Age‐Associated Targetable Genomic Alterations and <scp>PD</scp> ‐ <scp>L1</scp> Expression in 2509 Patients With Pulmonary Ground‐Glass Opacities

AIM: To investigate the landscape of targetable genomic alterations and programmed cell death ligand 1 (PD-L1) expression in pulmonary ground-glass opacities (GGOs) and their association with age. METHODS: A total of 2509 patients with GGOs were retrospectively analyzed. Tumor characteristics, PD-L1 expression, and prevalence of targetable alterations were compared across age groups. RESULTS: In GGOs, the mutation rates of EGFR (61.5%) and ERBB2 (12.0%) were relatively high, whereas those of KRAS (8.2%) and ALK rearrangements (2.3%) were relatively low. The patients exhibited a low tumor mutational burden (TMB), and PD-L1 expression was negative in 86.7% of cases. TMB, PD-L1 expression, and the mutation rates of EGFR, KRAS, and MET increased significantly with age, whereas the rates of ERBB2 mutations, ALK rearrangements, and RET rearrangements decreased significantly with age. Age was identified as an independent predictor for the above eight variables. The optimal age cutoff was determined to be 53 years. Compared with the younger age group (< 53 years), the older age group (≥ 53 years) showed a 31.6%, 130.4%, and 800.0% higher likelihood of harboring EGFR, KRAS, and MET mutations, respectively. Conversely, compared with the older age group, the younger age group showed a 289.1%, 94.1%, and 108.7% higher likelihood of harboring ERBB2 mutations, ALK rearrangements, and RET rearrangements, respectively. CONCLUSIONS: GGOs exhibit a distinct genomic and PD-L1 profile with significant age-related heterogeneity, providing insights for age-stratified therapeutic strategies.

Authors

Institutions

Publication Details

Journal
Cancer Medicine
Published
2026-05-01
DOI
https://doi.org/10.1002/cam4.71811
Primary Topic
Lung Cancer Treatments and Mutations
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Age‐Associated Targetable Genomic Alterations and PD ‐ L1 Expression in 2509 Patients With Pulmonary Ground‐Glass Opacities

S H. M. Huang, Hong-Yu Ye, Hong-Ji Li, Wei Xu et al.
Cancer Medicine
Lung Cancer Treatments and Mutations
article

Age‐Associated Targetable Genomic Alterations and PD ‐ L1 Expression in 2509 Patients With Pulmonary Ground‐Glass Opacities

S H. M. Huang, Hong-Yu Ye, Hong-Ji Li, Wei Xu, Zhen‐Bin Qiu, Xuan Tang, Qing Huang, Wei-Zhao Huang, Ying‐Meng Wu, Yi-Duo Lin, W M Tang, Wen-Zhao Zhong, Jing Chen, Yi Liang, Hai-Ming Jiang, Yi-Long Wu, Xue-Ning Yang
article en

Abstract

AIM: To investigate the landscape of targetable genomic alterations and programmed cell death ligand 1 (PD-L1) expression in pulmonary ground-glass opacities (GGOs) and their association with age. METHODS: A total of 2509 patients with GGOs were retrospectively analyzed. Tumor characteristics, PD-L1 expression, and prevalence of targetable alterations were compared across age groups. RESULTS: In GGOs, the mutation rates of EGFR (61.5%) and ERBB2 (12.0%) were relatively high, whereas those of KRAS (8.2%) and ALK rearrangements (2.3%) were relatively low. The patients exhibited a low tumor mutational burden (TMB), and PD-L1 expression was negative in 86.7% of cases. TMB, PD-L1 expression, and the mutation rates of EGFR, KRAS, and MET increased significantly with age, whereas the rates of ERBB2 mutations, ALK rearrangements, and RET rearrangements decreased significantly with age. Age was identified as an independent predictor for the above eight variables. The optimal age cutoff was determined to be 53 years. Compared with the younger age group (< 53 years), the older age group (≥ 53 years) showed a 31.6%, 130.4%, and 800.0% higher likelihood of harboring EGFR, KRAS, and MET mutations, respectively. Conversely, compared with the older age group, the younger age group showed a 289.1%, 94.1%, and 108.7% higher likelihood of harboring ERBB2 mutations, ALK rearrangements, and RET rearrangements, respectively. CONCLUSIONS: GGOs exhibit a distinct genomic and PD-L1 profile with significant age-related heterogeneity, providing insights for age-stratified therapeutic strategies.

Cancer MedicineVol. 15(5)
Zhongshan People's Hospital (CN), Guangdong Academy of Medical Sciences (CN), Southern Medical University (CN)
Beijing Xisike Clinical Oncology Research Foundation, National Natural Science Foundation of China, Zhongshan Science and Technology Bureau, National Science and Technology Major Project
Good health and well-being
Openalex Percentile: Top 13%
Lung Cancer Treatments and Mutations
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.