan Willem B
Kapiteijn, Ellen
van den Berkmortel, Franchette W P J

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Article
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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 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.

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

Citation

Leek, L V M, Notohardjo, J C L, de Joode, K, Velker, E L, Haanen, J B A G, Suijkerbuijk, K P M, Aarts, M J B, de Groot, J W B, Kapiteijn, E, van den Berkmortel, F W P J, Westgeest, H M, de Gruijl, T D, Retel, V P, Cuppen, E, van der Veldt, A A M, Labots, M, Voest, E E, van de Haar, J & van den Eertwegh, A J M 2024, 'Multi-omic analysis identifies hypoalbuminemia as independent biomarker of poor outcome upon PD-1 blockade in metastatic melanoma', Scientific Reports, vol. 14, no. 1, 11244. https://doi.org/10.1038/s41598-024-61150-y