TY - JOUR
T1 - Multi-omic analysis identifies hypoalbuminemia as independent biomarker of poor outcome upon PD-1 blockade in metastatic melanoma
AU - Leek, Lindsay V M
AU - Notohardjo, Jessica C L
AU - de Joode, Karlijn
AU - Velker, Eline L
AU - Haanen, John B A G
AU - Suijkerbuijk, Karijn P M
AU - Aarts, Maureen J B
AU - de Groot, Jan Willem B
AU - Kapiteijn, Ellen
AU - van den Berkmortel, Franchette W P J
AU - Westgeest, Hans M
AU - de Gruijl, Tanja D
AU - Retel, Valesca P
AU - Cuppen, Edwin
AU - van der Veldt, Astrid A M
AU - Labots, Mariette
AU - Voest, Emile E
AU - van de Haar, Joris
AU - van den Eertwegh, Alfons J M
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/5/16
Y1 - 2024/5/16
N2 - 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.
AB - 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.
KW - Adult
KW - Aged
KW - Aged, 80 and over
KW - Biomarkers, Tumor/blood
KW - Female
KW - Humans
KW - Hypoalbuminemia
KW - Immune Checkpoint Inhibitors/therapeutic use
KW - L-Lactate Dehydrogenase/blood
KW - Male
KW - Melanoma/drug therapy
KW - Middle Aged
KW - Multiomics
KW - Neoplasm Metastasis
KW - Prognosis
KW - Programmed Cell Death 1 Receptor/antagonists & inhibitors
UR - http://www.scopus.com/inward/record.url?scp=85193480089&partnerID=8YFLogxK
U2 - 10.1038/s41598-024-61150-y
DO - 10.1038/s41598-024-61150-y
M3 - Article
C2 - 38755213
SN - 2045-2322
VL - 14
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 11244
ER -