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Michalak A, Guz M, Kozicka J, Cybulski M, Jeleniewicz W, Telejko I, Szczygieł K, Tywanek E, Cichoż-Lach H. miRNAs and Hematological Markers in Non-Alcoholic Fatty Liver Disease-A New Diagnostic Path? Biomedicines 2025; 13:230. [PMID: 39857813 PMCID: PMC11762403 DOI: 10.3390/biomedicines13010230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 01/14/2025] [Accepted: 01/16/2025] [Indexed: 01/27/2025] Open
Abstract
Background: Asymptomatic liver steatosis constitutes an emerging issue worldwide. Therefore, we decided to explore relationships between selected types of microRNAs (miRNAs), serological markers of liver fibrosis and hematological parameters in the course of non-alcoholic fatty liver disease (NAFLD). Methods: Two hundred and seven persons were included in the survey: 97 with NAFLD and 110 healthy controls. Serological concentrations of miR-126-3p, miR-197-3p, and miR-1-3p were measured in all participants. Direct indices of liver fibrosis [procollagen I carboxyterminal propeptide (PICP), procollagen III aminoterminal propeptide (PIIINP), platelet-derived growth factor AB (PDGF-AB), transforming growth factor-α (TGF-α) and laminin] together with indirect markers (AAR, APRI, FIB-4 and GPR) were also evaluated. The assessment of hematological parameters concerned: mean platelet volume (MPV), platelet distribution width (PDW), plateletcrit (PCT), red blood cell distribution width (RDW), MPV to platelet (PLT) ratio (MPR), RDW to PLT ratio (RPR), neutrophil to lymphocyte (LYM) ratio (NLR), PLT to LYM ratio (PLR) and RDW to LYM ratio (RLR). Additionally, the NAFLD fibrosis score and BARD score were applied. Results: The concentration of miR-126-3p and miR-1-3p was higher, and miR-197-3p was lower in the NAFLD group (p < 0.0001). miR-197-3p correlated notably with hematological indices: negatively with PDW (p < 0.05) and positively with PLR (p < 0.05). Conclusions: Significant correlations between miRNA molecules and hematological markers in the course of NAFLD indicate inflammation as a potential background and create new possibilities for a diagnostic approach.
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Affiliation(s)
- Agata Michalak
- Department of Gastroenterology, Medical University of Lublin, Jaczewskiego 8, 20-954 Lublin, Poland; (J.K.); (H.C.-L.)
| | - Małgorzata Guz
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland; (M.G.); (M.C.); (W.J.); (I.T.)
| | - Joanna Kozicka
- Department of Gastroenterology, Medical University of Lublin, Jaczewskiego 8, 20-954 Lublin, Poland; (J.K.); (H.C.-L.)
| | - Marek Cybulski
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland; (M.G.); (M.C.); (W.J.); (I.T.)
| | - Witold Jeleniewicz
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland; (M.G.); (M.C.); (W.J.); (I.T.)
| | - Ilona Telejko
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland; (M.G.); (M.C.); (W.J.); (I.T.)
| | - Karolina Szczygieł
- Clinical Dietetics Unit, Department of Bioanalytics, Medical University of Lublin, Chodźki 7, 20-093 Lublin, Poland;
| | - Ewa Tywanek
- Department of Internal Medicine and Internal Medicine in Nursing, Medical University of Lublin, Chodźki 7, 20-093 Lublin, Poland;
- Department of Endocrinology with Nuclear Medicine Department, Center of Oncology of the Lublin Region St. Jana z Dukli, Jaczewskiego 7, 20-090 Lublin, Poland
| | - Halina Cichoż-Lach
- Department of Gastroenterology, Medical University of Lublin, Jaczewskiego 8, 20-954 Lublin, Poland; (J.K.); (H.C.-L.)
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Michalak A, Guz M, Kozicka J, Cybulski M, Jeleniewicz W, Szczygieł K, Tywanek E, Cichoż-Lach H. microRNAs and Other Serological Markers of Liver Fibrosis in Patients with Alcohol-Related Liver Cirrhosis. Biomedicines 2024; 12:2108. [PMID: 39335621 PMCID: PMC11429221 DOI: 10.3390/biomedicines12092108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 09/08/2024] [Accepted: 09/12/2024] [Indexed: 09/30/2024] Open
Abstract
Background: It is essential to identify novel non-invasive markers of liver fibrosis for clinical and scientific purposes. Thus, the goal of our survey was to assess the serological expression of selected microRNAs (miRNAs) in patients with alcohol-related liver cirrhosis (ALC) and to correlate them with other existing markers. Methods: Two hundred and thirty-nine persons were enrolled in the study: one hundred and thirty-nine with ALC and one hundred healthy controls. Serological expression of miR-126-3p, miR-197-3p and miR-1-3p was evaluated in all participants. Direct markers of liver fibrosis (PICP, PIIINP, PDGF-AB, TGF-α and laminin) together with indirect indices (AAR, APRI, FIB-4 and GPR) were also assessed. The additional evaluation concerned hematological parameters: MPV, PDW, PCT, RDW, MPR, RPR NLR, PLR and RLR. Results: The expression of miR-197-3p was lower in ALC compared to controls (p < 0.0001). miR-126-3p correlated negatively with AST (p < 0.05) and positively with miR-197-3p (p < 0.001). miR-197-3p correlated with direct markers of liver fibrosis-positively with PDGF-AB (p < 0.005) and negatively with TGF-α (p < 0.01). Significant negative relationships were noticed between miR-1-3p and the number of neutrophils (p < 0.05), TGF-α (p < 0.05) and laminin (p < 0.05). Conclusions: The achieved results and observed correlations prove the potential involvement of the examined miRNAs in the process of liver fibrosis, giving a novel insight into the diagnostics of liver cirrhosis.
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Affiliation(s)
- Agata Michalak
- Department of Gastroenterology, Medical University of Lublin, Jaczewskiego 8, 20-954 Lublin, Poland; (J.K.); (H.C.-L.)
| | - Małgorzata Guz
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland; (M.G.); (M.C.); (W.J.)
| | - Joanna Kozicka
- Department of Gastroenterology, Medical University of Lublin, Jaczewskiego 8, 20-954 Lublin, Poland; (J.K.); (H.C.-L.)
| | - Marek Cybulski
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland; (M.G.); (M.C.); (W.J.)
| | - Witold Jeleniewicz
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland; (M.G.); (M.C.); (W.J.)
| | - Karolina Szczygieł
- Clinical Dietetics Unit, Department of Bioanalytics, Medical University of Lublin, Chodźki 7, 20-093 Lublin, Poland;
| | - Ewa Tywanek
- Department of Internal Medicine and Internal Medicine in Nursing, Medical University of Lublin, Chodźki 7, 20-093 Lublin, Poland;
- Department of Endocrinology with Nuclear Medicine Department, Center of Oncology of the Lublin Region St. Jana z Dukli, Jaczewskiego 7, 20-090 Lublin, Poland
| | - Halina Cichoż-Lach
- Department of Gastroenterology, Medical University of Lublin, Jaczewskiego 8, 20-954 Lublin, Poland; (J.K.); (H.C.-L.)
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Dong L, Hu C, Ma Z, Huang Y, Shelley G, Kuczler MD, Kim CJ, Witwer KW, Keller ET, Amend SR, Xue W, Pienta KJ. Urinary extracellular vesicle-derived miR-126-3p predicts lymph node invasion in patients with high-risk prostate cancer. Med Oncol 2024; 41:169. [PMID: 38839666 PMCID: PMC11153291 DOI: 10.1007/s12032-024-02400-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 04/28/2024] [Indexed: 06/07/2024]
Abstract
To investigate extracellular vesicles (EVs), biomarkers for predicting lymph node invasion (LNI) in patients with high-risk prostate cancer (HRPCa), plasma, and/or urine samples were prospectively collected from 45 patients with prostate cancer (PCa) and five with benign prostatic hyperplasia (BPH). Small RNA sequencing was performed to identify miRNAs in the EVs. All patients with PCa underwent radical prostatectomy and extended pelvic lymph node dissection. Differentially expressed miRNAs were identified in patients with and without pathologically-verified LNI. The candidate miRNAs were validated in low-risk prostate cancer (LRPCa) and BPH. Four miRNA species (e.g., miR-126-3p) and three miRNA species (e.g., miR-27a-3p) were more abundant in urinary and plasma EVs, respectively, of patients with PCa. None of these miRNA species were shared between urinary and plasma EVs. miR-126-3p was significantly more abundant in patients with HR PCa with LNI than in those without (P = 0.018). miR-126-3p was significantly more abundant in the urinary EVs of patients with HRPCa than in those with LRPCa (P = 0.017) and BPH (P = 0.011). In conclusion, urinary EVs-derived miR-126-3p may serve as a good biomarker for predicting LNI in patients with HRPCa.
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Affiliation(s)
- Liang Dong
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
- The Brady Urological Institute, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Cong Hu
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Zehua Ma
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
- Department of Urology, Guizhou Provincial People's Hospital, Guiyang, 550001, China
| | - Yiyao Huang
- Department of Laboratory Medicine & Guangdong Engineering and Technology Research Center for Rapid Diagnostic Biosensors, Nanfang Hospital Southern Medical University, Guangzhou, 510515, China
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Greg Shelley
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Urology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Morgan D Kuczler
- The Brady Urological Institute, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Chi-Ju Kim
- The Brady Urological Institute, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Kenneth W Witwer
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Evan T Keller
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Urology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Sarah R Amend
- The Brady Urological Institute, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Wei Xue
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, 160 Pujian Road, Pudong New Area, Shanghai, 200127, China.
| | - Kenneth J Pienta
- The Brady Urological Institute, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA.
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4
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Dong L, Hu C, Ma Z, Huang Y, Shelley G, Kuczler MD, Kim CJ, Witwer KW, Keller ET, Amend SR, Xue W, Pienta KJ. Urinary extracellular vesicle-derived miR-126-3p predicts lymph node invasion in patients with high-risk prostate cancer. RESEARCH SQUARE 2024:rs.3.rs-4164213. [PMID: 38585988 PMCID: PMC10996795 DOI: 10.21203/rs.3.rs-4164213/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
To investigate extracellular vesicles (EVs) biomarkers for predicting lymph node invasion (LNI) in patients with high-risk prostate cancer (HRPCa), plasma and/or urine samples were prospectively collected from 45 patients with prostate cancer (PCa) and five with benign prostatic hyperplasia (BPH). Small RNA sequencing was performed to identify miRNAs in the EVs. All patients with PCa underwent radical prostatectomy and extended pelvic lymph node dissection. Differentially-expressed miRNAs were identified in patients with and without pathologically-verified LNI. The candidate miRNAs were validated in low-risk prostate cancer (LRPCa) and BPH. Four miRNA species (e.g. miR-126-3p) and three miRNA species (e.g. miR-27a-3p) were more abundant in urinary and plasma EVs, respectively, of patients with PCa. None of these miRNA species were shared between urinary and plasma EVs. miR-126-3p was significantly more abundant in patients with HR PCa with LNI than in those without (P = 0.018). miR-126-3p was significantly more abundant in the urinary EVs of patients with HRPCa than in those with LRPCa (P = 0.017) and BPH (P = 0.011). In conclusion, urinary EVs-derived miR-126-3p may serve as a good biomarker for predicting LNI in patients with HRPCa.
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Affiliation(s)
- Liang Dong
- Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine
| | - Cong Hu
- Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine
| | - Zehua Ma
- Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine
| | - Yiyao Huang
- Nanfang Hospital Southern Medical University
| | | | - Morgan D Kuczler
- The Brady Urological Institute, Johns Hopkins University School of Medicine
| | - Chi-Ju Kim
- The Brady Urological Institute, Johns Hopkins University School of Medicine
| | | | | | - Sarah R Amend
- The Brady Urological Institute, Johns Hopkins University School of Medicine
| | - Wei Xue
- Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine
| | - Kenneth J Pienta
- The Brady Urological Institute, Johns Hopkins University School of Medicine
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Gondaliya P, Driscoll J, Yan IK, Ali Sayyed A, Patel T. Therapeutic restoration of miR-126-3p as a multi-targeted strategy to modulate the liver tumor microenvironment. Hepatol Commun 2024; 8:e0373. [PMID: 38358374 PMCID: PMC10871752 DOI: 10.1097/hc9.0000000000000373] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 12/17/2023] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Impaired natural killer (NK) cell-mediated antitumor responses contribute to the growth of liver tumors. Expression of a disintegrin and metalloprotease 9 (ADAM9) increases shedding of membrane-bound major histocompatibility complex class I chain-related protein A and results in evasion from NK cell-mediated cytolysis. ADAM9 is also involved in angiogenesis and tumor progression and is a target of miR-126-3p, a tumor suppressor that is downregulated and alters tumor cell behavior in the liver and other cancers. We evaluated the restoration of miR-126-3p and modulation of the miR-126-3p/ADAM9 axis as a therapeutic approach to simultaneously enhance NK cell-mediated cytolysis while targeting both tumor cells and their microenvironment. METHODS Precursor miRNAs were loaded into milk-derived nanovesicles to generate therapeutic vesicles (therapeutic milk-derived nanovesicles) for the restoration of functional miR-126-3p in recipient cancer cells. RESULTS Administration of therapeutic milk-derived nanovesicles increased miR-126-3p expression and reduced ADAM9 expression in target cells and was associated with an increase in membrane-bound major histocompatibility complex class I chain-related protein A. This enhanced NK cell cytolysis in adherent tumor cells and in multicellular tumor spheroids while also impairing angiogenesis and modulating macrophage chemotaxis. Moreover, IV administration of therapeutic milk-derived nanovesicles with adoptive transfer of NK cells reduced tumor burden in orthotopic hepatocellular cancer xenografts in mice. CONCLUSION A directed RNA therapeutic approach can mitigate NK cell immune evasion, reduce angiogenesis, and alter the tumor cell phenotype through the restoration of miR-126-3p in liver tumor cells. The pleiotropic effects elicited by this multi-targeted approach to modulate the local tumor microenvironment support its use for the treatment of liver cancer.
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Affiliation(s)
- Piyush Gondaliya
- Department of Transplantation, Mayo Clinic, Jacksonville, Florida, USA
| | - Julia Driscoll
- Department of Transplantation, Mayo Clinic, Jacksonville, Florida, USA
| | - Irene K. Yan
- Department of Transplantation, Mayo Clinic, Jacksonville, Florida, USA
| | - Adil Ali Sayyed
- Department of Transplantation, Mayo Clinic, Jacksonville, Florida, USA
| | - Tushar Patel
- Department of Transplantation, Mayo Clinic, Jacksonville, Florida, USA
- Department of Cancer Biology, Mayo Clinic, Jacksonville, Florida, USA
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Sartorius K, Sartorius B, Winkler C, Chuturgoon A, Shen TW, Zhao Y, An P. Serum microRNA Profiles and Pathways in Hepatitis B-Associated Hepatocellular Carcinoma: A South African Study. Int J Mol Sci 2024; 25:975. [PMID: 38256049 PMCID: PMC10815595 DOI: 10.3390/ijms25020975] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/28/2023] [Accepted: 12/29/2023] [Indexed: 01/24/2024] Open
Abstract
The incidence and mortality of hepatocellular carcinoma (HCC) in Sub-Saharan Africa is projected to increase sharply by 2040 against a backdrop of limited diagnostic and therapeutic options. Two large South African-based case control studies have developed a serum-based miRNome for Hepatitis B-associated hepatocellular carcinoma (HBV-HCC), as well as identifying their gene targets and pathways. Using a combination of RNA sequencing, differential analysis and filters including a unique molecular index count (UMI) ≥ 10 and log fold change (LFC) range > 2: <-0.5 (p < 0.05), 91 dysregulated miRNAs were characterized including 30 that were upregulated and 61 were downregulated. KEGG analysis, a literature review and other bioinformatic tools identified the targeted genes and HBV-HCC pathways of the top 10 most dysregulated miRNAs. The results, which are based on differentiating miRNA expression of cases versus controls, also develop a serum-based miRNA diagnostic panel that indicates 95.9% sensitivity, 91.0% specificity and a Youden Index of 0.869. In conclusion, the results develop a comprehensive African HBV-HCC miRNome that potentially can contribute to RNA-based diagnostic and therapeutic options.
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Affiliation(s)
- Kurt Sartorius
- Faculty of Commerce, Law and Management, University of the Witwatersrand, Johannesburg 2001, South Africa
- School of Laboratory Medicine and Molecular Sciences, University of Kwazulu-Natal, Durban 4041, South Africa;
- Africa Hepatopancreatobiliary Cancer Consortium (AHPBCC), Mayo Clinic, Jacksonville, FL 32224, USA
| | - Benn Sartorius
- School of Public Health, University of Queensland, Brisbane, QLD 4102, Australia
| | - Cheryl Winkler
- Centre for Cancer Research, Basic Research Laboratory, National Cancer Institute, Frederick Natifol Laboratory for Cancer Research, National Institute of Health, Frederick, MD 21701, USA
| | - Anil Chuturgoon
- School of Laboratory Medicine and Molecular Sciences, University of Kwazulu-Natal, Durban 4041, South Africa;
| | - Tsai-Wei Shen
- CCR-SF Bioinformatics Group, Frederick National Laboratory for Cancer Research, Frederick, MD 21701, USA
| | - Yongmei Zhao
- CCR-SF Bioinformatics Group, Frederick National Laboratory for Cancer Research, Frederick, MD 21701, USA
| | - Ping An
- Centre for Cancer Research, Basic Research Laboratory, National Cancer Institute, Frederick Natifol Laboratory for Cancer Research, National Institute of Health, Frederick, MD 21701, USA
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Sayyed AA, Vasudevan SS, Ahmad S, Sarker P, Prasad A, Khandelwalv S, Choudhary I, Kandrikar TY, Verma A, Ali SA, Gondaliya P, Arya N. Exosomal microRNA for diagnosis and prognosis of head and neck cancer. DIAGNOSTIC, PROGNOSTIC, AND THERAPEUTIC ROLE OF MICRORNAS IN HEAD AND NECK CANCER 2024:221-236. [DOI: 10.1016/b978-0-443-15968-8.00013-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Zeng Y, Hu S, Luo Y, He K. Exosome Cargos as Biomarkers for Diagnosis and Prognosis of Hepatocellular Carcinoma. Pharmaceutics 2023; 15:2365. [PMID: 37765333 PMCID: PMC10537613 DOI: 10.3390/pharmaceutics15092365] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 09/14/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common cancers worldwide. Due to the insidiousness of HCC onset and the lack of specific early-stage markers, the early diagnosis and treatment of HCC are still unsatisfactory, leading to a poor prognosis. Exosomes are a type of extracellular vesicle containing various components, which play an essential part in the development, progression, and metastasis of HCC. A large number of studies have demonstrated that exosomes could serve as novel biomarkers for the diagnosis of HCC. These diagnostic components mainly include proteins, microRNAs, long noncoding RNAs, and circular RNAs. The exosome biomarkers showed high sensitivity and high specificity in distinguishing HCC from health controls and other liver diseases, such as chronic HBV and liver cirrhosis. The expression of these biomarkers also exhibits correlations with various clinical factors such as tumor size, TMN stage, overall survival, and recurrence rate. In this review, we summarize the function of exosomes in the development of HCC and highlight their application as HCC biomarkers for diagnosis and prognosis prediction.
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Affiliation(s)
- Yulai Zeng
- Department of Liver Surgery, School of Medicine, Renji Hospital, Shanghai Jiao Tong University, Shanghai 200127, China; (Y.Z.); (S.H.)
- Shanghai Engineering Research Center of Transplantation and Immunology, Shanghai 200127, China
- Shanghai Institute of Transplantation, Shanghai 200127, China
| | - Shuyu Hu
- Department of Liver Surgery, School of Medicine, Renji Hospital, Shanghai Jiao Tong University, Shanghai 200127, China; (Y.Z.); (S.H.)
- Shanghai Engineering Research Center of Transplantation and Immunology, Shanghai 200127, China
- Shanghai Institute of Transplantation, Shanghai 200127, China
| | - Yi Luo
- Department of Liver Surgery, School of Medicine, Renji Hospital, Shanghai Jiao Tong University, Shanghai 200127, China; (Y.Z.); (S.H.)
- Shanghai Engineering Research Center of Transplantation and Immunology, Shanghai 200127, China
- Shanghai Institute of Transplantation, Shanghai 200127, China
| | - Kang He
- Department of Liver Surgery, School of Medicine, Renji Hospital, Shanghai Jiao Tong University, Shanghai 200127, China; (Y.Z.); (S.H.)
- Shanghai Engineering Research Center of Transplantation and Immunology, Shanghai 200127, China
- Shanghai Institute of Transplantation, Shanghai 200127, China
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