Prediction of Responsiveness to PD-L1/PD-1 Inhibitors Using miRNA Profiles Associated With PD-L1 Expression in Lung Adenocarcinoma and Squamous Cell Carcinoma
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Koh, Young wha
[1
,4
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Han, Jae-ho
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Ajou Univ, Sch Med, Dept Pathol, Gyeonggi Do, South KoreaAjou Univ, Sch Med, Dept Pathol, Gyeonggi Do, South Korea
Han, Jae-ho
[1
]
Haam, Seokjin
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Ajou Univ, Dept Thorac & Cardiovasc Surg, Sch Med, Gyeonggi Do, South KoreaAjou Univ, Sch Med, Dept Pathol, Gyeonggi Do, South Korea
Haam, Seokjin
[2
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Lee, Hyun woo
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Ajou Univ, Sch Med, Dept Hematol Oncol, Gyeonggi Do, South KoreaAjou Univ, Sch Med, Dept Pathol, Gyeonggi Do, South Korea
Lee, Hyun woo
[3
]
机构:
[1] Ajou Univ, Sch Med, Dept Pathol, Gyeonggi Do, South Korea
[2] Ajou Univ, Dept Thorac & Cardiovasc Surg, Sch Med, Gyeonggi Do, South Korea
[3] Ajou Univ, Sch Med, Dept Hematol Oncol, Gyeonggi Do, South Korea
[4] Ajou Univ, Sch Med, Dept Pathol, 206 Worldcup Ro, Suwon 16499, Gyeonggido, South Korea
Background/Aim: MicroRNAs (miRNAs) regulate programmed cell death ligand 1 (PD-L1) and play a crucial role in tumor immune response. However, the relationship between miRNA expression patterns and PD-L1 remains unclear in both lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). We investigated PD-L1related miRNAs that can predict treatment response in patients treated with PD-L1/PD-1 inhibitors. Patients and Methods: We selected miRNAs that were correlated with PD-L1 expression within the LUAD and LUSC datasets obtained from The Cancer Genome Atlas (TCGA) and Clinical Proteomic Tumor Analysis Consortium (CPTAC). We validated whether the miRNA profile could be used to predict the prognosis of patients treated with PD-L1/PD-1 inhibitors. Results: Based on four public datasets, we selected 66 and 23 miRNAs associated with PD-L1 expression in LUAD and LUSC, respectively. From the above miRNAs, we identified 5 miRNAs in LUSC and 1 miRNA in LUAD that could predict the response to PD-L1/PD-1 inhibitors in a validation set of patients treated with PD-L1/PD-1 inhibitors. In LUSC, the miRNA profile exhibited a high predictive capability for the response to PD-L1/PD-1 treatment [area under the curve (AUC)=0.963] and accurately predicted prognosis (p=0.031). In LUAD, the miRNA profile was relatively less predictive than in LUSC (AUC=0.691 and p=0.213). Additionally, we observed variations in the PD-L1-associated miRNA profiles,
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Wang, S.
Qu, X.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Qu, X.
Li, Z.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Li, Z.
Che, X.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Che, X.
Cao, L.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Cao, L.
Hu, X.
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China Med Univ, Hosp 1, Dept Resp Med, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Hu, X.
Xu, L.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Xu, L.
Hou, K.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Hou, K.
Fan, Y.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Fan, Y.
Wen, T.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Wen, T.
Li, C.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China
Li, C.
Liu, Y.
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China Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Hosp 1, Dept Med Oncol, Shenyang, Liaoning, Peoples R China