Background/Aim: Brain metastases (BMs) are rare in lung squamous cell carcinoma (LUSC). Therefore, research on biomarkers or mechanisms that can be used to predict them is limited. To verify whether mRNA profiles can accurately predict BMs, we used a machine learning approach on 20 TNM-matched LUSC tissue samples. Materials and Methods: We conducted pathway and immunohistochemical analyses to investigate the underlying mechanisms of BM. Results: A total of 15 mRNAs linked to BM were identified. The 15-mRNA signature was highly accurate in predicting BM, with an area under the curve and accuracy of 0.940 and 0.9, respectively. The pathway analysis revealed that immune-related pathways (leukocyte transendothelial migration, Fc gamma R-mediated phagocytosis, and natural killer cell-mediated cytotoxicity) were suppressed, suggesting that an immunosuppressive state may be involved in the development of BM. In the validation set confirmed by immunohistochemical staining, the BM group exhibited significantly lower levels of CD4+ T cells or CD8+ T cells than the group without BM. BM in patients with LUSC was associated with an immunosuppressive state. Conclusion: Immunotherapy may be effective in preventing BM in patients with LUSC.
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Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Resp & Crit Care Med, Hangzhou, Peoples R ChinaZhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Resp & Crit Care Med, Hangzhou, Peoples R China
Zhang, Hao
Jin, Zhou
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Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Resp & Crit Care Med, Hangzhou, Peoples R China
Hosp Tradit Chinese Med Zhenhai, Dept Respirat, Ningbo, Peoples R ChinaZhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Resp & Crit Care Med, Hangzhou, Peoples R China
Jin, Zhou
Cheng, Ling
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Shanghai Engn Res Ctr Pharmaceut Translat, Shanghai, Peoples R ChinaZhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Resp & Crit Care Med, Hangzhou, Peoples R China
Cheng, Ling
Zhang, Bin
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Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Resp & Crit Care Med, Hangzhou, Peoples R ChinaZhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Resp & Crit Care Med, Hangzhou, Peoples R China
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M S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, IndiaM S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, India
Venkataswamy, Pavithra
Samudrala Venkatesiah, Sowmya
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M S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, IndiaM S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, India
Samudrala Venkatesiah, Sowmya
Rao, Roopa S.
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M S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, IndiaM S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, India
Rao, Roopa S.
Banavar, Spoorthi Ravi
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Int Med Univ, Sch Dent, Oral Diagnost & Surg Sci, Kuala Lumpur, MalaysiaM S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, India
Banavar, Spoorthi Ravi
Patil, Shankargouda
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Jazan Univ, Div Oral Pathol, Dept Maxillofacial Surg & Diagnost Sci, Coll Dent, Shwajra Campus, Jazan 45412, Saudi ArabiaM S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, India
Patil, Shankargouda
Augustine, Dominic
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M S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, IndiaM S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, India
Augustine, Dominic
Haragannavar, Vanishri C.
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M S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, IndiaM S Ramaiah Univ Appl Sci, Fac Dent Sci, Dept Oral Pathol & Microbiol, Bangalore, Karnataka, India
机构:
Mem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USA
Kagawa Univ, Dept Diagnost Pathol, Fac Med, Takamatsu, Kagawa 760, JapanMem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Kadota, Kyuichi
Nitadori, Jun-ichi
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Mem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Univ Tokyo, Grad Sch Med, Dept Thorac Surg, Tokyo, JapanMem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Nitadori, Jun-ichi
Rekhtman, Natasha
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Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Rekhtman, Natasha
Jones, David R.
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Mem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Jones, David R.
Adusumilli, Prasad S.
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Mem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Mem Sloan Kettering Canc Ctr, Ctr Cell Engn, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA
Adusumilli, Prasad S.
Travis, William D.
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Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Thorac Serv, Dept Surg, New York, NY 10065 USA