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Fan X, Yang N, Huang G, Dong Y, Zhu P. Correlation study of NF-κB, IER3, and Recurrence of Ovarian Endometrioid Cysts. Reprod Sci 2024:10.1007/s43032-024-01722-5. [PMID: 39377902 DOI: 10.1007/s43032-024-01722-5] [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: 04/30/2024] [Accepted: 09/28/2024] [Indexed: 10/09/2024]
Abstract
The study aimed to investigate the expression of nuclear actor-k-gene binding(NF-κB) and immediate early response 3(IER3) in ovarian endometrioid cysts and its correlation with the recurrence of the ovarian endometrioid cyst. From January 2018 to March 2019, a total of 88 patients who underwent laparoscopic ovarian cyst excision due to ovarian endometrioid cyst in Changzhou Maternity and Child Health Care Hospital were selected. Clinical data of the patients were collected. The patient's Revised American Fertility Society (R-AFS) score, least function(LF) score, and endometriosis fertility index (EFI) were calculated. Immunohistochemistry was performed to detect the expression of IER3 and NF-κB. The receiver-operating characteristic (ROC) curve was used to evaluate the predictive value of IER3 and NF-κB expression on postoperative recurrence. Cox regression was fitted to analyze the influencing factors of ovarian endometrioid cyst recurrence. The expression of NF-κB was positively correlated with IER3 (P < 0.001). ROC curve showed that NF-κB combined with IER3 had higher predictive value for disease recurrence. Multivariate Cox regression showed that the IER3 expression intensity > 4.5 (HR = 3.418,95%CI: 1.227 ~ 9.523, P = 0.019) and the NF-κB expression intensity > 4.5 (HR = 5.491,95%CI: 1.600 ~ 18.838, P = 0.007) were independent risk factors for recurrence, and EFI score (HR = 0.791,95%CI: 0.637 ~ 0.983, P = 0.035) was a protective factor for recurrence. Our results suggested that EFI score is a protective factor for recurrence. The expression levels of NF-κB and IER3 > 4.5 are correlated with the recurrence of ovarian endometrioid cysts and independent risk factors for recurrence.
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Affiliation(s)
- Xiang Fan
- Department of Gynecology, Changzhou Maternity and Child Health Care Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China
| | - Ni Yang
- Department of Gynecology, Changzhou Maternity and Child Health Care Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China
| | - Gu Huang
- Department of Gynecology, Bazhong Central Hospital, Bazhong, 636600, China
| | - Yishan Dong
- Department of Gynecology, Changzhou Maternity and Child Health Care Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China.
| | - Pengfeng Zhu
- Department of Gynecology, Changzhou Maternity and Child Health Care Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China.
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Raghav A, Jeong GB. Nanoquercetin and Extracellular Vesicles as Potential Anticancer Therapeutics in Hepatocellular Carcinoma. Cells 2024; 13:638. [PMID: 38607076 PMCID: PMC11011524 DOI: 10.3390/cells13070638] [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: 11/29/2023] [Revised: 04/01/2024] [Accepted: 04/04/2024] [Indexed: 04/13/2024] Open
Abstract
Despite world-class sophisticated technologies, robotics, artificial intelligence, and machine learning approaches, cancer-associated mortalities and morbidities have shown continuous increments posing a healthcare burden. Drug-based interventions were associated with systemic toxicities and several limitations. Natural bioactive compounds derived nanoformulations, especially nanoquercetin (nQ), are alternative options to overcome drug-associated limitations. Moreover, the EVs-based cargo targeted delivery of nQ can have enormous potential in treating hepatocellular carcinoma (HCC). EVs-based nQ delivery synergistically regulates and dysregulates several pathways, including NF-κB, p53, JAK/STAT, MAPK, Wnt/β-catenin, and PI3K/AKT, along with PBX3/ERK1/2/CDK2, and miRNAs intonation. Furthermore, discoveries on possible checkpoints of anticancer signaling pathways were studied, which might lead to the development of modified EVs infused with nQ for the development of innovative treatments for HCC. In this work, we abridged the control of such signaling systems using a synergetic strategy with EVs and nQ. The governing roles of extracellular vesicles controlling the expression of miRNAs were investigated, particularly in relation to HCC.
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Affiliation(s)
| | - Goo Bo Jeong
- Department of Anatomy and Cell Biology, College of Medicine, Gachon University, 155 Getbeol-ro, Yeonsu-gu, Incheon 21999, Republic of Korea;
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Wu D, Hao O, Hu W, Wu Z, Bian L, Wang H, Zhu J. Circulating cytokines and alcoholic liver disease: a two-sample bidirectional Mendelian randomization study. Scand J Gastroenterol 2024; 59:325-332. [PMID: 37994815 DOI: 10.1080/00365521.2023.2286190] [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: 08/06/2023] [Revised: 11/15/2023] [Accepted: 11/15/2023] [Indexed: 11/24/2023]
Abstract
BACKGROUND Increased inflammation in the liver during ethanol exposure is a major feature of alcoholic liver disease (ALD). An important contributing component to the development of ALD is the inflammatory response brought on by immunological response, however the connection between individual circulating cytokines and ALD is still unclear. To ascertain the causation, we conducted a two-sample bidirectional Mendelian randomization research. METHODS We extracted 41 cytokines and growth factors of 8293 Europeans and ALD cases of the same ethnicity (1416 cases and 217,376 controls) from the Genome-Wide Association Studies (GWAS) database for two-sample bidirectional MR analysis. RESULTS Our analyses suggest that higher interleukin-7 (IL-7) levels are associated with an increased risk of ALD (p = 0.028, OR = 1.191,95% CI = 1.019-1.392), while tumor necrosis factor related apoptosis inducing ligand (TRAIL) is a protective factor for ALD (p = 0.032, OR = 0.863, 95% CI = 0.754-0.988) which can reduce the risk of disease occurrence. In addition, genetically predicted ALD does not affect the expression of circulating cytokines regulators. CONCLUSIONS Our study supports that cytokines play a pivotal role in the pathogenesis of ALD. To determine the mechanisms and pathways of action of these biomarkers, further basic research is required to ensure their clinical suitability for preventing and treating ALD.
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Affiliation(s)
- Duan Wu
- Department of Hepatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ouyang Hao
- Department of Hepatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Weiye Hu
- Department of Hepatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhaorong Wu
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Linke Bian
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hongye Wang
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Junfeng Zhu
- Department of Hepatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Raghav A, Goo-Bo-Jeong. Two-Dimensional (2D) Based Hybrid Polymeric Nanoparticles as Novel Potential Therapeutics in the Treatment of Hepatocellular Carcinoma. ENGINEERING MATERIALS 2024:329-349. [DOI: 10.1007/978-981-99-8010-9_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Kuang T, Zhang L, Chai D, Chen C, Wang W. Construction of a T-cell exhaustion-related gene signature for predicting prognosis and immune response in hepatocellular carcinoma. Aging (Albany NY) 2023; 15:5751-5774. [PMID: 37354485 PMCID: PMC10333082 DOI: 10.18632/aging.204830] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 06/12/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a heterogeneous malignancy with a rising prevalence worldwide. Immunotherapy has been shown to improve treatment outcomes for HCC. We aimed to construct a T-cell exhaustion-related gene prognostic model (TEXPM) for HCC and to elucidate the immunologic characteristics and advantages of immunotherapy in T-cell exhaustion-Related Gene-defined HCC groups. METHODS Single-cell RNA sequencing data were used in conjunction with TCGA Differentially expressed genes (DEGs) to screen for T-cell exhaustion-Related Genes (TEXGs) for subsequent evaluation. Using univariate Cox regression analysis and LASSO regression analysis, five genes (FTL, GZMA, CD14, NPC2, and IER3) were subsequently selected for the construction of a TEXPM. Then, we evaluated the immunologic characteristics and advantages of immunotherapy in groups identified by TEXPM. RESULTS The TEXPM was formed with FTL, GZMA, CD14, NPC2, and IER3. The results of the training and validation team studies were consistent, with the low TEXPM group surviving longer than the high TEXPM group (P < 0.001). Multivariate Cox regression analysis demonstrated that TEXPM (HR: 2.347, 95%CI: 1.844-2.987; HR: 2.172, 95% CI: 1.689-2.793) was an independent prognostic variable for HCC patients. The low-TEXPM group was linked to active immunity, less aggressive phenotypes, strong infiltration of CD8+ T cells, CD4 + T cells, and M1 macrophages, and a better response to ICI treatment. A high TEXPM group, on the other hand, was associated with suppressive immunity, more aggressive phenotypes, a significant infiltration of B cells, M0 macrophages, and M2 macrophages, and a reduced response to ICI treatment. FTL is an independent prognostic variable in HCC patients and the knockdown of FTL can affect the biological behavior of hepatocellular carcinoma cells. CONCLUSIONS TEXPM is a promising prognostic biomarker connected to the immune system. Differentiating immunological and molecular features and predicting patient outcomes may be facilitated by TEXPM grouping. Furthermore, the expression of FTL was found to be an independent prognostic factor for HCC. Knockdown of FTL significantly inhibited proliferation, migration, and invasive activity in liver cancer cells.
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Affiliation(s)
- Tianrui Kuang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Lilong Zhang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Dongqi Chai
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Chen Chen
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Weixing Wang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
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Chen Y, Huang Z, Chen S, Tan L, He L, Yuan D, Zheng L, Zhong JH, Li A, Zhang H, Tan H, Xu L. Immediate early response 3 gene promotes aggressive progression and autophagy of AML by negatively regulating AKT/mTOR. Transl Oncol 2023; 35:101711. [PMID: 37327583 DOI: 10.1016/j.tranon.2023.101711] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/28/2023] [Accepted: 06/05/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND Immediate early response 3 (IER3) plays a vital role in many tumors. This study aims to explore the function and mechanism of IER3 in Acute myeloid leukemia (AML). METHODS The expression of IER3 in AML was performed by bioinformatics analysis. CCK-8 proliferation assay, flow cytometry cycle assay, clone formation assay, and tumorigenic ability were used to investigate the effect of IER3 on AML cells. Unbiased label-free quantitative proteomics and label-free quantitative phosphoproteomics analysis were performed. The regulatory relationship between SATB1(Special AT-rich sequence binding protein 1) and IER3 was investigated by Real time-PCR, Western blot, Chromatin immunoprecipitation (CHIP), and PCR. RESULTS The result indicated that the prognosis of the high IER3 expression group was significantly worse than that of the low expression group. CCK-8 assay showed that IER3 enhanced the proliferation ability. Cell cycle analysis showed IER3 could promote HL60 cells to enter the S phase of DNA synthesis from the quiescent phase. IER3 could stimulate HEL cells to enter mitosis. Clone-formation experiments suggested that IER3 enhanced clonogenic ability.IER3 promoted the tumorigenesis of AML. Further experimental investigation revealed that IER3 promoted autophagy and induced the occurrence and development of AML by negatively regulating the phosphorylation activation of AKT/mTOR pathway. SATB1 was found to bind to the promoter region of IER3 gene and negatively regulate its transcription. CONCLUSION IER3 could promote the development of AML and induce autophagy of AML cells by negatively regulating the phosphorylation and activation of AKT/mTOR. By the way, SATB1 may negatively target regulates IER3 transcription.
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Affiliation(s)
- Yimin Chen
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Zhenqian Huang
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Shuyi Chen
- Department of Hematology, First People's Hospital of Foshan, 81 Linnan North Road, Chancheng, Foshan, Guangdong 528000, China
| | - Li Tan
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Lang He
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Danyun Yuan
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Lixia Zheng
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Jing Hua Zhong
- The First Clinical Academy, Guangzhou Medical University, Guangzhou, 510230, China; Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical, University, Guangzhou, 510230, China
| | - Anqiao Li
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Heng Zhang
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Huo Tan
- Department of Hematology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China
| | - Lihua Xu
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510230, China; Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical, University, Guangzhou, 510230, China
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Ma Q, Yu J, Zhang X, Wu X, Deng G. Wnt/β-catenin signaling pathway-a versatile player in apoptosis and autophagy. Biochimie 2023; 211:57-67. [PMID: 36907502 DOI: 10.1016/j.biochi.2023.03.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 02/24/2023] [Accepted: 03/09/2023] [Indexed: 03/13/2023]
Abstract
The Wnt/β-catenin signaling pathway is a highly conserved pathway that is involved in cell development, proliferation, differentiation, apoptosis and autophagy. Among these processes, apoptosis and autophagy occur physiologically during host defense and the maintenance of intracellular homeostasis. Mounting evidence suggests that the crosstalk between Wnt/β-catenin-regulated apoptosis and autophagy has broad functional significance in various diseases. Herein, we summarize the recent studies in understanding the role of the Wnt/β-catenin signaling pathway in apoptosis and autophagy, and draw the following conclusions: a) For apoptosis, the regulation of Wnt/β-catenin is generally positive. However, a small amount of evidence indicates the presence of a negatively regulated relationship between Wnt/β-catenin and apoptosis; b) Wnt/β-catenin influences the occurrence and development of autophagy by regulating autophagy-related factors, and these factors in turn affect Wnt/β-catenin pathway; c) Wnt/β-catenin always balances the molecular damage caused by the crosstalk between autophagy and apoptosis in a compensatory manner. Understanding the specific role of the Wnt/β-catenin signaling pathway during different stages of autophagy and apoptosis may provide new insights into the progression of related diseases regulated by the Wnt/β-catenin signaling pathway.
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Affiliation(s)
- Qinmei Ma
- Key Lab of Ministry of Education for Protection and Utilization of Special Biological Resources in Western China, Ningxia University, Yinchuan, NingXia, China; School of Life Science, Ningxia University, Yinchuan, NingXia, China.
| | - Jialin Yu
- Key Lab of Ministry of Education for Protection and Utilization of Special Biological Resources in Western China, Ningxia University, Yinchuan, NingXia, China; School of Life Science, Ningxia University, Yinchuan, NingXia, China.
| | - Xu Zhang
- Institute of Medical Sciences, General Hospital of Ningxia Medical University, Yinchuan, NingXia, China.
| | - Xiaoling Wu
- Key Lab of Ministry of Education for Protection and Utilization of Special Biological Resources in Western China, Ningxia University, Yinchuan, NingXia, China; School of Life Science, Ningxia University, Yinchuan, NingXia, China.
| | - Guangcun Deng
- Key Lab of Ministry of Education for Protection and Utilization of Special Biological Resources in Western China, Ningxia University, Yinchuan, NingXia, China; School of Life Science, Ningxia University, Yinchuan, NingXia, China.
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Barnestein R, Galland L, Kalfeist L, Ghiringhelli F, Ladoire S, Limagne E. Immunosuppressive tumor microenvironment modulation by chemotherapies and targeted therapies to enhance immunotherapy effectiveness. Oncoimmunology 2022; 11:2120676. [PMID: 36117524 PMCID: PMC9481153 DOI: 10.1080/2162402x.2022.2120676] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
With the rapid clinical development of immune checkpoint inhibitors (ICIs), the standard of care in cancer management has evolved rapidly. However, immunotherapy is not currently beneficial for all patients. In addition to intrinsic tumor factors, other etiologies of resistance to ICIs arise from the complex interplay between cancer and its microenvironment. Recognition of the essential role of the tumor microenvironment (TME) in cancer progression has led to a shift from a tumor-cell-centered view of cancer development, to the concept of a complex tumor ecosystem that supports tumor growth and metastatic dissemination. The expansion of immunosuppressive cells represents a cardinal strategy deployed by tumor cells to escape detection and elimination by the immune system. Regulatory T lymphocytes (Treg), myeloid-derived suppressor cells (MDSCs), and type-2 tumor-associated macrophages (TAM2) are major components of these inhibitory cellular networks, with the ability to suppress innate and adaptive anticancer immunity. They therefore represent major impediments to anticancer therapies, particularly immune-based interventions. Recent work has provided evidence that, beyond their direct cytotoxic effects on cancer cells, several conventional chemotherapeutic (CT) drugs and agents used in targeted therapies (TT) can promote the elimination or inactivation of suppressive immune cells, resulting in enhanced antitumor immunity. In this review, we will analyze findings pertaining to this concept, discuss the possible molecular bases underlying the selective targeting of these immunosuppressive cells by antineoplastic agents (CT and/or TT), and consider current challenges and future prospects related to the integration of these molecules into more efficient anticancer strategies, in the era of immunotherapy.
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Affiliation(s)
- Robby Barnestein
- University of Burgundy, Dijon, France
- Platform of Transfer in Cancer Biology, Georges François Leclerc Cancer Center, Dijon, France
| | - Loïck Galland
- University of Burgundy, Dijon, France
- Platform of Transfer in Cancer Biology, Georges François Leclerc Cancer Center, Dijon, France
- Department of Medical Oncology, Georges François Leclerc Center, Dijon, France
| | - Laura Kalfeist
- University of Burgundy, Dijon, France
- Platform of Transfer in Cancer Biology, Georges François Leclerc Cancer Center, Dijon, France
- Centre de Recherche INSERM LNC-UMR1231, Dijon, France
- Genomic and Immunotherapy Medical Institute, Dijon University Hospital, Dijon, France
| | - François Ghiringhelli
- University of Burgundy, Dijon, France
- Platform of Transfer in Cancer Biology, Georges François Leclerc Cancer Center, Dijon, France
- Department of Medical Oncology, Georges François Leclerc Center, Dijon, France
- Centre de Recherche INSERM LNC-UMR1231, Dijon, France
- Genomic and Immunotherapy Medical Institute, Dijon University Hospital, Dijon, France
| | - Sylvain Ladoire
- University of Burgundy, Dijon, France
- Platform of Transfer in Cancer Biology, Georges François Leclerc Cancer Center, Dijon, France
- Department of Medical Oncology, Georges François Leclerc Center, Dijon, France
- Centre de Recherche INSERM LNC-UMR1231, Dijon, France
- Genomic and Immunotherapy Medical Institute, Dijon University Hospital, Dijon, France
| | - Emeric Limagne
- University of Burgundy, Dijon, France
- Platform of Transfer in Cancer Biology, Georges François Leclerc Cancer Center, Dijon, France
- Department of Medical Oncology, Georges François Leclerc Center, Dijon, France
- Centre de Recherche INSERM LNC-UMR1231, Dijon, France
- Genomic and Immunotherapy Medical Institute, Dijon University Hospital, Dijon, France
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Yang Y, Ma B, Han L, Xu W, Du X, Wei W, Liao T, Ji Q, Qu N, Wang Y. Integrated single-cell and bulk RNA sequencing analyses reveal a prognostic signature of cancer-associated fibroblasts in head and neck squamous cell carcinoma. Front Genet 2022; 13:1028469. [PMID: 36568368 PMCID: PMC9775281 DOI: 10.3389/fgene.2022.1028469] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 11/21/2022] [Indexed: 12/14/2022] Open
Abstract
Objectives: To identify a prognosis-related subtype of cancer-associated fibroblasts (CAFs) in head and neck squamous cell carcinoma (HNSCC) and comprehend its contributions to molecular characteristics, immune characteristics, and their potential benefits in immunotherapy and chemotherapy for HNSCC. Materials and Methods: We performed single-cell RNA sequencing (scRNA-seq) analysis of CAFs from the samples of HNSCC patients derived from Gene Expression Omnibus (GEO), to identify the prognosis-related subtype of CAFs. CAFs were clustered into five subtypes, and a prognosis-related subtype was identified. Univariate and multivariate cox regression analyses were performed on the cohort selected from The Cancer Genome Atlas (TCGA) to determine signature construction, which was validated in GSE65858 and GSE42743. A prognostic signature based on 4 genes was constructed, which were derived from prognosis-related CAFs. The molecular characteristics, immune characteristics as well as the predicted chemosensitivity and immunotherapeutic response in the signature-defined subgroups were analyzed subsequently. Results: The patients with higher CAF scores correlated with poor survival outcomes. Additionally, a high CAF score correlated with lower infiltration levels of many immune cells including M1 macrophages, CD8+ T cells, follicular T helper cells, monocytes, and naïve B cells. High CAF score also demonstrated different enrichment pathways, mutation genes and copy number variated genes. Furthermore, patients with high CAF scores showed lower sensitivity for chemotherapy and immunotherapy than those with low CAF scores. Conclusion: The results of our study indicate the potential of the CAF signature as a biomarker for the prognosis of HNSCC patients. Furthermore, the signature could be a prospective therapeutic target in HNSCC.
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Affiliation(s)
- Yichen Yang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ben Ma
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Litao Han
- Department of Otorhinolaryngology-Head and Neck Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Weibo Xu
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Xiaoxue Du
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wenjun Wei
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Tian Liao
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qinghai Ji
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China,*Correspondence: Qinghai Ji, ; Ning Qu, ; Yu Wang,
| | - Ning Qu
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China,*Correspondence: Qinghai Ji, ; Ning Qu, ; Yu Wang,
| | - Yu Wang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China,*Correspondence: Qinghai Ji, ; Ning Qu, ; Yu Wang,
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Construction and validation of a novel apoptosis-associated prognostic signature related to osteosarcoma metastasis and immune infiltration. Transl Oncol 2022; 22:101452. [PMID: 35598382 PMCID: PMC9126984 DOI: 10.1016/j.tranon.2022.101452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 04/20/2022] [Accepted: 05/08/2022] [Indexed: 11/22/2022] Open
Abstract
Osteosarcoma is one of the most aggressive diseases which often develops metastasis. Apoptosis relates to the recurrence and metastasis of osteosarcoma and the related signature could predict the prognosis of patients. A novel apoptosis-associated prognosis signature related to osteosarcoma metastasis and immune infiltration has been developed. The signature could help to predict the prognosis of osteosarcoma patients and serve as the potential targets for anti-cancer treatment.
Background Apoptosis played vital roles in the formation and progression of osteosarcoma. However, no studies elucidated the prognostic relationships between apoptosis-associated genes (AAGs) and osteosarcoma. Methods The differentially expressed genes associated with osteosarcoma metastasis and apoptosis were identified from GEO and MSigDB databases. The apoptosis-associated prognostic signature was established through univariate and multivariate cox regression analyses. The Kaplan–Meier (KM) survival curve, ROC curve and nomogram were constructed to investigate the predictive value of this signature. CIBERSORT algorithm and ssGSEA were used to explore the relationships between immune infiltration and AAG signature. The above results were validated in another GEO dataset and the expression of AAGs was also validated in osteosarcoma patient samples by immunohistochemistry. Results HSPB1 and IER3 were involved in AAG signature. In training and validation datasets, apoptosis-associated risk scores were negatively related to patient survival rates and the AAG signature was regarded as the independent prognostic factor. ROC and calibration curves demonstrated the signature and nomogram were reliable. GSEA revealed the signature related to immune-associated pathways. ssGSEA indicated that one immune cell and three immune functions were significantly dysregulated. The immunohistochemistry analyses of patients’ samples revealed that AAGs were significantly differently expressed between metastasis and non-metastasis osteosarcomas. Conclusions The present study identified and validated a novel apoptosis-associated prognostic signature related to osteosarcoma metastasis. It could serve as the potential biomarker and therapeutic targets for osteosarcoma in the future.
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He FY, Chen G, He RQ, Huang ZG, Li JD, Wu WZ, Chen JT, Tang YL, Li DM, Pan SL, Feng ZB, Dang YW. Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways. PeerJ 2022; 10:e12944. [PMID: 35291486 PMCID: PMC8918148 DOI: 10.7717/peerj.12944] [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: 08/27/2021] [Accepted: 01/24/2022] [Indexed: 01/11/2023] Open
Abstract
Background Immediate early response 3 (IER3) is correlated to the prognosis of several cancers, but the precise mechanisms underlying the regulation by IER3 of the occurrence and development of hepatocellular carcinoma (HCC) remain unknown. Methods The expression level of IER3 was examined by using in-house immunohistochemistry (IHC), public gene chip, and public RNA-sequencing (RNA-seq). The standardized mean difference (SMD) was calculated to compare the expression levels of IER3 between HCC patients and controls. The summary receiver operating characteristics (sROC) was plotted to comprehensively understand the discriminatory capability of IER3 between HCC and non-HCC group. The Kaplan-Meier curves and the combined hazard ratios (HRs) were used to determine the prognostic value of IER3 in HCC. Moreover, differentially expressed genes (DEGs) and co-expression genes (CEGs) were used to explored the molecular mechanisms of IER3 underlying HCC. hTFtarget was used to predict the transcription factors (TFs) of IER3. The binding site of TFs and the IER3 promoter region was forecasted using the JASPAR website. The relevant ChIP-seq data were used to determine whether TF peaks were present in the IER3 transcription initiation. Results A significantly increased expression of IER3 protein was found in HCC tissue relative to non-HCC tissue as detected by IHC (p < 0.001). Compared to 1,263 cases of non-HCC tissues, IER3 in 1483 cases of HCC tissues was upregulated (SMD = 0.42, 95% confidence interval [CI] [0.09-0.76]). The sROC showed that IER3 had a certain ability at differentiating HCC tissues (area under the curve (AUC) = 0.65, 95% CI [0.61-0.69]). Comprehensive analysis of the effect of IER3 on the prognosis of patients with HCC demonstrated that higher IER3 expression was associated with poor prognosis in HCC (HRs = 1.30, 95% CI [1.03-1.64]). Pathway enrichment analysis revealed that IER3-related genes were mostly enriched in the PI3K-Akt signaling pathway, cancer-related signaling pathways, the p53 signaling pathway, and other signaling pathways. Regulatory factor X5 (RFX5) was identified as a possible regulator of IER3-related TF. Conclusion IER3 may be a potential prognostic marker for HCC. The molecular mechanisms of IER3 in HCC warrant further study.
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Affiliation(s)
- Fei-Yan He
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Rong-quan He
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Zhi-Guang Huang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Jian-Di Li
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Wei-Zi Wu
- Department of Pathology, People’s Hospital of Ling Shan, Ling Shan, Guangxi Zhuang Autonomous Region, P.R. China
| | - Ji-Tian Chen
- Department of Pathology, People’s Hospital of Ling Shan, Ling Shan, Guangxi Zhuang Autonomous Region, P.R. China
| | - Yu-Lu Tang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Dong-Ming Li
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Shang-Ling Pan
- Department of Pathophysiology, School of Pre-clinical Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Zhen-Bo Feng
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
| | - Yi-wu Dang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P.R. China
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Luo Q, Yu Y, Lan X. SIGNET: single-cell RNA-seq-based gene regulatory network prediction using multiple-layer perceptron bagging. Brief Bioinform 2022; 23:bbab547. [PMID: 34962260 PMCID: PMC8769917 DOI: 10.1093/bib/bbab547] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/13/2021] [Accepted: 11/25/2021] [Indexed: 11/17/2022] Open
Abstract
High-throughput single-cell RNA-seq data have provided unprecedented opportunities for deciphering the regulatory interactions among genes. However, such interactions are complex and often nonlinear or nonmonotonic, which makes their inference using linear models challenging. We present SIGNET, a deep learning-based framework for capturing complex regulatory relationships between genes under the assumption that the expression levels of transcription factors participating in gene regulation are strong predictors of the expression of their target genes. Evaluations based on a variety of real and simulated scRNA-seq datasets showed that SIGNET is more sensitive to ChIP-seq validated regulatory interactions in different types of cells, particularly rare cells. Therefore, this process is more effective for various downstream analyses, such as cell clustering and gene regulatory network inference. We demonstrated that SIGNET is a useful tool for identifying important regulatory modules driving various biological processes.
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Affiliation(s)
- Qinhuan Luo
- School of Medicine, Tsinghua University, Beijing, China
| | - Yongzhen Yu
- School of Medicine, Tsinghua University, Beijing, China
| | - Xun Lan
- School of Medicine,and the Tsinghua-Peking Center for Life science, MOE Key Laboratory of Bioinformatics, Tsinghua University, Beijing, China
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13
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He RQ, Li JD, Du XF, Dang YW, Yang LJ, Huang ZG, Liu LM, Liao LF, Yang H, Chen G. LPCAT1 overexpression promotes the progression of hepatocellular carcinoma. Cancer Cell Int 2021; 21:442. [PMID: 34419067 PMCID: PMC8380368 DOI: 10.1186/s12935-021-02130-4] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 07/30/2021] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) remains one of the most common malignant neoplasms. Lysophosphatidylcholine acyltransferase 1 (LPCAT1) plays a key role in the lipid remodelling and is correlated with various neoplasms. Nonetheless, the biological functions and molecular mechanisms of LPCAT1 underlying HCC remain obscure. METHODS In the present study, we investigated the role of LPCAT1 in the progression of HCC. In-house RT-qPCR, tissue microarrays, and immunohistochemistry were performed to detect the expression levels and the clinical value of LPCAT1 in HCC. External datasets were downloaded to confirm the results. Proliferation, migration, invasiveness, cell cycle, and apoptosis assays were conducted to reveal the biological effects LPCAT1 has on SMMC-7721 and Huh7 cells. HCC differentially expressed genes and LPCAT1 co-expressed genes were identified to explore the molecular mechanisms underlying HCC progression. RESULTS LPCAT1 showed upregulated expression in 3715 HCC specimens as opposed to 3105 non-tumour specimens. Additionally, LPCAT1 might be an independent prognostic factor for HCC. LPCAT1-knockout hampered cellular proliferation, migration, and metastasis in SMMC-7721 and Huh7 cells. More importantly, the cell cycle and chemical carcinogenesis were the two most enriched signalling pathways. CONCLUSIONS The present study demonstrated that increased LPCAT1 correlated with poor prognosis in HCC patients and fuelled HCC progression by promoting cellular growth, migration, and metastasis.
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Affiliation(s)
- Rong-Quan He
- Department of Oncology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Jian-Di Li
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Xiu-Fang Du
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Yi-Wu Dang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Lin-Jie Yang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Zhi-Guang Huang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Li-Min Liu
- Department of Toxicology, College of Pharmacy, Guangxi Medical University, No. 22 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Liu-Feng Liao
- Department of Pharmacy, Guangxi Medical University Cancer Hospital, No. 71 Hedi Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Hong Yang
- The Ultrasonics Division of Radiology Department, The First Affiliated Hospital of Guangxi Medical University, No. 6. Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Rd, Guangxi Zhuang Autonomous Region, Nanning, 530021, People's Republic of China.
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