1
|
Yu X, Zhou G, Zhang M, Zhang N. ABCA8 Elevation Predicts the Prognosis and Exerts the Anti-oncogenic Effects on the Malignancy of Non-small Cell Lung Cancer via TCF21-Mediated Inactivation of PI3K/AKT. Mol Biotechnol 2025; 67:226-236. [PMID: 38153664 DOI: 10.1007/s12033-023-00998-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Accepted: 11/22/2023] [Indexed: 12/29/2023]
Abstract
The malignant growth and metastatic potential of non-small-cell lung cancer (NSCLC) are the major causes for its poor prognosis. ATP-binding cassette (ABC) subfamily A member 8 (ABCA8) exerts contradictive roles in the development of several cancers. Nevertheless, its role in NSCLC remains unclear. In this study, three GEO datasets and bioinformatics databases (GEPIA2 and UALCAN) revealed the obvious down-regulation of ABCA8 in NSCLC tissues and cells, and this expression was associated with cancer stages and lymph node metastasis. Low expression of ABCA8 predicted poor survival in NSCLC. ABCA8 elevation inhibited cell proliferation and induced cell apoptosis. Moreover, ABCA8 overexpression suppressed cancer cell invasion. Mechanistically, ABCA8 was associated with TCF21 in NSCLC specimens and its overexpression enhanced TCF21 expression. ABCA8 elevation inactivated the PI3K/AKT signaling, which was reversed after TCF21 knockdown. Additionally, targeting TCF21 overturned the anti-oncogenic effects of ABCA8 elevation on cell proliferation, apoptosis and invasion. Thus, the current findings highlight that ABCA8 may be a promising prognostic marker and may act as a suppressor gene to regulate the malignancy of NSCLC cells via TCF21-mediated inactivation of PI3K/AKT signaling, supporting a new promising target for the treatment of NSCLC.
Collapse
Affiliation(s)
- Xin Yu
- Department of General Medicine, Honghui Hospital Affiliated to Xi'an Jiaotong University, No. 555 Youyi East Road, Xi'an, 710054, People's Republic of China
| | - Guoqiong Zhou
- Department of General Medicine, Honghui Hospital Affiliated to Xi'an Jiaotong University, No. 555 Youyi East Road, Xi'an, 710054, People's Republic of China
| | - Ming Zhang
- Department of General Medicine, Honghui Hospital Affiliated to Xi'an Jiaotong University, No. 555 Youyi East Road, Xi'an, 710054, People's Republic of China
| | - Nana Zhang
- Department of General Medicine, Honghui Hospital Affiliated to Xi'an Jiaotong University, No. 555 Youyi East Road, Xi'an, 710054, People's Republic of China.
| |
Collapse
|
2
|
Luo G, Hu W, Yang J, Ding H, Xu C, Tong X, Ding C, Zhao J. Identification of G protein subunit alpha i3 as a promising oncotarget of LUAD. Cell Signal 2024:111582. [PMID: 39733926 DOI: 10.1016/j.cellsig.2024.111582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 12/10/2024] [Accepted: 12/24/2024] [Indexed: 12/31/2024]
Abstract
Exploring new oncotargets essential for lung adenocarcinoma (LUAD) cell growth is important. Here the bioinformatical studies revealed that Gαi3 expression is elevated in LUAD tissues and its overexpression correlates with poor survival of the patients. Moreover, overexpression of Gαi3 mRNA and protein was detected in LUAD tissues of patients as well as in primary/immortalized LUAD cells. In both primary and immortalized LUAD cells, genetic silencing (by viral shRNA) or knockout ("KO", through CRISPR/Cas9 method) of Gαi3 potently inhibited LUAD cell proliferation and mobility. The results of caspase-3 activity assay, caspase-9 activity assay, histone DNA ELISA, TUNEL nuclear staining and Annexin V staining showed that inhibition of Gαi3 expression promoted apoptosis. In addition, a significant decrease in mitochondrial membrane potential was found in Gαi3-deficient LUAD cells by JC-1 staining. Overexpression of Gαi3 strengthened the proliferation and migration of LUAD cell. Gene set enrichment analysis revealed that Gαi3 was closely related to PI3k/Akt/mTOR, which we validated experimentally. Akt-S6K phosphorylation was downregulated following Gαi3 silencing or KO, but augmented after Gαi3 overexpression in primary LUAD cells. Restoring Akt-S6K phosphorylation by a S473D constitutively-active mutant Akt1 ameliorated Gαi3 KO-induced LUAD cell proliferation inhibition, migration suppression and apoptosis. In vivo, the growth of subcutaneous LUAD xenografts was largely inhibited after intratumoral injection of Gαi3 shRNA-expressing adeno-associated virus (AAV). Gαi3 downregulation, Akt-mTOR inhibition, proliferation inactivation and apoptosis were detected in the Gαi3 shRNA-treated LUAD xenografts. Together, targeting Gαi3 potently inhibited LUAD cell growth in vitro and in vivo.
Collapse
Affiliation(s)
- Gaomeng Luo
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Wenxuan Hu
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian Yang
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Hao Ding
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Chun Xu
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xin Tong
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Cheng Ding
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.
| | - Jun Zhao
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.
| |
Collapse
|
3
|
Ye L, Pan Y, Bao J, Guo Y, Lu L, Zheng J. Overexpression of ZNF468 promotes esophageal squamous cell carcinoma progression via the AKT/mTOR pathway. Int Immunopharmacol 2024; 143:113509. [PMID: 39486174 DOI: 10.1016/j.intimp.2024.113509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 09/10/2024] [Accepted: 10/23/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND ZNF468 is a zinc finger protein that plays a key role in the occurrence and development of tumors. However, no studies have demonstrated whether ZNF468 is involved in the progression of esophageal squamous cell carcinoma (ESCC). METHODS The expression of ZNF468 in ESCC tumor and normal samples was analyzed by the TCGA database and confirmed by tissue immunohistochemistry. Subsequently, we established the lentivirus ZNF468 knockdown and ZNF468 overexpression models using ESCC cell lines. The effect of ZNF468 on ESCC was assessed by in vivo and in vitro experiments. The latter included CCK8, colony formation, wound healing, and transwell assays. Additionally, we also explored the underlying mechanism. RESULTS The mRNA and protein expression of ZNF468 were significantly increased in the tumor tissue of ESCC patients compared to normal para-cancerous tissue. Patients with high ZNF468 level were significantly related to shorter overall survival and disease-specific survival. Overexpression of ZNF468 increased the ability of proliferation, migration, and invasion of ESCC cells. In vivo experiments indicated that ZNF468 inhibition could also decrease the ESCC tumor growth. At last, we found that ZNF468 might affect ESCC progression through the AKT/mTOR signaling pathway. CONCLUSIONS These findings showed that increased ZNF468 expression might promote ESCC progression via the AKT/mTOR pathway, which might be a potential biomarker and drug target for ESCC.
Collapse
Affiliation(s)
- Luxia Ye
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Yixiao Pan
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Jiaqian Bao
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Yiqing Guo
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Lingxiao Lu
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Jingmin Zheng
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China.
| |
Collapse
|
4
|
Gao M, Wang M, Zhou S, Hou J, He W, Shu Y, Wang X. Machine learning-based prognostic model of lactylation-related genes for predicting prognosis and immune infiltration in patients with lung adenocarcinoma. Cancer Cell Int 2024; 24:400. [PMID: 39696439 DOI: 10.1186/s12935-024-03592-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 11/28/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Histone lactylation is a novel epigenetic modification that is involved in a variety of critical biological regulations. However, the role of lactylation-related genes in lung adenocarcinoma has yet to be investigated. METHODS RNA-seq data and clinical information of LUAD were downloaded from TCGA and GEO datasets. Unsupervised consistent cluster analysis was performed to identify differentially expressed genes (DEGs) between the two clusters, and risk prediction models were constructed by Cox regression analysis and LASSO analysis. Kaplan-Meier (KM) survival analysis, ROC curves and nomograms were used to validate the accuracy of the models. We also explored the differences in risk scores in terms of immune cell infiltration, immune cell function, TMB, TIDE, and anticancer drug sensitivity. In addition, single-cell clustering and trajectory analysis were performed to further understand the significance of lactylation-related genes. We further analyzed lactate content and glucose uptake in lung adenocarcinoma cells and tissues. Changes in LUAD cell function after knockdown of lactate dehydrogenase (LDHA) by CCK-8, colony formation and transwell assays. Finally, we analyzed the expression of KRT81 in LUAD tissues and cell lines using qRT-PCR, WB, and IHC. Changes in KRT81 function in LUAD cells were detected by CCK-8, colony formation, wound healing, transwell, and flow cytometry. A nude mouse xenograft model and a KrasLSL-G12D in situ lung adenocarcinoma mouse model were used to elucidate the role of KRT81 in LUAD. RESULTS After identifying 26 lactylation-associated DEGs, we constructed 10 lactylation-associated lung adenocarcinoma prognostic models with prognostic value for LUAD patients. A high score indicates a poor prognosis. There were significant differences between the high-risk and low-risk groups in the phenotypes of immune cell infiltration rate, immune cell function, gene mutation frequency, and anticancer drug sensitivity. TMB and TIDE scores were higher in high-risk score patients than in low-risk score patients. MS4A1 was predominantly expressed in B-cell clusters and was identified to play a key role in B-cell differentiation. We further found that lactate content was abnormally elevated in lung adenocarcinoma cells and cancer tissues, and glucose uptake by lung adenocarcinoma cells was significantly increased. Down-regulation of LDHA inhibits tumor cell proliferation, migration and invasion. Finally, we verified that the model gene KRT81 is highly expressed in LUAD tissues and cell lines. Knockdown of KRT81 inhibited cell proliferation, migration, and invasion, leading to cell cycle arrest in the G0/G1 phase and increased apoptosis. KRT81 may play a tumorigenic role in LUAD through the EMT and PI3K/AKT pathways. In vivo, KRT81 knockdown inhibited tumor growth. CONCLUSION We successfully constructed a new prognostic model for lactylation-related genes. Lactate content and glucose uptake are significantly higher in lung adenocarcinoma cells and cancer tissues. In addition, KRT81 was validated at cellular and animal levels as a possible new target for the treatment of LUAD, and this study provides a new perspective for the individualized treatment of LUAD.
Collapse
Affiliation(s)
- Mingjun Gao
- Dalian Medical University, Dalian, 116000, China
- Yangzhou Clinical Medical College, Dalian Medical University, Yangzhou, 225001, China
| | - Mengmeng Wang
- Dalian Medical University, Dalian, 116000, China
- Yangzhou Clinical Medical College, Dalian Medical University, Yangzhou, 225001, China
| | - Siding Zhou
- Department of Emergency, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, 310000, Zhejiang, People's Republic of China
| | - Jiaqi Hou
- Dalian Medical University, Dalian, 116000, China
- Yangzhou Clinical Medical College, Dalian Medical University, Yangzhou, 225001, China
| | - Wenbo He
- Clinical Medical College, Yangzhou University, Yangzhou, China
| | - Yusheng Shu
- Yangzhou Clinical Medical College, Dalian Medical University, Yangzhou, 225001, China.
- Clinical Medical College, Yangzhou University, Yangzhou, China.
- Department of Thoracic Surgery, Northern Jiangsu People's Hospital, Northern Jiangsu People's Hospital Affliated to Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, Jiangsu, China.
| | - Xiaolin Wang
- Yangzhou Clinical Medical College, Dalian Medical University, Yangzhou, 225001, China.
- Clinical Medical College, Yangzhou University, Yangzhou, China.
- Department of Thoracic Surgery, Northern Jiangsu People's Hospital, Northern Jiangsu People's Hospital Affliated to Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, Jiangsu, China.
| |
Collapse
|
5
|
Huang G, Liu Y, Li L, Li B, Jiang T, Cao Y, Yang X, Liu X, Qu H, Li S, Zheng X. Integration analysis of microRNAs as potential biomarkers in early-stage lung adenocarcinoma: the diagnostic and therapeutic significance of miR-183-3p. Front Oncol 2024; 14:1508715. [PMID: 39759146 PMCID: PMC11697600 DOI: 10.3389/fonc.2024.1508715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 12/03/2024] [Indexed: 01/07/2025] Open
Abstract
Introduction Lung adenocarcinoma (LUAD) poses a significant therapeutic challenge, primarily due to delayed diagnosis and the limited efficacy of existing treatments. Methods To understand the pathogenesis and identify diagnostic biomarkers for LUAD in the early stage, we investigated differential miRNA expression in 33 stage I LUAD patients between tumor and matched paracancerous tissues by Illumina Sequencing. Target genes of differentially expressed miRNAs were predicted using TargetScan and miRDB databases and further analyzed by GO and KEGG pathway enrichment analysis. The miRNAs expression results were verified using qRT-PCR. Additionally, we evaluated the clinical significance of miRNAs by the TCGA database. miR-183-3p was chosen for subsequent biological functional studies by cell proliferation assays, cell migration and cell invasion assays, cell apoptosis and cell cycle assays in LUAD cells. The clinical relevance target genes of miR-183-3p were predicted by TargetScan databases and bioinformatics assays. Gene-specific experimental validation was performed using qRT-PCR, western blotting and luciferase reporter assays. Results We identified 36 differentially expressed miRNAs between LUAD tissues and matched paracancerous tissues. Target genes for these miRNAs revealed associations with processes and pathways such as RNA biosynthesis, intracellular signaling, protein transport, and the Ras, MAPK, and PI3K-AKT pathways. The qRT-PCR results were in alignment with the sequencing data for 19 out of these 21 miRNAs which not yet implicated in LUAD, 13 were up-regulated, 6 were down-regulated. The clinical relevance assays showed that 5 up-regulated miRNAs have diagnostic value for LUAD. miR-183-3p showed significant advantages in the result of sequencing, qRT-PCR, and clinical relevance assay. Biological functional assays showed that miR-183-3p emerged as a key regulator, promoting LUAD cell proliferation, decreasing apoptosis, and augmenting migration and invasion capabilities. The clinical relevance assays and experimental validation showed SESN1 as a clinical significance target of miR-183-3p. Discussion Our study lays the foundation for investigating miRNAs with diagnostic significance in early-stage LUAD, pointing out that inhibition of miR-183-3p may serve as a novel therapeutic in LUAD.
Collapse
Affiliation(s)
- Guodong Huang
- Central Laboratory, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Yuxia Liu
- Department of Respiration, Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Lisha Li
- Department of Respiration, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Bing Li
- Central Laboratory, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Ting Jiang
- Central Laboratory, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Yufeng Cao
- Cancer Center, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Xiaoping Yang
- Department of Respiration, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Xinning Liu
- Central Laboratory, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Honglin Qu
- Central Laboratory, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| | - Shitao Li
- Department of Respiration, Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Xin Zheng
- Central Laboratory, Qingdao Hiser Hospital Affiliated of Qingdao University (Qingdao Hospital of Traditional Chinese Medicine), Qingdao, Shandong, China
| |
Collapse
|
6
|
Qiu H, Gao L, Shi W, Wang J, Li B, Ke S, Chen J, Gong Y, Wu Y, Zhao W, Chen Y. Elaiophylin targets EIF4B to suppress the growth of esophageal squamous cell carcinoma via the PI3K/AKT signaling pathway. Cancer Lett 2024; 611:217401. [PMID: 39694222 DOI: 10.1016/j.canlet.2024.217401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 09/19/2024] [Accepted: 12/14/2024] [Indexed: 12/20/2024]
Abstract
Elaiophylin is known to exert antitumor effects through certain signaling pathways; however, no reports regarding its effects on esophageal cancer are available. This study explored the effects of elaiophylin in esophageal squamous cell carcinoma (ESCC) cells. Transwell and immunofluorescence assays confirmed that elaiophylin inhibited the migration and proliferation of ESCC cells, and western blotting assays showed that it affected apoptosis-related gene expression in ESCC cells. Based on RNA-seq analyses, Single-cell RNA-seq, a human cancer pathway phosphorylation antibody array, and Gene Ontology and Kyoto Encyclopedia of Genes and Genomics analyses, we found that elaiophylin was related to low expression of EIF4B and activation of the phosphoinositide 3-kinase (PI3K)/AKT signaling pathway. In both in vitro and in vivo experiments, ESCC cells treated with elaiophylin showed low EIF4B expression, which inhibited their proliferation and promoted apoptosis by activating the PI3K/AKT signaling pathway; EIF4B overexpression could reverse these effects of elaiophylin on ESCC cells. Therefore, our results indicate that elaiophylin targets EIF4B to inhibit ESCC cell proliferation via the PI3K/AKT signaling pathway. Targeting elaiophylin or the EIF4B/PI3K/AKT signaling pathway may produce new methods for ESCC treatment.
Collapse
Affiliation(s)
- Hu Qiu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Lijuan Gao
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Wei Shi
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Jing Wang
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Bin Li
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Shaobo Ke
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Jiamei Chen
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Yi Gong
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Yong Wu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Wensi Zhao
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China
| | - Yongshun Chen
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan 430064, China; Cancer Center, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518033, China.
| |
Collapse
|
7
|
Cokpinar S, Erdogdu IH, Orenay-Boyacioglu S, Boyacioglu O, Kahraman-Cetin N, Meteoglu I. PIK3CA Mutations and Co-Mutations in Operated Non-Small Cell Lung Carcinoma. J Clin Med 2024; 13:7472. [PMID: 39685930 DOI: 10.3390/jcm13237472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 11/16/2024] [Accepted: 11/28/2024] [Indexed: 12/18/2024] Open
Abstract
Background: Understanding PIK3CA mutations and co-mutations in non-small cell lung carcinoma (NSCLC) is critical to developing personalized treatment strategies. Therefore, this study aims to investigate PIK3CA mutations and the accompanying somatic variations in NSCLC. Methods: This retrospective study included 98 patients over 18 years of age who were diagnosed with NSCLC, operated on, and referred to the Molecular Pathology Laboratory between January 2019 and June 2024 for next-generation sequencing panel tests and ALK-ROS1 FISH analysis. Results: All patients were found to carry PIK3CA mutations. Among the 98 NSCLC patients analyzed, 16 (16.33%) were female and 82 (83.67%) were male. The average age of the patients was 64.53 ± 9.63 years, with an age range of 38-84 years, and the majority were 50 years or older. Of the cases, 51 presented the adenocarcinoma subtype, while the remaining 47 showed the squamous cell carcinoma subtype. A smoking history was present in 77 (78.57%) patients, while 21 (21.43%) had no smoking history. The most frequently detected pathogenic or likely pathogenic PIK3CA variations were c.1633G>A p.E545K (32.65%), c.1624G>A p.E542K (11.22%), c.3140A>G p.H1047R (11.22%), c.3140A>T p.H1047L (5.10%), c.1357G>C p.E453Q (4.08%), and c.3143A>G p.H1048R (2.04%). The top 10 mutations that most commonly accompanied PIK3CA variations were KRAS, NF1, TP53, EGFR, PTEN, BRAF, KIT, CDKN2A, SMARCA4, and ATM mutations, respectively. Conclusions:PIK3CA variations, along with other gene variations, may influence cancer progression and thus may play a crucial role in the determination of targeted treatment strategies.
Collapse
Affiliation(s)
- Salih Cokpinar
- Department of Thoracic Surgery, School of Medicine, Aydin Adnan Menderes University, Aydin 09010, Türkiye
| | - Ibrahim Halil Erdogdu
- Department of Molecular Pathology, School of Medicine, Aydin Adnan Menderes University, Aydin 09010, Türkiye
| | - Seda Orenay-Boyacioglu
- Department of Medical Genetics, School of Medicine, Aydin Adnan Menderes University, Aydin 09010, Türkiye
| | - Olcay Boyacioglu
- Faculty of Engineering, Aydin Adnan Menderes University, Aydin 09010, Türkiye
| | - Nesibe Kahraman-Cetin
- Department of Molecular Pathology, School of Medicine, Aydin Adnan Menderes University, Aydin 09010, Türkiye
| | - Ibrahim Meteoglu
- Department of Molecular Pathology, School of Medicine, Aydin Adnan Menderes University, Aydin 09010, Türkiye
| |
Collapse
|
8
|
Dan A, Burtavel LM, Coman MC, Focsa IO, Duta-Ion S, Juganaru IR, Zaruha AG, Codreanu PC, Strugari IM, Hotinceanu IA, Bohiltea LC, Radoi VE. Genetic Blueprints in Lung Cancer: Foundations for Targeted Therapies. Cancers (Basel) 2024; 16:4048. [PMID: 39682234 DOI: 10.3390/cancers16234048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 11/17/2024] [Accepted: 11/30/2024] [Indexed: 12/18/2024] Open
Abstract
Lung cancer, a malignant neoplasm originating from the epithelial cells of the lung, is characterized by its aggressive growth and poor prognosis, making it a leading cause of cancer-related mortality globally [...].
Collapse
Affiliation(s)
- Andra Dan
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Livia-Malina Burtavel
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Madalin-Codrut Coman
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Ina-Ofelia Focsa
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Simona Duta-Ion
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Ioana-Ruxandra Juganaru
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Andra-Giorgiana Zaruha
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Patricia-Christina Codreanu
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Irina-Maria Strugari
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Iulian-Andrei Hotinceanu
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Laurentiu-Camil Bohiltea
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
- "Alessandrescu-Rusescu" National Institute for Maternal and Child Health, 20382 Bucharest, Romania
| | - Viorica-Elena Radoi
- Department of Medical Genetics, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
- "Alessandrescu-Rusescu" National Institute for Maternal and Child Health, 20382 Bucharest, Romania
| |
Collapse
|
9
|
Ghorbian M, Ghorbian S. Comprehensive review of reinforcement learning in lung cancer diagnosis and treatment: Taxonomy, challenges and recommendations. Comput Biol Med 2024; 183:109326. [PMID: 39461105 DOI: 10.1016/j.compbiomed.2024.109326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 10/18/2024] [Accepted: 10/22/2024] [Indexed: 10/29/2024]
Abstract
Lung cancer (LuC) is one of the leading causes of death in the world, and due to the complex mechanisms and widespread metastasis, diagnosis and treatment are challenging. In recent years, the application of reinforcement learning (RL) techniques as a new tool to improve LuC diagnosis and treatment has been dramatically expanded. These techniques can potentially increase the accuracy of diagnosis and optimize treatment processes by learning from limited data and improving clinical decisions. However, RL in LuC diagnosis and treatment faces challenges such as limited access to clinical data, the complexity of algorithms, and the need for technical expertise for proper implementation. Our systematic review article aims to evaluate the latest developments in applications and challenges of using RL techniques in LuC diagnosis and treatment. The findings showed that RL has increased the accuracy of identifying disease trends by 37 % and enhancing treatment decisions by 23 %. Also, using this approach reduces data processing time by 17 % and streamlining treatment processes by 12 %. Ultimately, analyzing the current challenges and offering recommendations to researchers could help develop new strategies for improving the diagnosis and treatment of LuC.
Collapse
Affiliation(s)
- Mohsen Ghorbian
- Department of Computer Engineering, Qom Branch, Islamic Azad University, Qom, Iran
| | - Saeid Ghorbian
- Department of Molecular Genetics, Ahar Branch, Islamic Azad University, Ahar, Iran.
| |
Collapse
|
10
|
Evyapan G, Senturk NC, Celik IS. Ornidazole Inhibits the Angiogenesis and Migration Abilities of Non-small Cell Lung Cancer (NSCLC) via Downregulation of VEGFA/VEGFR2/NRP-1 and PI3K/AKT/mTOR Pathways. Cell Biochem Biophys 2024; 82:3277-3285. [PMID: 38886281 DOI: 10.1007/s12013-024-01358-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND Around the world, non-small cell lung cancer (NSCLC) is the leading cause of cancer-related deaths among all cancers. Despite advancements in new therapeutic approaches over the past few decades, the five-year survival rate still remains disappointing. The lack of effective anti-angiogenic and anti-migration drugs is the biggest obstacle to the treatment of metastatic lung cancer. Therefore, there is a need to develop new and effective therapeutic compounds targeting anti-angiogenic and anti-migration pathways for the treatment of lung cancer. Ornidazole is a nitroimidazole agent widely used in the treatment of parasitic infections such as trichomonas vaginalis, amebiasis and giardiasis. This study aimed to investigate the anti-proliferative, anti-angiogenic and anti-mitotic activities of the anti-parasitic drug Ornidazole in two human lung cancer cell lines (A549, H1299). METHODS We determined the effects of Ornidazole, on cell viability, apoptosis, migration, angiogenesis and metastatic ability against NSCLC in lung cancer cell lines. Its action on the mRNA and protein expression levels of VEGFA, VEGFR2, NRP1, Casp9, Casp3, Bax, Bcl-2, PIK3CA, AKT, MTOR, PTEN and FOX3A was assessed. Furthermore, in this study the effects on cell migration, cell viability and proliferation was evaluated through wound healing, MTT and Crystal violet assays. RESULTS This study demonstrated that Ornidazole effectively reduces cell viability and migration ability, inhibits angiogenesis and metastatic abilities in NSCLC cells. CONCLUSIONS In conclusion, these results may shed light on the treatment of NSCLC, and we suggest the anti-parasitic drug Ornidazole as a new agent with potential anti-angiogenic and anti-mitotic activity by interfering with the molecular pathways that trigger tumor angiogenesis and migration.
Collapse
Affiliation(s)
- Gulsah Evyapan
- Department of Medical Biology, Faculty of Medicine, Van Yuzuncu Yil University, Van, Turkey.
| | - Nesrin Cetinel Senturk
- Department of Medical Biology, Faculty of Medicine, Cukurova University, Balcali- Adana, Turkey
| | - Ibrahim Seyfettin Celik
- Department Of Medical Services And Techniques, Kahramanmaraş Health Services Vocational School, Pathology Laboratory Techniques Pr., Kahramanmaras Sutcu Imam University, Kahramanmaras, Turkey
| |
Collapse
|
11
|
Wu L, Wang J, Chai L, Chen J, Jin X. Roles of deubiquitinases in urologic cancers (Review). Oncol Lett 2024; 28:609. [PMID: 39525605 PMCID: PMC11544529 DOI: 10.3892/ol.2024.14743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 09/23/2024] [Indexed: 11/16/2024] Open
Abstract
Human health is endangered by the occurrence and progression of urological cancers, including renal cell carcinoma, prostate cancer and bladder cancer, which are usually associated with the activation of oncogenic factors and inhibition of cancer suppressors. The primary mechanism for protein breakdown in cells is the ubiquitin-proteasome system, whilst deubiquitinases contribute to the reversal of this process. However, both are important for protein homeostasis. Deubiquitination may also be involved in the control of the cell cycle, proliferation and apoptosis, and dysregulated deubiquitination is associated with the malignant transformation, invasion and metastasis of urologic malignancies. Therefore, a comprehensive summary of the mechanisms underlying deubiquitination in urological cancers may provide novel strategies and insights for diagnosis and treatment. The present review aimed to methodically clarify the role of deubiquitinating enzymes in urinary system cancers as well as their prospective application prospects for clinical treatment.
Collapse
Affiliation(s)
- Liangpei Wu
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang 315040, P.R. China
- Department of Biochemistry and Molecular Biology, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Jiahui Wang
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang 315040, P.R. China
- Department of Biochemistry and Molecular Biology, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Lin Chai
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang 315040, P.R. China
- Department of Biochemistry and Molecular Biology, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Jun Chen
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang 315040, P.R. China
| | - Xiaofeng Jin
- Department of Biochemistry and Molecular Biology, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| |
Collapse
|
12
|
Thapa R, Gupta S, Gupta G, Bhat AA, Smriti, Singla M, Ali H, Singh SK, Dua K, Kashyap MK. Epithelial-mesenchymal transition to mitigate age-related progression in lung cancer. Ageing Res Rev 2024; 102:102576. [PMID: 39515620 DOI: 10.1016/j.arr.2024.102576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 10/27/2024] [Accepted: 11/05/2024] [Indexed: 11/16/2024]
Abstract
Epithelial-Mesenchymal Transition (EMT) is a fundamental biological process involved in embryonic development, wound healing, and cancer progression. In lung cancer, EMT is a key regulator of invasion and metastasis, significantly contributing to the fatal progression of the disease. Age-related factors such as cellular senescence, chronic inflammation, and epigenetic alterations exacerbate EMT, accelerating lung cancer development in the elderly. This review describes the complex mechanism among EMT and age-related pathways, highlighting key regulators such as TGF-β, WNT/β-catenin, NOTCH, and Hedgehog signalling. We also discuss the mechanisms by which oxidative stress, mediated through pathways involving NRF2 and ROS, telomere attrition, regulated by telomerase activity and shelterin complex, and immune system dysregulation, driven by alterations in cytokine profiles and immune cell senescence, upregulate or downregulate EMT induction. Additionally, we highlighted pathways of transcription such as SNAIL, TWIST, ZEB, SIRT1, TP53, NF-κB, and miRNAs regulating these processes. Understanding these mechanisms, we highlight potential therapeutic interventions targeting these critical molecules and pathways.
Collapse
Affiliation(s)
- Riya Thapa
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
| | - Saurabh Gupta
- Chameli Devi Institute of Pharmacy, Department of Pharmacology, Indore, Madhya Pradesh, India
| | - Gaurav Gupta
- Centre for Research Impact & Outcome-Chitkara College of Pharmacy, Chitkara University, Rajpura, Punjab, India.
| | - Asif Ahmad Bhat
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
| | - Smriti
- Chitkara College of Pharmacy, Chitkara University, Rajpura, Punjab, India
| | - Madhav Singla
- Chitkara College of Pharmacy, Chitkara University, Rajpura, Punjab, India
| | - Haider Ali
- Centre for Global Health Research, Saveetha Medical College, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India
| | - Sachin Kumar Singh
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab 144411, India; Faculty of Health, Australian Research Centre in Complementary and Integrative Medicine, University of Technology Sydney, Ultimo, Australia
| | - Kamal Dua
- Faculty of Health, Australian Research Centre in Complementary and Integrative Medicine, University of Technology Sydney, Ultimo, Australia; Discipline of Pharmacy, Graduate School of Health, University of Technology Sydney, NSW 2007, Australia
| | - Manoj Kumar Kashyap
- Molecular Oncology Laboratory, Amity Stem Cell Institute, Amity Medical School, Amity University Haryana, Panchgaon (Manesar), Gurugram, Haryana, India.
| |
Collapse
|
13
|
Hou M, Huang Q, Chen S, Lei J, Zhang Y. RNA binding protein RBM22 suppresses non-small cell lung cancer tumorigenesis by stabilizing LATS1 mRNA. J Mol Histol 2024; 56:15. [PMID: 39612045 DOI: 10.1007/s10735-024-10285-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 10/31/2024] [Indexed: 11/30/2024]
Abstract
Non-small cell lung cancer (NSCLC) is a leading cause of cancer-related mortality worldwide. Despite advancements in diagnostics and therapeutics, the prognosis for NSCLC remains poor, highlighting the urgent need for novel treatment options. RNA binding proteins, particularly RBM22, have emerged as significant contributors to cancer progression by influencing RNA splicing and gene expression. This study investigates the role of RBM22 in NSCLC and its potential as a therapeutic target. We focus on the effects of RBM22 on cell proliferation, invasion, stemness, and its interaction with LATS1 mRNA. RBM22 expression was assessed in samples and cell lines of NSCLC through techniques such as real-time PCR and western blot analysis. To modify RBM22 levels, overexpression and knockdown methods were employed utilizing vectors and siRNAs. We conducted assays for cell proliferation, invasion, and stemness to evaluate the effects of altering RBM22. The interaction between RBM22 and LATS1 mRNA was investigated using RNA immunoprecipitation. In addition, in vivo studies involving subdermal tumor and lung metastasis models in athymic mice were carried out to evaluate how changes in RBM22 influence the tumorigenic and metastatic characteristics of NSCLC. Our analysis revealed a significant underexpression of RBM22 in NSCLC tissues compared to adjacent healthy tissues. Increasing RBM22 expression in NSCLC cell lines led to a marked decrease in cellular proliferation, invasiveness, and stemness, while silencing RBM22 produced opposing effects. Further investigations confirmed that RBM22 directly interacts with LATS1 mRNA, thereby stabilizing and enhancing its expression. In vivo studies validated that elevated RBM22 expression substantially reduced tumor formation and pulmonary metastases, as evidenced by decreased tumor size, mass, and Ki-67 proliferation marker expression, along with a significant reduction in the number of metastatic nodules in the lungs. Our study demonstrates that RBM22 suppresses NSCLC by stabilizing LATS1 mRNA, which in turn reduces tumor growth and metastasis. Consequently, RBM22 emerges as a valuable therapeutic target for NSCLC, offering new strategies for addressing this challenging condition.
Collapse
Affiliation(s)
- Min Hou
- Department of Oncology, Affiliated Hospital of North Sichuan Medical College, No. 1, Maoyuan South Road, Shunqing District, Nanchong, 637000, Sichuan, China.
| | - Qingmei Huang
- Department of Oncology, Affiliated Hospital of North Sichuan Medical College, No. 1, Maoyuan South Road, Shunqing District, Nanchong, 637000, Sichuan, China
| | - Shan Chen
- Department of Oncology, Affiliated Hospital of North Sichuan Medical College, No. 1, Maoyuan South Road, Shunqing District, Nanchong, 637000, Sichuan, China
| | - Jing Lei
- Department of Oncology, Affiliated Hospital of North Sichuan Medical College, No. 1, Maoyuan South Road, Shunqing District, Nanchong, 637000, Sichuan, China
| | - Yakun Zhang
- Department of Oncology, Affiliated Hospital of North Sichuan Medical College, No. 1, Maoyuan South Road, Shunqing District, Nanchong, 637000, Sichuan, China
| |
Collapse
|
14
|
Fang H, Chi X, Wang M, Liu J, Sun M, Zhang J, Zhang W. M2 macrophage-derived exosomes promote cell proliferation, migration and EMT of non-small cell lung cancer by secreting miR-155-5p. Mol Cell Biochem 2024:10.1007/s11010-024-05161-3. [PMID: 39612105 DOI: 10.1007/s11010-024-05161-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 11/09/2024] [Indexed: 11/30/2024]
Abstract
Tumor-associated macrophages (TAMs) are a type of highly plastic immune cells in the tumor microenvironment (TME), which can be classified into two main phenotypes: classical activated M1 macrophages and alternatively activated M2 macrophages. As previously reported, M2-polarized TAMs play critical role in promoting the progression of non-small cell lung cancer (NSCLC) via secreting exosomes, but the detailed mechanisms are still largely unknown. In the present study, the THP-1 monocytes were sequentially induced into M0 and M2-polarized macrophages, and the exosomes were obtained from M0 (M0-exos) and M2 (M2-exos) polarized macrophages, respectively, and co-cultured with NSCLC cells (H1299 and A549) to establish the exosomes-cell co-culture system in vitro. As it was determined by MTT assay, RT-qPCR and Transwell assay, in contrast with the M0-exos, M2-exos significantly promoted cell proliferation, migration and epithelial-mesenchymal transition (EMT) process in NSCLC cells. Next, through screening the contents in the exosomes, it was verified that miR-155-5p was especially enriched in the M2-exos, and M2-exos enhanced cancer aggressiveness and tumorigenesis in in vitro NSCLC cells and in vivo xenograft tumor-bearing mice models via delivering miR-155-5p. The detailed molecular mechanisms were subsequently elucidated, and it was found that miR-155-5p bound with HuR to increase the stability and expression levels of VEGFR2, which further activated the tumor-promoting PI3K/Akt/mTOR signal pathway, and M2-exos-enhanced cancer progression in NSCLC cells were apparently suppressed by downregulating VEGFR2 and PI3K inhibitor LY294002 co-treatment. Taken together, M2-polarized TAMs secreted miR-155-5p-containing exosomes to enhanced cancer aggressiveness of NSCLC by activating the VEGFR2/PI3K/Akt/mTOR pathway in a HuR-dependent manner.
Collapse
Affiliation(s)
- Hua Fang
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, No. 23, Post Street, Nangang District, Harbin, 150001, China
| | - Xiaowen Chi
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, No. 23, Post Street, Nangang District, Harbin, 150001, China
| | - Mengyao Wang
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, No. 23, Post Street, Nangang District, Harbin, 150001, China
| | - Jing Liu
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, No. 23, Post Street, Nangang District, Harbin, 150001, China
| | - Meiqi Sun
- Respiratory and Critical Care Medicine, The Second Hospital of Heilongjiang Province, Harbin, 150028, China
| | - Jiashu Zhang
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, No. 23, Post Street, Nangang District, Harbin, 150001, China
| | - Wei Zhang
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, No. 23, Post Street, Nangang District, Harbin, 150001, China.
| |
Collapse
|
15
|
McDaid WJ, Wilson L, Adderley H, Martinez-Lopez A, Baker MJ, Searle J, Ginn L, Budden T, Aldea M, Marinello A, Aredo JV, Viros A, Besse B, Wakelee HA, Blackhall F, Castillo-Lluva S, Lindsay CR, Malliri A. The PI3K-AKT-mTOR axis persists as a therapeutic dependency in KRAS G12D-driven non-small cell lung cancer. Mol Cancer 2024; 23:253. [PMID: 39533328 PMCID: PMC11555833 DOI: 10.1186/s12943-024-02157-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 10/15/2024] [Indexed: 11/16/2024] Open
Abstract
INTRODUCTION KRASG12C and KRASG12D inhibitors represent a major translational breakthrough for non-small cell lung cancer (NSCLC) and cancer in general by directly targeting its most mutated oncoprotein. However, resistance to these small molecules has highlighted the need for rational combination partners necessitating a critical understanding of signaling downstream of KRAS mutant isoforms. METHODS We contrasted tumor development between KrasG12C and KrasG12D genetically engineered mouse models (GEMMs). To corroborate findings and determine mutant subtype-specific dependencies, isogenic models of KrasG12C and KrasG12D initiation and adaptation were profiled by RNA sequencing. We also employed cell line models of established KRAS mutant NSCLC and determined therapeutic vulnerabilities through pharmacological inhibition. We analysed differences in survival outcomes for patients affected by advanced KRASG12C or KRASG12D-mutant NSCLC. RESULTS KRASG12D exhibited higher potency in vivo, manifesting as more rapid lung tumor formation and reduced survival of KRASG12D GEMMs compared to KRASG12C. This increased potency, recapitulated in an isogenic initiation model, was associated with enhanced PI3K-AKT-mTOR signaling. However, KRASG12C oncogenicity and downstream pathway activation were comparable with KRASG12D at later stages of tumorigenesis in vitro and in vivo, consistent with similar clinical outcomes in patients. Despite this, established KRASG12D NSCLC models depended more on the PI3K-AKT-mTOR pathway, while KRASG12C models on the MAPK pathway. Specifically, KRASG12D inhibition was enhanced by AKT inhibition in vitro and in vivo. CONCLUSIONS Our data highlight a unique combination treatment vulnerability and suggest that patient selection strategies for combination approaches using direct KRAS inhibitors should be i) contextualised to individual RAS mutants, and ii) tailored to their downstream signaling.
Collapse
Affiliation(s)
- W J McDaid
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- Cell Signalling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK
| | - L Wilson
- Cell Signalling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK
| | - H Adderley
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- Cell Signalling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
- The Christie NHS Foundation Trust, Manchester, UK
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK
| | - A Martinez-Lopez
- Department of Biochemistry and Molecular Biology, Faculty of Chemical Sciences, Complutense University of Madrid, Madrid, Spain
| | - M J Baker
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- Cell Signalling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK
| | - J Searle
- Cell Signalling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK
| | - L Ginn
- Cell Signalling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK
| | - T Budden
- Skin Cancer and Ageing Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
| | - M Aldea
- Paris Saclay University, Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | - A Marinello
- Paris Saclay University, Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | - J V Aredo
- Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - A Viros
- Skin Cancer and Ageing Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
| | - B Besse
- Paris Saclay University, Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | - H A Wakelee
- Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - F Blackhall
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- The Christie NHS Foundation Trust, Manchester, UK
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK
| | - S Castillo-Lluva
- Department of Biochemistry and Molecular Biology, Faculty of Chemical Sciences, Complutense University of Madrid, Madrid, Spain
| | - C R Lindsay
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK.
- The Christie NHS Foundation Trust, Manchester, UK.
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK.
| | - A Malliri
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK.
- Cell Signalling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK.
- Cancer Research UK Lung Cancer Centre of Excellence, The University of Manchester, Manchester, UK.
| |
Collapse
|
16
|
Ge X, Shen Z, Yin Y. Comprehensive review of LncRNA-mediated therapeutic resistance in non-small cell lung cancer. Cancer Cell Int 2024; 24:369. [PMID: 39522033 PMCID: PMC11549762 DOI: 10.1186/s12935-024-03549-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024] Open
Abstract
Long non-coding RNAs (lncRNAs) are emerging as crucial regulators of gene expression through diverse mechanisms, including regulation of protein localization, sequestration of miRNAs, recruitment of chromatin modifiers, and modulation of signaling pathways. Accumulating evidence highlights their pivotal roles in tumor initiation, progression, and the development of therapeutic resistance. In this review, we comprehensively summarized the existing literature to identify lncRNAs associated with treatment responses in non-small cell lung cancer (NSCLC). Specifically, we categorized these lncRNAs based on their mechanisms of action in mediating resistance to chemotherapy, targeted therapy, and radiotherapy. Our analysis revealed that aberrant expression of various lncRNAs contributes to the development, metastasis, and therapeutic resistance in NSCLC, ultimately leading to poor clinical outcomes. By elucidating the intricate mechanisms through which lncRNAs modulate therapeutic responses, this review aims to provide mechanistic insights into the heterogeneous treatment outcomes observed in NSCLC patients and unveil potential therapeutic targets for overcoming drug resistance.
Collapse
Affiliation(s)
- Xin Ge
- Peking University First Hospital, Beijing, 100034, China
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Beijing Key Laboratory of Tumor Systems Biology, Peking-Tsinghua Center of Life Sciences, Peking University Health Science Center, Beijing, 100191, China
| | - Zichu Shen
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Beijing Key Laboratory of Tumor Systems Biology, Peking-Tsinghua Center of Life Sciences, Peking University Health Science Center, Beijing, 100191, China
| | - Yuxin Yin
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Beijing Key Laboratory of Tumor Systems Biology, Peking-Tsinghua Center of Life Sciences, Peking University Health Science Center, Beijing, 100191, China.
- Institute of Precision Medicine, Peking University Shenzhen Hospital, Shenzhen, 518036, China.
| |
Collapse
|
17
|
Millar MW, Najar RA, Slavin SA, Shadab M, Tahir I, Mahamed Z, Lin X, Abe JI, Wright TW, Dean DA, Fazal F, Rahman A. MTOR maintains endothelial cell integrity to limit lung vascular injury. J Biol Chem 2024; 300:107952. [PMID: 39510184 DOI: 10.1016/j.jbc.2024.107952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 09/21/2024] [Accepted: 10/09/2024] [Indexed: 11/15/2024] Open
Abstract
The functional and structural integrity of the endothelium is essential for vascular homeostasis. Loss of barrier function in quiescent and migratory capacity in proliferative endothelium causes exuberant vascular permeability, a cardinal feature of many inflammatory diseases including acute lung injury (ALI). However, the signals governing these fundamental endothelial cell (EC) functions are poorly understood. Here, we identify mechanistic target of rapamycin (MTOR) as an important link in preserving the barrier integrity and migratory/angiogenic responses in EC and preventing lung vascular injury and mortality in mice. Knockdown of MTOR in EC altered cell morphology, impaired proliferation and migration, and increased endocytosis of cell surface vascular endothelial (VE)-cadherin leading to disrupted barrier function. MTOR-depleted EC also exhibited reduced VE-cadherin and vascular endothelial growth factor receptor-2 (VEGFR2) levels mediated in part by autophagy. Similarly, lungs from mice with EC-specific MTOR deficiency displayed spontaneous vascular leakage marked by decreased VE-cadherin and VEGFR2 levels, indicating that MTOR deficiency in EC is sufficient to disrupt lung vascular integrity and may be a key pathogenic mechanism of ALI. Indeed, MTOR as well as VEGFR2 and VE-cadherin levels were markedly reduced in injured mouse lungs or EC. Importantly, EC-targeted gene transfer of MTOR complementary DNA, either prophylactically or therapeutically, mitigated inflammatory lung injury, and improved lung function and survival in mouse models of ALI. These findings reveal an essential role of MTOR in maintaining EC function, identify loss of endothelial MTOR as a key mechanism of lung vascular injury, and show the therapeutic potential of EC-targeted MTOR expression in combating ALI and mortality in mice.
Collapse
Affiliation(s)
- Michelle Warren Millar
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Rauf A Najar
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Spencer A Slavin
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Mohammad Shadab
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Imran Tahir
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Zahra Mahamed
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Xin Lin
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Jun-Ichi Abe
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Terry W Wright
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - David A Dean
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Fabeha Fazal
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Arshad Rahman
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA.
| |
Collapse
|
18
|
Fan G, Li D, Liu J, Tao N, Meng C, Cui J, Cai J, Sun T. HNRNPD is a prognostic biomarker in non-small cell lung cancer and affects tumor growth and metastasis via the PI3K-AKT pathway. Biotechnol Genet Eng Rev 2024; 40:1571-1590. [PMID: 36971333 DOI: 10.1080/02648725.2023.2196155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 03/20/2023] [Indexed: 03/29/2023]
Abstract
Heterogeneous nuclear ribonucleoprotein D (HNRNPD) can regulate expression of key proteins in various cancers. However, the prognostic predictive value and biology function of HNRNPD in non-small cell lung cancer (NSCLC) is unknown. First, we used the TCGA and GEO datasets to determine that HNRNPD predicts the prognosis of NSCLC patients. Following that, we knocked down HNRNPD in NSCLC cell lines in vitro and validated its biological function using CCK-8, transwell assays, wound healing tests, and Western blotting. Finally, we constructed tissue microarrays (TMAs) from 174 NSCLC patients and verified our findings using immunohistochemistry staining for HNRNPD from public databases. In both the public datasets, NSCLC tissues with elevated HNRNPD expression had shorter overall survival (OS). In addition, HNRNPD knockdown NSCLC cell lines showed significantly reduced proliferation, invasion, and metastatic capacity via the PI3K-AKT pathway. Finally, elevated HNRNPD expression in NSCLC TMAs was linked to a poorer prognosis and decreased PD-L1 expression levels. HNRNPD is associated with a poorer prognosis in NSCLC and affects tumor growth and metastasis via the PI3K-AKT pathway.
Collapse
Affiliation(s)
- Guoqing Fan
- Department of Respiratory Medicine and Critical Care, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
- Graduate School of Peking Union Medical College, Beijing, People's Republic of China
| | - Danni Li
- Department of Laboratory Medicine, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, People's Republic of China
| | - Jingjing Liu
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, People's Republic of China
| | - Ningning Tao
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, People's Republic of China
| | - Chao Meng
- Department of Respiratory Medicine and Critical Care, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
- Graduate School of Peking Union Medical College, Beijing, People's Republic of China
| | - Ju Cui
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, People's Republic of China
| | - Jianping Cai
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, People's Republic of China
| | - Tieying Sun
- Department of Respiratory Medicine and Critical Care, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
- Graduate School of Peking Union Medical College, Beijing, People's Republic of China
| |
Collapse
|
19
|
Abdallah FM, Ghoneim AI, Abd-Alhaseeb MM, Abdel-Raheem IT, Helmy MW. Unveiling the antitumor synergy between pazopanib and metformin on lung cancer through suppressing p-Akt/ NF-κB/ STAT3/ PD-L1 signal pathway. Biomed Pharmacother 2024; 180:117468. [PMID: 39332188 DOI: 10.1016/j.biopha.2024.117468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Revised: 09/01/2024] [Accepted: 09/19/2024] [Indexed: 09/29/2024] Open
Abstract
Pazopanib, an inhibitor of the VEGF receptor tyrosine kinase, has demonstrated significant antitumor effects in lung cancer. However, its application as a standard treatment for this type of cancer is limited by its drug resistance and toxicity. Metformin has the potential to combat lung cancer by modifying the tumor's immune microenvironment. In this study, we investigated the potential antitumor effects and the associated underlying molecular mechanisms of the combination of pazopanib and metformin in lung cancer. In vitro studies were conducted using the A549 and H460 lung cancer cell lines, whereas urethane-induced lung cancer-bearing mice were used for in vivo assessments. The urethane-induced mice received oral administration of pazopanib (50 mg/kg) and/or metformin (250 mg/kg) for a duration of 21 days. The results indicated that the MTT assay demonstrated a combined cytotoxic effect of the pazopanib/metformin combination in H460 and A549 cells, as evidenced by CI and DRI analyses. The observed increase in annexin V levels and the corresponding increase in Caspase-3 activity strongly suggest that this combination induced apoptosis. Furthermore, the pazopanib/metformin combination significantly inhibited the p-Akt/NF-κB/IL-6/STAT3, HIF1α/VEGF, and TLR2/TGF-β/PD-L1 pathways while also increasing CD8 expression in vivo. Immunohistochemical analysis revealed that these antitumor mechanisms were manifested by the suppression of the proliferation marker Ki67. In conclusion, these findings revealed that metformin augments the antitumor efficacy of pazopanib in lung cancer by simultaneously targeting proliferative, angiogenic, and immunogenic signaling pathways, metformin enhances the antitumor effectiveness of pazopanib in lung cancer, making it a promising therapeutic option for lung cancer.
Collapse
Affiliation(s)
- Fatma M Abdallah
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Damanhour University, 22511, Egypt; Faculty of Health Sciences Technology, Borg Al Arab Technological University, New Borg El Arab, Egypt.
| | - Asser I Ghoneim
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Damanhour University, 22511, Egypt.
| | - Mohammad M Abd-Alhaseeb
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Damanhour University, 22511, Egypt; Department of Pharmacology, Larner College of Medicine, University of Vermont, Burlington, Vermont, USA.
| | - Ihab T Abdel-Raheem
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Damanhour University, 22511, Egypt.
| | - Maged W Helmy
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Damanhour University, 22511, Egypt.
| |
Collapse
|
20
|
Liu M, Yang K, Qiu H. Exploring the Effect of Gomisin A on Non-Small Cell Lung Cancer With Network Pharmacology, Molecular Docking, In Vitro and In Vivo Assays. Chem Biol Drug Des 2024; 104:e70014. [PMID: 39533773 DOI: 10.1111/cbdd.70014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 10/08/2024] [Accepted: 10/25/2024] [Indexed: 11/16/2024]
Abstract
Gomisin A is an active ingredient of Schisandra chinensis. Pre-clinical studies suggest Gomisin A has good anti-cancer activities against a variety of cancers, but its mechanism of action in non-small cell lung cancer (NSCLC) is unclear. This study aims to explore the potential mechanism of Gomisin A in treating NSCLC. The SwissTargetPrediction, CTD, HERB and PharmMapper databases were used to collect related targets of Gomisin A. NSCLC-related genes were obtained using the GEO, CTD, DisGeNET, OMIM, GeneCards, NCBI, and PharmGKB databases. The central targets and potential mechanisms of Gomisin A against NSCLC were screened using network pharmacology and molecular docking. Finally, the therapeutic activity of Gomisin A on NSCLC was verified by experiments. A total of 161 potential targets of Gomisin A against NSCLC were identified. TNF, AKT1, STAT3, and IL6 were identified as the central targets of Gomisin A. The binding energy of Gomisin A and the central targets was less than -5 kcal/mol. Gomisin A could inhibit NSCLC cell viability, migration and invasion and induce cell cycle arrest and apoptosis. Gomisin A also inhibited in vivo metastasis of NSCLC cells. In addition, Gomisin A could also reduce the expression level of the central targets and inhibit the PI3K-Akt signaling pathway. In summary, Gomisin A may be a candidate drug for the treatment of NSCLC, and TNF, AKT1, STAT3, and IL6 are potential targets for Gomisin A in NSCLC treatment, and its therapeutic mechanism may be related to the PI3K-Akt signaling pathway.
Collapse
Affiliation(s)
- Mei Liu
- Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China
| | - Kai Yang
- Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China
| | - Huibing Qiu
- Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China
| |
Collapse
|
21
|
杨 玉, 刘 雪, 刘 伟, 周 星, 张 振, 胡 妍, 刘 培, 李 娴, 刘 浩, 李 姗. [Aumolertinib combined with anlotinib inhibits proliferation of non-small cell lung cancer cells by down-regulating the PI3K/AKT pathway]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2024; 44:1965-1975. [PMID: 39523097 PMCID: PMC11526449 DOI: 10.12122/j.issn.1673-4254.2024.10.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVE To investigate the inhibitory effect of aumolertinib combined with anlotinib on proliferation of non-small cell lung cancer (NSCLC) cells. METHODS CCK-8 assay, colony formation assay, and flow cytometry were used to assess the effect of different concentrations of aumolertinib or anlotinib on proliferation, survival, and apoptosis of PC-9 and HCC827 cells, and their synergistic effect was evaluated using the SynergyFinder model. In PC-9 and HCC827 cells treated with aumolertinib combined with anlotinib, the changes in cell invasion and migration abilities were assessed with Transwell assay, and the expressions of apoptosis- and invasion/migration-related proteins (Bax, Bcl-2, E-cadherin, vimentin, MMP2, and MMP9) and the key PI3K-Akt pathway proteins were detected using Western blotting. RESULTS In PC-9 cells, the IC50 of aumolertinib and anlotinib was 1.701 μmol/L and 4.979 μmol/L, respectively, with a synergy score (ZIP) of 19.112; in HCC827 cells, their IC50 was 2.961 μmol/L and 7.934 μmol/L, respectively, with a ZIP of 12.325. Compared with aumolertinib and anlotinib used alone, their combined treatment more strongly inhibited the proliferation and survival, enhanced apoptosis and suppressed invasion and migration abilities of PC-9 and HCC827 cells. Western blotting showed that in both PC-9 and HCC827 cells, the combined treatment significantly upregulated the expressions of E-cadherin and Bax proteins, downregulated the expressions of Bcl-2, vimentin, MMP2, and MMP9 proteins, and reduced phosphorylation levels of PI3K and Akt. CONCLUSION Aumolertinib combined with anlotinib can effectively inhibit NSCLC cell proliferation by downregulating the PI3K-Akt pathway, suggesting a potentially new option for NSCLC treatment.
Collapse
|
22
|
Tomassi S, Natale B, Roggia M, Amato L, De Rosa C, Della Corte CM, Baglini E, Amendola G, Messere A, Di Maro S, Barresi E, Da Settimo F, Trincavelli ML, Ciardiello F, Taliani S, Morgillo F, Cosconati S. Discovery of N-substituted-2-oxoindolin benzoylhydrazines as c-MET/SMO modulators in EGFRi-resistant non-small cell lung cancer. RSC Med Chem 2024:d4md00553h. [PMID: 39512947 PMCID: PMC11539002 DOI: 10.1039/d4md00553h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 09/29/2024] [Indexed: 11/15/2024] Open
Abstract
Non-small cell lung cancer (NSCLC), the leading cause of cancer-related mortality worldwide, poses a formidable challenge due to its heterogeneity and the emergence of resistance to targeted therapies. While initially effective, first- and third-generation EGFR-tyrosine kinase inhibitors (TKIs) often fail to control disease progression, leaving patients with limited treatment options. To address this unmet medical need, we explored the therapeutic potential of multitargeting agents that simultaneously inhibit two key signalling pathways, the mesenchymal-epithelial transition factor (c-MET) and the G protein-coupled receptor Smoothened (SMO), frequently dysregulated in NSCLC. By employing a combination of in silico drug repurposing and structure-based structure-activity relationship (SAR) studies, we identified and developed novel c-MET/SMO-targeting agents with antiproliferative activity against first- as well as third-generation EGFR-TKI-resistant NSCLC cells suggesting a synergistic effect arising from the simultaneous inhibition of c-MET and SMO.
Collapse
Affiliation(s)
- Stefano Tomassi
- DiSTABiF, University of Campania "Luigi Vanvitelli" Via Vivaldi 43 81100 Caserta Italy
- Department of Life Science, Health, and Health Professions, LINK Campus University Via del Casale di San Pio V, 44 00165 Rome Italy
| | - Benito Natale
- DiSTABiF, University of Campania "Luigi Vanvitelli" Via Vivaldi 43 81100 Caserta Italy
| | - Michele Roggia
- DiSTABiF, University of Campania "Luigi Vanvitelli" Via Vivaldi 43 81100 Caserta Italy
| | - Luisa Amato
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli" Via Pansini, 5 80138 Naples Italy
| | - Caterina De Rosa
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli" Via Pansini, 5 80138 Naples Italy
| | - Carminia Maria Della Corte
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli" Via Pansini, 5 80138 Naples Italy
| | - Emma Baglini
- CNR IFC, Institute of Clinical Physiology, National Research Council of Italy CNR Research Area, Via G. Moruzzi 1 Pisa 56124 Italy
| | - Giorgio Amendola
- DiSTABiF, University of Campania "Luigi Vanvitelli" Via Vivaldi 43 81100 Caserta Italy
| | - Anna Messere
- DiSTABiF, University of Campania "Luigi Vanvitelli" Via Vivaldi 43 81100 Caserta Italy
| | - Salvatore Di Maro
- DiSTABiF, University of Campania "Luigi Vanvitelli" Via Vivaldi 43 81100 Caserta Italy
| | - Elisabetta Barresi
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy
| | | | | | - Fortunato Ciardiello
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli" Via Pansini, 5 80138 Naples Italy
| | - Sabrina Taliani
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy
| | - Floriana Morgillo
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli" Via Pansini, 5 80138 Naples Italy
| | - Sandro Cosconati
- DiSTABiF, University of Campania "Luigi Vanvitelli" Via Vivaldi 43 81100 Caserta Italy
| |
Collapse
|
23
|
Halder D, Das S, Jeyaprakash RS. Identification of natural product as selective PI3Kα inhibitor against NSCLC: multi-ligand pharmacophore modeling, molecular docking, ADME, DFT, and MD simulations. Mol Divers 2024; 28:2983-3010. [PMID: 37715109 DOI: 10.1007/s11030-023-10727-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 08/29/2023] [Indexed: 09/17/2023]
Abstract
Non-small cell lung cancer (NSCLC) is a widespread and often aggressive form of cancer affecting people worldwide. PIK3CA missense mutations play a significant role in the progression of growth factor signaling in cancer, making PI3Kα an important biological target for inhibition against NSCLC. Natural product molecules with PI3Kα inhibitory activity are promising therapeutic agents for the treatment of NSCLC, owing to their selectivity and potentially lower toxicity compared to synthetic compounds. To discover new natural product molecules, we integrated ligand-based virtual screening with structure-based virtual screening. We developed a multi-ligand pharmacophore hypothesis, validated it with 3D Field-based QSAR, and screened a Natural-Product-Based Library (ChemDiv) containing 3601 molecules. After initial screening, 137 hit molecules were generated and further screened using the extra precision (XP) Glide docking protocol. The best ten molecules were selected for free binding energy (ΔG) analysis using MMGBSA and ADME predictions. For further optimization, the top four hits were subjected to induced fit docking (IFD), quantum chemical descriptors analysis by Frontier Molecular Orbital (FMO) studies, and a 100 ns molecular dynamics (MD) simulation. The compounds-S721-1955, CM4579-5085, S721-1963, and S721-1999-exhibited better results than the PI3Kα selective inhibitor alpelisib. In silico prediction analysis of S721-1955 and alpelisib revealed that the former exhibited superior selectivity theoretically, as evidenced by its higher affinity for the target protein. The selective natural product molecule identified in this study holds promise as a potential anti-cancer drug against NSCLC in the near future, but further in vitro and in vivo studies are necessary to confirm its efficacy.
Collapse
Affiliation(s)
- Debojyoti Halder
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Subham Das
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
| | - R S Jeyaprakash
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
| |
Collapse
|
24
|
Deng Z, Qing Q, Huang B. A bibliometric analysis of the application of the PI3K-AKT-mTOR signaling pathway in cancer. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:7255-7272. [PMID: 38709265 DOI: 10.1007/s00210-024-03112-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 04/18/2024] [Indexed: 05/07/2024]
Abstract
PI3K-AKT-mTOR plays as important role in the growth, metabolism, proliferation, and migration of cancer cells, and in apoptosis, autophagy, inflammation, and angiogenesis in cancer. In this study, the aim was to comprehensively review the current research landscape regarding the PI3K-AKT-mTOR pathway in cancer, using bibliometrics to analyze research hotspots, and provide ideas for future research directions. Literature published on the topic between January 2006 and May 2023 was retrieved from the Web of Science core database, and key information and a visualization map were analyzed using CiteSpace and VOSviewer. A total of 5800 articles from 95 countries/regions were collected, including from China and the USA. The number of publications on the topic increased year on year. The major research institution was the University of Texas MD Anderson Cancer Center. Oncotarget and Clinical Cancer Research were the most prevalent journals in the field. Of 26,621 authors, R Kurzrock published the most articles, and J Engelman was cited most frequently. "A549 cell," "first line treatment," "first in human phase I," and "inhibitor" were the keywords of emerging research hotspots. Inhibitors of the PI3K-AKT-mTOR pathway and their use in clinical therapeutic strategies for cancer were the main topics in the field, and future research should also focus on PI3K-AKT-mTOR pathway inhibitors. This study is the first to comprehensively summarize trends and development s in research into the PI3K-AKT-mTOR pathway in cancer. The information that was obtained clarified recent research frontiers and directions, providing references for scholars of cancer management.
Collapse
Affiliation(s)
- Zhengzheng Deng
- School of Public Health, University of South China, Hengyang, 421001, Hunan Province, China
| | - Qiancheng Qing
- School of Public Health, University of South China, Hengyang, 421001, Hunan Province, China
| | - Bo Huang
- School of Public Health, University of South China, Hengyang, 421001, Hunan Province, China.
| |
Collapse
|
25
|
Son B, Lee W, Kim H, Shin H, Park HH. Targeted therapy of cancer stem cells: inhibition of mTOR in pre-clinical and clinical research. Cell Death Dis 2024; 15:696. [PMID: 39349424 PMCID: PMC11442590 DOI: 10.1038/s41419-024-07077-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 09/10/2024] [Accepted: 09/13/2024] [Indexed: 10/02/2024]
Abstract
Cancer stem cells (CSCs) are a type of stem cell that possesses not only the intrinsic abilities of stem cells but also the properties of cancer cells. Therefore, CSCs are known to have self-renewal and outstanding proliferation capacity, along with the potential to differentiate into specific types of tumor cells. Cancers typically originate from CSCs, making them a significant target for tumor treatment. Among the related cascades of the CSCs, mammalian target of rapamycin (mTOR) pathway is regarded as one of the most important signaling pathways because of its association with significant upstream signaling: phosphatidylinositol 3‑kinase/protein kinase B (PI3K/AKT) pathway and mitogen‑activated protein kinase (MAPK) cascade, which influence various activities of stem cells, including CSCs. Recent studies have shown that the mTOR pathway not only affects generation of CSCs but also the maintenance of their pluripotency. Furthermore, the maintenance of pluripotency or differentiation into specific types of cancer cells depends on the regulation of the mTOR signal in CSCs. Consequently, the clinical potential and importance of mTOR in effective cancer therapy are increasing. In this review, we demonstrate the association between the mTOR pathway and cancer, including CSCs. Additionally, we discuss a new concept for anti-cancer drug development aimed at overcoming existing drawbacks, such as drug resistance, by targeting CSCs through mTOR inhibition.
Collapse
Affiliation(s)
- Boram Son
- Department of Bioengineering, Hanyang University, Seoul, 04763, Republic of Korea
- Department of Bio and Fermentation Convergence Technology, Kookmin University, Seoul, 02707, Republic of Korea
| | - Wonhwa Lee
- Department of Chemistry, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Hyeonjeong Kim
- Department of Bioengineering, Hanyang University, Seoul, 04763, Republic of Korea
| | - Heungsoo Shin
- Department of Bioengineering, Hanyang University, Seoul, 04763, Republic of Korea.
| | - Hee Ho Park
- Department of Bioengineering, Hanyang University, Seoul, 04763, Republic of Korea.
- Research Institute for Convergence of Basic Science, Hanyang University, Seoul, 04763, Republic of Korea.
| |
Collapse
|
26
|
Schroeder C, Campilan B, Leary OP, Arditi J, Michles MJ, De La Garza Ramos R, Akinduro OO, Gokaslan ZL, Martinez Moreno M, Sullivan PLZ. Therapeutic Opportunities for Biomarkers in Metastatic Spine Tumors. Cancers (Basel) 2024; 16:3152. [PMID: 39335124 PMCID: PMC11430692 DOI: 10.3390/cancers16183152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 09/01/2024] [Accepted: 09/11/2024] [Indexed: 09/30/2024] Open
Abstract
For many spine surgeons, patients with metastatic cancer are often present in an emergent situation with rapidly progressive neurological dysfunction. Since the Patchell trial, scoring systems such as NOMS and SINS have emerged to guide the extent of surgical excision and fusion in the context of chemotherapy and radiation therapy. Yet, while multidisciplinary decision-making is the gold standard of cancer care, in the middle of the night, when a patient needs spinal surgery, the wealth of chemotherapy data, clinical trials, and other medical advances can feel overwhelming. The goal of this review is to provide an overview of the relevant molecular biomarkers and therapies driving patient survival in lung, breast, prostate, and renal cell cancer. We highlight the molecular differences between primary tumors (i.e., the patient's original lung cancer) and the subsequent spinal metastasis. This distinction is crucial, as there are limited data investigating how metastases respond to their primary tumor's targeted molecular therapies. Integrating information from primary and metastatic markers allows for a more comprehensive and personalized approach to cancer treatment.
Collapse
Affiliation(s)
- Christian Schroeder
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Beatrice Campilan
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Owen P Leary
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Jonathan Arditi
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Madison J Michles
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Rafael De La Garza Ramos
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Oluwaseun O Akinduro
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Ziya L Gokaslan
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Margot Martinez Moreno
- Department of Neurosurgery, Warren Alpert Medical School of Brown University, Providence, RI 02903, USA
| | | |
Collapse
|
27
|
Vokes NI, Le X, Yap TA. PIKing up and AKTing on Resistance Mutations in Osimertinib-Treated EGFR-Mutated NSCLC. Clin Cancer Res 2024; 30:3968-3970. [PMID: 39018064 DOI: 10.1158/1078-0432.ccr-24-1188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 05/28/2024] [Accepted: 06/14/2024] [Indexed: 07/18/2024]
Abstract
A recent study identified high rates of PI3K-AKT pathway mutations from the FLAURA and AURA3 osimertinib trials and pre-clinically validated that these mutations decreased osimertinib sensitivity in EGFR-mutated non-small cell lung cancer. The AKT inhibitor capivasertib was found to overcome this resistance, providing an important rationale for the development of AKT inhibitors in non-small cell lung cancer. See related article by Grazini et al., p. 4143.
Collapse
Affiliation(s)
- Natalie I Vokes
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiuning Le
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Timothy A Yap
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, Texas
- Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Khalifa Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| |
Collapse
|
28
|
Arslan M, Asim M, Sattar H, Khan A, Thoppil Ali F, Zehra M, Talluri K. Role of Radiology in the Diagnosis and Treatment of Breast Cancer in Women: A Comprehensive Review. Cureus 2024; 16:e70097. [PMID: 39449897 PMCID: PMC11500669 DOI: 10.7759/cureus.70097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/24/2024] [Indexed: 10/26/2024] Open
Abstract
Breast cancer remains a leading cause of morbidity and mortality among women worldwide. Early detection and precise diagnosis are critical for effective treatment and improved patient outcomes. This review explores the evolving role of radiology in the diagnosis and treatment of breast cancer, highlighting advancements in imaging technologies and the integration of artificial intelligence (AI). Traditional imaging modalities such as mammography, ultrasound, and magnetic resonance imaging have been the cornerstone of breast cancer diagnostics, with each modality offering unique advantages. The advent of radiomics, which involves extracting quantitative data from medical images, has further augmented the diagnostic capabilities of these modalities. AI, particularly deep learning algorithms, has shown potential in improving diagnostic accuracy and reducing observer variability across imaging modalities. AI-driven tools are increasingly being integrated into clinical workflows to assist in image interpretation, lesion classification, and treatment planning. Additionally, radiology plays a crucial role in guiding treatment decisions, particularly in the context of image-guided radiotherapy and monitoring response to neoadjuvant chemotherapy. The review also discusses the emerging field of theranostics, where diagnostic imaging is combined with therapeutic interventions to provide personalized cancer care. Despite these advancements, challenges such as the need for large annotated datasets and the integration of AI into clinical practice remain. The review concludes that while the role of radiology in breast cancer management is rapidly evolving, further research is required to fully realize the potential of these technologies in improving patient outcomes.
Collapse
Affiliation(s)
| | - Muhammad Asim
- Emergency Medicine, Royal Free Hospital, London, GBR
| | - Hina Sattar
- Medicine, Dow University of Health Sciences, Karachi, PAK
| | - Anita Khan
- Medicine, Khyber Girls Medical College, Peshawar, PAK
| | | | - Muneeza Zehra
- Internal Medicine, Karachi Medical and Dental College, Karachi, PAK
| | - Keerthi Talluri
- General Medicine, GSL (Ganni Subba Lakshmi garu) Medical College, Rajahmundry, IND
| |
Collapse
|
29
|
Liu B, Wang Z, Gu M, Wang J, Tan J. Research into overcoming drug resistance in lung cancer treatment using CRISPR-Cas9 technology: a narrative review. Transl Lung Cancer Res 2024; 13:2067-2081. [PMID: 39263032 PMCID: PMC11384501 DOI: 10.21037/tlcr-24-592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 08/14/2024] [Indexed: 09/13/2024]
Abstract
Background and Objective Lung cancer remains a leading cause of cancer-related mortality globally, with drug resistance posing a significant challenge to effective treatment. The advent of clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated protein 9 (CRISPR-Cas9) technology offers a novel and precise gene-editing technology for targeting and negating drug resistance mechanisms in lung cancer. This review summarizes the research progress in the use of CRISPR-Cas9 technology for investigating and managing drug resistance in lung cancer treatment. Methods A literature search was conducted using the Web of Science and PubMed databases, with the following keywords: [CRISPR-Cas9], [lung cancer], [drug resistance], [gene editing], and [gene therapy]. The search was limited to articles published in English from 2002 to September 2023. From the search results, studies that utilized CRISPR-Cas9 technology in the context of lung cancer drug resistance were selected for further analysis and summarize. Key Content and Findings CRISPR-Cas9 technology enables precise DNA-sequence editing, allowing for the targeted addition, deletion, or modification of genes. It has been applied to investigate drug resistance in lung cancer by focusing on key genes such as epidermal growth factor receptor (EGFR), Kirsten rat sarcoma viral oncogene homolog (KRAS), tumor protein 53 (TP53), and B-cell lymphoma/leukemia-2 (BCL2), among others. The technology has shown potential in inhibiting tumor growth, repairing mutations, and enhancing the sensitivity of cancer cells to chemotherapy. Additionally, CRISPR-Cas9 has been used to identify novel key genes and molecular mechanisms contributing to drug resistance, offering new avenues for therapeutic intervention. The review also highlights the use of CRISPR-Cas9 in targeting immune escape mechanisms and the development of strategies to improve drug sensitivity. Conclusions The CRISPR-Cas9 technology holds great promise for advancing lung cancer treatment, particularly in addressing drug resistance. The ability to precisely target and edit genes involved in resistance pathways offers a powerful tool for developing more effective and personalized therapies. While challenges remain in terms of delivery, safety, and ethical considerations, ongoing research and technological refinements are expected to further enhance the role of CRISPR-Cas9 in improving patient outcomes in lung cancer treatment.
Collapse
Affiliation(s)
- Bin Liu
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Ziyu Wang
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Meng Gu
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Jinghui Wang
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Jinjing Tan
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| |
Collapse
|
30
|
Cheng D, Liu Z, Sun R, Jiang Y, Zeng Z, Zhao R, Mo Z. Overexpression of mir-489-3p inhibits proliferation and migration of non-small cell lung cancer cells by suppressing the HER2/PI3K/AKT/Snail signaling pathway. Heliyon 2024; 10:e35832. [PMID: 39224367 PMCID: PMC11367056 DOI: 10.1016/j.heliyon.2024.e35832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 08/02/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Background Lung cancer is a highly prevalent malignancy with significant morbidity and mortality rates. MiR-489-3p, a microRNA, has been identified as a regulator of tumor cell proliferation and invasion. Its expression is downregulated in non-small cell lung cancer (NSCLC). Elucidating the molecular mechanisms underlying miR-489-3p's role in NSCLC pathogenesis is crucial for identifying potential diagnostic and therapeutic targets. Methods To investigate the molecular mechanism of miR-489-3p in NSCLC, this study utilized A549, a commonly used NSCLC cell line. MiR-489-3p mimics and inhibitors were transfected into A549 cells. Additionally, co-transfection experiments using wortmannin, an inhibitor of the PI3K/AKT pathway, were performed. Expression of miR-489-3p and related proteins was analyzed by Western blotting and quantitative real-time PCR (qRT-PCR). Cell migration and proliferation were assessed by wound healing and colony formation assays, respectively. Results Overexpression of miR-489-3p significantly inhibited the proliferation and migration of A549 cells. This inhibitory effect was further enhanced upon co-transfected with wortmannin. Analysis of human lung specimens showed increased expression of HER2, PI3K, and AKT in lung adenocarcinoma tissues compared to adjacent non-cancerous tissues. Conclusions These findings suggest that miR-489-3p overexpression may inhibit NSCLC cell proliferation and migration by suppressing the HER2/PI3K/AKT/Snail signaling pathway. This study elucidates miR-489-3p's molecular mechanisms in NSCLC and provides experimental basis for identifying early diagnostic markers and novel therapeutic targets.
Collapse
Affiliation(s)
- Di Cheng
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
- Guangxi Key Laboratory of Diabetic Systems Medicine, Department of Histology and Embryology, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Zhong Liu
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
- Joint Laboratory of Chronic Disease Prevention and Research in Guilin Medical University & Hunan Mingshun, Shaodong, 422800, China
| | - Renren Sun
- Guangxi Key Laboratory of Diabetic Systems Medicine, Department of Histology and Embryology, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Yun Jiang
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
| | - Zhaoming Zeng
- Joint Laboratory of Chronic Disease Prevention and Research in Guilin Medical University & Hunan Mingshun, Shaodong, 422800, China
| | - Rui Zhao
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
| | - Zhongcheng Mo
- Guangxi Key Laboratory of Diabetic Systems Medicine, Department of Histology and Embryology, Guilin Medical University, Guilin, 541199, Guangxi, China
- Joint Laboratory of Chronic Disease Prevention and Research in Guilin Medical University & Hunan Mingshun, Shaodong, 422800, China
| |
Collapse
|
31
|
Wang J, Wang L, Zhang Y, Pan S, Lin Y, Wu J, Bu M. Design, Synthesis, and Anticancer Activity of Novel Enmein-Type Diterpenoid Derivatives Targeting the PI3K/Akt/mTOR Signaling Pathway. Molecules 2024; 29:4066. [PMID: 39274913 PMCID: PMC11396751 DOI: 10.3390/molecules29174066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 08/25/2024] [Accepted: 08/26/2024] [Indexed: 09/16/2024] Open
Abstract
The enmein-type diterpenoids are a class of anticancer ent-Kaurane diterpnoids that have received much attention in recent years. Herein, a novel 1,14-epoxy enmein-type diterpenoid 4, was reported in this project for the first time. A series of novel enmein-type diterpenoid derivatives were also synthesized and tested for anticancer activities. Among all the derivatives, compound 7h exhibited the most significant inhibitory effect against A549 cells (IC50 = 2.16 µM), being 11.03-folds better than its parental compound 4. Additionally, 7h exhibited relatively weak anti-proliferative activity (IC50 > 100 µM) against human normal L-02 cells, suggesting that it had excellent anti-proliferative selectivity for cancer cells. Mechanism studies suggested that 7h induced G0/G1 arrest and apoptosis in A549 cells by inhibiting the PI3K/AKT/mTOR pathway. This process was associated with elevated intracellular ROS levels and collapsed MMP. In summary, these data identified 7h as a promising lead compound that warrants further investigation of its anticancer properties.
Collapse
Affiliation(s)
- Jiafeng Wang
- College of Pathology, Qiqihar Medical University, Qiqihar 161006, China; (J.W.); (Y.Z.); (S.P.)
| | - Lu Wang
- College of Pharmacy, Qiqihar Medical University, Qiqihar 161006, China; (L.W.); (Y.L.)
| | - Yingbo Zhang
- College of Pathology, Qiqihar Medical University, Qiqihar 161006, China; (J.W.); (Y.Z.); (S.P.)
| | - Siwen Pan
- College of Pathology, Qiqihar Medical University, Qiqihar 161006, China; (J.W.); (Y.Z.); (S.P.)
| | - Yu Lin
- College of Pharmacy, Qiqihar Medical University, Qiqihar 161006, China; (L.W.); (Y.L.)
| | - Jiale Wu
- College of Life and Health, Hainan University, Haikou 570228, China;
| | - Ming Bu
- College of Pharmacy, Qiqihar Medical University, Qiqihar 161006, China; (L.W.); (Y.L.)
| |
Collapse
|
32
|
Luo X, Wang J, Wang R, Lian J, Guo M, Zhou H, Zhang M, Yang Z, Li X, He X, Bi X. SLL-1A-16 suppresses proliferation and induces autophagy in non-small-cell lung cancer cells via the AKT/mTOR signaling pathway. RSC Med Chem 2024:d4md00405a. [PMID: 39246748 PMCID: PMC11376208 DOI: 10.1039/d4md00405a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 08/01/2024] [Indexed: 09/10/2024] Open
Abstract
Non-small-cell lung cancer (NSCLC), which accounts for approximately eighty-five percent of lung cancer diagnoses worldwide, is a malignancy with high incidence and mortality rates. Among the various antitumor compounds, organic selenium-containing compounds have emerged as a promising class of therapeutic agents for cancer treatment. In the present study, SLL-1A-16, a new organoselenium small molecule, was discovered to exhibit antiproliferative activity against NSCLC both in vitro and in vivo. Treatment with SLL-1A-16 significantly inhibited NSCLC cell proliferation and induced apoptosis and autophagy. Mechanistically, SLL-1A-16 inhibited cell proliferation through G1-S phase arrest by reducing cyclin D1 and CDK4 expression. Additionally, SLL-1A-16 significantly induced apoptosis by upregulating cleaved caspase 3 and Bax expression, while downregulating Bcl-2 levels. Our study also demonstrated that SLL-1A-16 induced autophagy in NSCLC cells by inhibiting the Akt/mTOR pathway. Overall, our findings suggest that SLL-1A-16 could induce cell cycle arrest, apoptosis and autophagy in NSCLC cells by inhibiting the Akt/mTOR signaling pathways, providing a theoretical basis for the potential clinical application of SLL-1A-16 as a chemotherapeutic agent in NSCLC treatment.
Collapse
Affiliation(s)
- Xiaoqin Luo
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Jin Wang
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Ruichang Wang
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Jiabing Lian
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Mengnan Guo
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Hongrui Zhou
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Mengxue Zhang
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Zhe Yang
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
| | - Xiaolong Li
- Shenzhen Fushan Biological Technology Co., Ltd Kexing Science Park A1 1005, Nanshan Zone Shenzhen 518057 China
| | - Xianran He
- Institute for Interdisciplinary Research, Jianghan University Wuhan Economic and Technological Development Zone Wuhan 430056 China
| | - Xiuli Bi
- College of Life Science, Liaoning University 66 Chongshan Road Shenyang 110036 China
- Key Laboratory of Chronic Disease Occurrence and Nutrition Intervention, Liaoning University 66 Chongshan Road Shenyang 110036 China
| |
Collapse
|
33
|
Saberiyan M, Zarei M, Safi A, Movahhed P, Khorasanian R, Adelian S, Mousavi P. The role of DAPK2 as a key regulatory element in various human cancers: a systematic review. Mol Biol Rep 2024; 51:886. [PMID: 39105958 DOI: 10.1007/s11033-024-09761-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 06/26/2024] [Indexed: 08/07/2024]
Abstract
Cancer is considered the uncontrolled growth and spread of cells into neighboring tissues, a process governed at the molecular level by many different factors, including abnormalities in the protein family's death-associated kinase (DAPK). DAPK2 is a member of the DAPK protein family, which plays essential roles in several cellular processes. DAPK2 acts as a tumor suppressor, interacting with several proteins, such as TNF, IFN, etc. during apoptosis and autophagy. Expression of DAPK2 causes changes in the structure of the cell, ultimately leading to cell death by apoptosis. In this essay, studies are obtained from Scopus, PubMed, and the Web of Science. According to these investigations, DAPK2 activates autophagy by interacting with AMPK, mTORC1, and p73. Furthermore, DAPK2 induces apoptosis pathway via interacting with the p73 family and JNK. In general, due to the vital role of DAPK2 in cell physiology and its effect on various factors and signaling pathways, it can be a potent target in the treatment of various cancers, including gastric, ovarian, breast, and other prominent cancers.
Collapse
Affiliation(s)
- Mohammadreza Saberiyan
- Student Research Committee, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Mahboobeh Zarei
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Amir Safi
- Department of Clinical Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Parvaneh Movahhed
- Department of Medical Laboratory Sciences, School of Allied Medical Sciences, ShahidBeheshti University of Medical Sciences, Tehran, Iran
| | - Reihane Khorasanian
- Department of Medical Genetics and Molecular Biology, Faculty of Medicine, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Samaneh Adelian
- Cellular and Molecular Research Center, Basic Health Sciences Institute, Shahrekord University of Medical Sciences, Shahrekord, Iran
| | - Pegah Mousavi
- Molecular Medicine Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.
| |
Collapse
|
34
|
Wang X, Zhang T, Qu L, Zhang Y, Gao G. Auriculasin induces mitochondrial oxidative stress and drives ferroptosis by inhibiting PI3K/Akt pathway in non-small cell lung cancer. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024:10.1007/s00210-024-03328-9. [PMID: 39093464 DOI: 10.1007/s00210-024-03328-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 07/22/2024] [Indexed: 08/04/2024]
Abstract
Non-small cell lung cancer (NSCLC) accounts for the majority of cases of lung cancer with poor outcomes. Auriculasin is a prenylated isoflavone abundant in the root of F. philippinensis with multiple pharmacological effects, including anticancer role. However, its roles in NSCLC remain largely unknown. NSCLC A549 cells were treated with auriculasin in vitro, and used to induce xenograft models. Cell viability was detected via CCK-8 assay. Mitochondrial oxidative stress was analyzed by JC-1 staining, ROS staining, and levels of MDA, SOD and GSH. Ferroptosis was assessed via iron content, and levels of ACSL4, PTGS2, FSP1 and GPX4. The phosphorylation levels of PI3K and Akt were measured by western blot. Auriculasin reduced NSCLC cell viability. Auriculasin promoted mitochondrial oxidative stress by reducing mitochondrial membrane potential, SOD and GSH levels, and enhancing ROS and MDA contents. In addition, auriculasin induced ferroptosis via increasing iron, ACSL4 and PTGS3 levels, and decreasing FSP1 and GPX4 levels. Furthermore, the potential targets of auriculasin in NSCLC were enriched in PI3K/Akt signaling. Auriculasin blunted PI3K/Akt pathway activation by blocking the phosphorylation. Activated PI3K/Akt signaling by activator 740Y-P reversed the effects of auriculasin on mitochondrial oxidative stress and ferroptosis. Finally, auriculasin reduced NSCLC cell growth in xenograft models. Auriculasin facilitates mitochondrial oxidative stress and induces ferroptosis through inhibiting PI3K/Akt pathway in NSCLC.
Collapse
Affiliation(s)
- Xiaodong Wang
- Department of Thoracic Surgery, The Second Affiliated Hospital of Air Force Medical University, Xi'an, 710032, China
| | - Tao Zhang
- Department of Thoracic Surgery, The Second Affiliated Hospital of Air Force Medical University, Xi'an, 710032, China
| | - Lin Qu
- Department of Thoracic Surgery, The Second Affiliated Hospital of Air Force Medical University, Xi'an, 710032, China
| | - Yifan Zhang
- Department of Thoracic Surgery, The Second Affiliated Hospital of Air Force Medical University, Xi'an, 710032, China
| | - Guizhou Gao
- Department of Thoracic Surgery, The Second Affiliated Hospital of Air Force Medical University, Xi'an, 710032, China.
| |
Collapse
|
35
|
Mafi A, Khoshnazar SM, Shahpar A, Nabavi N, Hedayati N, Alimohammadi M, Hashemi M, Taheriazam A, Farahani N. Mechanistic insights into circRNA-mediated regulation of PI3K signaling pathway in glioma progression. Pathol Res Pract 2024; 260:155442. [PMID: 38991456 DOI: 10.1016/j.prp.2024.155442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 06/22/2024] [Accepted: 06/28/2024] [Indexed: 07/13/2024]
Abstract
Circular RNAs (CircRNAs) are non-coding RNAs (ncRNAs) characterized by a stable circular structure that regulates gene expression at both transcriptional and post-transcriptional levels. They play diverse roles, including protein interactions, DNA methylation modification, protein-coding potential, pseudogene creation, and miRNA sponging, all of which influence various physiological processes. CircRNAs are often highly expressed in brain tissues, and their levels vary with neural development, suggesting their significance in nervous system diseases such as gliomas. Research has shown that circRNA expression related to the PI3K pathway correlates with various clinical features of gliomas. There is an interact between circRNAs and the PI3K pathway to regulate glioma cell processes such as proliferation, differentiation, apoptosis, inflammation, angiogenesis, and treatment resistance. Additionally, PI3K pathway-associated circRNAs hold potential as biomarkers for cancer diagnosis, prognosis, and treatment. In this study, we reviewed the latest advances in the expression and cellular roles of PI3K-mediated circRNAs and their connections to glioma carcinogenesis and progression. We also highlighted the significance of circRNAs as diagnostic and prognostic biomarkers and therapeutic targets in glioma.
Collapse
Affiliation(s)
- Alireza Mafi
- Nutrition and Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran; Department of Clinical Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Seyedeh Mahdieh Khoshnazar
- Gastroenterology and Hepatology Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran
| | - Amirhossein Shahpar
- Gastroenterology and Hepatology Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran
| | - Noushin Nabavi
- Independent Researcher, Victoria, British Columbia, Canada
| | - Neda Hedayati
- School of Medicine, Iran University of Medical Science, Tehran, Iran.
| | - Mina Alimohammadi
- Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mehrdad Hashemi
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Afshin Taheriazam
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Orthopedics, Faculty of Medicine, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - Najma Farahani
- Department of Genetics and Molecular Biology, Isfahan University of Medical Sciences, Isfahan, Iran.
| |
Collapse
|
36
|
Zhou M, Li H, Gao B, Zhao Y. The prognostic impact of pathogenic stromal cell-associated genes in lung adenocarcinoma. Comput Biol Med 2024; 178:108692. [PMID: 38879932 DOI: 10.1016/j.compbiomed.2024.108692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 04/22/2024] [Accepted: 06/01/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) stands as the most prevalent subtype among lung cancers. Interactions between stromal and cancer cells influence tumor growth, invasion, and metastasis. However, the regulatory mechanisms of stromal cells in the lung adenocarcinoma tumor microenvironment remain unclear. This study seeks to elucidate the regulatory connections among critical pathogenic genes and their associated expression variations within distinct stromal cell subtypes. METHOD Analysis and investigation were conducted on a total of 114,019 single-cell RNA data and 346 The Cancer Genome Atlas (TCGA) LUAD-related samples using bioinformatics and statistical algorithms. Differential gene expression analysis was performed for tumor samples and controls, followed by Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Differential genes between stromal cells and other cell clusters were identified and intersected with the differential genes from TCGA. We employed a combination of LASSO regression and multivariable Cox regression to identify the ultimate set of pathogenic gene. Survival models were trained to predict the relationship between patient survival and these pathogenic genes. Analysis of transcription factor (TF) cell specificity and pseudotime trajectories within stromal cell subpopulations revealed that vascular endothelial cells (ECs) and matrix cancer-associated fibroblasts (CAFs) are key in regulation of the prognosis-associated genes CAV2, COL1A1, TIMP1, ETS2, AKAP12, ID1 and COL1A2. RESULTS Seven pathogenic genes associated with LUAD in stromal cells were identified and used to develop a survival model. High expression of these genes is linked to a greater risk of poor survival. Stromal cells were categorized into eight subtypes and one unannotated cluster. Mesothelial cells, vascular endothelial cells (ECs), and matrix cancer-associated fibroblasts (CAFs) showed cell-specific regulation of the pathogenic genes. CONCLUSIONS The seven disease-causing genes in vascular ECs and matrix CAFs can be used to detect the survival status of LUAD patients, providing new directions for future targeted drug design.
Collapse
Affiliation(s)
- Murong Zhou
- College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China; College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Hongfei Li
- College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China; College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Bo Gao
- Department of Radiology, The Second Affiliated Hospital, Harbin Medical University, Harbin, 150040, China
| | - Yuming Zhao
- College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China.
| |
Collapse
|
37
|
Tang Y, Xian Z, Wu F, Cao H, Wang L, Tang Q, Du Y, Zheng X. Traditional Chinese medicine combined with chemotherapy in the treatment of advanced non-small cell lung cancer: key drug screening and mechanism analysis. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024:10.1007/s00210-024-03310-5. [PMID: 39073415 DOI: 10.1007/s00210-024-03310-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 07/16/2024] [Indexed: 07/30/2024]
Abstract
In the course of clinical treatment for anti-tumor, the combination of traditional Chinese medicine (TCM) and other treatment schemes can reduce toxicity and increase efficiency. The purpose of this paper is to find out the key TCM and effective components for the treatment of non-small cell lung cancer (NSCLC) and analyze its therapeutic mechanism by analyzing the prescription of TCM combined with chemotherapy for NSCLC. Firstly, the prescriptions of TCM in the randomized controlled trials combined with chemotherapy for NSCLC were collected, and the core TCM was screened by frequency statistics, association rule analysis, and cluster analysis. Then, the intersection targets of the potential effects of NSCLC and core Chinese medicine were collected, and PPI analysis and enrichment analysis were performed on the intersection targets to screen the core targets, components, and pathways. The core components were verified by molecular docking and cell experiments. In this study, 269 prescriptions were collected, among which the frequency of medication for Astragalus membranaceus (HQ, in Chinese), Wolfiporia cocos (FL, in Chinese), and Atractylodes macrocephala (BZ, in Chinese) was over 100. Association rule analysis showed that they were highly correlated and clustered into the same category in cluster analysis. Their core components were quercetin, kaempferol, and isorhamnetin. The molecular docking results of the core components with the core targets AKT1 and EGFR obtained by PPI network analysis showed that they could bind stably. KEGG analysis screened 110 pathways including PI3K-Akt; the results of CCK-8 showed that quercetin, kaempferol, and isorhamnetin could effectively inhibit the proliferation of A549 cells, and isorhamnetin had the best inhibitory effect. Isorhamnetin can inhibit the migration and invasion of A549 cells, induce apoptosis and G1 phase arrest, and decrease the expression of P-PI3K and P-AKT in A549 cells. In a word, the key TCM for the treatment of NSCLC includes HQ, FL, and BZ. and its key components quercetin, kaempferol, and isorhamnetin have potential therapeutic effects on NSCLC according to the research results.
Collapse
Affiliation(s)
- Yu Tang
- College of Life and Health, Dalian University, Dalian, 116622, China
| | - Zhengping Xian
- College of Life and Health, Dalian University, Dalian, 116622, China
| | - Fengjiao Wu
- College of Life and Health, Dalian University, Dalian, 116622, China
| | - Hongyu Cao
- College of Life and Health, Dalian University, Dalian, 116622, China
- Liaoning Key Laboratory of Bio-Organic Chemistry, Dalian University, Dalian, 116622, China
| | - Lihao Wang
- College of Environmental and Chemical Engineering, Dalian University, Dalian, 116622, China
- Liaoning Key Laboratory of Bio-Organic Chemistry, Dalian University, Dalian, 116622, China
| | - Qian Tang
- College of Life and Health, Dalian University, Dalian, 116622, China.
- Liaoning Key Laboratory of Bio-Organic Chemistry, Dalian University, Dalian, 116622, China.
| | - Yanan Du
- College of Environmental and Chemical Engineering, Dalian University, Dalian, 116622, China
| | - Xuefang Zheng
- Liaoning Key Laboratory of Bio-Organic Chemistry, Dalian University, Dalian, 116622, China.
| |
Collapse
|
38
|
Verma S, Magazzù G, Eftekhari N, Lou T, Gilhespy A, Occhipinti A, Angione C. Cross-attention enables deep learning on limited omics-imaging-clinical data of 130 lung cancer patients. CELL REPORTS METHODS 2024; 4:100817. [PMID: 38981473 PMCID: PMC11294841 DOI: 10.1016/j.crmeth.2024.100817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 04/18/2024] [Accepted: 06/17/2024] [Indexed: 07/11/2024]
Abstract
Deep-learning tools that extract prognostic factors derived from multi-omics data have recently contributed to individualized predictions of survival outcomes. However, the limited size of integrated omics-imaging-clinical datasets poses challenges. Here, we propose two biologically interpretable and robust deep-learning architectures for survival prediction of non-small cell lung cancer (NSCLC) patients, learning simultaneously from computed tomography (CT) scan images, gene expression data, and clinical information. The proposed models integrate patient-specific clinical, transcriptomic, and imaging data and incorporate Kyoto Encyclopedia of Genes and Genomes (KEGG) and Reactome pathway information, adding biological knowledge within the learning process to extract prognostic gene biomarkers and molecular pathways. While both models accurately stratify patients in high- and low-risk groups when trained on a dataset of only 130 patients, introducing a cross-attention mechanism in a sparse autoencoder significantly improves the performance, highlighting tumor regions and NSCLC-related genes as potential biomarkers and thus offering a significant methodological advancement when learning from small imaging-omics-clinical samples.
Collapse
Affiliation(s)
- Suraj Verma
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK
| | | | | | - Thai Lou
- Gateshead Health NHS Foundation Trust, Gateshead, UK
| | - Alex Gilhespy
- South Tyneside and Sunderland NHS Foundation Trust, Sunderland, UK
| | - Annalisa Occhipinti
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK; Centre for Digital Innovation, Teesside University, Middlesbrough, UK; National Horizons Centre, Teesside University, Darlington, UK
| | - Claudio Angione
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK; Centre for Digital Innovation, Teesside University, Middlesbrough, UK; National Horizons Centre, Teesside University, Darlington, UK.
| |
Collapse
|
39
|
Cortez N, Villegas C, Burgos V, Cabrera-Pardo JR, Ortiz L, González-Chavarría I, Nchiozem-Ngnitedem VA, Paz C. Adjuvant Properties of Caffeic Acid in Cancer Treatment. Int J Mol Sci 2024; 25:7631. [PMID: 39062873 PMCID: PMC11276737 DOI: 10.3390/ijms25147631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/04/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
Caffeic acid (CA) is a polyphenol belonging to the phenylpropanoid family, commonly found in plants and vegetables. It was first identified by Hlasiwetz in 1867 as a breakdown product of caffetannic acid. CA is biosynthesized from the amino acids tyrosine or phenylalanine through specific enzyme-catalyzed reactions. Extensive research since its discovery has revealed various health benefits associated with CA, including its antioxidant, anti-inflammatory, and anticancer properties. These effects are attributed to its ability to modulate several pathways, such as inhibiting NFkB, STAT3, and ERK1/2, thereby reducing inflammatory responses, and activating the Nrf2/ARE pathway to enhance antioxidant cell defenses. The consumption of CA has been linked to a reduced risk of certain cancers, mitigation of chemotherapy and radiotherapy-induced toxicity, and reversal of resistance to first-line chemotherapeutic agents. This suggests that CA could serve as a useful adjunct in cancer treatment. Studies have shown CA to be generally safe, with few adverse effects (such as back pain and headaches) reported. This review collates the latest information from Google Scholar, PubMed, the Phenol-Explorer database, and ClinicalTrials.gov, incorporating a total of 154 articles, to underscore the potential of CA in cancer prevention and overcoming chemoresistance.
Collapse
Affiliation(s)
- Nicole Cortez
- Laboratory of Natural Products & Drug Discovery, Center CEBIM, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4780000, Chile; (N.C.); (C.V.)
| | - Cecilia Villegas
- Laboratory of Natural Products & Drug Discovery, Center CEBIM, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4780000, Chile; (N.C.); (C.V.)
| | - Viviana Burgos
- Departamento de Ciencias Biológicas y Químicas, Facultad de Recursos Naturales, Universidad Católica de Temuco, Rudecindo Ortega, Temuco 4780000, Chile;
| | - Jaime R. Cabrera-Pardo
- Laboratorio de Química Aplicada y Sustentable (LabQAS), Departamento de Química, Facultad de Ciencias, Universidad del Bío-Bío, Concepción 4081112, Chile;
| | - Leandro Ortiz
- Instituto de Ciencias Químicas, Facultad de Ciencias, Universidad Austral de Chile, Valdivia 5110566, Chile;
| | - Iván González-Chavarría
- Departamento de Fisiopatología, Facultad de Ciencias Biológicas Universidad de Concepción, Concepción 4030000, Chile;
| | | | - Cristian Paz
- Laboratory of Natural Products & Drug Discovery, Center CEBIM, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4780000, Chile; (N.C.); (C.V.)
| |
Collapse
|
40
|
Ghosh S, Bhuniya T, Dey A, Koley M, Roy P, Bera A, Gol D, Chowdhury A, Chowdhury R, Sen S. An Updated Review on KRAS Mutation in Lung Cancer (NSCLC) and Its Effects on Human Health. Appl Biochem Biotechnol 2024; 196:4661-4678. [PMID: 37897621 DOI: 10.1007/s12010-023-04748-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2023] [Indexed: 10/30/2023]
Abstract
The largest cause of cancer-related fatalities worldwide is lung cancer. In its early stages, lung cancer often exhibits no signs or symptoms. Its signs and symptoms often appear when the condition is advanced. The Kirsten rat sarcoma virus oncogene homolog is one of the most frequently mutated oncogenes found in non-small cell lung cancer. Patients who have these mutations may do worse than those who do not, in terms of survival. To understand the nuances in order to choose the best treatment options for each patient, including combination therapy and potential resistance mechanisms, given the quick development of pharmaceuticals, it is necessary to know the factors that might contribute to this disease. It has been observed that single nucleotide polymorphisms altering let-7 micro-RNA might impact cancer propensity. On the other hand, gefitinib fails to stop the oncogenic protein from directly interacting with phosphoinositide3-kinase, which may explain its resistance towards cancer cells. Additionally, Atorvastatin may be able to overpower gefitinib resistance in these cancer cells that have this mutation regardless of the presence of phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha. De novo lipogenesis is also regulated by this virus. To overcome these effects, several targeted therapies have been proposed. One such therapy is to use inhibitors of focal adhesion kinases. When this is inhibited, viral oncogene mutant cancers are effectively stopped because it functions downstream of the virus. Mutant oncoproteins like epidermal growth factor receptor may depend on Heat Shock protein90 chaperones more frequently than they do on natural counterparts that make it more attractive therapeutic target for this virus. Inhibition of the phosphoinositide 3-kinase pathway is frequent in lung cancer, and fabrication of inhibitors against this pathway can also be an effective therapeutic strategy. Blocking programmed cell death ligand1 is another therapy that may help T cells to recognize and eliminate cancerous cells. This homolog is a challenging therapeutic target due to its complex structural makeup and myriad biological characteristics. Thanks to the unrelenting efforts of medical research, with the use of some inhibitors, immunotherapy, and other combination methods, this problem is currently expected to be overcome.
Collapse
Affiliation(s)
- Subhrojyoti Ghosh
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, IIT Madras, Chennai, Tamil Nadu, 600036, India.
| | - Tiyasa Bhuniya
- Department of Biotechnology, NIT Durgapur, Mahatma Gandhi Rd, A-Zone, Durgapur, West Bengal, 713209, India
| | - Anuvab Dey
- Department of Biological Sciences and Bioengineering, North Guwahati, Assam, IIT Guwahati, Assam-781039, India
| | - Madhurima Koley
- Department of Chemistry and Chemical Biology, IIT(ISM), Dhanbad, 826004, India
| | - Preeti Roy
- Department of Biotechnology, Indian Institute of Technology, Mandi, India
| | - Aishi Bera
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Debarshi Gol
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Ankita Chowdhury
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Rajanyaa Chowdhury
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Shinjini Sen
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| |
Collapse
|
41
|
Wang J, Yang K, Yang X, Jin T, Tian Y, Dai C, Xu F. HHLA2 promotes hepatoma cell proliferation, migration, and invasion via SPP1/PI3K/AKT signaling pathway. Mol Carcinog 2024; 63:1275-1287. [PMID: 38578157 DOI: 10.1002/mc.23723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 03/02/2024] [Accepted: 03/18/2024] [Indexed: 04/06/2024]
Abstract
Hepatocellular carcinoma (HCC) stands as one of the most malignant tumors characterized by poor prognosis and high mortality rates. Emerging evidence underscores the crucial role of the B7 protein family in various cancers, including HCC. However, the involvement of the human endogenous retrovirus H long-terminal repeat-associated protein 2 (HHLA2, or B7-H5) in HCC remains unclear. Immunohistochemistry was employed to assess the differential expression of HHLA2 between HCC and normal liver tissues. A battery of assays, including CCK8, EdU, tablet clone-forming, Transwell, and wound healing assays, were conducted to elucidate the function and potential mechanisms of HHLA2 in the malignant biological behaviors of HCC. Additionally, a xenograft mouse model was established to evaluate the tumorigenicity of hepatoma cell lines exhibiting different HHLA2 expression levels in vivo. Western blot analysis was used to analyze HHLA2, secretory phosphoprotein 1 (SPP1), and PI3K/AKT/mTOR levels. HHLA2 exhibited elevated expression in HCC tissues, correlating with poor tumor differentiation and shortened overall survival in HCC patients. In vitro experiments demonstrated that HHLA2 overexpression (OE) promoted the proliferation, migration, and invasion of hepatoma cells, while in vivo experiments revealed that HHLA2 OE enhanced HCC tumor growth. Conversely, inhibition of HHLA2 expression yielded the opposite effect. Downregulation of SPP1 inhibited the proliferation, migration, and invasion induced by HHLA2 OE, and this effect was linked to the PI3K/AKT/mTOR signaling pathway. Our findings indicate that HHLA2 promotes the proliferation, migration, and invasion of hepatoma cells via the SPP1/PI3K/AKT signaling pathway, establishing it as a potential therapeutic target for HCC.
Collapse
Affiliation(s)
- Junqi Wang
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Ke Yang
- Department of Tradition Chinese Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Xin Yang
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Tianqiang Jin
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yu Tian
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Chaoliu Dai
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Feng Xu
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| |
Collapse
|
42
|
Zhang C, Zhang J, Guo K. Paeonol upregulates expression of tumor suppressors TNNC1 and SCARA5, exerting anti-tumor activity in non-small cell lung cancer cells. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:5241-5251. [PMID: 38265681 DOI: 10.1007/s00210-024-02963-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 01/15/2024] [Indexed: 01/25/2024]
Abstract
Paeonol, a naturally bioactive phenolic ingredient predominantly isolated from Paeonia suffruticosa, has recently garnered significant interest as an anti-tumor agent against diverse carcinomas including non-small cell lung cancer (NSCLC). However, the anti-tumor mechanism of paeonol in NSCLC remains unclear. Cell viability, caspase-3 activity, and apoptosis were evaluated using CCK-8 assay, Caspase-3 Colorimetric Assay Kit, and flow cytometry analysis, respectively. GSE186218 was downloaded from NCBI Gene Expression Omnibus (GEO). The common genes were screened using GEO2R and Draw Venn Diagram software. Expression of troponin C type 1 (TNNC1), scavenger receptor class A member 5 (SCARA5), phosphorylated protein kinase B (AKT) (p-AKT) and AKT was examined using GEPIA database, qRT-PCR and western blot analysis. Paeonol treatment concentration-dependently inhibited cell viability and increased caspase-3 activity and apoptotic rate in NSCLC cells. Only 5 overlapping genes including TNNC1 and SCARA5 were obtained among 232 upregulated genes in GSE186218, 200 underexpressed genes in TCGA-LUAD, and 200 underexpressed genes in TCGA-LUSC according to the Venn diagram software. TNNC1 and SCARA5, two known tumor suppressors, were significantly downregulated in LUAD and LUSC tissues and NSCLC cells. Paeonol dose-dependently upregulated TNNC1 and SCARA5 expression in NSCLC cells. Paeonol suppressed the AKT pathway by upregulating TNNC1 and SCARA5 expression. AKT inhibitor attenuated the effects of TNNC1 or SCARA5 knockdown on the anti-tumor activity of paeonol. In conclusion, paeonol exhibited anti-cancer activity in NSCLC cells through inactivating the AKT pathway by upregulating TNNC1 or SCARA5.
Collapse
Affiliation(s)
- Chongnan Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, 121001, China
| | - Jing Zhang
- Department of Gynecology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, 121001, China
| | - Kai Guo
- Department of Thoracic Surgery, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, 121001, China.
| |
Collapse
|
43
|
Xu Z, Li J, Fang S, Lian M, Zhang C, Lu J, Sheng K. Cinobufagin disrupts the stability of lipid rafts by inhibiting the expression of caveolin-1 to promote non-small cell lung cancer cell apoptosis. Arch Med Sci 2024; 20:887-908. [PMID: 39050162 PMCID: PMC11264083 DOI: 10.5114/aoms/174578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 10/27/2023] [Indexed: 07/27/2024] Open
Abstract
Introduction The study was designed to explore how cinobufagin (CB) regulates the development of non-small cell lung cancer (NSCLC) cells through lipid rafts. Material and methods The effects of CB at gradient concentrations (0, 0.5, 1 and 2 µM) on NSCLC cell viability, apoptosis, reactive oxygen species (ROS) level, phosphorylation of Akt, and apoptosis- and lipid raft-related protein expression were assessed by MTT assay, flow cytometry and Western blot. Cholesterol and sphingomyelin were labeled with BODIPY to evaluate the effect of CB (2 µM) on them. Sucrose density gradient centrifugation was used to extract lipid rafts. The effect of CB on the expression and distribution of caveolin-1 was determined by immunofluorescence, quantitative reverse transcription polymerase chain reaction and Western blot. After overexpression of caveolin-1, the above experiments were performed again to observe whether the regulatory effect of CB was reversed. Results CB inhibited NSCLC cell viability while promoting apoptosis and ROS level. CB redistributed the lipid content on the membrane surface and reduced the content of caveolin-1 in the cell membrane. In addition, CB repressed the activation of AKT. However, caveolin-1 overexpression reversed the effects of CB on apoptosis, AKT activation and lipid raft. Conclusions CB regulates the activity of Akt in lipid rafts by inhibiting caveolin-1 expression to promote NSCLC cell apoptosis.
Collapse
Affiliation(s)
- Zhongqing Xu
- Department of Gerontology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinwei Li
- Department of Gerontology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuyu Fang
- Department of Gerontology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mingzhu Lian
- Department of Gerontology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Changxiao Zhang
- Department of Gerontology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiahuan Lu
- Department of Gerontology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kai Sheng
- Department of Gerontology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| |
Collapse
|
44
|
Ruan ML, Ni WX, Chu JCH, Lam TL, Law KC, Zhang Y, Yang G, He Y, Zhang C, Fung YME, Liu T, Huang T, Lok CN, Chan SLF, Che CM. Iridium(III) carbene complexes as potent girdin inhibitors against metastatic cancers. Proc Natl Acad Sci U S A 2024; 121:e2316615121. [PMID: 38861602 PMCID: PMC11194514 DOI: 10.1073/pnas.2316615121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 04/27/2024] [Indexed: 06/13/2024] Open
Abstract
Many cancer-driving protein targets remain undruggable due to a lack of binding molecular scaffolds. In this regard, octahedral metal complexes with unique and versatile three-dimensional structures have rarely been explored as inhibitors of undruggable protein targets. Here, we describe antitumor iridium(III) pyridinium-N-heterocyclic carbene complex 1a, which profoundly reduces the viability of lung and breast cancer cells as well as cancer patient-derived organoids at low micromolar concentrations. Compound 1a effectively inhibits the growth of non-small-cell lung cancer and triple-negative breast cancer xenograft tumors, impedes the metastatic spread of breast cancer cells, and can be modified into an antibody-drug conjugate payload to achieve precise tumor delivery in mice. Identified by thermal proteome profiling, an important molecular target of 1a in cellulo is Girdin, a multifunctional adaptor protein that is overexpressed in cancer cells and unequivocally serves as a signaling hub for multiple pivotal oncogenic pathways. However, specific small-molecule inhibitors of Girdin have not yet been developed. Notably, 1a exhibits high binding affinity to Girdin with a Kd of 1.3 μM and targets the Girdin-linked EGFR/AKT/mTOR/STAT3 cancer-driving pathway, inhibiting cancer cell proliferation and metastatic activity. Our study reveals a potent Girdin-targeting anticancer compound and demonstrates that octahedral metal complexes constitute an untapped library of small-molecule inhibitors that can fit into the ligand-binding pockets of key oncoproteins.
Collapse
Affiliation(s)
- Mei-Ling Ruan
- Laboratory for Synthetic Chemistry and Chemical Biology Limited, Hong Kong Science Park, Shatin, Hong Kong, China
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
- National Key Laboratory of Green Pesticide, College of Chemistry, Central China Normal University, Wuhan430079, China
| | - Wen-Xiu Ni
- Department of Medicinal Chemistry, Shantou University Medical College, Shantou515041, Guangdong, China
- Chemistry and Chemical Engineering of Guangdong Laboratory, Shantou515041, Guangdong, China
| | - Jacky C. H. Chu
- Laboratory for Synthetic Chemistry and Chemical Biology Limited, Hong Kong Science Park, Shatin, Hong Kong, China
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Tsz-Lung Lam
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Kwok-Chung Law
- Laboratory for Synthetic Chemistry and Chemical Biology Limited, Hong Kong Science Park, Shatin, Hong Kong, China
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Yiwei Zhang
- Laboratory for Synthetic Chemistry and Chemical Biology Limited, Hong Kong Science Park, Shatin, Hong Kong, China
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Guanya Yang
- AI And Life Sciences Institute (Hong Kong) Limited, Hong Kong Science Park, Shatin, Hong Kong, China
| | - Ying He
- AI And Life Sciences Institute (Hong Kong) Limited, Hong Kong Science Park, Shatin, Hong Kong, China
| | - Chunlei Zhang
- Laboratory for Synthetic Chemistry and Chemical Biology Limited, Hong Kong Science Park, Shatin, Hong Kong, China
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Yi Man Eva Fung
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Tao Liu
- Department of Medicinal Chemistry, Shantou University Medical College, Shantou515041, Guangdong, China
- Chemistry and Chemical Engineering of Guangdong Laboratory, Shantou515041, Guangdong, China
| | - Tao Huang
- Department of Medicinal Chemistry, Shantou University Medical College, Shantou515041, Guangdong, China
- Chemistry and Chemical Engineering of Guangdong Laboratory, Shantou515041, Guangdong, China
| | - Chun-Nam Lok
- Laboratory for Synthetic Chemistry and Chemical Biology Limited, Hong Kong Science Park, Shatin, Hong Kong, China
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Sharon Lai-Fung Chan
- Department of Applied Biology and Chemical Biology, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China
| | - Chi-Ming Che
- Laboratory for Synthetic Chemistry and Chemical Biology Limited, Hong Kong Science Park, Shatin, Hong Kong, China
- State Key Laboratory of Synthetic Chemistry and Department of Chemistry, The University of Hong Kong, Pokfulam, Hong Kong, China
| |
Collapse
|
45
|
Zhao Y, Zhu S, Li Y, Niu X, Shang G, Zhou X, Yin J, Bao B, Cao Y, Cheng F, Li Z, Wang R, Yao W. Integrated component identification, network pharmacology, and experimental verification revealed mechanism of Dendrobium officinale Kimura et Migo against lung cancer. J Pharm Biomed Anal 2024; 243:116077. [PMID: 38460276 DOI: 10.1016/j.jpba.2024.116077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 03/11/2024]
Abstract
BACKGROUND Dendrobium officinale Kimura et Migo (DO), a valuable Chinese herbal medicine, has been reported to exhibit potential effects in the prevention and treatment of lung cancer. However, its material basis and mechanism of action have not been comprehensively analyzed. PURPOSE The objective of this study was to preliminarily elucidate the active components and pharmacological mechanisms of DO in treating lung cancer, according to UPLC-Q/TOF-MS, HPAEC-PAD, network pharmacology, molecular docking, and experimental verification. METHODS The chemical components of DO were identified via UPLC-Q/TOF-MS, while the monosaccharide composition of Dendrobium officinale polysaccharide (DOP) was determined by HPAEC-PAD. The prospective active constituents of DO as well as their respective targets were predicted in the combined database of Swiss ADME and Swiss Target Prediction. Relevant disease targets for lung cancer were searched in OMIM, TTD, and Genecards databases. Further, the active compounds and potential core targets of DO against lung cancer were found by the C-T-D network and the PPI network, respectively. The core targets were then subjected to enrichment analysis in the Metascape database. The main active compounds were molecularly docked to the core targets and visualized. Finally, the viability of A549 cells and the relative quantity of associated proteins within the major signaling pathway were detected. RESULTS 249 ingredients were identified from DO, including 39 flavonoids, 39 bibenzyls, 50 organic acids, 8 phenanthrenes, 27 phenylpropanoids, 17 alkaloids, 17 amino acids and their derivatives, 7 monosaccharides, and 45 others. Here, 50 main active compounds with high degree values were attained through the C-T-D network, mainly consisting of bibenzyls and monosaccharides. Based on the PPI network analysis, 10 core targets were further predicted, including HSP90AA1, SRC, ESR1, CREBBP, MAPK3, AKT1, PIK3R1, PIK3CA, HIF1A, and HDAC1. The results of the enrichment analysis and molecular docking indicated a close association between the therapeutic mechanism of DO and the PI3K-Akt signaling pathway. It was confirmed that the bibenzyl extract and erianin could inhibit the multiplication of A549 cells in vitro. Furthermore, erianin was found to down-regulate the relative expressions of p-AKT and p-PI3K proteins within the PI3K-Akt signaling pathway. CONCLUSIONS This study predicted that DO could treat lung cancer through various components, multiple targets, and diverse pathways. Bibenzyls from DO might exert anti-lung cancer activity by inhibiting cancer cell proliferation and modulating the PI3K-Akt signaling pathway. A fundamental reference for further studies and clinical therapy was given by the above data.
Collapse
Affiliation(s)
- Yan Zhao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Shuaitao Zhu
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Yuan Li
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Xuan Niu
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Guanxiong Shang
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Xiaoqi Zhou
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Jiu Yin
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Beihua Bao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Yudan Cao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Fangfang Cheng
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| | - Zhipeng Li
- Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu 210009, China.
| | - Ran Wang
- China Tobacco Anhui Industrial Co., Ltd., Hefei, Anhui 210088, China.
| | - Weifeng Yao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China.
| |
Collapse
|
46
|
Saha T, Fojtů M, Nagar AV, Thurakkal L, Srinivasan BB, Mukherjee M, Sibiyon A, Aggarwal H, Samuel A, Dash C, Jang HL, Sengupta S. Antibody nanoparticle conjugate-based targeted immunotherapy for non-small cell lung cancer. SCIENCE ADVANCES 2024; 10:eadi2046. [PMID: 38875335 PMCID: PMC11177938 DOI: 10.1126/sciadv.adi2046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 05/09/2024] [Indexed: 06/16/2024]
Abstract
The use of immune checkpoint inhibitors, which activate T cells, is a paradigm shift in the treatment of non-small cell lung cancer. However, the overall response remains low. To address this limitation, here we describe a novel platform, termed antibody-conjugated drug-loaded nanotherapeutics (ADN), which combines immunotherapy and molecularly targeted therapy. An ADN was designed with an anti-CD47 and anti-programmed death ligand 1 (PDL1) antibody pair on the surface of the nanoparticle and a molecularly targeted inhibitor of the PI3K (phosphatidylinositol 3-kinase)/AKT/mTOR (mammalian target of rapamycin) pathway, PI103, entrapped in the nanoparticle. The anti-CD47-PDL1-ADN exhibited greater antitumor efficacy than current treatment options with a PDL1 inhibitor in vivo in an aggressive lung cancer immunocompetent mouse model. Dual antibody-drug-loaded nanotherapeutics can emerge as an attractive platform to improve outcomes with cancer immunotherapy.
Collapse
Affiliation(s)
- Tanmoy Saha
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Michaela Fojtů
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Astha Vinay Nagar
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Liya Thurakkal
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Balaaji Baanupriya Srinivasan
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Meghma Mukherjee
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Astralina Sibiyon
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Heena Aggarwal
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Akash Samuel
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Chinmayee Dash
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Hae Lin Jang
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Shiladitya Sengupta
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Engineered Therapeutics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
| |
Collapse
|
47
|
Li Y, Yan W, Qin Y, Zhang L, Xiao S. The Anthraquinone Derivative C2 Enhances Oxaliplatin-Induced Cell Death and Triggers Autophagy via the PI3K/AKT/mTOR Pathway. Int J Mol Sci 2024; 25:6468. [PMID: 38928176 PMCID: PMC11204169 DOI: 10.3390/ijms25126468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 06/03/2024] [Accepted: 06/05/2024] [Indexed: 06/28/2024] Open
Abstract
Chemotherapy resistance in cancer is an essential factor leading to high mortality rates. Tumor multidrug resistance arises as a result of the autophagy process. Our previous study found that compound 1-nitro-2 acyl anthraquinone-leucine (C2) exhibited excellent anti-colorectal cancer (CRC) activity involving autophagy and apoptosis-related proteins, whereas its underlying mechanism remains unclear. A notable aspect of this study is how C2 overcomes the multidrug susceptibility of HCT116/L-OHP, a colon cancer cell line that is resistant to both in vitro and in vivo oxaliplatin (trans-/-diaminocyclohexane oxalatoplatinum; L-OHP). In a xenograft tumor mouse model, we discovered that the mixture of C2 and L-OHP reversed the resistance of HCT116/L-OHP cells to L-OHP and inhibited tumor growth; furthermore, C2 down-regulated the gene expression levels of P-gp and BCRP and decreased P-gp's drug efflux activity. It is important to note that while C2 re-sensitized the HCT116/L-OHP cells to L-OHP for apoptosis, it also triggered a protective autophagic pathway. The expression levels of cleaved caspase-3 and Beclin 1 steadily rose. Expression of PI3K, phosphorylated AKT, and mTOR were decreased, while p53 increased. We demonstrated that the anthraquinone derivative C2 acts as an L-OHP sensitizer and reverses resistance to L-OHP in HCT116/L-OHP cells. It suggests that C2 can induce autophagy in HCT116/L-OHP cells by mediating p53 and the PI3K/AKT/mTOR signaling pathway.
Collapse
Affiliation(s)
- Yuying Li
- Key Laboratory of Chemical Biology and Molecular Engineering of Education Ministry, Shanxi Key Laboratory of Biotechnology, Institute of Biotechnology, Shanxi University, Taiyuan 030006, China; (W.Y.); (Y.Q.)
| | - Wei Yan
- Key Laboratory of Chemical Biology and Molecular Engineering of Education Ministry, Shanxi Key Laboratory of Biotechnology, Institute of Biotechnology, Shanxi University, Taiyuan 030006, China; (W.Y.); (Y.Q.)
| | - Yu Qin
- Key Laboratory of Chemical Biology and Molecular Engineering of Education Ministry, Shanxi Key Laboratory of Biotechnology, Institute of Biotechnology, Shanxi University, Taiyuan 030006, China; (W.Y.); (Y.Q.)
| | - Liwei Zhang
- Key Laboratory of Chemical Biology and Molecular Engineering of Education Ministry, Institute of Molecular Science, Shanxi University, Taiyuan 030006, China;
| | - Sheng Xiao
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| |
Collapse
|
48
|
Tian P, Du D, Yang L, Zhou N, Tao L. Lentinan mitigates pemetrexed chemoresistance by the PI3K/Akt pathway in non-small cell lung cancer. Cell Biochem Biophys 2024; 82:1421-1431. [PMID: 38750384 DOI: 10.1007/s12013-024-01296-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/24/2024] [Indexed: 08/25/2024]
Abstract
Pemetrexed is a folate analog metabolic inhibitor that is given for therapy of non-small cell lung cancer (NSCLC). Drug resistance affects the efficacy of pemetrexed in NSCLC. Lentinan is a polysaccharide extracted from Shiitake mushrooms which has antitumor roles in multiple cancers, including lung cancer. However, the effects of lentinan on pemetrexed resistance in NSCLC remain unclear. In present study, The pemetrexed-resistant NSCLC cells were established and exposed to pemetrexed and lentinan. Oxidative stress was investigated via mitochondrial membrane potential (JC-1 staining), levels of MDA and SOD.The phosphorylation and total of PI3K and Akt levels were actuated using specific activator 740Y-P and measured through western blot. We observed that Lentinan decreased IC50 of pemetrexed in resistant NSCLC cells. Lentinan aggravated pemetrexed-induced proliferation inhibition of resistant NSCLC cells via reducing PCNA levels. Lentinan exacerbated pemetrexed-triggered oxidative stress through increasing ROS and MDA levels, and reducing mitochondrial membrane potential and SOD levels. Lentinan inhibited PI3K/Akt signaling activation in pemetrexed-treated cells. Activated PI3K/Akt pathway using activator 740Y-P reversed the effects of lentinan on pemetrexed-mediated proliferation inhibition and oxidative stress. Our findings uncover that Lentinan mitigates pemetrexed resistance in NSCLC through inhibiting cell proliferation and inducing oxidative stress by suppressing PI3K/Akt signaling.
Collapse
Affiliation(s)
- Ping Tian
- School of Medical, Xinyang Vocational and Technical College, Xinyang, 464000, Henan, China
| | - Dajun Du
- Department of Cancer Surgery, Xinyang Central Hospital, Xinyang, 464000, Henan, China
| | - Li Yang
- School of Inspection, Xinyang Vocational and Technical College, Xinyang, 464000, Henan, China
| | - Nan Zhou
- Department of Medical Oncology, Xinyang Central Hospital, Xinyang, 464000, Henan, China
| | - Ling Tao
- School of Inspection, Xinyang Vocational and Technical College, Xinyang, 464000, Henan, China.
| |
Collapse
|
49
|
Li Q, Wang T, Zhou Y, Shi J. Cuproptosis in lung cancer: mechanisms and therapeutic potential. Mol Cell Biochem 2024; 479:1487-1499. [PMID: 37480450 DOI: 10.1007/s11010-023-04815-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/15/2023] [Indexed: 07/24/2023]
Abstract
Cuproptosis, a recently identified form of cell death that differs from other forms, is induced by the disruption of the binding of copper to mitochondrial respiratory acylation components. Inducing cell cuproptosis and targeting cell copper death pathways are considered potential directions for treating tumor diseases. We have provided a detailed introduction to the metabolic process of copper. In addition, this study attempts to clarify and summarize the relationships between cuproptosis and therapeutic targets and signaling pathways of lung cancer. This review aims to summarize the theoretical achievements for translating the results of lung cancer and cuproptosis experiments into clinical treatment.
Collapse
Affiliation(s)
- Qixuan Li
- Medical School of Nantong University, Nantong University, Nantong, 226001, China
- Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China
| | - Tianyi Wang
- Medical School of Nantong University, Nantong University, Nantong, 226001, China
- Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China
| | - Youlang Zhou
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China
| | - Jiahai Shi
- Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China.
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China.
- School of Public Health, Nantong University, Nantong, 226001, Jiangsu, China.
| |
Collapse
|
50
|
Xu J, Tian L, Qi W, Lv Q, Wang T. Advancements in NSCLC: From Pathophysiological Insights to Targeted Treatments. Am J Clin Oncol 2024; 47:291-303. [PMID: 38375734 PMCID: PMC11107893 DOI: 10.1097/coc.0000000000001088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
Abstract
With the global incidence of non-small cell lung cancer (NSCLC) on the rise, the development of innovative treatment strategies is increasingly vital. This review underscores the pivotal role of precision medicine in transforming NSCLC management, particularly through the integration of genomic and epigenomic insights to enhance treatment outcomes for patients. We focus on the identification of key gene mutations and examine the evolution and impact of targeted therapies. These therapies have shown encouraging results in improving survival rates and quality of life. Despite numerous gene mutations being identified in association with NSCLC, targeted treatments are available for only a select few. This paper offers an exhaustive analysis of the pathogenesis of NSCLC and reviews the latest advancements in targeted therapeutic approaches. It emphasizes the ongoing necessity for research and development in this domain. In addition, we discuss the current challenges faced in the clinical application of these therapies and the potential directions for future research, including the identification of novel targets and the development of new treatment modalities.
Collapse
Affiliation(s)
- Jianan Xu
- College of Traditional Chinese Medicine, Changchun University of Chinese Medicine
| | - Lin Tian
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
| | - Wenlong Qi
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
| | - Qingguo Lv
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
| | - Tan Wang
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
| |
Collapse
|