1
|
Wang L, Ge J, Wang Z, Wang W, Hong Q, Fang Y, Xu J, Han H, Qin Y. A signature based on efferocytosis-related genes for the evaluation of prognosis and the tumour microenvironment in gastric cancer. Sci Rep 2025; 15:14226. [PMID: 40275059 PMCID: PMC12022286 DOI: 10.1038/s41598-025-99133-2] [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: 11/10/2024] [Accepted: 04/17/2025] [Indexed: 04/26/2025] Open
Abstract
Gastric cancer (GC) is a highly malignant tumor of the digestive system. The process of efferocytosis has been confirmed to be closely associated with tumor progression and microenvironment remodeling. Nevertheless, the mechanism of efferocytosis in GC remains unclear. This study integrates single-cell RNA sequencing (scRNA-seq) datasets with the TCGA transcriptome data for GC, focusing on the expression and distribution of efferocytosis-related genes (ERGs) at the single-cell level in GC. The prognostic features of ERGs are determined by Cox and LASSO analysis. And we analyzed and evaluated the differences between the two groups of patients in terms of long-term prognosis, immune infiltration, expression of immune checkpoints, and response to chemotherapeutic drugs. Seven cell types were identified from 10 GC samples. ERGs were mainly concentrated in macrophages, dividing macrophages into 5 cell subtypes. LASSO combined with Cox ultimately confirmed 4 independent prognostic genes, and a prognostic nomogram was constructed based on gene risk scores and clinical features, which was validated in an independent dataset. Further studies revealed that ERGs were closely related to the patient's immune cell infiltration (especially M2 macrophages), immunotherapy response, and drug sensitivity. We developed an ERG-based predictive model that could serve as a valuable tool for prognosis assessment and decision support in the context of immunotherapy and chemotherapy.
Collapse
Affiliation(s)
- Lei Wang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Jingjing Ge
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Zehua Wang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Wenjia Wang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Qing Hong
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Yihua Fang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Jiayao Xu
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Huiqiong Han
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
| | - Yanru Qin
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
| |
Collapse
|
2
|
Chen L, Zhou Y, Cheng H, Lu W, Cai M, Jiang K. Circ-SATB2 (hsa_circ_0008928) and miR-150-5p are regulators of TRIM66 in the regulation of NSCLC cell growth and metastasis of NSCLC cells via the ceRNA pathway. J Biochem Mol Toxicol 2024; 38:e23615. [PMID: 38084627 DOI: 10.1002/jbt.23615] [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: 03/06/2023] [Revised: 07/27/2023] [Accepted: 11/28/2023] [Indexed: 01/18/2024]
Abstract
Circular RNA (circRNA) was an important modulator and potential molecular target of nonsmall cell lung cancer (NSCLC). CircSATB2 was reported to be upregulated in NSCLC. However, the role and mechanism of circSATB2 in NSCLC progression remain to be illustrated. The RNA and protein expression was detected by quantitative real-time polymerase chain reaction, western blot, and immunohistochemistry assay. Cell counting kit-8, cell colony formation, and 5-ethynyl-2'-deoxyuridine assays were applied to assess cell growth. The migrated and invaded cells were examined by transwell assay. Flow cytometry was performed to measure apoptotic cells. The interaction among circSATB2, microRNA-150-5p (miR-150-5p), and tripartite motif-containing protein 66 (TRIM66) was identified by dual-luciferase reporter assay and RNA immunoprecipitation assay. An in vivo experiment was conducted to investigate the effect of circSATB2 on tumor growth. CircSATB2 expression was highly expressed in NSCLC tissues and cell lines. CircSATB2 and TRIM66 silencing both suppressed NSCLC cell growth, migration, and invasion whereas promoted NSCLC cell apoptosis. CircSATB2 acted as a molecular sponge for miR-150-5p, and miR-150-5p interacted with the 3' untranslated region (3'UTR) of TRIM66. Moreover, circSATB2 knockdown-induced effects were partly reversed by TRIM66 overexpression in NSCLC cells. Besides, cirSATB2 expression was negatively correlated with miR-150-5p level and positively correlated with TRIM66 level in NSCLC tumor tissues. CircSATB2 knockdown blocked xenograft tumor growth in vivo. In summary, this study verified that circSATB2 stimulated NSCLC cell malignant behaviors by miR-150-5p/TRIM66 pathway, providing a possible circRNA-targeted therapy for NSCLC.
Collapse
Affiliation(s)
- Liangji Chen
- Medical Clinical Laboratory, Xiantao First People's Hospital Affiliated to Yangtze University, Xiantao City, Hubei Province, China
| | - Yuting Zhou
- Medical Clinical Laboratory, Xiantao First People's Hospital Affiliated to Yangtze University, Xiantao City, Hubei Province, China
| | - Hongbing Cheng
- Thoracic Surgery, Xiantao First People's Hospital Affiliated to Yangtze University, Xiantao City, Hubei Province, China
| | - Wenjing Lu
- Department of Oncology, Xiantao First People's Hospital Affiliated to Yangtze University, Xiantao City, Hubei Province, China
| | - Mengyang Cai
- Medical Clinical Laboratory, Xiantao First People's Hospital Affiliated to Yangtze University, Xiantao City, Hubei Province, China
| | - Kaifeng Jiang
- Clinical Laboratory, The Central Hospital of Yongzhou, Yongzhou City, Hunan Province, China
| |
Collapse
|
3
|
Zhou H, Lu D, Yu D, Luo C, Xie K, Ma H, Li S, Liang J, Wei F, Chen L, Luo D, Wang W, Wei J. Pan-cancer analysis of the oncogenic role of the core osteosarcoma gene VCAN in human tumors. Am J Transl Res 2023; 15:5556-5573. [PMID: 37854213 PMCID: PMC10579017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 08/30/2023] [Indexed: 10/20/2023]
Abstract
OBJECTIVE Versican (VCAN), a member of the multifunctional glycoprotein family, is involved in various aspects of cancer progression. However, the role of VCAN in diverse cancers remains poorly defined. This research aimed to investigate the correlation between VCAN expression and the oncogenic role, as well as visualize its prognostic landscape in pan-cancer. METHODS Raw data in regard to VCAN expression in cancer patients were acquired from GEO GeneChip public database in NCBI. Besides, we selected microarray data GSE16088 for analysis. We retrieved the genes associated with osteosarcoma (OS) from the OMIM database and identified their intersection with the core module. VCAN was suggested to be a potential marker gene for OS. Subsequently, we conducted Gene Set Enrichment Analysis (GSEA) to explore gene functional enrichment. Moreover, we performed pan-cancer analysis on VCAN to gain a comprehensive understanding of its implications across various cancer types. RESULTS The VCAN expression in the tumor tissue was higher than that in normal tissue. Elevated expression of VCAN was associated with high the tumor stage and poor long-term survival. There was a significant positive correlation between VCAN and cancer fibroblasts in all pan cancers. Moreover, FBN1 was the intersection gene of VCAN-related genes and linker genes. ANTXR1, COL5A2, CSGALNACT2, and SPARC were the target genes of VCAN genes. GSEA analysis showed that VCAN was mainly enriched in the extracellular matrix (ECM) signaling pathway. CONCLUSION VCAN can be used as a marker molecule for the early diagnosis of OS and holds significance as a molecule in cases of OS with distant metastasis. The ECM signaling pathway may be a core pathway in OS development and distant metastasis. These findings shed new light on therapeutics of cancers.
Collapse
Affiliation(s)
- Haidong Zhou
- Graduate School of Youjiang Medical University for NationalitiesBaise 533000, Guangxi, China
- Department of Sports Medicine, Baidong Hospital Affiliated to Youjiang Medical College for NationalitiesBaise 533000, Guangxi, China
| | - Dinggui Lu
- Department of Trauma Orthopedics, Baidong Hospital, Youjiang Medical College for NationalitiesBaise 533000, Guangxi, China
| | - Dianbo Yu
- Department of Sports Medicine, Baidong Hospital Affiliated to Youjiang Medical College for NationalitiesBaise 533000, Guangxi, China
| | - Changtai Luo
- Graduate School of Youjiang Medical University for NationalitiesBaise 533000, Guangxi, China
| | - Kangqi Xie
- Department of Sports Medicine, Baidong Hospital Affiliated to Youjiang Medical College for NationalitiesBaise 533000, Guangxi, China
| | - Huade Ma
- Department of Sports Medicine, Baidong Hospital Affiliated to Youjiang Medical College for NationalitiesBaise 533000, Guangxi, China
| | - Shanlang Li
- Department of Sports Medicine, Baidong Hospital Affiliated to Youjiang Medical College for NationalitiesBaise 533000, Guangxi, China
| | - Jiyun Liang
- Graduate School of Youjiang Medical University for NationalitiesBaise 533000, Guangxi, China
| | - Fengxu Wei
- Graduate School of Youjiang Medical University for NationalitiesBaise 533000, Guangxi, China
| | - Luchang Chen
- Graduate School of Youjiang Medical University for NationalitiesBaise 533000, Guangxi, China
| | - Dong Luo
- Graduate School of Youjiang Medical University for NationalitiesBaise 533000, Guangxi, China
| | - Wei Wang
- Graduate School of Youjiang Medical University for NationalitiesBaise 533000, Guangxi, China
| | - Jihua Wei
- Department of Sports Medicine, Baidong Hospital Affiliated to Youjiang Medical College for NationalitiesBaise 533000, Guangxi, China
| |
Collapse
|
4
|
Hu Z, Chen H, Li H, Xu S, Mu Y, Pan Q, Tong J, Xu G. Lysosome-related genes: A new prognostic marker for lung adenocarcinoma. Medicine (Baltimore) 2023; 102:e34844. [PMID: 37657029 PMCID: PMC10476855 DOI: 10.1097/md.0000000000034844] [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: 03/31/2023] [Accepted: 07/28/2023] [Indexed: 09/03/2023] Open
Abstract
Currently, a reliable early prognostic marker has not been identified for lung adenocarcinoma (LUAD), the most common malignancy. Recent studies demonstrated that lysosomal rupture is involved in cancer migration, progression, and immune microenvironment formation. We performed a bioinformatics analysis of lysosomal rupture to investigate whether lysosome-related genes (LRGs) are key in LUAD. The analysis identified 23 LRGs. Cytoscape visualization identified 10 core genes (CCNA2, DLGAP5, BUB1B, KIF2C, PBK, CDC20, NCAPG, ASPM, KIF4A, ANLN). With the 23 LRGs, we established a new risk scoring rule to classify patients with LUAD into high- and low-risk groups and verified the accuracy of the risk score by receiver operating characteristic curves and established a nomogram to evaluate clinical patients. Immunotherapy effectiveness between the high- and low-risk groups was evaluated based on the tumor mutational burden and analyses of immune cell infiltration and drug sensitivity. Pathway enrichment analysis revealed that lysosomes were closely associated with glucose metabolism, amino acid metabolism, and the immune response in patients with LUAD. Lysosomes are a likely new therapeutic target and provide new directions and ideas for treating and managing patients with LUAD.
Collapse
Affiliation(s)
- Zeyang Hu
- The Affiliated Lihuili Hospital, Health Science Center, Ningbo University, Ningbo, China
| | - Hang Chen
- Health Science Center, Ningbo University, Ningbo, China
| | - Hongxiang Li
- Health Science Center, Ningbo University, Ningbo, China
| | - Shuguang Xu
- Ningbo Medical Center Lihuili Hospital, Ningbo, China
| | - Yinyu Mu
- Ningbo Medical Center Lihuili Hospital, Ningbo, China
| | - Qiaoling Pan
- Ningbo Medical Center Lihuili Hospital, Ningbo, China
| | - Jingtao Tong
- Ningbo Medical Center Lihuili Hospital, Ningbo, China
| | - Guodong Xu
- Ningbo Medical Center Lihuili Hospital, Ningbo, China
| |
Collapse
|
5
|
Wang H, Ren H. Circular RNA SMARCA5 Modulates Epithelial-Mesenchymal Transformation, Proliferation, and Metastasis of Nasopharyngeal Carcinoma Cells via microRNA-582-3p/Phosphatase and Tensin Homolog Axis. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2023; 2023:5177471. [PMID: 36686977 PMCID: PMC9859696 DOI: 10.1155/2023/5177471] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 08/07/2022] [Accepted: 08/10/2022] [Indexed: 01/15/2023]
Abstract
The action mechanism in which circular RNA (circ) SMARCA5 targeted nasopharyngeal carcinoma (NPC) cell proliferation, migration, invasion, and apoptosis via microRNA (miR)-582-3p/phosphatase and tensin homolog (PTEN) axis was explored. The examination was performed via reverse transcription-quantitative polymerase chain reaction (RT-qPCR), discovering that circSMARCA5 was elevated while miR-582-3p was silenced in NPC tissues and cells. E-cadherin and N-cadherin were detected. The results illustrated transfection with si-circSMARCA5 or miR-582-3p-mimic was available to repress cancer cell advancement, and E-cadherin was augmented. Transfection with pcDNA 3.1-circSMARCA5 or miR-582-3p-inhibitor was available to accelerate cancer cell advancement, and N-cadherin was augmented. MiR-582-3p-inhibitor blocked the suppression of si-circSMARCA5 on NPC. The si-PTEN blocked the malignant behavior of pcDNA 3.1-circSMARCA5 against NPC. The binding sites between circSMARCA5 and miR-582-3p and between miR-582-3p and PTEN were verified. Linear analysis results illuminated the expression pattern of circSMARCA5 was opposite to miR-582-3p, while the expression pattern of circSMARCA5 was positively associated with PTEN. In brief, the results of the research clarified circSMARCA5 modulated NPC cells' vital movement via the miR-582-3p/PTEN molecular axis.
Collapse
Affiliation(s)
- Hui Wang
- Department of Otorhinolaryngology, Tianjin Hospital, Tianjin 300000, China
| | - HaiTang Ren
- Department of Otorhinolaryngology, Tianjin Hospital, Tianjin 300000, China
| |
Collapse
|
6
|
Wu J, Gong P, Jiang Z. Knockdown of hsa_circ_0043691 restrains the progression of gastric cancer by decoying
miR
‐1294 to target pre‐leukemia transcription factor 3. J Clin Lab Anal 2022; 36:e24733. [DOI: 10.1002/jcla.24733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 09/29/2022] [Accepted: 09/30/2022] [Indexed: 11/14/2022] Open
Affiliation(s)
- Jing Wu
- Department of Gastroenterology Fuyong People's Hospital Shenzhen China
| | - Pan Gong
- Department of Abdominal tumour surgery Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Edong Healthcare Group, Hubei Key Laboratory of Kidney Disease Pathogenesis and Intervention Huangshi China
| | - Zhiyong Jiang
- Department of Medical Imaging Zhongnan Hospital of Wuhan University Wuhan China
| |
Collapse
|
7
|
Zhou Y, Zhang Q, Liao B, Qiu X, Hu S, Xu Q. Circ_0006089 promotes gastric cancer growth, metastasis, glycolysis and angiogenesis by regulating miR‐361‐3p/TGFB1. Cancer Sci 2022; 113:2044-2055. [PMID: 35347818 PMCID: PMC9207367 DOI: 10.1111/cas.15351] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 03/24/2022] [Accepted: 03/26/2022] [Indexed: 11/30/2022] Open
Abstract
Circular RNA (circRNA) participates in a variety of pathophysiological processes, including the development of gastric cancer (GC). However, the role of circ_0006089 in GC progression and its underlying molecular mechanism need to be further revealed. Quantitative real‐time PCR was utilized for detecting circ_0006089, microRNA (miR)‐361‐3p and transforming growth factor‐β1 (TGFB1) expression. The interaction between miR‐361‐3p and circ_0006089 or TGFB1 was confirmed using a dual‐luciferase reporter assay and an RNA immunoprecipitation (RIP) assay. Cell proliferation, metastasis, apoptosis, and angiogenesis were determined using colony formation assay, EdU assay, transwell assay, flow cytometry, and tube formation assay. Cell glycolysis was evaluated by detecting glucose consumption, lactate production, and ATP levels. In addition, western blot (WB) analysis was used to measure protein expression. Xenograft tumor models were used to assess the effect of circ_0006089 knockdown on GC tumorigenesis. circ_0006089 had been found to be upregulated in GC tissues and cells, and it could act as an miR‐361‐3p sponge. circ_0006089 knockdown suppressed GC proliferation, metastasis, glycolysis, angiogenesis, and increased apoptosis, while this effect could be revoked by miR‐361‐3p inhibitor. TGFB1 was targeted by miR‐361‐3p, and its overexpression reversed the effects of miR‐361‐3p on GC cell function. Also, circ_0006089 promoted TGFB1 expression via sponging miR‐361‐3p. Animal experiments showed that silenced circ_0006089 inhibited GC tumorigenesis through the miR‐361‐3p/TGFB1 pathway. Our results revealed that the circ_0006089/miR‐361‐3p/TGFB1 axis contributed to GC progression, confirming that circ_0006089 might be a potential therapeutic target for GC.
Collapse
Affiliation(s)
- Ying Zhou
- Department of Gastroenterology Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine Shanghai 200120 China
| | - Qilin Zhang
- Department of General Surgery Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine Shanghai 200120 China
| | - Bingling Liao
- Department of Gastroenterology Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine Shanghai 200120 China
| | - Xiaofeng Qiu
- Department of General Surgery Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine Shanghai 200120 China
| | - Sheng Hu
- Department of General Surgery Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine Shanghai 200120 China
| | - Qihua Xu
- Department of Gastroenterology Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine Shanghai 200120 China
| |
Collapse
|