Multimodal integration of blood RNA and ctDNA reflects response to immunotherapy in metastatic urothelial cancer.

ABSTRACT:

Background

Previously, we demonstrated that changes in circulating tumor DNA (ctDNA) are promising biomarkers for early response prediction (ERP) to immune checkpoint inhibitors (ICIs) in metastatic urothelial cancer (mUC). In this study, we investigated the value of whole-blood immunotranscriptomics for ERP-ICI and integrated both biomarkers into a multimodal model to boost accuracy.

Methods

Blood samples of 93 patients were collected at baseline and after 2-6 weeks of ICI for ctDNA (n = 88) and immunotranscriptome (n = 79) analyses. ctDNA changes were dichotomized into increase or no increase, the latter including patients with undetectable ctDNA. For RNA model development, the cohort was split into discovery (n = 29), test (n = 29), and validation sets (n = 21). Finally,

SUBMITTER: van Wilpe S 

PROVIDER: S-EPMC11949011 | biostudies-literature | 2025 Jan

REPOSITORIES: biostudies-literature