Multi-omics integration and machine learning identify NPC2 as a prognostic and treatment-responsive regulator in lung adenocarcinoma

The comprehensive analysis of multiple omics data significantly enhances the molecular classification of lung adenocarcinoma. Furthermore, AIDPI is a potential biomarker that predicts the prognosis of LUAD patients. NPC2 inhibits the progression of LUAD by suppressing the PI3K/AKT signaling pathway and enhancing the chemotherapy sensitivity to Ribociclib.

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Publication Details

Journal
Frontiers in Immunology
Published
2026-01-16
DOI
https://doi.org/10.3389/fimmu.2025.1697560
Citations
1
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
36.44
Controls
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article

Multi-omics integration and machine learning identify NPC2 as a prognostic and treatment-responsive regulator in lung adenocarcinoma

Jiawei Liu, Ang Li, Ping Cui, Yi Guan et al.
1 citations
Frontiers in Immunology
Ferroptosis and cancer prognosis
36.44
article

Multi-omics integration and machine learning identify NPC2 as a prognostic and treatment-responsive regulator in lung adenocarcinoma

Jiawei Liu, Ang Li, Ping Cui, Yi Guan, Xianlei Zhou, Zimo Yan, Hongmei Zhang, Wenlong Wu, Lili Liu
article en
1 citations

Abstract

The comprehensive analysis of multiple omics data significantly enhances the molecular classification of lung adenocarcinoma. Furthermore, AIDPI is a potential biomarker that predicts the prognosis of LUAD patients. NPC2 inhibits the progression of LUAD by suppressing the PI3K/AKT signaling pathway and enhancing the chemotherapy sensitivity to Ribociclib.

Frontiers in ImmunologyVol. 16
North China University of Science and Technology (CN), Tianjin Medical University Cancer Institute and Hospital (CN), Affiliated Hospital of Jining Medical University (CN), Jining Medical University (CN)
Openalex Percentile: Top 2%
Ferroptosis and cancer prognosis
36.44
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Multi-omics integration and machine learning identify NPC2 as a prognostic and treatment-responsive regulator in lung adenocarcinoma — Jiawei Liu, Ang Li, et al. · Frontiers in Immunology (2026) | TGRS Research Map | TGRS