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
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Han, Jae-ho
[1
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Haam, Seokjin
[2
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Lee, Hyun woo
[3
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[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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Ctr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
Duruisseaux, Michael
Rouquette, Isabelle
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Inst Univ Canc Toulouse Oncopole, Pole IUC Oncopole CHU, Serv Anat & Cytol Pathol, F-31100 Toulouse, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
Rouquette, Isabelle
Adam, Julien
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Gustave Roussy, Dept Pathol & Med Biol, F-94800 Villejuif, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
Adam, Julien
Cortot, Alexis
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Univ Lille, CHRU Lille, Sir OncoLille, Serv Pneumol & Oncol Thorac, F-59000 Lille, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
Cortot, Alexis
Cazes, Aurelie
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HUPNVS, Hop Bichat, AP HP, Dept Pathol, F-75018 Paris, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
Cazes, Aurelie
Gibault, Laure
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Hop Europeen Georges Pompidou, Serv Anat Pathol, F-75015 Paris, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
Gibault, Laure
Damotte, Diane
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Univ Paris 05, Hop Cochin, AP HP, Serv Pathol, F-75014 Paris, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
Damotte, Diane
Lantuejoul, Sylvie
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Ctr Lutte Canc Leon Berard, Dept Biopathol, MESOPATH, 28 Rue Laennec, F-69008 Lyon, FranceCtr Hosp Univ Grenoble Alpes, Clin Pneumol, Unite Oncol Thorac, F-38043 Grenoble, France
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Semmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Semmelweis Univ, Hungarian Acad Sci, MTA SE NAP Brain Metastasis Res Grp, Dept Pathol 2, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Reiniger, Lilla
Teglasi, Vanda
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Semmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Teglasi, Vanda
Pipek, Orsolya
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Eotvos Lorand Univ, Dept Phys Complex Syst, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Pipek, Orsolya
Rojko, Livia
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Natl Koranyi Inst Pulmonol, Dept Pulmonol 6, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Rojko, Livia
Glasz, Tibor
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Natl Koranyi Inst Pulmonol, Dept Pathol, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Glasz, Tibor
Vagvoelgyi, Attila
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Natl Koranyi Inst Pulmonol, Dept Thorac Surg, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Vagvoelgyi, Attila
Kovalszky, Ilona
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Semmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Kovalszky, Ilona
Gyulai, Marton
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Cty Hosp Pulmonol, Dept Pulmonol 2, Torokbalint, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Gyulai, Marton
Lohinai, Zoltan
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Natl Koranyi Inst Pulmonol, Dept Pulmonol 6, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Lohinai, Zoltan
Raso, Erzsebet
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Semmelweis Univ, Dept Pathol 2, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Raso, Erzsebet
Timar, Jozsef
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Semmelweis Univ, Dept Pathol 2, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Timar, Jozsef
Dome, Balazs
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Semmelweis Univ, Natl Koranyi Inst Pulmonol, Dept Tumor Biol, 1121 Piheno U 1, Budapest, Hungary
Med Univ Vienna, Comprehens Canc Ctr, Div Thorac Surg, Vienna, AustriaSemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Dome, Balazs
Szallasi, Zoltan
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Semmelweis Univ, Hungarian Acad Sci, MTA SE NAP Brain Metastasis Res Grp, Dept Pathol 2, Budapest, Hungary
Harvard Med Sch, Harvard MIT, Childrens Hosp Informat Program, Div Hlth Sci & Technol, Boston, MA 02115 USA
Danish Canc Soc Res Ctr, Copenhagen, DenmarkSemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary
Szallasi, Zoltan
Moldvay, Judit
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Semmelweis Univ, Hungarian Acad Sci, MTA SE NAP Brain Metastasis Res Grp, Dept Pathol 2, Budapest, Hungary
Semmelweis Univ, Natl Koranyi Inst Pulmonol, Dept Tumor Biol, 1121 Piheno U 1, Budapest, HungarySemmelweis Univ, Dept Pathol & Expt Canc Res 1, Budapest, Hungary