1.Construction of Lung Adenocarcinoma Prognosis Model and Drug Sensitivity Analysis Based on Cuproptosis Related Genes.
Jihong SUN ; Hanwen ZHANG ; Haoran LIU ; Yuqing DONG ; Pingyu WANG
Chinese Journal of Lung Cancer 2023;26(8):591-604
BACKGROUND:
Lung cancer is one of the most common malignant tumors in the world, and the current lung cancer screening and treatment strategies are constantly improving, but its 5-year survival rate is still very low, which seriously endangers human health. Therefore, it is critical to explore new biomarkers to provide personalized treatment and improve the prognosis. Cuproptosis is a newly discovered type of cell death, which is due to the accumulation of excess copper ions in the cell, eventually leading to cell death, which has been suggested by studies to be closely related to the occurrence and development of lung adenocarcinoma (LUAD). Based on The Cancer Genome Atlas (TCGA) database, this study explored the association between cuproptosis-related genes (CRGs) and LUAD prognosis, established a prognostic risk model, and analyzed the interaction between CRGs and LUAD immune cell infiltration.
METHODS:
The RNA-seq data of LUAD tissue and paracancerous or normal lung tissue were downloaded from the TCGA database; the RNA-seq data of normal lung tissue was downloaded from the Genotype-tissue Expression (GTEx) database, and the data of 462 lung adenocarcinoma cases were downloaded from the Gene Expression Omnibus repository (GEO) as verification. T the risk score model to assess prognosis was constructed by univariate Cox and Lasso-Cox regression analysis, and the predictive ability of the model was evaluated by receiver operating characteristic (ROC) curve and calibration curve. Immune-related and drug susceptibility analysis was further performed on high- and low-risk groups.
RESULTS:
A total of 1656 CRGs and 1356 differentially expressed CRGs were obtained, and 13 CRGs were screened out based on univariate Cox and Lasso-Cox regression analysis to construct a prognostic risk model, and the area under the curves (AUCs) of ROC curves 1-, 3- and 5- year were 0.749, 0.740 and 0.689, respectively. Further study of immune-related functions and immune checkpoint differential analysis between high- and low-risk groups was done. High-risk groups were more sensitive to drugs such as Savolitinib, Palbociclib, and Cytarabine and were more likely to benefit from immunotherapy.
CONCLUSIONS
The risk model constructed based on 13 CRGs has good prognostic value, which can assist LUAD patients in individualized treatment, and provides an important theoretical basis for the treatment and prognosis of LUAD.
Humans
;
Adenocarcinoma/genetics*
;
Adenocarcinoma of Lung/genetics*
;
Early Detection of Cancer
;
Lung Neoplasms/genetics*
;
Prognosis
;
Copper
;
Apoptosis
4.Amplification of c-erbB-2 proto-oncogene in cancer foci, adjacent normal, metastatic and normal tissues of human primary gastric adenocarcinomas.
Jun Suk KIM ; Chul Won CHOI ; Byung Soo KIM ; Sang Won SHIN ; Yeul Hong KIM ; Yong Jae MOK ; Jong Suk KIM ; Bum Hwan KOO
Journal of Korean Medical Science 1997;12(4):311-315
Genetic damages are frequently found in both tumor and normal cells at carcinogen exposed areas in the patients with upper aerodigestive tract cancer. These phenomena are explained by the multistage process and/or field cancerization theories. The c-erbB-2 proto-oncogene has been amplified in many human tumors including breast, stomach, kidney and lung cancers. To study the possible evidence of multistage process and/or field cancerization in the development of gastric adenocarcinoma, the amplification statuses of c-erbB-2 proto-oncogene using the Southern hybridization technique were evaluated at the 45 gastric adenocarcinoma specimen sets consisting of tumor tissue, adjacent normal tissue (within 2 cm of the primary tumor), metastatic tissue and normal stomach tissue (at least 5 cm away from primary tumor). As a result, c-erbB-2 proto-oncogene at 2 specimen sets (4.4%) was amplified 2- to 4-fold to normal control status. In these 2 cases, c-erbB-2 proto-oncogene at histologically normal tissue adjacent to tumor tissue was amplified. And, the metastatic tissue of 1 case also exhibited c-erbB-2 proto-oncogene amplification of which the degree was less than that of tumor tissue. From these results, we were able to suspect that c-erbB-2 proto-oncogene amplification in the normal tissue adjacent to tumor tissue could be a biomarker of premalignant changes in a small proportion of gastric adenocarcinoma patients. And, this result might suggest the possible role of multistage process and/or field cancerization in the development of gastric adenocarcinoma.
Adenocarcinoma/secondary
;
Adenocarcinoma/genetics*
;
Blotting, Southern
;
Cell Differentiation/genetics
;
Gene Amplification
;
Genes, erbB-2*
;
Human
;
Reference Values
;
Stomach Neoplasms/genetics*
5.Identification of SULF1 as a Shared Gene in Idiopathic Pulmonary Fibrosis and Lung Adenocarcinoma.
Junyi WANG ; Lu LU ; Xiang HE ; Lijuan MA ; Tao CHEN ; Guoping LI ; Haijie YU
Chinese Journal of Lung Cancer 2023;26(9):669-683
BACKGROUND:
Idiopathic pulmonary fibrosis (IPF) is an idiopathic chronic, progressive interstitial lung disease with a diagnosed median survival of 3-5 years. IPF is associated with an increased risk of lung cancer. Therefore, exploring the shared pathogenic genes and molecular pathways between IPF and lung adenocarcinoma (LUAD) holds significant importance for the development of novel therapeutic approaches and personalized precision treatment strategies for IPF combined with lung cancer.
METHODS:
Bioinformatics analysis was conducted using publicly available gene expression datasets of IPF and LUAD from the Gene Expression Omnibus (GEO) database. Weighted gene co-expression network analysis was employed to identify common genes involved in the progression of both diseases, followed by functional enrichment analysis. Subsequently, additional datasets were used to pinpoint the core shared genes between the two diseases. The relationship between core shared genes and prognosis, as well as their expression patterns, clinical relevance, genetic characteristics, and immune-related functions in LUAD, were analyzed using The Cancer Genome Atlas (TCGA) database and single-cell RNA sequencing datasets. Finally, potential therapeutic drugs related to the identified genes were screened through drug databases.
RESULTS:
A total of 529 shared genes between IPF and LUAD were identified. Among them, SULF1 emerged as a core shared gene associated with poor prognosis. It exhibited significantly elevated expression levels in LUAD tissues, concomitant with high mutation rates, genomic heterogeneity, and an immunosuppressive microenvironment. Subsequent single-cell RNA-seq analysis revealed that the high expression of SULF1 primarily originated from tumor-associated fibroblasts. This study further demonstrated an association between SULF1 expression and tumor drug sensitivity, and it identified potential small-molecule drugs targeting SULF1 highly expressed fibroblasts.
CONCLUSIONS
This study identified a set of shared molecular pathways and core genes between IPF and LUAD. Notably, SULF1 may serve as a potential immune-related biomarker and therapeutic target for both diseases.
Humans
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Lung Neoplasms/genetics*
;
Adenocarcinoma of Lung/genetics*
;
Idiopathic Pulmonary Fibrosis/genetics*
;
Adenocarcinoma
;
Cancer-Associated Fibroblasts
;
Prognosis
;
Tumor Microenvironment
;
Sulfotransferases
6.Identification and Analysis of SND1 as an Oncogene and Prognostic Biomarker for Lung Adenocarcinoma.
Ruihao ZHANG ; Hua HUANG ; Guangsheng ZHU ; Di WU ; Chen CHEN ; Peijun CAO ; Chen DING ; Hongyu LIU ; Jun CHEN ; Yongwen LI
Chinese Journal of Lung Cancer 2024;27(1):25-37
BACKGROUND:
Transcription factor (TF) can bind specific sequences that either promotes or represses the transcription of target genes, and exerts important effects on tumorigenesis, migration, invasion. Staphylococcal nuclease-containing structural domain 1 (SND1), which is a transcriptional co-activator, is considered as a promising target for tumor therapy. However, its role in lung adenocarcinoma (LUAD) remains unclear. This study aims to explore the role of SND1 in LUAD.
METHODS:
Data from The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO), Clinical Proteomic Tumor Analysis Consortium (CPTAC), and Human Protein Atlas (HPA) database was obtained to explore the association between SND1 and the prognosis, as well as the immune cell infiltration, and subcellular localization in LUAD tissues. Furthermore, the functional role of SND1 in LUAD was verified in vitro. EdU assay, CCK-8 assay, flow cytometry, scratch assay, Transwell assay and Western blot were performed.
RESULTS:
SND1 was found to be upregulated and high expression of SND1 is correlated with poor prognosis of LUAD patients. In addition, SND1 was predominantly present in the cytoplasm of LUAD cells. Enrichment analysis showed that SND1 was closely associated with the cell cycle, as well as DNA replication, and chromosome segregation. Immune infiltration analysis showed that SND1 was closely associated with various immune cell populations, including T cells, B cells, cytotoxic cells and dendritic cells. In vitro studies demonstrated that silencing of SND1 inhibited cell proliferation, invasion and migration of LUAD cells. Besides, cell cycle was blocked at G1 phase by down-regulating SND1.
CONCLUSIONS
SND1 might be an important prognostic biomarker of LUAD and may promote LUAD cells proliferation and migration.
Humans
;
Prognosis
;
Proteomics
;
Lung Neoplasms/genetics*
;
Oncogenes
;
Adenocarcinoma of Lung/genetics*
;
Biomarkers
;
Endonucleases/genetics*
7.Immunohistochemical evaluation of mutant p53 protein over-expression in non-mucinous adenocarcinoma in-situ and invasive adenocarcinoma, NOS of lung.
Yayan CUI ; Jie ZHANG ; Jiping DA ; Honglei ZHANG ; Dong CHEN
Chinese Journal of Pathology 2015;44(3):175-178
OBJECTIVETo study the over-expression of mutant p53 protein in non-mucinous adenocarcinoma in-situ (NMAIS) and invasive adenocarcinoma, NOS of lung.
METHODSImmunohistochemical study for p53 protein was performed on 17 cases of NMAIS and 70 cases of invasive adenocarcinoma, NOS of lung. The difference in p53 over-expression between the two tumor subtypes was analyzed.
RESULTSThe over-expression of mutant p53 protein was observed in 0 case (0%) of NMAIS and 37 cases (52.9%) of invasive adenocarcinoma, NOS of lung. The difference was of statistical significance (P = 0.000).
CONCLUSIONMutant p53 protein over-expression may play a role in the progression of NMAIS to invasive adenocarcinoma, NOS.
Adenocarcinoma ; metabolism ; Adenocarcinoma in Situ ; metabolism ; Humans ; Immunohistochemistry ; Mutant Proteins ; genetics ; metabolism ; Tumor Suppressor Protein p53 ; genetics ; metabolism
8.Comprehensive Analysis of the Relationship between m6A Methylation Patterns and Immune Microenvironment in Lung Adenocarcinoma.
Ji KE ; Jian CUI ; Xingguo YANG ; Xin DU ; Bobo MA ; Lei YU
Chinese Journal of Lung Cancer 2022;25(5):311-322
BACKGROUND:
m6A RNA methylation modification plays an important role in the occurrence and progression of lung cancer and regulates tumor immunity. Current studies mostly focus on the differential expression of some specific m6A effectors and infiltrating immune cell. m6A methylation modification is the result of mutual adjustment and balance between effectors, and changes in the expression of one or two effectors are far from enough to reflect the panorama of m6A methylation. The role of m6A in the immune microenvironment of lung adenocarcinoma (LUAD) is still poorly understood. The aim of this study is to investigate the effect of different m6A modification patterns in immune microenvironment of LUAD.
METHODS:
LUAD data was obtained from The Cancer Genome Atlas (TCGA), University of California Santa Cruz Xena (UCSC Xena) and Gene Expression Omnibus (GEO) databases. Gene mutation, differential expression and survival analysis were performed for 24 m6A effectors. The m6A modification pattern was constructed by unsupervised clustering method, and the m6A clusters survival analysis, gene set variation analysis, immune score and immune cell infiltration analysis were performed. The association between LRPPRC protein expression levels and infiltration of CD8+ cytotoxic T lymphocytes and CD68+ macrophages in the tumor microenvironment was validated by immunohistochemistry in LUAD tissue microarray with 68 cases.
RESULTS:
The mutations of m6A effector were found in 150 of 567 LUAD cases with a frequency of 26.46%. 6 readers and 3 writers were significantly up regulated in LUAD tissues compared with normal tissues. IGF2BP1 and HNRNPC are the independent risk factors for prognosis of LUAD. Abundant cross-talks among writers, erasers and readers were demonstrated. Three m6A modification patterns with different immune cell infiltration characteristics and clinical prognosis were established. Among m6A effectors, LRPPRC was found to be inversely associated with the infiltration of CD8+ cytotoxic T lymphocytes and CD68+ macrophages, and was validated in 68 LUAD tissues.
CONCLUSIONS
m6A modification patterns play non-negligible roles in regulating the immune microenvironment. LRPPRC has potential to be a new biomarker for checkpoint inhibitor immunotherapy.
Adenocarcinoma/genetics*
;
Adenocarcinoma of Lung/pathology*
;
Adenosine/metabolism*
;
Gene Expression Regulation, Neoplastic
;
Humans
;
Lung Neoplasms/pathology*
;
Methylation
;
Tumor Microenvironment/genetics*
9.Correlation of circulating tumor DNA EGFR mutation levels with clinical outcomes in patients with advanced lung adenocarcinoma.
Xiang-Liang LIU ; Ri-Lan BAI ; Xiao CHEN ; Yu-Guang ZHAO ; Xu WANG ; Ke-Wei MA ; Hui-Min TIAN ; Fu-Jun HAN ; Zi-Ling LIU ; Lei YANG ; Wei LI ; Fei GAI ; Jiu-Wei CUI
Chinese Medical Journal 2021;134(20):2430-2437
BACKGROUND:
Circulating tumor DNA (ctDNA) is a promising biomarker for non-invasive epidermal growth factor receptor mutations (EGFRm) detection in lung cancer patients, but existing methods have limitations in sensitivity and availability. In this study, we used the ΔCt value (mutant cycle threshold [Ct] value-internal control Ct value) generated during the polymerase chain reaction (PCR) assay to convert super-amplification-refractory mutation system (superARMS) from a qualitative method to a semi-quantitative method named reformed-superARMS (R-superARMS), and evaluated its performance in detecting EGFRm in plasma ctDNA in patients with advanced lung adenocarcinoma.
METHODS:
A total of 41 pairs of tissues and plasma samples were obtained from lung adenocarcinoma patients who had known EGFRm in tumor tissue and were previously untreated. EGFRm in ctDNA was identified by using superARMS. Through making use of ΔCt value generated during the detection process of superARMS, we indirectly transform this qualitative detection method into a semi-quantitative PCR detection method, named R-superARMS. Both qualitative and quantitative analyses of the data were performed. Kaplan-Meier analysis was performed to estimate the progression-free survival (PFS) and overall survival (OS). Fisher exact test was used for categorical variables.
RESULTS:
The concordance rate of EGFRm in tumor tissues and matched plasma samples was 68.3% (28/41). At baseline, EGFRm-positive patients were divided into two groups according to the cut-off ΔCt value of EGFRm set at 8.11. A significant difference in the median OS (mOS) between the two groups was observed (EGFRm ΔCt ≤8.11 vs. >8.11: not reached vs. 11.0 months; log-rank P = 0.024). Patients were divided into mutation clearance (MC) group and mutation incomplete clearance (MIC) group according to whether the ΔCt value of EGFRm test turned negative after 1 month of treatment. We found that there was also a significant difference in mOS (not reached vs. 10.4 months; log-rank P = 0.021) between MC group and MIC group. Although there was no significant difference in PFS between the two groups, the two curves were separated and the PFS of MC group tended to be higher than the MIC group (not reached vs. 27.5 months; log-rank P = 0.088). Furthermore, EGFRm-positive patients were divided into two groups according to the cut-off of the changes in ΔCt value of EGFRm after 1 month of treatment, which was set at 4.89. A significant difference in the mOS between the two groups was observed (change value of ΔCt >4.89 vs. ≤4.89: not reached vs. 11.0 months; log-rank P = 0.014).
CONCLUSIONS
Detecting EGFRm in ctDNA using R-superARMS can identify patients who are more likely sensitive to targeted therapy, reflect the molecular load of patients, and predict the therapeutic efficacy and clinical outcomes of patients.
Adenocarcinoma of Lung/genetics*
;
Circulating Tumor DNA/genetics*
;
ErbB Receptors/genetics*
;
Humans
;
Lung Neoplasms/genetics*
;
Mutation/genetics*
;
Protein Kinase Inhibitors
10.miR-218-5p Targeting TPX2 Regulates p53 Pathway and Inhibits Malignant Progression of Lung Adenocarcinoma.
Chinese Journal of Lung Cancer 2023;26(10):721-731
BACKGROUND:
Lung adenocarcinoma (LUAD) is a major subtype of lung cancer, and its treatment and diagnosis remain a hot research topic. Targeting protein for Xenopus kinesin-like protein 2 (TPX2) is highly expressed in a variety of cancer cells and may be associated with the progression of LUAD. This study aimed to investigate the effect of TPX2 on the malignant progression of LUAD cells and the regulatory mechanisms.
METHODS:
The expression of gene TPX2 in LUAD tissues from The Cancer Genome Atlas (TCGA) database was analyzed by bioinformatics analysis techniques. Quantitative real-time polymerase chain reaction (qRT-PCR) was used to detect the expression levels of TPX2 and miR-218-5p in human lung normal cell lines and human LUAD cell lines. Western blot was used to detect TPX2 protein expression in cell lines and its effect on the expression of key proteins in the p53 signaling pathway. The relationship between TPX2 and miR-218-5p was predicted using bioinformatics and verified by dual luciferase reporter gene assay. Cell counting kit-8 (CCK-8) assay, cell clone formation, cell scratching, Transwell assay, and flow cytometry were used to detect the effects of miR-218-5p and TPX2 on LUAD cell function.
RESULTS:
TPX2 was significantly overexpressed in LUAD cells, and knockdown of TPX2 inhibited LUAD cell proliferation, migration, and invasion, promoted apoptosis and induced G2/M phase block, and promoted the expression of key proteins in the p53 signaling pathway. miR-218-5p, an upstream regulator of TPX2, could inhibit its expression. Overexpression of miR-218-5p eliminated the malignant development caused by high expression of TPX2, inhibited the malignant processes of LUAD cells such as proliferation and migration as well as promoted the p53 signaling pathway.
CONCLUSIONS
miR-218-5p targets and inhibits TPX2 expression and exerts an inhibitory effect on the malignant progression of LUAD cells via p53.
Humans
;
Lung Neoplasms/genetics*
;
Tumor Suppressor Protein p53/genetics*
;
Adenocarcinoma of Lung/genetics*
;
Adenocarcinoma/genetics*
;
Cell Proliferation/genetics*
;
MicroRNAs/genetics*
;
Cell Movement/genetics*
;
Gene Expression Regulation, Neoplastic
;
Cell Line, Tumor
;
Microtubule-Associated Proteins/genetics*
;
Cell Cycle Proteins/genetics*