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Liang W, Zhou Z, Gao Q, Zhu Z, Zhu J, Lin J, Wen Y, Qian F, Wang L, Zhai Y, Lv J, Zhang H, Zhong F, Du H. Tumor-derived Prevotella intermedia aggravates gastric cancer by enhancing Perilipin 3 expression. Cancer Sci 2024; 115:1141-1153. [PMID: 38287724 PMCID: PMC11007001 DOI: 10.1111/cas.16080] [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: 11/04/2023] [Revised: 12/20/2023] [Accepted: 01/07/2024] [Indexed: 01/31/2024] Open
Abstract
The indigenous microbial milieu within tumorous tissues exerts a pivotal influence on the genesis and advancement of gastric cancer (GC). This investigation scrutinizes the functions and molecular mechanisms attributed to Prevotella intermedia in the malignant evolution of GC. Isolation of P. intermedia from paired GC tissues was undertaken. Quantification of P. intermedia abundance in 102 tissues was accomplished using quantitative real-time PCR (qRT-PCR). Assessment of the biological effects of P. intermedia on GC cells was observed using culture medium supernatant. Furthermore, the protein profile of GC cells treated with tumor-derived P. intermedia was examined through label-free protein analysis. The functionality of perilipin 3 (PLIN3) was subsequently confirmed using shRNA. Our investigation revealed that the relative abundance of P. intermedia in tumor tissues significantly surpassed that of corresponding healthy tissues. The abundance of P. intermedia exhibited correlations with tumor differentiation (p = 0.006), perineural invasion (p = 0.004), omentum majus invasion (p = 0.040), and the survival duration of GC patients (p = 0.042). The supernatant derived from tumor-associated P. intermedia bolstered the proliferation, clone formation, migration, and invasion of GC cells. After indirect co-cultivation with tumor-derived P. intermedia, dysregulation of 34 proteins, including PLIN3, was discerned in GC cells. Knockdown of PLIN3 mitigated the malignancy instigated by P. intermedia in GC cells. Our findings posit that P. intermedia from the tumor microenvironment plays a substantial role in the malignant progression of GC via the modulation of PLIN3 expression. Moreover, the relative abundance of P. intermedia might serve as a potential biomarker for the diagnosis and prognosis of GC.
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Affiliation(s)
- Wei Liang
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu SchoolNanjing Medical UniversitySuzhouJiangsuChina
| | - Zhengyang Zhou
- Department of General SurgeryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Qizhao Gao
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Zhichen Zhu
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Jie Zhu
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Jiayao Lin
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Yicheng Wen
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Feinan Qian
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Liang Wang
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Yaxuan Zhai
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Jingnan Lv
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Haifang Zhang
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Fengyun Zhong
- Department of General SurgeryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Hong Du
- Department of Clinical LaboratoryThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
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Xia B, Gu X, Xu T, Yan M, Huang L, Jiang C, Li M, Zhai G, Zhang G, Wu J, Zhou Y, Sun C, Liang W. Exosomes-mediated transfer of LINC00691 regulates the formation of CAFs and promotes the progression of gastric cancer. BMC Cancer 2023; 23:928. [PMID: 37784036 PMCID: PMC10544540 DOI: 10.1186/s12885-023-11373-5] [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: 03/01/2023] [Accepted: 09/04/2023] [Indexed: 10/04/2023] Open
Abstract
OBJECTIVE Gastric cancer (GC) is one of the malignant tumors with the highest mortality worldwide. Our previous studies have revealed that LINC00691 is up-regulated in serum of GC patients as a novel potential biomarker for GC diagnosis and prognosis. However, the roles of serum exosomal LINC00691 in GC has not been clarified. This study aimed to find the expression pattern of serum exosomal LINC00691 in GC patients and the correlation between the level of serum exosomal LINC00691 and the pathology of gastric cancer patients. METHODS We collected the serum of 94 GC patients before surgery and extracted exosomes to detect the expression level of exosomal LINC00691, with 21 healthy volunteers and 17 patients with benign gastric diseases as controls. Surgical GC tissues and paired healthy tissues were collected to culture primary cancer-associated fibroblasts (CAFs) and normal fibroblasts (NFs). We then treated NFs with LINC00691-rich GC cell culture supernatant or exosomes and detected the activation markers and biological functions of the fibroblasts. RESULTS The results of real-time qPCR indicated that the serum exosomal LINC00691 of GC patients was significantly higher than that of healthy subjects and patients with benign gastric diseases, and was associated with the clinicopathology of GC patients. More interestingly, when the NFs were treated with GC exosomes, the level of LINC00691 was significantly increased, the cell proliferation and migration were noticeably enhanced, and the ability to accelerate GC cell proliferation and invasion was promoted, which means that the induced fibroblasts gained the properties of CAFs. In addition, we found that knockdown of LINC00691 and the use of the JAK2/STAT3 signaling pathway inhibitor ruxolitinib effectively deprived exosome-containing GC cell supernatants of the effects on NFs. CONCLUSION Our study suggested that exosomal LINC00691 promoted NFs to gained the properties of CAFs depending on JAK2/STAT3 signaling pathway as a potential diagnostic biomarker for GC.
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Affiliation(s)
- Bin Xia
- Department of Laboratory Medicine, Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University, Suzhou, 215153, China
| | - Xiuyu Gu
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Tingting Xu
- Department of Laboratory Medicine, Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University, Suzhou, 215153, China
| | - Meina Yan
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Lan Huang
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Chun Jiang
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Meifen Li
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Guanghua Zhai
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Guoping Zhang
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Jian Wu
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China
| | - Yu Zhou
- Department of General Surgery, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China.
| | - Chunrong Sun
- Department of General Surgery, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China.
| | - Wei Liang
- Department of Laboratory Medicine, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, 215008, China.
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Wang J, Han X, Yuan Y, Gu H, Liao X, Jiang M. The Value of Dysregulated LncRNAs on Clinicopathology and Survival in Non-Small-Cell Lung Cancer: A Systematic Review and Meta-Analysis. Front Genet 2022; 13:821675. [PMID: 35450214 PMCID: PMC9016135 DOI: 10.3389/fgene.2022.821675] [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: 11/24/2021] [Accepted: 02/22/2022] [Indexed: 11/13/2022] Open
Abstract
Background: There is growing evidence that a number of lncRNAs are involved in the pathogenesis of non-small-cell lung cancer (NSCLC). However, studies on lncRNA expression in NSCLC patients are far from conclusive. Therefore, we performed a systematic review of such studies to collect and examine the evidence on the potential role of lncRNAs in the development of NSCLC. Methods: We systematically searched seven literature databases to identify all published studies that evaluated the expression of one or more lncRNAs in human samples with NSCLC (cases) and without NSCLC (controls) from January 1, 1995 to May 24, 2021. Quality assessment of studies was conducted by using the “Quality in Prognosis Studies” (QUIPS) tool, and the heterogeneity across studies was analyzed with the I-squared statistic and chi-square-based Q-tests. Either fixed or random-effect meta-analysis was performed to summarize effect size to investigate the association between lncRNA expression and overall survival (OS), disease-free survival (DFS), progression-free survival (PFS), and clinicopathological features. The R statistical software program was used to conduct standard meta-analysis. Results: We finally obtained 48 studies with 5,211 patients included in this review after screening. Among the 48 lncRNAs, 38 lncRNAs were consistently upregulated, and 10 were deregulated in patients with NSCLC compared with the control groups. The upregulated lncRNAs were positively associated with histological type: study number (n) = 18, odds ratio (OR) = 0.78, 95% CI: 0.65–0.95 and OR = 1.30, 95% CI: 1.08–1.57, p < 0.01; TNM stages: n = 20, OR = 0.41, 95% CI: 0.29–0.57 and OR = 2.44, 95% CI: 1.73–3.44, p < 0.01; lymph node metastasis: n = 29, OR = 0.49, 95% CI: 0.34–0.71 and OR = 2.04, 95% CI: 1.40–2.96, p < 0.01; differentiation grade: n = 6, OR = 0.61, 95% CI: 0.38–0.99 and OR = 1.63, 95% CI: 1.01–2.64, p < 0.01; distant metastasis: n = 9, OR = 0.37, 95% CI: 0.26–0.53 and OR = 2.72, 95% CI: 1.90–3.90, p < 0.01; tumor size: n = 16, OR = 0.52, 95% CI: 0.43–0.64 and OR = 1.92, 95% CI: 1.57–2.34, p < 0.01; and overall survival [n = 38, hazard ratio (HR) = 1.79, 95% CI = 1.59–2.02, p < 0.01]. Especially, five upregulated lncRNAs (linc01234, ZEB1-AS1, linc00152, PVT1, and BANCR) were closely associated with TNM Ⅲa stage (n = 5, OR = 4.07, 95% CI: 2.63–6.28, p < 0.01). However, 10 deregulated lncRNAs were not significantly associated with the pathogenesis and overall survival in NSCLC in the meta-analysis (p ≥ 0.05). Conclusion: This systematic review suggests that the upregulated lncRNAs could serve as biomarkers for predicting promising prognosis of NSCLC. The prognostic value of downregulated lncRNA in NSCLC needs to be further explored. Systematic Review Registration: (http://www.crd.york.ac.uk/PROSPERO).identifier CRD42021240635.
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Affiliation(s)
- Juan Wang
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xu Han
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Ye Yuan
- The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Hao Gu
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xing Liao
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Miao Jiang
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
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Li D, Fu Z, Dong C, Song Y. Methyltransferase 3, N6-adenosine-methyltransferase complex catalytic subunit-induced long intergenic non-protein coding RNA 1833 N6-methyladenosine methylation promotes the non-small cell lung cancer progression via regulating heterogeneous nuclear ribonucleoprotein A2/B1 expression. Bioengineered 2022; 13:10493-10503. [PMID: 35441574 PMCID: PMC9161889 DOI: 10.1080/21655979.2022.2061305] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Long intergenic non-protein coding RNA 1833 (LINC01833) exhibits elevated expression in the non-small cell lung cancer (NSCLC) tissues, while its molecular mechanism in NSCLC progression remains elusive. Herein, the proliferation, migration, invasion as well as apoptosis of NSCLC cells were assessed. The potential N6-methyladenosine (m6A) modification site was predicted by the m6aVar tool. RNA pulldown and m6A-specific immunoprecipitation assays were used to detect the interaction between LINC01833 and methyltransferase 3, N6-adenosine-methyltransferase complex catalytic subunit (METTL3). RNA pull-down together with mass spectrometry were performed to assess the binding relationship between LINC01833 and heterogeneous nuclear ribonucleoprotein A2/B1 (HNRNPA2B1) in NSCLC. Tumor xenograft mice model was established, and the tumor size and weight were measured. The results demonstrated that LINC01833 expression was elevated in NSCLC samples. Overexpression of LINC01833 promoted proliferative, migratory, and invasive abilities and inhibited HCC827 cell apoptosis. LINC01833 knockdown inhibited tumor growth in mice. LINC01833 is further demonstrated to be modulated by METTL3, which is highly expressed in NSCLC samples. In addition, RNA pulldown and m6A-specific immunoprecipitation assays indicated that LINC01833 might form a complex with HNRNPA2B1. In conclusion, m6A transferase METTL3-induced LINC01833 m6A methylation promotes NSCLC progression through modulating HNRNPA2B1 expression. Our findings indicated that LINC01833 might be a therapeutic target for NSCLC.
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Affiliation(s)
- Dongliang Li
- Department of Thoracic Surgery, Shanxi Provincial Cancer Hospital, hanxi Hospital Affiliated to Cancer Hospitalṣ Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi 030000, China
| | - Zejun Fu
- Department of Thoracic Surgery, Shanxi Provincial Cancer Hospital, hanxi Hospital Affiliated to Cancer Hospitalṣ Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi 030000, China
| | - Chaoqun Dong
- Department of Thoracic Surgery, Shanxi Provincial Cancer Hospital, hanxi Hospital Affiliated to Cancer Hospitalṣ Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi 030000, China
| | - Yongming Song
- Department of Thoracic Surgery, Shanxi Provincial Cancer Hospital, hanxi Hospital Affiliated to Cancer Hospitalṣ Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi 030000, China
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Ma Y, Wang N, Yang S. Skin cutaneous melanoma properties of immune-related lncRNAs identifying potential prognostic biomarkers. Aging (Albany NY) 2022; 14:3030-3048. [PMID: 35361740 PMCID: PMC9037265 DOI: 10.18632/aging.203982] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 03/09/2022] [Indexed: 11/25/2022]
Abstract
Skin cutaneous melanoma (SKCM) is one of the most aggressive and life-threatening cancers with high incidence rate, metastasis rate and mortality. Early detection and stratification of risk assessment are essential to treat SKCM and to improve survival rate. The aim of this study is to construct an immune-related lncRNAs (immlncRNAs) prognosis risk model to identify immune biomarkers for early diagnosis, prognosis assessment and target immunotherapy of SKCM. For this purpose, we identified 46 immlncRNAs significantly correlated with SKCM prognosis to construct the prognostic risk model and patients were stratified into the high- and low-risk subgroups according to the developed model. The predictive efficiency of this model has been proved by K-M survival analysis and receiver operating characteristic curve. Moreover, CIBERSORT algorithms confirmed that there were differences in immune cell infiltration between the high- and low-risk groups. Functional enrichment analysis further indicated that immlncRNAs were related to a variety of immune response process signaling pathways, suggesting that relevant immlncRNAs could play an important role in the immune regulation of SKCM. Finally, subgroup analysis and multiple Cox regression analysis further proved the stability of the model. In summary, we successfully constructed a 46 immlncRNA-related prognostic risk score model with excellent predictive efficacy and provided more possibilities to investigate the immune regulation mechanisms and to develop immunotherapy of SKCM.
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Affiliation(s)
- Yutong Ma
- Department of Breast Surgery, The First Hospital of China Medical University, Shenyang 110001, Liaoning Province, P.R. China
| | - Ning Wang
- Department of Plastic Surgery, The First Hospital of China Medical University, Shenyang 110001, Liaoning Province, P.R. China
| | - Shude Yang
- Department of Plastic Surgery, The First Hospital of China Medical University, Shenyang 110001, Liaoning Province, P.R. China
- Liaoning Provincial Key Laboratory of Oral Diseases, School of Stomatology, China Medical University, Shenyang 110001, Liaoning Province, P.R. China
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Zheng J, Zhao Z, Wan J, Guo M, Wang Y, Yang Z, Li Z, Ming L, Qin Z. N-6 methylation-related lncRNA is potential signature in lung adenocarcinoma and influences tumor microenvironment. J Clin Lab Anal 2021; 35:e23951. [PMID: 34558724 PMCID: PMC8605119 DOI: 10.1002/jcla.23951] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/01/2021] [Accepted: 08/02/2021] [Indexed: 01/10/2023] Open
Abstract
Background N‐6 methylation (m6A) pushes forward an immense influence on the occurrence and development of lung adenocarcinoma (LUAD). However, the methylation on non‐coding RNA in LUAD, especially long non‐coding RNA (lncRNA), has not been received sufficient attention. Methods Spearman correlation analysis was used to screen lncRNA correlated with m6A regulators expression from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) repositories, respectively. Then, the least absolute shrinkage and selection operator (LASSO) was applied to build a risk signature consisting m6A‐related lncRNA. Univariate and multivariate independent prognostic analysis were applied to evaluate the performance of signature in predicting patients' survival. Next, we applied Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and gene set enrichment analysis (GSEA) to conduct pathway enrichment analysis of 3344 different expression genes (DEGs). Finally, we set up a competing endogenous RNAs (ceRNA) network to this lncRNA. Results A total of 85 common lncRNAs were selected to acquire the components related to prognosis. The final risk signature established by LASSO regression contained 11 lncRNAs: ARHGEF26‐AS1, COLCA1, CRNDE, DLGAP1‐AS2, FENDRR, LINC00968, TMPO‐AS1, TRG‐AS1, MGC32805, RPARP‐AS1, and TBX5‐AS1. M6A‐related lncRNA risk score could predict the prognostic of LUAD and was significantly associated with clinical pathological. And in the evaluation of lung adenocarcinoma tumor microenvironment (TME) by using ESTIMATE algorithm, we found a statistically significant correlation between risk score and stromal/immune cells. Conclusion M6A‐related lncRNA was a potential prognostic and therapy target for lung adenocarcinoma.
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Affiliation(s)
- Jian Zheng
- Department of Otolaryngology, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Zhuochen Zhao
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Junhu Wan
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Manman Guo
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Yangxia Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Zhengwu Yang
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Zhuofang Li
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Liang Ming
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Zhaobing Qin
- Department of Otolaryngology, The First Affiliated Hospital of Zhengzhou University, Henan, China
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Chen Y, Zhang X, Li J, Zhou M. Immune-related eight-lncRNA signature for improving prognosis prediction of lung adenocarcinoma. J Clin Lab Anal 2021; 35:e24018. [PMID: 34550610 PMCID: PMC8605161 DOI: 10.1002/jcla.24018] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 09/04/2021] [Accepted: 09/08/2021] [Indexed: 12/12/2022] Open
Abstract
Background Lung adenocarcinoma (LUAD) is the leading cause of cancer‐related deaths worldwide. Therefore, the identification of a novel prediction signature for predicting the prognosis risk and survival outcomes is urgently demanded. Methods We integrated a machine‐learning frame by combing the Cox regression and Least Absolute Shrinkage and Selection Operator (LASSO) regression model to identify the LUAD‐related long non‐coding RNA (lncRNA) survival biomarkers. Subsequently, the Spearman correlation test was employed to interrogate the relationships between lncRNA signature and tumor immunity and constructed the competing endogenous RNA (ceRNA) network. Results Herein, we identified an eight‐lncRNA signature (PR‐lncRNA signature, NPSR1‐AS1, SATB2‐AS1, LINC01090, FGF12‐AS2, AC005256.1, MAFA‐AS1, BFSP2‐AS1, and CPC5‐AS1), which contributes to predicting LUAD patient's prognosis risk and survival outcomes. The PR‐lncRNA signature has also been confirmed as the robust signature in independent datasets. Further parsing of the LUAD tumor immune infiltration showed the PR‐lncRNAs were closely associated with the abundance of multiple immune cells infiltration and the expression of MHC molecules. Furthermore, by constructing the PR‐lncRNA–related ceRNA network, we interrogated more potential anti‐cancer therapy targets. Conclusion lncRNAs, as emerging cancer biomarkers, play an important role in a variety of cancer processes. Identification of PR‐lncRNA signatures allows us to better predict patient's survival outcomes and disease risk. Finally, the PR‐lncRNA signatures could help us to develop novel LUAD anti‐cancer therapeutic strategies.
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Affiliation(s)
- Yan Chen
- School of Medicine, Department of Oncology, Southeast University, Zhongda Hospital, Nanjing, China
| | - Xiuxiu Zhang
- School of Medicine, Department of Oncology, Southeast University, Zhongda Hospital, Nanjing, China
| | - Jinze Li
- Tianjin Medical University General Hospital, Tianjin, China
| | - Min Zhou
- School of Medicine, Department of Oncology, Southeast University, Zhongda Hospital, Nanjing, China
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Xie Y, Hu X. Increased levels of long noncoding RNA LINC00691 correlate with poor prognosis in non-small-cell lung cancer patients. J Clin Lab Anal 2020; 34:e23357. [PMID: 32420681 PMCID: PMC7439350 DOI: 10.1002/jcla.23357] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 04/01/2020] [Accepted: 04/03/2020] [Indexed: 02/01/2023] Open
Abstract
Background Although long intergenic non‐protein coding RNA 691 (LINC00691) has been functionally identified in several tumors, the association between LINC00691 and non–small‐cell lung cancer (NSCLC) has not been reported. The objective of our study was to explore the clinical significance of LINC00691 in NSCLC. Methods RT‐PCR was performed to detect LINC00691 levels in 177 pairs of human NSCLC tissues and matched normal lung specimens. A chi‐squared test was used to analyze the possible influence of LINC00691 on the clinical progress of NSCLC. Kaplan‐Meier methods were used to determine differences in patient survival. The prognostic value of survival variables was evaluated using univariate and multivariate analyses. Results We found that LINC00691 levels were increased in tumor specimens compared with matched normal lung tissues (P < .01). Increased LINC00691 levels correlated with lymph node metastasis (P = .025) and advanced TNM stage (P = .002) in NSCLC patients. Moreover, clinical investigations revealed that NSCLC patients with high LINC00691 expression had a shorter overall survival than those with low LINC00691 expression (P = .0042). Finally, Cox regression assays confirmed LINC00691 as an independent prognostic factor for NSCLC patients. Conclusions The aberrant expression of LINC00691 may function as a reliable marker for the progression and prognosis of NSCLC in patients.
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Affiliation(s)
- Yan Xie
- Department of Thoracic Surgery, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
| | - Xiuhua Hu
- Department of Orthopedic Surgery, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
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