Related Experiment Video
Updated: Jun 27, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Prognosis stratification of cancer patients treated with immune checkpoint inhibitors through lung immune prognostic
Yusheng Guo1,2, Yao Pan3, Jiayu Wan1,2
1Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, China.
The lung immune prognostic index (LIPI) effectively predicts outcomes for cancer patients receiving immune checkpoint inhibitors (ICIs). A higher LIPI score indicates poorer overall survival and progression-free survival in this patient group.
Area of Science:
- Oncology
- Immunotherapy
- Biomarkers
Background:
- The prognostic value of the lung immune prognostic index (LIPI) is established in non-small cell lung cancer (NSCLC) patients treated with immune checkpoint inhibitors (ICIs).
- However, its utility in a broader pancancer setting remains to be fully elucidated.
Approach:
- A comprehensive systematic literature search was performed across major databases (PubMed, Embase, Web of Science, Cochrane Library) up to July 2023.
- Meta-analysis of 35 studies, including 9959 patients, evaluated the association between LIPI scores and clinical outcomes (OS, PFS, ORR, DCR) in patients receiving ICIs.
- Patients were stratified into LIPI groups (good, intermediate, poor) for comparative analysis.
Key Points:
- A higher LIPI score was significantly associated with worse overall survival (OS) across all comparisons (HRs ranging from 1.69 to 3.03).
- Elevated LIPI scores correlated with shorter progression-free survival (PFS) (HRs ranging from 1.41 to 2.23).
- Increased LIPI scores were linked to lower objective response rates (ORR) and disease control rates (DCR).
Conclusions:
- The lung immune prognostic index (LIPI) demonstrates robust prognostic capability in stratifying clinical outcomes for patients with NSCLC and other solid tumors treated with ICIs.
- LIPI serves as a cost-effective, simple, and accurate prognostic tool applicable in a pancancer context.
- This index can aid in the risk stratification of patients undergoing immunotherapy.
More Related Videos
07:32Author Spotlight: Investigating Immune Cell Dynamics in the Tumor Microenvironment — Challenges and Innovations in Cancer Prognosis
Published on: April 12, 2024
07:42Patient-Derived Tumor Explants As a "Live" Preclinical Platform for Predicting Drug Resistance in Patients
Published on: February 7, 2021
Related Concept Videos
Tumor Immunotherapy
Cancer Survival Analysis