Integrative analysis illustrates the role of PCDH7 in lung cancer development, cisplatin resistance, and immunotherapy resistance: an underlying target
Background: Cisplatin resistance is a common clinical problem in lung cancer. However, the underlying mechanisms have not yet been fully elucidated, highlighting the importance of searching for biological targets.Methods: Bioinformatics analysis is completed through downloaded public data (GSE21656,...
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Frontiers Media S.A.,
2023-07-01T00:00:00Z.
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LEADER | 00000 am a22000003u 4500 | ||
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001 | doaj_544437e66a4a4cad95f7c81f1baf434b | ||
042 | |a dc | ||
100 | 1 | 0 | |a Huakang Li |e author |
700 | 1 | 0 | |a Haoran Xu |e author |
700 | 1 | 0 | |a Hong Guo |e author |
700 | 1 | 0 | |a Kangming Du |e author |
700 | 1 | 0 | |a Diang Chen |e author |
245 | 0 | 0 | |a Integrative analysis illustrates the role of PCDH7 in lung cancer development, cisplatin resistance, and immunotherapy resistance: an underlying target |
260 | |b Frontiers Media S.A., |c 2023-07-01T00:00:00Z. | ||
500 | |a 1663-9812 | ||
500 | |a 10.3389/fphar.2023.1217213 | ||
520 | |a Background: Cisplatin resistance is a common clinical problem in lung cancer. However, the underlying mechanisms have not yet been fully elucidated, highlighting the importance of searching for biological targets.Methods: Bioinformatics analysis is completed through downloaded public data (GSE21656, GSE108214, and TCGA) and specific R packages. The evaluation of cell proliferation ability is completed through CCK8 assay, colony formation, and EdU assay. The evaluation of cell invasion and migration ability is completed through transwell and wound-healing assays. In addition, we evaluated cell cisplatin sensitivity by calculating IC50.Results: Here, we found that PCDH7 may be involved in cisplatin resistance in lung cancer through public database analysis (GSE21656 and GSE108214). Then, a series of in vitro experiments was performed, which verified the cancer-promoting role of PCDH7 in NSCLC. Moreover, the results of IC50 detection showed that PCDH7 might be associated with cisplatin resistance of NSCLC. Next, we investigated the single-cell pattern, biological function, and immune analysis of PCDH7. Importantly, we noticed PCDH7 may regulate epithelial-mesenchymal transition activity, and the local infiltration of CD8+ T and activated NK cells. Furthermore, we noticed that patients with high PCDH7 expression might be more sensitive to bortezomib, docetaxel, and gemcitabine, and resistant to immunotherapy. Finally, a prognosis model based on three PCDH7-derived genes (GPX8, BCAR3, and TNS4) was constructed through a machine learning algorithm, which has good prediction ability on NSCLC patients' survival.Conclusion: Our research has improved the regulatory framework for cisplatin resistance in NSCLC and can provide direction for subsequent related research, especially regarding PCDH7. | ||
546 | |a EN | ||
690 | |a lung cancer | ||
690 | |a cisplatin resistance | ||
690 | |a PCDH7 | ||
690 | |a immunotherapy | ||
690 | |a target | ||
690 | |a Therapeutics. Pharmacology | ||
690 | |a RM1-950 | ||
655 | 7 | |a article |2 local | |
786 | 0 | |n Frontiers in Pharmacology, Vol 14 (2023) | |
787 | 0 | |n https://www.frontiersin.org/articles/10.3389/fphar.2023.1217213/full | |
787 | 0 | |n https://doaj.org/toc/1663-9812 | |
856 | 4 | 1 | |u https://doaj.org/article/544437e66a4a4cad95f7c81f1baf434b |z Connect to this object online. |