Genomic signature driving preinvasive to invasive processes in stage I lung adenocarcinoma

Progression from minimally invasive adenocarcinoma (MIA) to invasive adenocarcinoma (IA) in lung adenocarcinoma (LUAD) is associated with a significantly worse prognosis and lacks predictive markers. The genomic molecular mechanisms of progression and genetic signatures mediating the MIA to IA transition in early-stage LUAD are still largely uncharacterized. In our study, a genomic signature driving MIA to IA was developed by 243 MIA and 532 IA stage I LUAD patients, and its ability to predict outcomes was validated in multiple cohorts. Among patients with stage I LUAD, 19 genes exhibited significant differences in frequency between MIA and IA groups, with notable enrichment in the MAPK, PI3K-Akt and ErbB pathways. A genomic signature of 11 genes associated with LUAD invasion progression, with TP53 and CDKN2A playing key functional roles, was developed and correlated with poor prognosis by internal and external cohorts (p < 0.05). The high-risk group exhibited elevated tumor mutational burden, mutation-allele tumor heterogeneity, and variant allele frequency values both in train and validation cohorts (p < 0.001). Mixed ground-glass opacity and solid nodules, predominantly larger than 1 cm, were more common in the high-risk population (p < 0.001), while the low-risk group exhibited a higher proportion of high-medium differentiated LUAD (p < 0.001). Our results reveal an 11-gene genomic signature driving invasive progression from MIA to IA associated with poor outcome in stage I LUAD patients by validating internal and external cohorts, radiological, pathological and tumor size, with potential future implications for disease monitoring, prognosis, and future therapeutic interventions.

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Publication Details

Journal
International Journal of Cancer
Published
2025-12-05
DOI
https://doi.org/10.1002/ijc.70282
Primary Topic
Lung Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00

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article

Genomic signature driving preinvasive to invasive processes in stage I lung adenocarcinoma

Yuwei Huo, Yanfang Liang, Chunhui Cui, Bingxuan Chen et al.
International Journal of Cancer
Lung Cancer Diagnosis and Treatment
article

Genomic signature driving preinvasive to invasive processes in stage I lung adenocarcinoma

Yuwei Huo, Yanfang Liang, Chunhui Cui, Bingxuan Chen, Sifen Lu, Juan Jiang, Zhujun Deng, Qiongxia Hu, Liyun Bi, Yishan Duan, Niu Zhu, Xinru Xiong, Kang Xie, Jing Wang, Faqiang Zhang, Xintong Tao, Weimin Li, Tiantian Li, Xia Xiao, Biqin Mou
article en

Abstract

Progression from minimally invasive adenocarcinoma (MIA) to invasive adenocarcinoma (IA) in lung adenocarcinoma (LUAD) is associated with a significantly worse prognosis and lacks predictive markers. The genomic molecular mechanisms of progression and genetic signatures mediating the MIA to IA transition in early-stage LUAD are still largely uncharacterized. In our study, a genomic signature driving MIA to IA was developed by 243 MIA and 532 IA stage I LUAD patients, and its ability to predict outcomes was validated in multiple cohorts. Among patients with stage I LUAD, 19 genes exhibited significant differences in frequency between MIA and IA groups, with notable enrichment in the MAPK, PI3K-Akt and ErbB pathways. A genomic signature of 11 genes associated with LUAD invasion progression, with TP53 and CDKN2A playing key functional roles, was developed and correlated with poor prognosis by internal and external cohorts (p < 0.05). The high-risk group exhibited elevated tumor mutational burden, mutation-allele tumor heterogeneity, and variant allele frequency values both in train and validation cohorts (p < 0.001). Mixed ground-glass opacity and solid nodules, predominantly larger than 1 cm, were more common in the high-risk population (p < 0.001), while the low-risk group exhibited a higher proportion of high-medium differentiated LUAD (p < 0.001). Our results reveal an 11-gene genomic signature driving invasive progression from MIA to IA associated with poor outcome in stage I LUAD patients by validating internal and external cohorts, radiological, pathological and tumor size, with potential future implications for disease monitoring, prognosis, and future therapeutic interventions.

International Journal of CancerVol. 158(7)
Sichuan University (CN), West China Hospital of Sichuan University (CN), Precision for Medicine (United States) (US), Precision Research (United States) (US)
National Natural Science Foundation of China, National Science and Technology Major Project, Natural Science Foundation of Sichuan Province, National Health Commission of the People's Republic of China
Openalex Percentile: Top 43%
Lung Cancer Diagnosis and Treatment
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