1
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Yang Y, Zhong Y, Chen L. EIciRNAs in focus: current understanding and future perspectives. RNA Biol 2025; 22:1-12. [PMID: 39711231 DOI: 10.1080/15476286.2024.2443876] [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] [Revised: 11/14/2024] [Accepted: 12/09/2024] [Indexed: 12/24/2024] Open
Abstract
Circular RNAs (circRNAs) are a unique class of covalently closed single-stranded RNA molecules that play diverse roles in normal physiology and pathology. Among the major types of circRNA, exon-intron circRNA (EIciRNA) distinguishes itself by its sequence composition and nuclear localization. Recent RNA-seq technologies and computational methods have facilitated the detection and characterization of EIciRNAs, with features like circRNA intron retention (CIR) and tissue-specificity being characterized. EIciRNAs have been identified to exert their functions via mechanisms such as regulating gene transcription, and the physiological relevance of EIciRNAs has been reported. Within this review, we present a summary of the current understanding of EIciRNAs, delving into their identification and molecular functions. Additionally, we emphasize factors regulating EIciRNA biogenesis and the physiological roles of EIciRNAs based on recent research. We also discuss the future challenges in EIciRNA exploration, underscoring the potential for novel functions and functional mechanisms of EIciRNAs for further investigation.
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Affiliation(s)
- Yan Yang
- Department of Cardiology, The First Affiliated Hospital of USTC, School of Basic Medical Sciences, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
- Hefei National Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei, China
| | - Yinchun Zhong
- Hefei National Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei, China
- Department of Clinical Laboratory, The First Affiliated Hospital of USTC, School of Basic Medical Sciences, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Liang Chen
- Department of Cardiology, The First Affiliated Hospital of USTC, School of Basic Medical Sciences, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
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2
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Ma S, Su S, Zhang X, Wang X, Yi H. CircRNA encoded-peptide: Potential stock in the transcriptomics market. Life Sci 2025; 372:123643. [PMID: 40246192 DOI: 10.1016/j.lfs.2025.123643] [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: 01/08/2025] [Revised: 04/03/2025] [Accepted: 04/13/2025] [Indexed: 04/19/2025]
Abstract
The emergence of circRNA-encoded peptides has sparked significant debate in recent years as a novel mode of action for circRNAs. A mounting body of evidence suggests that these peptides play vital roles in cancer development and immune responses. This review initially elucidates the presence of circRNA-encoded peptides and delineates their specific functions across various biological processes and pathological conditions. It goes on to furnish illustrative instances to underscore the pivotal involvement of circRNA-encoded peptides in both innate and adaptive immune responses. The study sheds new light on the biological roles of circRNAs, their potential tumor-promoting and tumor-suppressing functions of circRNA-encoded peptides in specific tumor environment, and their significance in immunological contexts. Meanwhile, the limitations of existing studies on circRNA-encoded peptides are discussed in depth. In particular, circRNA-encoded peptides are critically analyzed as biomarkers and therapeutic targets. Intriguingly, the review concludes with a more organized discussion of future research on circRNA-encoded peptides.
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Affiliation(s)
- Siyuan Ma
- Central Laboratory, Lequn Branch, The First Hospital of Jilin University, Changchun, Jilin 130031, China; Key Laboratory of Organ Regeneration and Transplantation, Ministry of Education, Changchun, Jilin 130021, China
| | - Sensen Su
- Central Laboratory, Lequn Branch, The First Hospital of Jilin University, Changchun, Jilin 130031, China; Key Laboratory of Organ Regeneration and Transplantation, Ministry of Education, Changchun, Jilin 130021, China; Department of Nephrology, The First Hospital of Jilin University, Changchun, Jilin 130021, China
| | - Xiuna Zhang
- Central Laboratory, Lequn Branch, The First Hospital of Jilin University, Changchun, Jilin 130031, China; Department of Gastroenterology, Lequn Branch, The First Hospital of Jilin University, Changchun 130000, China
| | - Xiangxiu Wang
- Department of Otorhinolaryngology-Head and Neck Surgery, Gongli Hospital of Pudong New Area, Shanghai 200135, China
| | - Huanfa Yi
- Central Laboratory, Lequn Branch, The First Hospital of Jilin University, Changchun, Jilin 130031, China; Key Laboratory of Organ Regeneration and Transplantation, Ministry of Education, Changchun, Jilin 130021, China.
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3
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Guo Y, Gong Y, Wu M, Ji M, Xie F, Chen H, Niu H, Tang C. CircRNAs in the tumor microenvironment: new frontiers in cancer progression and therapy. Crit Rev Oncol Hematol 2025; 212:104754. [PMID: 40320223 DOI: 10.1016/j.critrevonc.2025.104754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2025] [Revised: 04/28/2025] [Accepted: 04/30/2025] [Indexed: 05/08/2025] Open
Abstract
The tumor microenvironment (TME), a dynamic ecosystem which including immune cells, cancer-associated fibroblasts (CAFs), endothelial cells, pericytes and acellular components, is orchestrating cancer progression through crosstalk between malignant cells and stromal components and increasingly recognized as a therapeutic frontier. Within this intricate network, circular RNAs (circRNAs) have emerged as pivotal regulators due to their unique covalently closed structures, which confer exceptional stability and multifunctional capabilities. This regulation is mediated through multiple mechanisms, such as acting as microRNA (miRNA) sponges, interacting with proteins, and, in certain instances, encoding functional peptides. The interaction between circRNAs and the TME not only affects cancer growth and metastasis but also influences immune evasion and therapeutic resistance. Elucidating the mechanisms by which circRNAs orchestrate these interactions is essential for identifying novel diagnostic biomarkers and developing effective therapeutic strategies. Such insights are expected to bridge gaps in current cancer biology, offering promising avenues for precision oncology and ultimately improving clinical outcomes for cancer patients.
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Affiliation(s)
- Yipei Guo
- School of Elderly Care Services and Management, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Yuanxun Gong
- Guangxi Key Laboratory for Preclinical and Translational Research on Bone and Joint Degenerative Diseases, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise 533000, China
| | - Man Wu
- School of Clinical Medicine, Wannan Medical College, Wuhu 241002, China
| | - Mengjia Ji
- School of Public Health, Wannan Medical College, Wuhu 241002, China
| | - Fei Xie
- Department of Urology, Affiliated Hospital of Qingdao University, Qingdao 266013, China.
| | - Hao Chen
- Department of Pathology, Wannan Medical College, Wuhu 241002, China; Postdoctoral Research Station of Clinical Medicine, Jinan University, Guangzhou 510632, China.
| | - Haitao Niu
- Department of Urology, Affiliated Hospital of Qingdao University, Qingdao 266013, China.
| | - Chao Tang
- School of Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China.
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4
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Fu J, Liu F, Bai S, Jiang X, Song H, Zhang M, Zhao R, Ouyang T, Yu M, Qian H, Xu S, Huo Y, Yang X, Chen L, Cao D, Guo T, Wei Y, Li L, Wang H. Circular RNA CDYL facilitates hepatocellular carcinoma stemness and PD-L1 + exosomes-mediated immunotherapy resistance via stabilizing hornerin protein by blocking synoviolin 1-mediated ubiquitination. Int J Biol Macromol 2025; 310:143246. [PMID: 40250664 DOI: 10.1016/j.ijbiomac.2025.143246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 04/14/2025] [Accepted: 04/15/2025] [Indexed: 04/20/2025]
Abstract
Despite the revolutionary progress in cancer immunotherapy, only a minority of hepatocellular carcinoma (HCC) patients respond to immune checkpoint inhibitors (ICIs). In this study, we found that the oncogenic circular RNA Circ-CDYL in HCC influences the efficacy of immunotherapy and the stemness characteristics of HCC cells by interacting with the hornerin (HRNR) protein. The degraded anti-PD-L1 immunotherapy responses induced by Circ-CDYL and HRNR were confirmed by peripheral blood mononuclear cells (PBMCs) killing assays in HCC cells, patient-derived organoids, and humanized immune system mouse models. Furthermore, Circ-CDYL interference reversed the cytotoxicity and proliferation of CD8+ T cells, resulting in ameliorated immune evasion in tumor spheroids upon anti-PD-L1 treatment. Mechanistically, Circ-CDYL upregulated HRNR expression by stabilizing the HRNR protein through the prevention of its degradation by the E3 ubiquitin ligase synoviolin 1 (SYVN1), which in sequence promoted the phosphorylation of the mTORC1 and p70S6K substrate. The abnormally activated mTORC1-p70S6K signaling increases the stemness of HCC cells and upregulates PD-L1 expression, which may attenuate anti-PD-L1 therapy efficacy via PD-L1+ exosomes. Our study revealed the mechanism by which Circ-CDYL and HRNR regulate the sensitivity of HCC to anti-PD-L1 therapy, and the findings have potential implications for patient stratification and clinical decision-making in HCC immunotherapy.
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Affiliation(s)
- Jingbo Fu
- Cancer Research Institute, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
| | - Fuyan Liu
- Cancer Research Institute, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
| | - Shilei Bai
- Department of Hepatic Surgery II, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Xue Jiang
- National Center for Liver Cancer, Shanghai, China
| | - Hao Song
- International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
| | - Man Zhang
- International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
| | - Ru Zhao
- International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
| | - Tao Ouyang
- International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
| | - Miao Yu
- National Center for Liver Cancer, Shanghai, China
| | - Haihua Qian
- National Center for Liver Cancer, Shanghai, China
| | - Shuo Xu
- International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
| | - Yunfei Huo
- National Center for Liver Cancer, Shanghai, China
| | - Xinwei Yang
- Department of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Lu Chen
- National Center for Liver Cancer, Shanghai, China
| | - Dan Cao
- International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China
| | - Tao Guo
- Department of integrated traditional Chinese and Western Medicine, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Yanping Wei
- Cancer Research Institute, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China.
| | - Liang Li
- Cancer Research Institute, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China.
| | - Hongyang Wang
- Cancer Research Institute, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; International Co-operation Laboratory on Signal Transduction, Eastern Hepato-biliary Surgery Institute, Second Military Medical University, Shanghai, China; National Center for Liver Cancer, Shanghai, China
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5
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Cao Y, He Y, Liao L, Xu L. Circular RNAs perspective: exploring the direction of immunotherapy for colorectal cancer. Front Oncol 2025; 15:1554179. [PMID: 40291917 PMCID: PMC12021614 DOI: 10.3389/fonc.2025.1554179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Accepted: 03/24/2025] [Indexed: 04/30/2025] Open
Abstract
Circular RNAs (circRNAs) are multifaceted molecules that play a pivotal role in regulating gene expression at both transcriptional and post-transcriptional levels. Their expression is highly tissue-specific and developmentally regulated, making them critical players in various physiological processes and diseases, particularly cancer. In colorectal cancer, circRNAs exhibit significantly dysregulated expression patterns and profoundly influence disease progression through diverse molecular mechanisms. Unraveling the complex roles of circRNAs in modulating colorectal cancer immunotherapy outcomes highlights their potential as both promising biomarkers and therapeutic targets. Moving forward, advancements in circRNA-based therapeutic strategies and delivery systems are poised to transform precision medicine, enabling early colorectal cancer diagnosis and improving patient prognosis.
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Affiliation(s)
- Yanlin Cao
- Department of Pathology, Changde Hospital, Xiangya School of Medicine, Central South University, Changde, Hunan, China
- The First Clinical Medical College of Guangdong Medical University, Zhanjiang, China
| | - Yuxing He
- Department of Medical Laboratory Medicine, Changde Hospital, Xiangya School of Medicine, Central South University, Changde, Hunan, China
| | - Lingshan Liao
- Department of Pathology, Changde Hospital, Xiangya School of Medicine, Central South University, Changde, Hunan, China
| | - Lixin Xu
- Neurosurgery Department, Changde Hospital, Xiangya School of Medicine, Central South University, Changde, Hunan, China
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Alqahtani S, Alqahtani T, Venkatesan K, Sivadasan D, Ahmed R, Elfadil H, Paulsamy P, Periannan K. Unveiling Pharmacogenomics Insights into Circular RNAs: Toward Precision Medicine in Cancer Therapy. Biomolecules 2025; 15:535. [PMID: 40305280 PMCID: PMC12024797 DOI: 10.3390/biom15040535] [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: 03/01/2025] [Revised: 03/27/2025] [Accepted: 04/01/2025] [Indexed: 05/02/2025] Open
Abstract
Pharmacogenomics is revolutionizing precision medicine by enabling tailored therapeutic strategies based on an individual genetic and molecular profile. Circular RNAs (circRNAs), a distinct subclass of endogenous non-coding RNAs, have recently emerged as key regulators of drug resistance, tumor progression, and therapeutic responses. Their covalently closed circular structure provides exceptional stability and resistance to exonuclease degradation, positioning them as reliable biomarkers and novel therapeutic targets in cancer management. This review provides a comprehensive analysis of the interplay between circRNAs and pharmacogenomics, focusing on their role in modulating drug metabolism, therapeutic efficacy, and toxicity profiles. We examine how circRNA-mediated regulatory networks influence chemotherapy resistance, alter targeted therapy responses, and impact immunotherapy outcomes. Additionally, we discuss emerging experimental tools and bioinformatics techniques for studying circRNAs, including multi-omics integration, machine learning-driven biomarker discovery, and high-throughput sequencing technologies. Beyond their diagnostic potential, circRNAs are being actively explored as therapeutic agents and drug delivery vehicles. Recent advancements in circRNA-based vaccines, engineered CAR-T cells, and synthetic circRNA therapeutics highlight their transformative potential in oncology. Furthermore, we address the challenges of standardization, reproducibility, and clinical translation, emphasizing the need for rigorous biomarker validation and regulatory frameworks to facilitate their integration into clinical practice. By incorporating circRNA profiling into pharmacogenomic strategies, this review underscores a paradigm shift toward highly personalized cancer therapies. circRNAs hold immense potential to overcome drug resistance, enhance treatment efficacy, and optimize patient outcomes, marking a significant advancement in precision oncology.
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Affiliation(s)
- Saud Alqahtani
- Department of Pharmacology, College of Pharmacy, King Khalid University, Abha 62521, Saudi Arabia; (S.A.); (T.A.)
| | - Taha Alqahtani
- Department of Pharmacology, College of Pharmacy, King Khalid University, Abha 62521, Saudi Arabia; (S.A.); (T.A.)
| | - Krishnaraju Venkatesan
- Department of Pharmacology, College of Pharmacy, King Khalid University, Abha 62521, Saudi Arabia; (S.A.); (T.A.)
| | - Durgaramani Sivadasan
- Department of Pharmaceutics, College of Pharmacy, Jazan University, P.O. Box 114, Jazan 45142, Saudi Arabia;
| | - Rehab Ahmed
- Division of Microbiology, Immunology and Biotechnology, Department of Natural Products and Alternative Medicine, Faculty of Pharmacy, University of Tabuk, Tabuk 71491, Saudi Arabia; (R.A.); (H.E.)
| | - Hassabelrasoul Elfadil
- Division of Microbiology, Immunology and Biotechnology, Department of Natural Products and Alternative Medicine, Faculty of Pharmacy, University of Tabuk, Tabuk 71491, Saudi Arabia; (R.A.); (H.E.)
| | - Premalatha Paulsamy
- College of Nursing, Mahalah Branch for Girls, King Khalid University, Abha 62521, Saudi Arabia;
| | - Kalaiselvi Periannan
- Department of Mental Health Nursing, Oxford School of Nursing & Midwifery, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford OX3 0FL, UK;
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7
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O'Leary E, Jiang Y, Kristensen LS, Hansen TB, Kjems J. The therapeutic potential of circular RNAs. Nat Rev Genet 2025; 26:230-244. [PMID: 39789148 DOI: 10.1038/s41576-024-00806-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/20/2024] [Indexed: 01/12/2025]
Abstract
Over the past decade, research into circular RNA (circRNA) has increased rapidly, and over the past few years, circRNA has emerged as a promising therapeutic platform. The regulatory functions of circRNAs, including their roles in templating protein translation and regulating protein and RNA functions, as well as their unique characteristics, such as increased stability and a favourable immunological profile compared with mRNAs, make them attractive candidates for RNA-based therapies. Here, we describe the properties of circRNAs, their therapeutic potential and technologies for their synthesis. We also discuss the prospects and challenges to be overcome to unlock the full potential of circRNAs as drugs.
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Affiliation(s)
| | - Yanyi Jiang
- Interdisciplinary Nanoscience Center, Aarhus University, Aarhus, Denmark
| | | | | | - Jørgen Kjems
- Interdisciplinary Nanoscience Center, Aarhus University, Aarhus, Denmark.
- Department of Molecular Biology and Genetics (MBG), Aarhus University, Aarhus, Denmark.
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Yuan J, Cui Y, Zhang J, Cai Y, Xu X. CircMMP11 is a Potential Recurrence Biomarker and Facilitates Progression of Esophageal Squamous Cell Carcinoma. Biochem Genet 2025:10.1007/s10528-025-11080-9. [PMID: 40085314 DOI: 10.1007/s10528-025-11080-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 03/06/2025] [Indexed: 03/16/2025]
Abstract
Esophageal cancer is a deadly tumor with a high mortality rate and unsatisfactory treatment effect. Circular RNAs (circRNAs), as a new kind of noncoding RNA molecules, were found to play a key role in variety of tumors. This study aimed to explore the participation of hsa_circ_0062558 (circMMP11) in the recurrence of ESCC and its role in ESCC progression. The expression of circMMP11 in tissue specimens and cells was measured using the RT-qPCR method. RNase R treatment assay and Actinomycin D treatment assay verified the stability of circMMP11. Receiver Operating Characteristic (ROC) curve was conducted to evaluate the clinical significance of circMMP11 in predicting postoperative recurrence. The capacities of circMMP11 on cellular behaviors were measured using cell counting kit (CCK-8) and Transwell assays. The circMMP11 expression was raised in ESCC tissues. The circMMP11 in tumor tissues of the recurrence/metastasis group was higher than that in the non-recurrence/metastasis group. ROC curve showed that circMMP11 in tumor tissues could detect the postoperative recurrence/metastasis of the patients with an area under the ROC curve (AUC) of 0.838. Silencing circMMP11 led to a reduction in the proliferative, migratory, and invasive capacities of ESCC cells, and miR-671-5p inhibitor partially diminished the inhibitory effects of si-circMMP11. The high circMMP11 expression in postoperative tissues of patients with ESCC is correlated with recurrence and metastasis, and it has potential predictive value for postoperative recurrence and metastasis of patients. Inhibition of circMMP11 repressed ESCC cell behaviors by regulating miR-671-5p, which may be a potential target for early diagnosis of recurrence and treatment of ESCC.
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Affiliation(s)
- Jingnan Yuan
- College of Life Sciences, University of Chinese Academy of Sciences, No. 19Jia, Yuquan Road, Shijingshan District, Beijing, 100049, China
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, BGI Research, No.1, Banshan East Road, Gongshu District, Hangzhou, 310000, China
| | - Ying Cui
- Department II of Radiation Oncology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, 266042, China
| | - JiWen Zhang
- Department of Gastroenterology, Shanghai Baoshan Luodian Hospital, Shanghai, 201908, China
| | - Yan Cai
- Department of Gastroenterology, Shanghai Baoshan Luodian Hospital, Shanghai, 201908, China
| | - Xun Xu
- College of Life Sciences, University of Chinese Academy of Sciences, No. 19Jia, Yuquan Road, Shijingshan District, Beijing, 100049, China.
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, BGI Research, No.1, Banshan East Road, Gongshu District, Hangzhou, 310000, China.
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Diaz C, Ayobahan SU, Simon S, Zühl L, Schiermeyer A, Eilebrecht E, Eilebrecht S. Classification of and detection techniques for RNAi-induced effects in GM plants. FRONTIERS IN PLANT SCIENCE 2025; 16:1535384. [PMID: 40123947 PMCID: PMC11925957 DOI: 10.3389/fpls.2025.1535384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 02/08/2025] [Indexed: 03/25/2025]
Abstract
RNA interference (RNAi) is a biotechnological tool used for gene silencing in plants, with both endogenous and exogenous applications. Endogenous approaches, such as host-induced gene silencing (HIGS), involve genetically modified (GM) plants, while exogenous methods include spray-induced gene silencing (SIGS). The RNAi mechanism hinges on the introduction of double-stranded RNA (dsRNA), which is processed into short interfering RNAs (siRNAs) that degrade specific messenger RNAs (mRNAs). However, unintended effects on non-target organisms and GM plants are a concern due to sequence homologies or siRNA-induced epigenetic changes. Regulatory bodies such as the EPA and EFSA emphasize the need for comprehensive risk assessments. Detecting unintended effects is complex, often relying on bioinformatic tools and untargeted analyses like transcriptomics and metabolomics, though these methods require extensive genomic data. This review aims to classify mechanisms of RNAi effects induced by short interfering RNA from different sources in plants and to identify technologies that can be used to detect these effects. In addition, practical case studies are summarized and discussed in which previously unintended RNAi effects in genetically modified plants have been investigated. Current literature is limited but suggests RNAi is relatively specific, with few unintended effects observed in GM crops. However, further studies are needed to fully understand and mitigate potential risks, particularly those related to transcriptional gene silencing (TGS) mechanisms, which are less predictable than post-transcriptional gene silencing (PTGS). Particularly the application of untargeted approaches such as small RNA sequencing and transcriptomics is recommended for thorough and comprehensive risk assessments.
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Affiliation(s)
- Cecilia Diaz
- Department Ecotoxicology, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany
| | - Steve U. Ayobahan
- Department Ecotoxicogenomics, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany
| | - Samson Simon
- Division I 3.2 Synthetic Biology Assessment, Enforcement of Genetic Engineering Act, Federal Agency for Nature Conservation (BfN), Bonn, Germany
| | - Luise Zühl
- Division I 3.2 Synthetic Biology Assessment, Enforcement of Genetic Engineering Act, Federal Agency for Nature Conservation (BfN), Bonn, Germany
| | - Andreas Schiermeyer
- Department Plant Sciences & Bio-Hybrids, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Aachen, Germany
| | - Elke Eilebrecht
- Department Ecotoxicology, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany
| | - Sebastian Eilebrecht
- Department Ecotoxicogenomics, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany
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Zhou L, Li J, Sun X, Xin Y, Yin S, Ning X. CircArid4b: A novel circular RNA regulating antibacterial response during hypoxic stress via apoptosis in yellow catfish (Pelteobagrus fulvidraco). Comp Biochem Physiol C Toxicol Pharmacol 2025; 289:110121. [PMID: 39788357 DOI: 10.1016/j.cbpc.2025.110121] [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: 12/07/2024] [Revised: 01/01/2025] [Accepted: 01/04/2025] [Indexed: 01/12/2025]
Abstract
The intricate interaction among host, pathogen, and environment significantly influences aquatic health, yet the influence of hypoxic stress combined with bacterial infection on host response is understudied. Circular RNAs with stable closed-loop structures have emerged as important regulators in immunity, yet remain ill-defined in fish. In this study, we systematically explored the circRNA response in yellow catfish subjected to combined hypoxia-bacterial infection (HB) stress. Following HB stress, H&E and TUNEL staining identified heightened hepatocyte apoptosis, intracellular vacuolation, and inflammatory tissue damage. RT-qPCR elucidated that differentially expressed genes stimulated by HB synergistically enhanced apoptosis and inflammatory responses. Importantly, we systematically evaluated differentially expressed circRNAs (DEcirs) in yellow catfish under hypoxia with and without Aeromonas veronii infection and identified a novel HB-specific DEcir, designated as circArid4b, whose parental gene Arid4b is highly associated with apoptosis. Experiments confirmed the circular structure of circArid4b and revealed that under HB stimulation, specific knockdown of circArid4b inhibited the expression of Arid4b, while concurrent alterations in multiple apoptosis- and inflammation-related genes synergistically indicated the promotion of apoptotic and inflammatory pathways. Notably, the downregulation of circArid4b expression significantly reduced the susceptibility to bacterial infection in yellow catfish during hypoxia. These results suggest that HB-induced suppression of circArid4b promotes cell apoptosis and inflammation by inhibiting its parental gene and thereby facilitating resistance to bacterial infection during hypoxia. Our study enriches the understanding of fish circRNA mechanisms and offers novel preventive and control strategies for bacterial infections in fish under hypoxic environments.
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Affiliation(s)
- Linxin Zhou
- Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Jiangsu Key Laboratory of Ocean-Land Environmental Change and Ecological Construction, School of Marine Science and Engineering, Nanjing Normal University, Nanjing 210023, Jiangsu, China
| | - Jiayi Li
- Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Jiangsu Key Laboratory of Ocean-Land Environmental Change and Ecological Construction, School of Marine Science and Engineering, Nanjing Normal University, Nanjing 210023, Jiangsu, China
| | - Xinxin Sun
- Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Jiangsu Key Laboratory of Ocean-Land Environmental Change and Ecological Construction, School of Marine Science and Engineering, Nanjing Normal University, Nanjing 210023, Jiangsu, China
| | - Yingying Xin
- Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Jiangsu Key Laboratory of Ocean-Land Environmental Change and Ecological Construction, School of Marine Science and Engineering, Nanjing Normal University, Nanjing 210023, Jiangsu, China
| | - Shaowu Yin
- Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Jiangsu Key Laboratory of Ocean-Land Environmental Change and Ecological Construction, School of Marine Science and Engineering, Nanjing Normal University, Nanjing 210023, Jiangsu, China; Co-Innovation Center for Marine Bio-Industry Technology of Jiangsu Province, Lianyungang 222005, China
| | - Xianhui Ning
- Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Jiangsu Key Laboratory of Ocean-Land Environmental Change and Ecological Construction, School of Marine Science and Engineering, Nanjing Normal University, Nanjing 210023, Jiangsu, China; Co-Innovation Center for Marine Bio-Industry Technology of Jiangsu Province, Lianyungang 222005, China.
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11
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Lv C, Chen J, Wang Y, Lin Y. Immunoregulatory role of exosomal circRNAs in the tumor microenvironment. Front Oncol 2025; 15:1453786. [PMID: 40034598 PMCID: PMC11872884 DOI: 10.3389/fonc.2025.1453786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 01/02/2025] [Indexed: 03/05/2025] Open
Abstract
As cancer incidence and mortality rates rise, there is an urgent need to develop effective immunotherapy strategies. Circular RNA (circRNA), a newly identified type of non-coding RNA, is abundant within cells and can be released via exosomes, facilitating communication between cells. Studies have demonstrated that exosomal circRNAs can alter the tumor microenvironment and modulate immune responses by influencing the functions of T cells, natural killer (NK) cells, and macrophages, thereby enabling tumors to evade the immune system. Moreover, exosomal circRNAs show potential as diagnostic biomarkers and therapeutic targets for cancer. This review summarizes the regulatory roles of exosomal circRNAs in immune cells and their potential applications in cancer progression and treatment, highlighting their promise in improving cancer immunotherapy. Future research should concentrate on understanding the mechanisms of key exosomal circRNAs and developing targeted immunotherapy methods.
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Affiliation(s)
- Cunming Lv
- College of Basic Medical Sciences, China Three Gorges University, Yichang, China
- Hubei Key Laboratory of Tumor Microenvironment and Immunotherapy, China Three Gorges University, Yichang, China
| | - Jinhao Chen
- College of Basic Medical Sciences, China Three Gorges University, Yichang, China
- Hubei Key Laboratory of Tumor Microenvironment and Immunotherapy, China Three Gorges University, Yichang, China
| | - Yuxiang Wang
- College of Electrical Engineering and New Energy, China Three Gorges University, Yichang, China
| | - Yichen Lin
- Department of Medicine, Ningbo University, Ningbo, China
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12
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Chai M, Gao B, Wang S, Zhang L, Pei X, Yue B, Zhen X, Zhang M. Leveraging plant-derived nanovesicles for advanced nucleic acid-based gene therapy. Theranostics 2025; 15:324-339. [PMID: 39744221 PMCID: PMC11667239 DOI: 10.7150/thno.104507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Accepted: 11/11/2024] [Indexed: 01/11/2025] Open
Abstract
Gene therapy has evolved into a pivotal approach for treating genetic disorders, extending beyond traditional methods of directly repairing or replacing defective genes. Recent advancements in nucleic acid-based therapies-including mRNA, miRNA, siRNA, and DNA treatments have expanded the scope of gene therapy to include strategies that modulate protein expression and deliver functional genetic material without altering the genetic sequence itself. This review focuses on the innovative use of plant-derived nanovesicles (PDNVs) as a promising delivery system for these nucleic acids. PDNVs not only enhance the stability and bioavailability of therapeutic nucleic acids but also improve their specificity and efficacy in targeted gene therapy applications. They have shown potential in the treatment of various diseases, including cancer and inflammatory conditions. By examining the unique properties of PDNVs and their role in overcoming the limitations of conventional delivery methods, this review highlights the transformative potential of PDNV-based nucleic acid therapies in advancing the field of gene therapy.
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Affiliation(s)
- Meihong Chai
- Xi'an Hospital of Traditional Chinese Medicine, Xi'an, Shaanxi, 710021, China
| | - Bowen Gao
- Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, 710061, China
| | - Shihua Wang
- School of Medicine, Xi'an Peihua University, Xi'an, Shaanxi, 710125, China
| | - Liping Zhang
- School of Basic Medicine and Forensic Medicine, Henan University of Science and Technology, Luoyang, Henan, 471000, China
| | - Xing Pei
- Tianjin Key Laboratory of Food and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China
| | - Baosen Yue
- Xi'an Hospital of Traditional Chinese Medicine, Xi'an, Shaanxi, 710021, China
| | - Xueyan Zhen
- Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, 710061, China
| | - Mingzhen Zhang
- Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, 710061, China
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13
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Schaft N, Dörrie J. The Role of Non-coding RNAs in Tumorigenesis, Diagnosis/Prognosis, and Therapeutic Strategies for Cutaneous Melanoma. Methods Mol Biol 2025; 2883:79-107. [PMID: 39702705 DOI: 10.1007/978-1-0716-4290-0_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2024]
Abstract
RNA is a substance with various biological functions. It serves as blueprint for proteins and shuttles information from the genes to the protein factories of the cells. However, these factories-the ribosomes-are also composed mainly of RNA, whose purpose is not storing information but enzymatic action. In addition, there is a cornucopia of RNA molecules within our cells that form a complex regulatory network, connected with all aspects of cellular development and maintenance. These non-coding RNAs can be used for diagnostics and therapeutic strategies in cancer. In this chapter we give an overview of recent developments in non-coding RNA-based diagnostics and therapies for cutaneous melanoma. It is not meant to be comprehensive; however, it describes examples based on some of the most recent publications in this field.
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Affiliation(s)
- Niels Schaft
- Department of Dermatology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Universitätsklinikum Erlangen, CCC WERA, Comprehensive Cancer Center Erlangen European Metropolitan Area of Nuremberg (CCC ER-EMN), Deutsches Zentrum Immuntherapie (DZI), Bavarian Cancer Research Center (BZKF), Erlangen, Germany.
| | - Jan Dörrie
- Department of Dermatology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Universitätsklinikum Erlangen, CCC WERA, Comprehensive Cancer Center Erlangen European Metropolitan Area of Nuremberg (CCC ER-EMN), Deutsches Zentrum Immuntherapie (DZI), Bavarian Cancer Research Center (BZKF), Erlangen, Germany
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14
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Fan J, Xue L, Lu R, Liu J, Luo J. Has_circ_0002360 facilitates immune evasion by enhancing heterogeneous nuclear ribonucleoprotein A1 stability, thereby promoting malignant progression in non-small cell lung cancer. Exp Cell Res 2024; 443:114312. [PMID: 39476941 DOI: 10.1016/j.yexcr.2024.114312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 10/21/2024] [Accepted: 10/27/2024] [Indexed: 11/21/2024]
Abstract
Non-small cell lung cancer (NSCLC) is marked by complex molecular aberrations including differential expression of circular RNAs (circRNAs). hsa_circ_0002360, a circRNA, has been identified as overexpressed in NSCLC. This study aimed to evaluate the expression patterns of hsa_circ_0002360 and its potential role as an oncogenic factor in NSCLC. We analyzed two GEO datasets (GSE112214 and GSE158695) using R software to identify differentially expressed circRNAs. Quantitative reverse transcription PCR (qRT-PCR) assessed the expression of hsa_circ_0002360 in NSCLC tissues and cell lines compared to controls. We used siRNA and overexpression vectors to modulate hsa_circ_0002360 levels in A549 cells, followed by assays to assess proliferation, migration, invasion, apoptosis, and epithelial-mesenchymal transition (EMT). Interactions with RNA-binding proteins, specifically HNRNPA1, were investigated using RNA-pull down and RIP assays. In GEO datasets GSE112214 and GSE158695, hsa_circ_0002360 was identified as significantly overexpressed in NSCLC, a finding supported by qRT-PCR analyses showing higher levels in NSCLC tissues and cell lines compared to controls. Functional assays demonstrated that knockdown of hsa_circ_0002360 in A549 cells decreased proliferation, migration, invasion, and altered epithelial-mesenchymal transition marker expression, while inducing apoptosis, suggesting its oncogenic role. Conversely, overexpression promoted tumor characteristics, corroborated by in vivo xenograft models showing increased tumor growth. Hsa_circ_0002360's interaction with HNRNPA1, evidenced through RNA-pull down and RIP assays, implicates it in regulatory pathways that enhance NSCLC progression. This expression was also correlated with advanced TNM stages and metastasis, highlighting its potential as a therapeutic target. hsa_circ_0002360 acts as an oncogene in NSCLC, promoting tumor progression and metastasis through regulation of cell growth, apoptosis, and EMT processes. The interaction between hsa_circ_0002360 and HNRNPA1 suggests a novel mechanism of circRNA-mediated modulation of NSCLC pathology, providing potential targets for therapeutic intervention.
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Affiliation(s)
- Jun Fan
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing City, Jiangsu Province, 210000, China
| | - Lei Xue
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing City, Jiangsu Province, 210000, China
| | - Rongxin Lu
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing City, Jiangsu Province, 210000, China
| | - Jinyuan Liu
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing City, Jiangsu Province, 210000, China
| | - Jinhua Luo
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing City, Jiangsu Province, 210000, China.
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15
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Zharova AMD, Perenkov AD, Vedunova MV. Circular RNAs as multifaceted molecular regulators of vital activity and potential biomarkers of aging. Epigenomics 2024; 16:1465-1475. [PMID: 39589864 PMCID: PMC11622801 DOI: 10.1080/17501911.2024.2430165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 11/06/2024] [Indexed: 11/28/2024] Open
Abstract
Aging presents a significant challenge to health and social care systems due to the increasing proportion of the elderly population. The identification of reliable biomarkers to assess the progression of aging remains an unresolved question. Circular RNAs (circRNAs) are single-stranded covalently closed RNAs. They have been found to regulate various biological processes. CircRNAs are present in human biological fluids, are relatively stable, and accumulate with age, making them promising as biomarkers of aging. Current information on the expression of circRNAs in aging was analyzed using scientific databases. In this review, we have identified key stages in the study of circRNAs during aging and summarized the current understanding of their biogenesis. By focusing on the role of circRNAs in processes that contribute to aging - such as genomic stability, metabolism, cell death, and signaling pathways - we hypothesize that circRNAs may drive the aging process through their age-related accumulation and resultant deregulation. Examples of age-related differential expression of circRNAs in various species, including humans, are provided. This review highlights the importance of finding novel epigenetic biomarkers of aging, beyond the already identified molecules (circFOXO3, circRNA100783, circPVT1), and highlights circRNAs as a potential therapeutic target for the treatment of age-associated diseases.
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Affiliation(s)
- Anna-Maria D. Zharova
- Institute of Biology and Biomedicine, National Research Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia
| | - Alexey D. Perenkov
- Institute of Biology and Biomedicine, National Research Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia
| | - Maria V. Vedunova
- Institute of Biology and Biomedicine, National Research Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia
- Biophotonics Center, Prokhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia
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16
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Wang R, Zhu XY, Wang Y. Knowledge graph and frontier trends in melanoma-associated ncRNAs: a bibliometric analysis from 2006 to 2023. Front Oncol 2024; 14:1439324. [PMID: 39659781 PMCID: PMC11628868 DOI: 10.3389/fonc.2024.1439324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 09/24/2024] [Indexed: 12/12/2024] Open
Abstract
Objectives Malignant melanoma (MM) is a highly malignant skin tumor. Although research on non-coding RNAs (ncRNAs) of MM has advanced swiftly in recent years, no specific bibliometric analyses have been conducted on this topic. The present study aims to summarize the knowledge graphs and frontier trends and to provide new perspectives and direction of collaboration for researchers. Method Research data on melanoma and ncRNA published from January 1, 2006 to October 9, 2023 were retrieved and extracted from Web of Science. R Studio (Version 4.3.1), Scimago Graphica (Version 1.0.36), VOSviewer version (1.6.19), and Citespace (6.2.4R) were used to analyze the publications, countries, journals, institutions, authors, keywords, references, and other relevant data and to build collaboration network graphs and co-occurrence network graphs accordingly. Results A total of 1,222 articles were retrieved, involving 4,894 authors, 385 journals, 43,220 references, 2413 keywords, and 1,651 institutions in 47 countries. The average annual growth rate in the number of articles was 25.02% from 2006 to 2023; among all the journals, Plos One had the highest number of publications and citations, which are 42 publications and 2,228 citations, respectively. Chinese researchers were the most prolific publishers in this field, having published a total of 657 articles, among which 42 were published by Shanghai Jiao Tong University, which was the most productive institution. In recent years, the most explored keywords included long non-coding RNAs, immunotherapy, and exosm. According to the timeline chart of reference co-citation, "functional role" has been the most explored hotspot since 2015, and human cancer is a newly emerged hotspot after 2021. Conclusion Through a bibliometric analysis, this study included all publications on ncRNAs and melanoma that were published in English from 2006 to 2023 in Web of Science to analyze the trends in the number of publications, international research focuses, and the direction of collaboration. The results of this study may provide information on knowledge graph, frontier trends and identify research topics in melanoma. More current research proved that ncRNA plays a crucial role in the biological behavior of melanoma including proliferation, invasion, metastasis, drug resistance, etc. With the development of research on ncRNA and melanoma, ncRNA may great potential in development of early diagnosis, targeted therapy and efficacy evaluation in the future. The results of this study also provide new perspectives and research partners for researchers in this field.
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Affiliation(s)
- Ru Wang
- Department of Pediatrics, Xinzhou District People’s Hospital, Wuhan, Hubei, China
| | - Xiao-yan Zhu
- Sanquan College of Xinxiang Medical University, Xinxiang, Henan, China
| | - Yi Wang
- The Fifth People’s Hospital of Hainan Province, Affiliated Dermatology Hospital of Hainan Medical University, Haikou, Hainan, China
- The Department of Dermatology, Xiangya Hospital, Central South University, Changsha, Hunan, China
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17
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Cao C, Wang C, Dai Q, Zou Q, Wang T. CRBPSA: CircRNA-RBP interaction sites identification using sequence structural attention model. BMC Biol 2024; 22:260. [PMID: 39543602 PMCID: PMC11566611 DOI: 10.1186/s12915-024-02055-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Accepted: 10/30/2024] [Indexed: 11/17/2024] Open
Abstract
BACKGROUND Due to the ability of circRNA to bind with corresponding RBPs and play a critical role in gene regulation and disease prevention, numerous identification algorithms have been developed. Nevertheless, most of the current mainstream methods primarily capture one-dimensional sequence features through various descriptors, while neglecting the effective extraction of secondary structure features. Moreover, as the number of introduced descriptors increases, the issues of sparsity and ineffective representation also rise, causing a significant burden on computational models and leaving room for improvement in predictive performance. RESULTS Based on this, we focused on capturing the features of secondary structure in sequences and developed a new architecture called CRBPSA, which is based on a sequence-structure attention mechanism. Firstly, a base-pairing matrix is generated by calculating the matching probability between each base, with a Gaussian function introduced as a weight to construct the secondary structure. Then, a Structure_Transformer is employed to extract base-pairing information and spatial positional dependencies, enabling the identification of binding sites through deeper feature extraction. Experimental results using the same set of hyperparameters on 37 circRNA datasets, totaling 671,952 samples, show that the CRBPSA algorithm achieves an average AUC of 99.93%, surpassing all existing prediction methods. CONCLUSIONS CRBPSA is a lightweight and efficient prediction tool for circRNA-RBP, which can capture structural features of sequences with minimal computational resources and accurately predict protein-binding sites. This tool facilitates a deeper understanding of the biological processes and mechanisms underlying circRNA and protein interactions.
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Affiliation(s)
- Chao Cao
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China, Quzhou, Zhejiang, China
| | - Chunyu Wang
- Faculty of Computing, Harbin Institute of Technology, Harbin, Heilongjiang, China
| | - Qi Dai
- College of Life Science and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Quan Zou
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China, Quzhou, Zhejiang, China
| | - Tao Wang
- School of Computer Science, Northwestern Polytechnical University, Xi'an, China.
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18
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Li Y, Quan F, Wu Y, Zhang Y, Xu R, Wu Y, Liang Y, Zhang J, Gao H, Zhang K. Quantitative Analysis of Cell-Free RNA at Attomolar Level Using CRISPR/Cas Digital Imaging Platform. Anal Chem 2024; 96:17362-17369. [PMID: 39412419 DOI: 10.1021/acs.analchem.4c04067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/30/2024]
Abstract
Quantitative analysis of cell-free RNA (cfRNA) in plasma sample can be used for screening, diagnosing, and prognosticating of multiple diseases. Here, we report a quantitative CRISPR/Cas digital imaging platform (qCasdip) for the detection of various cfRNAs, including circular RNAs and miRNAs, in clinical samples at the attomolar (aM) level without the need for preamplification. Digital counting strategy provides qCasdip quantitative ability with a linear detection range of 102-106 aM. Meanwhile, qCasdip demonstrated cfRNA profiling in clinical plasma samples, improving the diagnosis of breast cancer. These data highlight the potential of qCasdip to quantitatively assess the molecular patterns of specific cfRNA panels in plasma, thereby providing a novel liquid biopsy solution to enhance disease diagnosis.
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Affiliation(s)
- Yanan Li
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Fenglei Quan
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Yige Wu
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Yongyuan Zhang
- Department of Pathogen Biology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Ru Xu
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Yonghua Wu
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Yan Liang
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Junli Zhang
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Hua Gao
- Department of Pathogen Biology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Kaixiang Zhang
- School of Pharmaceutical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou 450001, Henan, China
- Beijing Life Science Academy, Beijing 102209, China
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19
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Chhabra R. Molecular and modular intricacies of precision oncology. Front Immunol 2024; 15:1476494. [PMID: 39507541 PMCID: PMC11537923 DOI: 10.3389/fimmu.2024.1476494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 09/30/2024] [Indexed: 11/08/2024] Open
Abstract
Precision medicine is revolutionizing the world in combating different disease modalities, including cancer. The concept of personalized treatments is not new, but modeling it into a reality has faced various limitations. The last decade has seen significant improvements in incorporating several novel tools, scientific innovations and governmental support in precision oncology. However, the socio-economic factors and risk-benefit analyses are important considerations. This mini review includes a summary of some commendable milestones, which are not just a series of successes, but also a cautious outlook to the challenges and practical implications of the advancing techno-medical era.
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Affiliation(s)
- Ravneet Chhabra
- Business Department, Biocytogen Boston Corporation, Waltham, MA, United States
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20
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Kim J. Circular RNAs: Novel Players in Cancer Mechanisms and Therapeutic Strategies. Int J Mol Sci 2024; 25:10121. [PMID: 39337606 PMCID: PMC11432211 DOI: 10.3390/ijms251810121] [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: 08/14/2024] [Revised: 09/19/2024] [Accepted: 09/19/2024] [Indexed: 09/30/2024] Open
Abstract
Circular RNAs (circRNAs) are a novel class of noncoding RNAs that have emerged as pivotal players in gene regulation. Our understanding of circRNAs has greatly expanded over the last decade, with studies elucidating their biology and exploring their therapeutic applications. In this review, we provide an overview of the current understanding of circRNA biogenesis, outline their mechanisms of action in cancer, and assess their clinical potential as biomarkers. Furthermore, we discuss circRNAs as a potential therapeutic strategy, including recent advances in circRNA production and translation, along with proof-of-concept preclinical studies of cancer vaccines.
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Affiliation(s)
- Jimi Kim
- Department of Life Sciences, Gachon University, Seongnam 13120, Republic of Korea;
- Department of Health Science and Technology, GAIHST, Lee Gil Ya Cancer and Diabetes Institute, Incheon 21999, Republic of Korea
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21
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Wang Q, Xia J, Yang C, Chen X, Chen B, Li Y, Huang H, Lin B, Guo L, Xu J. Cross-Priming-Linked Hierarchical Isothermal Amplification Programming Progressive Activating Clustered Regularly Interspaced Short Palindromic Repeats/Cas12a in miRNA Signaling. Anal Chem 2024; 96:14205-14214. [PMID: 39171996 DOI: 10.1021/acs.analchem.4c02795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2024]
Abstract
Cascade isothermal nucleic acid amplification, which integrates several different amplification protocols to enhance the assay performance, is widely utilized in biosensing, particularly for detecting microRNAs (miRNAs), crucial biomarkers associated with tumor initiation and progression. However, striking a balance between a high amplification efficiency and simplicity in design remains a challenge. Therefore, methods achieving high amplification efficiency without significantly increasing complexity are highly favored. In this study, we propose a novel approach for miRNA detection, employing cross-priming-linked hierarchical isothermal amplification (CP-HIA) to progressively activate the clustered regularly interspaced short palindromic repeats (CRISPR)/Cas12a system. The CP-HIA method strategically combines nicking-rolling circle amplification (n-RCA) and palindrome-aided circular strand displacement amplification (p-CSDA) for miRNA detection. Remarkably, this method utilizes only two main probes. Its key innovation lies in the interactive cross-priming strategy, wherein the amplification product from n-RCA is recycled to further drive p-CSDA, and vice versa. This interactive process establishes a hierarchical amplification, significantly enriching the activation probes for progressive CRISPR/Cas12a activation and subsequent target signal amplification. Consequently, the method exhibits greatly enhanced analytical performance, including high sensitivity and specificity in detecting low concentrations of miRNA. As low as 1.06 fM miRNA can thus be quantitatively detected, and the linear response of the miRNA is from 10 fM to 10 nM. These features demonstrate its potential for early disease diagnosis and monitoring. We anticipate that the CP-HIA method will serve as a promising platform for developing advanced molecular diagnostic tools for biomedical research.
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Affiliation(s)
- Qi Wang
- Key Laboratory of Embryo Development and Reproductive Regulation, School of Biological and Food Engineering, Fuyang Normal University, Fuyang, Anhui 236037, P. R. China
- Jiaxing Key Laboratory of Molecular Recognition and Sensing, College of Biological, Chemical Sciences and Engineering, Jiaxing University, Jiaxing, Zhejiang 314001, P. R. China
| | - Juan Xia
- Key Laboratory of Embryo Development and Reproductive Regulation, School of Biological and Food Engineering, Fuyang Normal University, Fuyang, Anhui 236037, P. R. China
| | - Chengying Yang
- Key Laboratory of Embryo Development and Reproductive Regulation, School of Biological and Food Engineering, Fuyang Normal University, Fuyang, Anhui 236037, P. R. China
| | - Xiumei Chen
- Key Laboratory of Embryo Development and Reproductive Regulation, School of Biological and Food Engineering, Fuyang Normal University, Fuyang, Anhui 236037, P. R. China
| | - Baoqiang Chen
- Jiaxing Key Laboratory of Molecular Recognition and Sensing, College of Biological, Chemical Sciences and Engineering, Jiaxing University, Jiaxing, Zhejiang 314001, P. R. China
| | - Yang Li
- Key Laboratory of Embryo Development and Reproductive Regulation, School of Biological and Food Engineering, Fuyang Normal University, Fuyang, Anhui 236037, P. R. China
| | - Hong Huang
- Jiaxing Key Laboratory of Molecular Recognition and Sensing, College of Biological, Chemical Sciences and Engineering, Jiaxing University, Jiaxing, Zhejiang 314001, P. R. China
| | - Bingyong Lin
- Jiaxing Key Laboratory of Molecular Recognition and Sensing, College of Biological, Chemical Sciences and Engineering, Jiaxing University, Jiaxing, Zhejiang 314001, P. R. China
| | - Longhua Guo
- Jiaxing Key Laboratory of Molecular Recognition and Sensing, College of Biological, Chemical Sciences and Engineering, Jiaxing University, Jiaxing, Zhejiang 314001, P. R. China
| | - Jianguo Xu
- Jiaxing Key Laboratory of Molecular Recognition and Sensing, College of Biological, Chemical Sciences and Engineering, Jiaxing University, Jiaxing, Zhejiang 314001, P. R. China
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22
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Zhang W, Xu C, Yang Z, Zhou J, Peng W, Zhang X, Li H, Qu S, Tao K. Circular RNAs in tumor immunity and immunotherapy. Mol Cancer 2024; 23:171. [PMID: 39169354 PMCID: PMC11337656 DOI: 10.1186/s12943-024-02082-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 08/13/2024] [Indexed: 08/23/2024] Open
Abstract
Circular RNAs (circRNAs) are unique noncoding RNAs that have a closed and stable loop structure generated through backsplicing. Due to their conservation, stability and tissue specificity, circRNAs can potentially be used as diagnostic indicators and therapeutic targets for certain tumors. Many studies have shown that circRNAs can act as microRNA (miRNA) sponges, and engage in interactions with proteins and translation templates to regulate gene expression and signal transduction, thereby participating in the occurrence and development of a variety of malignant tumors. Immunotherapy has revolutionized the treatment of cancer. Early researches have indicated that circRNAs are involved in regulating tumor immune microenvironment and antitumor immunity. CircRNAs may have the potential to be important targets for increasing sensitivity to immunotherapy and expanding the population of patients who benefit from cancer immunotherapy. However, few studies have investigated the correlation between circRNAs and tumor immunity. In this review, we summarize the current researches on circRNAs involved in antitumor immune regulation through different mechanisms and their potential value in increasing immunotherapy efficacy with the goal of providing new targets for cancer immunotherapy.
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Affiliation(s)
- Wenjie Zhang
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China
- College of Life Sciences, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Chen Xu
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China
| | - Zhipeng Yang
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China
- College of Life Sciences, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Jingshi Zhou
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China
| | - Wei Peng
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China
| | - Xuan Zhang
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China
| | - Haimin Li
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China
| | - Shibin Qu
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China.
| | - Kaishan Tao
- Department of Hepatobiliary Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710032, China.
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Li K, Lv J, Wang J, Wei Y, Zhang Y, Lin J, Zhu Q. CircZNF609 inhibited bladder cancer immunotherapy sensitivity via enhancing fatty acid uptake through IGF2BP2/CD36 pathway. Int Immunopharmacol 2024; 137:112485. [PMID: 38878487 DOI: 10.1016/j.intimp.2024.112485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 07/11/2024]
Abstract
Circular RNAs (circRNAs) are gaining attention for their involvement in immune escape and immunotherapy sensitivity regulation. CircZNF609 is a well-known oncogene in various solid tumours. Our previous research revealed its role in reducing the chemosensitivity of bladder cancer (BCa) to cisplatin. However, the underlying role of circZNF609 in BCa immune escape and immunotherapy sensitivity remains unknown. We conducted BCa cells-CD8 + T cells co-culture assays, cell line-derived xenograft and patient-derived xenograft mouse models with human immune reconstitution to further confirm the role of circZNF609 in BCa immune escape and immunotherapy sensitivity. Overexpression of circZNF609 promoted BCa immune escape in vitro and in vivo. Mechanistically, circZNF609 was bound to IGF2BP2, enhancing its interaction with the 3'-untranslated region of CD36. This increased the stability of the CD36 mRNA, leading to enhanced fatty acid uptake by BCa cells and fatty acid depletion within the tumour microenvironment. Additionally, the nuclear export of circZNF609 was regulated by DDX39B. CircZNF609 promoted immune escape and suppressed BCa immunotherapy sensitivity by regulating the newly identified circZNF609/IGF2BP2/CD36 cascade. Therefore, circZNF609 holds potential as both a biomarker and therapeutic target in BCa immunotherapy.
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Affiliation(s)
- Kai Li
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jiancheng Lv
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jun Wang
- Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Yong Wei
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yetao Zhang
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jianzhong Lin
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
| | - Qingyi Zhu
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China; Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.
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24
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de Gonzalo-Calvo D, Karaduzovic-Hadziabdic K, Dalgaard LT, Dieterich C, Perez-Pons M, Hatzigeorgiou A, Devaux Y, Kararigas G. Machine learning for catalysing the integration of noncoding RNA in research and clinical practice. EBioMedicine 2024; 106:105247. [PMID: 39029428 PMCID: PMC11314885 DOI: 10.1016/j.ebiom.2024.105247] [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: 03/08/2024] [Revised: 06/17/2024] [Accepted: 07/02/2024] [Indexed: 07/21/2024] Open
Abstract
The human transcriptome predominantly consists of noncoding RNAs (ncRNAs), transcripts that do not encode proteins. The noncoding transcriptome governs a multitude of pathophysiological processes, offering a rich source of next-generation biomarkers. Toward achieving a holistic view of disease, the integration of these transcripts with clinical records and additional data from omic technologies ("multiomic" strategies) has motivated the adoption of artificial intelligence (AI) approaches. Given their intricate biological complexity, machine learning (ML) techniques are becoming a key component of ncRNA-based research. This article presents an overview of the potential and challenges associated with employing AI/ML-driven approaches to identify clinically relevant ncRNA biomarkers and to decipher ncRNA-associated pathogenetic mechanisms. Methodological and conceptual constraints are discussed, along with an exploration of ethical considerations inherent to AI applications for healthcare and research. The ultimate goal is to provide a comprehensive examination of the multifaceted landscape of this innovative field and its clinical implications.
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Affiliation(s)
- David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
| | | | | | - Christoph Dieterich
- Klaus Tschira Institute for Integrative Computational Cardiology and Department of Internal Medicine III, University Hospital Heidelberg, Germany; German Center for Cardiovascular Research (DZHK) - Partner Site Heidelberg/Mannheim, Germany
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Artemis Hatzigeorgiou
- DIANA-Lab, Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece; Hellenic Pasteur Institute, Athens, Greece
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Georgios Kararigas
- Department of Physiology, Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
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25
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Li Z, Yin S, Yang K, Zhang B, Wu X, Zhang M, Gao D. CircRNA Regulation of T Cells in Cancer: Unraveling Potential Targets. Int J Mol Sci 2024; 25:6383. [PMID: 38928088 PMCID: PMC11204142 DOI: 10.3390/ijms25126383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/06/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
T lymphocytes play a critical role in antitumor immunity, but their exhaustion poses a significant challenge for immune evasion by malignant cells. Circular RNAs (circRNAs), characterized by their covalently closed looped structure, have emerged as pivotal regulators within the neoplastic landscape. Recent studies have highlighted their multifaceted roles in cellular processes, including gene expression modulation and protein function regulation, which are often disrupted in cancer. In this review, we systematically explore the intricate interplay between circRNAs and T cell modulation within the tumor microenvironment. By dissecting the regulatory mechanisms through which circRNAs impact T cell exhaustion, we aim to uncover pathways crucial for immune evasion and T cell dysfunction. These insights can inform innovative immunotherapeutic strategies targeting circRNA-mediated molecular pathways. Additionally, we discuss the translational potential of circRNAs as biomarkers for therapeutic response prediction and as intervention targets. Our comprehensive analysis aims to enhance the understanding of immune evasion dynamics in the tumor microenvironment by facilitating the development of precision immunotherapy.
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Affiliation(s)
- Zelin Li
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang 330047, China; (Z.L.); (B.Z.)
- The First Clinical Medical College, Nanchang University, Nanchang 330047, China; (S.Y.); (X.W.)
| | - Shuanshuan Yin
- The First Clinical Medical College, Nanchang University, Nanchang 330047, China; (S.Y.); (X.W.)
| | - Kangping Yang
- The Second Clinical Medical College, Nanchang University, Nanchang 330047, China;
| | - Baojie Zhang
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang 330047, China; (Z.L.); (B.Z.)
| | - Xuanhuang Wu
- The First Clinical Medical College, Nanchang University, Nanchang 330047, China; (S.Y.); (X.W.)
| | - Meng Zhang
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang 330047, China; (Z.L.); (B.Z.)
| | - Dian Gao
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang 330047, China; (Z.L.); (B.Z.)
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26
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Wang D, Wang S, Jin M, Zuo Y, Wang J, Niu Y, Zhou Q, Chen J, Tang X, Tang W, Liu X, Yu H, Yan W, Wei H, Huang G, Song S, Tang S. Hypoxic Exosomal circPLEKHM1-Mediated Crosstalk between Tumor Cells and Macrophages Drives Lung Cancer Metastasis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2309857. [PMID: 38509870 PMCID: PMC11165461 DOI: 10.1002/advs.202309857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/09/2024] [Indexed: 03/22/2024]
Abstract
Intercellular communication often relies on exosomes as messengers and is critical for cancer metastasis in hypoxic tumor microenvironment. Some circular RNAs (circRNAs) are enriched in cancer cell-derived exosomes, but little is known about their ability to regulate intercellular communication and cancer metastasis. Here, by systematically analyzing exosomes secreted by non-small cell lung cancer (NSCLC) cells, a hypoxia-induced exosomal circPLEKHM1 is identified that drives NSCLC metastasis through polarizing macrophages toward to M2 type. Mechanistically, exosomal circPLEKHM1 promoted PABPC1-eIF4G interaction to facilitate the translation of the oncostatin M receptor (OSMR), thereby promoting macrophage polarization for cancer metastasis. Importantly, circPLEKHM1-targeted therapy significantly reduces NSCLC metastasis in vivo. circPLEKHM1 serves as a prognostic biomarker for metastasis and poor survival in NSCLC patients. This study unveils a new circRNA-mediated mechanism underlying how cancer cells crosstalk with macrophages within the hypoxic tumor microenvironment to promote metastasis, highlighting the importance of exosomal circPLEKHM1 as a prognostic biomarker and therapeutic target for lung cancer metastasis.
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27
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Han R, Rao X, Zhou H, Lu L. Synergistic Immunoregulation: harnessing CircRNAs and PiRNAs to Amplify PD-1/PD-L1 Inhibition Therapy. Int J Nanomedicine 2024; 19:4803-4834. [PMID: 38828205 PMCID: PMC11144010 DOI: 10.2147/ijn.s461289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/12/2024] [Indexed: 06/05/2024] Open
Abstract
The utilization of PD-1/PD-L1 inhibitors marks a significant advancement in cancer therapy. However, the efficacy of monotherapy is still disappointing in a substantial subset of patients, necessitating the exploration of combinational strategies. Emerging from the promising results of the KEYNOTE-942 trial, RNA-based therapies, particularly circRNAs and piRNAs, have distinguished themselves as innovative sensitizers to immune checkpoint inhibitors (ICIs). These non-coding RNAs, notable for their stability and specificity, were once underrecognized but are now known for their crucial roles in regulating PD-L1 expression and bolstering anti-cancer immunity. Our manuscript offers a comprehensive analysis of selected circRNAs and piRNAs, elucidating their immunomodulatory effects and mechanisms, thus underscoring their potential as ICIs enhancers. In conjunction with the recent Nobel Prize-awarded advancements in mRNA vaccine technology, our review highlights the transformative implications of these findings for cancer treatment. We also discuss the prospects of circRNAs and piRNAs in future therapeutic applications and research. This study pioneers the synergistic application of circRNAs and piRNAs as novel sensitizers to augment PD-1/PD-L1 inhibition therapy, demonstrating their unique roles in regulating PD-L1 expression and modulating immune responses. Our findings offer a groundbreaking approach for enhancing the efficacy of cancer immunotherapy, opening new avenues for treatment strategies. This abstract aims to encapsulate the essence of our research and the burgeoning role of these non-coding RNAs in enhancing PD-1/PD-L1 inhibition therapy, encouraging further investigation into this promising field.
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Affiliation(s)
- Rui Han
- Department of Chinese Medicine Oncology, The First Affiliated Hospital of Naval Medical University, Shanghai, People’s Republic of China
- Department of Chinese Medicine, Naval Medical University, Shanghai, People’s Republic of China
| | - Xiwu Rao
- Department of Oncology, The First Hospital Affiliated to Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, People’s Republic of China
| | - Huiling Zhou
- Department of Oncology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai, People’s Republic of China
| | - Lingeng Lu
- Department of Chronic Disease Epidemiology, Yale School of Public Health, Yale University, New Haven, CT, USA
- School of Medicine, Center for Biomedical Data Science, Yale University, New Haven, CT, USA
- Yale Cancer Center, Yale University, New Haven, CT, USA
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28
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Li J, Xu X, Xu K, Zhou X, Wu K, Yao Y, Liu Z, Chen C, Wang L, Sun Z, Jiao D, Han X. N6-methyladenosine-modified circSLCO1B3 promotes intrahepatic cholangiocarcinoma progression via regulating HOXC8 and PD-L1. J Exp Clin Cancer Res 2024; 43:119. [PMID: 38641828 PMCID: PMC11031933 DOI: 10.1186/s13046-024-03006-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 03/08/2024] [Indexed: 04/21/2024] Open
Abstract
BACKGROUND Refractoriness to surgical resection and chemotherapy makes intrahepatic cholangiocarcinoma (ICC) a fatal cancer of the digestive system with high mortality and poor prognosis. Important function invests circRNAs with tremendous potential in biomarkers and therapeutic targets. Nevertheless, it is still unknown how circRNAs contribute to the evolution of ICC. METHODS CircRNAs in paired ICC and adjacent tissues were screened by circRNAs sequencing. To explore the impact of circRNAs on ICC development, experiments involving gain and loss of function were conducted. Various experimental techniques, including quantitative real-time PCR (qPCR), western blotting, RNA immunoprecipitation (RIP), luciferase reporter assays, RNA pull-down, chromatin immunoprecipitation (ChIP), ubiquitination assays and so on were employed to identify the molecular regulatory role of circRNAs. RESULTS Herein, we reported a new circRNA, which originates from exon 9 to exon 15 of the SLCO1B3 gene (named circSLCO1B3), orchestrated ICC progression by promoting tumor proliferation, metastasis and immune evasion. We found that the circSLCO1B3 gene was highly overexpressed in ICC tissues and related to lymphatic metastasis, tumor sizes, and tumor differentiation. Mechanically, circSLCO1B3 not only promoted ICC proliferation and metastasis via miR-502-5p/HOXC8/SMAD3 axis, but also eradicated anti-tumor immunity via suppressing ubiquitin-proteasome-dependent degradation of PD-L1 by E3 ubiquitin ligase SPOP. We further found that methyltransferase like 3 (METTL3) mediated the m6A methylation of circSLCO1B3 and stabilizes its expression. Our findings indicate that circSLCO1B3 is a potential prognostic marker and therapeutic target in ICC patients. CONCLUSIONS Taken together, m6A-modified circSLCO1B3 was correlated with poor prognosis in ICC and promoted ICC progression not only by enhancing proliferation and metastasis via potentiating HOXC8 expression, but also by inducing immune evasion via antagonizing PD-L1 degradation. These results suggest that circSLCO1B3 is a potential prognostic marker and therapeutic target for ICC.
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Affiliation(s)
- Jing Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
- Interventional Institute of Zhengzhou University, Zhengzhou, 450052, Henan, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, 450052, Henan, China
| | - Xiaohong Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Kaihao Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Xueliang Zhou
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Kunpeng Wu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Yuan Yao
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
- Interventional Institute of Zhengzhou University, Zhengzhou, 450052, Henan, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, 450052, Henan, China
| | - Chen Chen
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Ling Wang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Zhenqiang Sun
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
| | - Dechao Jiao
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
- Interventional Institute of Zhengzhou University, Zhengzhou, 450052, Henan, China.
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, 450052, Henan, China.
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Jani Y, Jansen CS, Gerke MB, Bilen MA. Established and emerging biomarkers of immunotherapy in renal cell carcinoma. Immunotherapy 2024; 16:405-426. [PMID: 38264827 PMCID: PMC11913054 DOI: 10.2217/imt-2023-0267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 01/08/2024] [Indexed: 01/25/2024] Open
Abstract
Immunotherapies, such as immune checkpoint inhibitors, have heralded impressive progress for patient care in renal cell carcinoma (RCC). Despite this success, some patients' disease fails to respond, and other patients experience significant side effects. Thus, development of biomarkers is needed to ensure that patients can be selected to maximize benefit from immunotherapies. Improving clinicians' ability to predict which patients will respond to immunotherapy and which are most at risk of adverse events - namely through clinical biomarkers - is indispensable for patient safety and therapeutic efficacy. Accordingly, an evolving suite of therapeutic biomarkers continues to be investigated. This review discusses biomarkers for immunotherapy in RCC, highlighting current practices and emerging innovations, aiming to contribute to improved outcomes for patients with RCC.
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Affiliation(s)
- Yash Jani
- Mercer University, Macon, GA31207, USA
| | - Caroline S Jansen
- Emory University School of Medicine, Atlanta, GA30322, USA
- Winship Cancer Institute of Emory University, Atlanta, GA30322, USA
| | - Margo B Gerke
- Emory University School of Medicine, Atlanta, GA30322, USA
| | - Mehmet Asim Bilen
- Winship Cancer Institute of Emory University, Atlanta, GA30322, USA
- Department of Hematology & Medical Oncology, Emory University School of Medicine, Atlanta, GA30322, USA
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30
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Afra F, Eftekhar SP, Farid AS, Ala M. Non-coding RNAs in cancer immunotherapy: A solution to overcome immune resistance? PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2024; 209:215-240. [PMID: 39461753 DOI: 10.1016/bs.pmbts.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
With the rapid advancement in immunotherapy, cancer immune resistance has become more evident, which demands new treatment approaches to achieve greater efficacy. Non-coding RNAs (ncRNAs) are a heterogeneous group of RNAs that are not translated to proteins but instead regulate different stages of gene expression. Recent studies have increasingly supported the critical role of ncRNAs in immune cell-cancer cell cross-talk, and numerous ncRNAs have been implicated in the immune evasion of cancer cells. Cancer cells take advantage of ncRNAs to modulate several signaling pathways and upregulate the expression of immune checkpoints and anti-inflammatory mediators, thereby dampening the anti-tumor response of M1 macrophages, dendritic cells, cytotoxic T cells, and natural killer cells or potentiating the immunosuppressive properties of M2 macrophages, regulatory T cells, and myeloid-derived suppressive cells. Upregulation of immunosuppressive ncRNAs or downregulation of immunogenic ncNRAs is a major driver of resistance to immune checkpoint inhibitors, cancer vaccines, and other means of cancer immunotherapy, making ncRNAs ideal targets for treatment. In addition, ncRNAs released by cancer cells have been demonstrated to possess prognostic values for patients who undergo cancer immunotherapy. Future clinical trials are urged to consider the potential of ncRNAs in cancer immunotherapy.
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Affiliation(s)
- Fatemeh Afra
- Clinical Pharmacy Department, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Parsa Eftekhar
- Student Research Committee, Health Research Center, Babol University of Medical Sciences, Babol, Iran
| | - Amir Salehi Farid
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Moein Ala
- Experimental Medicine Research Center, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
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31
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Jiang S, Gao L, Li J, Zhang F, Zhang Y, Liu J. N6-methyladenosine-modified circ_0000337 sustains bortezomib resistance in multiple myeloma by regulating DNA repair. Front Cell Dev Biol 2024; 12:1383232. [PMID: 38586304 PMCID: PMC10995360 DOI: 10.3389/fcell.2024.1383232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 03/12/2024] [Indexed: 04/09/2024] Open
Abstract
Studies have shown that bortezomib resistance in multiple myeloma (MM) is mediated by the abnormalities of various molecules and microenvironments. Exploring these resistance mechanisms will improve the therapeutic efficacy of bortezomib. In this study, bone marrow tissues from three patients with MM, both sensitive and resistant to bortezomib, were collected for circRNA high-throughput sequencing analysis. The relationship between circ_0000337, miR-98-5p, and target gene DNA2 was analyzed by luciferase detection and verified by RT-qPCR. We first found that circ_0000337 was significantly upregulated in bortezomib-resistant MM tissues and cells, and overexpression of circ_0000337 could promote bortezomib resistance in MM cells. circ_0000337 may act as a miR-98-5p sponge to upregulate DNA2 expression, regulate DNA damage repair, and induce bortezomib resistance. Furthermore, it was determined that the increased circ_0000337 level in bortezomib-resistant cells was due to an increased N6-methyladenosine (m6A) level, resulting in enhanced RNA stability. In conclusion, the m6A level of circ_0000337 and its regulation may be a new and potential therapeutic target for overcoming bortezomib resistance in MM.
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Affiliation(s)
- Siyi Jiang
- Department of Hematology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Lili Gao
- Jinan Hospital of Integrated Chinese and Western Medicine, Jinan, China
| | - Jian Li
- Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Fangrong Zhang
- Department of Hematology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Yanan Zhang
- Department of Hematology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Jing Liu
- Department of Hematology, The Third Xiangya Hospital of Central South University, Changsha, China
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32
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Sun W, Zhu Y, Zou Z, Wang L, Zhong J, Shen K, Lin X, Gao Z, Liu W, Li Y, Xu Y, Ren M, Hu T, Wei C, Gu J, Chen Y. An advanced comprehensive muti-cell-type-specific model for predicting anti-PD-1 therapeutic effect in melanoma. Theranostics 2024; 14:2127-2150. [PMID: 38505619 PMCID: PMC10945348 DOI: 10.7150/thno.91626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 02/26/2024] [Indexed: 03/21/2024] Open
Abstract
Rationale: Immune checkpoint inhibitors targeting the programmed cell death (PD)-1/PD-L1 pathway have promise in patients with advanced melanoma. However, drug resistance usually results in limited patient benefits. Recent single-cell RNA sequencing studies have elucidated that MM patients display distinctive transcriptional features of tumor cells, immune cells and interstitial cells, including loss of antigen presentation function of tumor cells, exhaustion of CD8+T and extracellular matrix secreted by fibroblasts to prevents immune infiltration, which leads to a poor response to immune checkpoint inhibitors (ICIs). However, cell subgroups beneficial to anti-tumor immunity and the model developed by them remain to be further identified. Methods: In this clinical study of neoadjuvant therapy with anti-PD-1 in advanced melanoma, tumor tissues were collected before and after treatment for single-nucleus sequencing, and the results were verified using multicolor immunofluorescence staining and public datasets. Results: This study describes four cell subgroups which are closely associated with the effectiveness of anti-PD-1 treatment. It also describes a cell-cell communication network, in which the interaction of the four cell subgroups contributes to anti-tumor immunity. Furthermore, we discuss a newly developed predictive model based on these four subgroups that holds significant potential for assessing the efficacy of anti-PD-1 treatment. Conclusions: These findings elucidate the primary mechanism of anti-PD-1 resistance and offer guidance for clinical drug administration for melanoma.
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Affiliation(s)
- Wei Sun
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
| | - Yu Zhu
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Zijian Zou
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
| | - Lu Wang
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Jingqin Zhong
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
| | - Kangjie Shen
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Xinyi Lin
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
| | - Zixu Gao
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Wanlin Liu
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
| | - Yinlam Li
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Yu Xu
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
| | - Ming Ren
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Tu Hu
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
| | - Chuanyuan Wei
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Jianying Gu
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University; Cancer center, Zhongshan Hospital, Fudan University, Shanghai 200032, P. R. China
| | - Yong Chen
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P. R. China
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Zhou C, Li W, Liang Z, Wu X, Cheng S, Peng J, Zeng K, Li W, Lan P, Yang X, Xiong L, Zeng Z, Zheng X, Huang L, Fan W, Liu Z, Xing Y, Kang L, Liu H. Mutant KRAS-activated circATXN7 fosters tumor immunoescape by sensitizing tumor-specific T cells to activation-induced cell death. Nat Commun 2024; 15:499. [PMID: 38216551 PMCID: PMC10786880 DOI: 10.1038/s41467-024-44779-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024] Open
Abstract
Mutant KRAS (KRASMUT) is often exploited by cancers to shape tumor immunity, but the underlying mechanisms are not fully understood. Here we report that tumor-specific cytotoxic T lymphocytes (CTLs) from KRASMUT cancers are sensitive to activation-induced cell death (AICD). circATXN7, an NF-κB-interacting circular RNA, governs T cell sensitivity to AICD by inactivating NF-κB. Mechanistically, histone lactylation derived from KRASMUT tumor cell-produced lactic acid directly activates transcription of circATXN7, which binds to NF-κB p65 subunit and masks the p65 nuclear localization signal motif, thereby sequestering it in the cytoplasm. Clinically, circATXN7 upregulation in tumor-specific CTLs correlates with adverse clinical outcomes and immunotherapeutic resistance. Genetic ablation of circAtxn7 in CD8+ T cells leads to mutant-selective tumor inhibition, while also increases anti-PD1 efficacy in multiple tumor models in female mice. Furthermore, targeting circATXN7 in adoptively transferred tumor-reactive CTLs improves their antitumor activities. These findings provide insight into how lymphocyte-expressed circRNAs contribute to T-cell fate decisions and anticancer immunotherapies.
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Affiliation(s)
- Chi Zhou
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Wenxin Li
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhenxing Liang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xianrui Wu
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Sijing Cheng
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jianhong Peng
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Kaixuan Zeng
- Precision Medical Research Institute, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi'an, China
| | - Weihao Li
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ping Lan
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xin Yang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Li Xiong
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Ziwei Zeng
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiaobin Zheng
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Liang Huang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Wenhua Fan
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zhanzhen Liu
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yue Xing
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China.
- Breast Tumor Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China.
| | - Liang Kang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
| | - Huashan Liu
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, the Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, Guangdong, China.
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Wang S, Xiong Y, Zhang Y, Wang H, Chen M, Li J, Luo P, Luo YH, Hecht M, Frey B, Gaipl U, Li X, Zhao Q, Ma H, Zhou JG. TCCIA: a comprehensive resource for exploring CircRNA in cancer immunotherapy. J Immunother Cancer 2024; 12:e008040. [PMID: 38212124 PMCID: PMC10806567 DOI: 10.1136/jitc-2023-008040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/04/2023] [Indexed: 01/13/2024] Open
Abstract
BACKGROUND Immunotherapies targeting immune checkpoints have gained increasing attention in cancer treatment, emphasizing the need for predictive biomarkers. Circular RNAs (circRNAs) have emerged as critical regulators of tumor immunity, particularly in the PD-1/PD-L1 pathway, and have shown potential in predicting immunotherapy efficacy. Yet, the detailed roles of circRNAs in cancer immunotherapy are not fully understood. While existing databases focus on either circRNA profiles or immunotherapy cohorts, there is currently no platform that enables the exploration of the intricate interplay between circRNAs and anti-tumor immunotherapy. A comprehensive resource combining circRNA profiles, immunotherapy responses, and clinical outcomes is essential to advance our understanding of circRNA-mediated tumor-immune interactions and to develop effective biomarkers. METHODS To address these gaps, we constructed The Cancer CircRNA Immunome Atlas (TCCIA), the first database that combines circRNA profiles, immunotherapy response data, and clinical outcomes across multicancer types. The construction of TCCIA involved applying standardized preprocessing to the raw sequencing FASTQ files, characterizing circRNA profiles using an ensemble approach based on four established circRNA detection tools, analyzing tumor immunophenotypes, and compiling immunotherapy response data from diverse cohorts treated with immune checkpoint blockades (ICBs). RESULTS TCCIA encompasses over 4,000 clinical samples obtained from 25 cohorts treated with ICBs along with other treatment modalities. The database provides researchers and clinicians with a cloud-based platform that enables interactive exploration of circRNA data in the context of ICB. The platform offers a range of analytical tools, including browse of identified circRNAs, visualization of circRNA abundance and correlation, association analysis between circRNAs and clinical variables, assessment of the tumor immune microenvironment, exploration of tumor molecular signatures, evaluation of treatment response or prognosis, and identification of altered circRNAs in immunotherapy-sensitive and resistant tumors. To illustrate the utility of TCCIA, we showcase two examples, including circTMTC3 and circMGA, by employing analysis of large-scale melanoma and bladder cancer cohorts, which unveil distinct impacts and clinical implications of different circRNA expression in cancer immunotherapy. CONCLUSIONS TCCIA represents a significant advancement over existing resources, providing a comprehensive platform to investigate the role of circRNAs in immuno-oncology.
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Affiliation(s)
- Shixiang Wang
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Yi Xiong
- Xiangya School of Medicine, Central South University, Changsha, People's Republic of China
- Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, People's Republic of China
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Yihao Zhang
- Xiangya School of Medicine, Central South University, Changsha, People's Republic of China
- Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, People's Republic of China
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Haitao Wang
- Center for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, People's Republic of China
| | - Minjun Chen
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, People's Republic of China
| | - Jianfeng Li
- State Key Laboratory of Medical Genomics, Shanghai Institute of Hematology, National Research Center for Translational Medicine, Rui-Jin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, People's Republic of China
| | - Peng Luo
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, People's Republic of China
| | - Yung-Hung Luo
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Markus Hecht
- Department of Radiotherapy and Radiation Oncology, Saarland University Medical Center, Homburg, Germany
| | - Benjamin Frey
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- FAU Profile Center Immunomedicine (FAU I-MED), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Udo Gaipl
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- FAU Profile Center Immunomedicine (FAU I-MED), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Xuejun Li
- Xiangya School of Medicine, Central South University, Changsha, People's Republic of China
- Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, People's Republic of China
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Qi Zhao
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Hu Ma
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, People's Republic of China
| | - Jian-Guo Zhou
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, People's Republic of China
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- FAU Profile Center Immunomedicine (FAU I-MED), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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Yu X, Fan Z, Yang T, Li H, Shi Y, Ye L, Huang R. Plasma circRNA HIPK2 as a putative biomarker for the diagnosis and prediction of therapeutic effects in major depressive disorder. Clin Chim Acta 2024; 552:117694. [PMID: 38065380 DOI: 10.1016/j.cca.2023.117694] [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: 10/31/2023] [Revised: 11/30/2023] [Accepted: 12/03/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND Circular RNAs (circRNAs) are a prevalent type of non-coding RNAs exhibiting extensive expression in mammalian cells. Owing to their involvement in diverse pathophysiological mechanisms of major depressive disorder (MDD) and their inherent stability in peripheral blood, circRNAs have emerged as potential biomarkers of considerable significance. This study aimed to identify and validate circular RNA HIPK2 (circHIPK2) in MDD patients and to investigate its potential as a biomarker for the diagnosis and prognosis of MDD. METHODS Patients with MDD (n = 81) and healthy controls (HCs) (n = 48) were recruited for our study (October 2022 to June 2023). The expression of circHIPK2 in plasma was assessed using absolute quantitative polymerase chain reaction (qPCR). RESULTS The expression of circHIPK2 in plasma of patients with MDD exhibited a significant increase compared to HCs. The circHIPK2 levels showed an area under the curve (AUC) of 0.796, corresponding to a specificity of 97.9% and a sensitivity of 60.4% in diagnosing MDD. Additionally, the rate of change in circHIPK2 over a 14-day period exhibited an AUC curve of 0.819, indicating its predictive value for antidepressive effects. CONCLUSIONS CircHIPK2 could serve as a potential biomarker for diagnosing MDD and predicting therapeutic effects of MDD.
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Affiliation(s)
- Xiaoyu Yu
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Zhenyu Fan
- Department of Pharmacy, Affiliated Hospital of Nantong University, Nantong, China
| | - Tingting Yang
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Heng Li
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Yachen Shi
- Department of Neurology, Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi, China
| | - Long Ye
- Department of Hematology, Affiliated Hospital of Jiangnan University, Wuxi, China.
| | - Rongrong Huang
- Department of Pharmacy, Affiliated Hospital of Nantong University, Nantong, China.
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Zha B, Luo Y, Kamili M, Zha X. Non-coding RNAs and gastrointestinal cancers prognosis: an umbrella review of systematic reviews and meta-analyses of observational studies. Front Oncol 2023; 13:1193665. [PMID: 37546412 PMCID: PMC10399243 DOI: 10.3389/fonc.2023.1193665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Accepted: 07/03/2023] [Indexed: 08/08/2023] Open
Abstract
Aim Provide an overview and a systematic evaluation of the evidence quality on the association between non-coding RNAs (ncRNAs) and prognosis value for gastrointestinal cancers (GICs). Methods We searched the literature from three electronic databases: Pubmed, Embase, and Web of science, then carefully screened and extracted the primary information and results from the included articles. We use A measurable systematic review and meta-analysis evaluation tool (AMSTAR2) to evaluate the quality of methodology and then use the Grading of Recommendations Assessment 2, Development and Evaluation guideline (GRADE) make sure the reliability of the meta-analysis. Results Overall, 182 meta-analyses from 58 studies were included in this study. Most of these studies are of low or very low quality. Using the scoring tool, we found that only two meta-analyses were rated as high reliability, and 17 meta-analyses were rated as medium reliability. Conclusions Although ncRNA has good prognostic value in some studies, only a tiny amount of evidence is highly credible at present. More research is needed in the future. PROSPERO registration number CRD42022382296.
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Affiliation(s)
- Bowen Zha
- The Sixth Clinical Medical College, Capital Medical University, Beijing, China
| | - Yuxi Luo
- The First Clinical Medical College, Capital Medical University, Beijing, China
| | - Muladili Kamili
- The Sixth Clinical Medical College, Capital Medical University, Beijing, China
| | - Xiaqin Zha
- Department of Blood Purification, University Affiliated Second Hospital, Nanchang, China
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