Multi-omics integration model of exosome metabolomics and PD-1/PD-L1 expression for early prediction of immunotherapy efficacy in advanced liver cancer

C Caixia Li D Dandan Du Y Yanbao Liu X Xuan Wang Y Yuchen Feng P Panpan Cui

Article Details

Volume / Issue Vol. 1, Issue 1
Published May 30, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (6)

C

Caixia Li

D

Dandan Du

Y

Yanbao Liu

X

Xuan Wang

Y

Yuchen Feng

P

Panpan Cui