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Valladares-Ayerbes M, Toledano-Fonseca M, Graña B, Jimenez-Fonseca P, Pulido-Cortijo G, Gil S, Sastre J, Salud A, Rivera F, Salgado M, García-Alfonso P, López López R, Guillén-Ponce C, Rodríguez-Ariza A, Vieitez JM, Díaz-Rubio E, Aranda E. Associations of blood RNA biomarkers and circulating tumour cells in patients with previously untreated metastatic colorectal cancer. BMC Cancer 2025; 25:743. [PMID: 40259317 PMCID: PMC12013160 DOI: 10.1186/s12885-025-14098-9] [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: 07/05/2024] [Accepted: 04/07/2025] [Indexed: 04/23/2025] Open
Abstract
BACKGROUND In patients with metastatic colorectal cancer, analysis of the number of basal circulating tumour cells (bCTCs) has been shown to be a strong prognostic indicator. In this study, we aim to explore the potential associations between whole blood mRNA and microRNA expression profiles and bCTC counts, tumour mutations and prognosis in untreated metastatic colorectal cancer patients. METHODS A total of 151 patients previously screened for inclusion in two clinical trials (VISNÚ1 and VISNÚ2) were enrolled in this study. Real-time quantitative PCR (qPCR) analyses were performed to determine the whole blood expression of selected RNAs (mRNAs and microRNAs) involved in the metastatic process. The CellSearch system was used to enumerate circulating tumour cells. The primary objective was to correlate RNA expression with the number of bCTCs, while the secondary objectives were to investigate the relationship between the levels of circulating RNA biomarkers in whole blood and the clinical, pathological, and molecular characteristics and prognosis of patients with metastatic colorectal cancer. RESULTS bCTC count was significantly associated with AGR2 mRNA in the entire cohort of 151 patients. AGR2, ADAR1 and LGR5 were associated with the number of bCTC, both in the subgroup with bCTC ≥ 3 and in the subgroup with native RAS/BRAF/PIK3 CA tumours. In patients with RAS/BRAF/PIK3 CA mutations no correlations with bCTC were detected, but an upregulation of miR-224-5p and the stemness marker LGR5 and a downregulation of immune regulatory CD274 were found. Lower levels of miR-106a-5p/miR-26a-5p were associated with shorter overall survival, with independent statistical significance in the multivariate analysis. CONCLUSIONS A correlation was identified between the levels of a subset of whole blood RNAs, including AGR2, ADAR1, and LGR5, and the number of bCTC and RAS/BRAF/PIK3 CA mutational status. Furthermore, another set of whole blood RNAs, specifically miR-106a-5p and miR-26a-5p, was found to be associated with poor prognosis. This may be helpful for risk stratification. TRIAL REGISTRATION Clinical Trials Gov. NCT01640405 and NCT01640444. Registered on 13 June 2012. https://clinicaltrials.gov/ .
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Affiliation(s)
- Manuel Valladares-Ayerbes
- Department of Medical Oncology, Hospital Universitario Virgen del Rocío, Instituto de Biomedicina (IBIS), Seville, Spain.
| | - Marta Toledano-Fonseca
- Department of Medical Oncology, IMIBIC, Universidad de Córdoba, CIBERONC, Instituto de Salud Carlos III, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Begoña Graña
- Department of Medical Oncology, Instituto de Investigación Biomédica (INIBIC), Hospital Universitario de A Coruña, A Coruña, Spain
| | - Paula Jimenez-Fonseca
- Department of Medical Oncology, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - Gema Pulido-Cortijo
- Department of Medical Oncology, IMIBIC, Universidad de Córdoba, CIBERONC, Instituto de Salud Carlos III, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Silvia Gil
- Department of Medical Oncology, Hospital Regional Universitario de Málaga, Málaga, Spain
| | - Javier Sastre
- Department of Medical Oncology, Hospital Clínico San Carlos, Instituto de Investigación (IdISSC), Universidad Complutense, Madrid, Spain
| | - Antonieta Salud
- Department of Medical Oncology, Hospital Universitario Arnau de Vilanova, Lleida, Spain
| | - Fernando Rivera
- Department of Medical Oncology, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - Mercedes Salgado
- Department of Medical Oncology, Complejo Hospitalario Universitario de Ourense, Ourense, Spain
| | - Pilar García-Alfonso
- Department of Medical Oncology, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Universidad Complutense, Madrid, Spain
| | - Rafael López López
- Department of Medical Oncology and Translational Medical Oncology Group, Hospital Clínico Universitario, Instituto de Investigación Sanitaria de Santiago (IDIS), CIBERONC, Universidad de Santiago de Compostela, Santiago de Compostela, Spain
| | - Carmen Guillén-Ponce
- Department of Medical Oncology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Antonio Rodríguez-Ariza
- Department of Medical Oncology, IMIBIC, Universidad de Córdoba, CIBERONC, Instituto de Salud Carlos III, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Jose Mª Vieitez
- Department of Medical Oncology, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - Eduardo Díaz-Rubio
- Department of Medical Oncology, Hospital Clínico San Carlos, Instituto de Investigación (IdISSC), Universidad Complutense, Madrid, Spain
| | - Enrique Aranda
- Department of Medical Oncology, IMIBIC, Universidad de Córdoba, CIBERONC, Instituto de Salud Carlos III, Hospital Universitario Reina Sofía, Córdoba, Spain
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Li Q, Cheng J, Qin D, Xiao S, Yao C. Exosomal miR-92b-5p regulates N4BP1 to enhance PTEN mono-ubiquitination in doxorubicin-resistant AML. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2025; 8:16. [PMID: 40201312 PMCID: PMC11977356 DOI: 10.20517/cdr.2024.140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 03/04/2025] [Accepted: 03/25/2025] [Indexed: 04/10/2025]
Abstract
Aim: Doxorubicin, pivotal for acute myeloid leukemia (AML) treatment, often succumbs to resistance, impeding therapeutic success. Although exosomal transfer is linked to chemoresistance, the detailed role of exosomal miRNAs in doxorubicin resistance remains incompletely understood. Methods: We employed miRNA sequencing to delineate the profile of exosomal miRNAs in doxorubicin-resistant K562/DOX cells and AML patients. Subsequently, qPCR was utilized to scrutinize the expression of exosomal miR-92b-5p in these resistant cells and AML patients. A dual-luciferase reporter assay was conducted to elucidate the direct binding of miR-92b-5p to NEDD4 binding protein 1 (N4BP1). Furthermore, interactions between N4BP1 and NEDD4, as well as between NEDD4 and PTEN, were investigated by co-immunoprecipitation (Co-IP). Meanwhile, the ubiquitination of PTEN was also examined by Co-IP. Western blot analysis was applied to assess the expression levels of N4BP1, NEDD4, PTEN, RAD51, and proteins associated with the PI3K-AKT-mTOR pathway. Gain- and loss-of-function studies were conducted to ascertain the functional role of miR-92b-5p in doxorubicin resistance by using miR-92b-5p-mimic and miR-92b-5p-inhibitor transfections. Results: Our study found exosomal miR-92b-5p was upregulated both in doxorubicin-resistant cells and AML patients. Moreover, miR-92b-5p targets N4BP1, promoting NEDD4-mediated mono-ubiquitination of PTEN. This alters PTEN's subcellular localization, promoting nuclear PTEN and reducing cytoplasmic PTEN, which in turn leads to increased RAD51 for DNA repair and activation of the PI3K-AKT-mTOR pathway for cell proliferation, contributing to doxorubicin resistance. Conclusion: Our study reveals a novel mechanism of doxorubicin resistance mediated by exosomal miR-92b-5p and provides potential therapeutic targets for overcoming drug resistance in AML.
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Affiliation(s)
- Qianyuan Li
- Department of General Medicine, The 3rd Xiangya Hospital, Central South University, Changsha 410013, Hunan, China
- Department of Hematology, The 3rd Xiangya Hospital, Central South University, Changsha 410013, Hunan, China
| | - Jie Cheng
- Department of Hematology, The 3rd Xiangya Hospital, Central South University, Changsha 410013, Hunan, China
| | - Danni Qin
- Department of Hematology, The 3rd Xiangya Hospital, Central South University, Changsha 410013, Hunan, China
| | - Sheng Xiao
- Department of Pathology, The 3rd Xiangya Hospital, Central South University, Changsha 410013, Hunan, China
| | - Chenjiao Yao
- Department of General Medicine, The 3rd Xiangya Hospital, Central South University, Changsha 410013, Hunan, China
- Department of Hematology, The First Affiliated Hospital of Hainan Medical University, Haikou 570105, Hainan, China
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Macias RIR, Kanzaki H, Berasain C, Avila MA, Marin JJG, Hoshida Y. The Search for Risk, Diagnostic, and Prognostic Biomarkers of Cholangiocarcinoma and Their Biological and Clinicopathologic Significance. THE AMERICAN JOURNAL OF PATHOLOGY 2025; 195:422-436. [PMID: 39103092 PMCID: PMC11841489 DOI: 10.1016/j.ajpath.2024.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 06/01/2024] [Accepted: 06/20/2024] [Indexed: 08/07/2024]
Abstract
Cholangiocarcinomas (CCAs) are a heterogeneous group of malignant tumors that originate from the biliary tract. They are usually diagnosed in advanced stages, leading to a poor prognosis for affected patients. As CCA often arises as a sporadic cancer in individuals lacking specific risk factors or with heterogeneous backgrounds, and there are no defined high-risk groups, the implementation of effective surveillance programs for CCA is problematic. The identification and validation of new biomarkers useful for risk stratification, diagnosis, prognosis, and prediction of treatment response remains an unmet need for patients with CCA, even though numerous studies have been conducted lately to try to discover and validate CCA biomarkers. In this review, we overview the available information about the different types of biomarkers that have been investigated in recent years using minimally invasive biospecimens (blood, serum/plasma, bile, and urine) and their potential usefulness in diagnosis, prognosis, and risk stratification. It is widely accepted that early detection of CCA will impact patients' outcomes, by improving survival rates, quality of life, and the possibility of less invasive and/or curative treatments; however, challenges to its translation and clinical application for patients with CCA need to be resolved.
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Affiliation(s)
- Rocio I R Macias
- Experimental Hepatology and Drug Targeting Group, University of Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases, Carlos III National Institute of Health, Madrid, Spain.
| | - Hiroaki Kanzaki
- Division of Digestive and Liver Diseases, Department of Internal Medicine, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Carmen Berasain
- Center for the Study of Liver and Gastrointestinal Diseases, Carlos III National Institute of Health, Madrid, Spain; Hepatology Laboratory, Solid Tumors Program, Center for Applied Medical Research, Cancer Center University of Navarra, Pamplona, Spain
| | - Matias A Avila
- Center for the Study of Liver and Gastrointestinal Diseases, Carlos III National Institute of Health, Madrid, Spain; Hepatology Laboratory, Solid Tumors Program, Center for Applied Medical Research, Cancer Center University of Navarra, Pamplona, Spain
| | - Jose J G Marin
- Experimental Hepatology and Drug Targeting Group, University of Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases, Carlos III National Institute of Health, Madrid, Spain
| | - Yujin Hoshida
- Division of Digestive and Liver Diseases, Department of Internal Medicine, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas.
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Rimassa L, Khan S, Groot Koerkamp B, Roessler S, Andersen JB, Raggi C, Lleo A, Nault JC, Calderaro J, Gabbi C, Kather JN, Banales JM, Bargellini I, Morement H, Krawczyk M, Farazi PA, Carpino G, Avila MA, Saborowski A, Cardinale V, Braconi C, Macias RI. Mapping the landscape of biliary tract cancer in Europe: challenges and controversies. THE LANCET REGIONAL HEALTH. EUROPE 2025; 50:101171. [PMID: 40093398 PMCID: PMC11910794 DOI: 10.1016/j.lanepe.2024.101171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Revised: 11/22/2024] [Accepted: 11/25/2024] [Indexed: 03/19/2025]
Abstract
Biliary tract cancer (BTC) is becoming more common worldwide, with geographic differences in incidence and risk factors. In Europe, BTC may be associated with primary sclerosing cholangitis, lithiasis, and liver cirrhosis, but is more frequently observed as a sporadic disease. BTC increasingly affects patients under 60 years, resulting in a significant social and economic burden. Early diagnosis remains challenging due to vague symptoms in 50% of patients with BTC, and lack of specific biomarkers, resulting in late presentation and poor prognosis. The identification of patients at increased risk and reliable biomarkers require collaborative efforts to make faster progress. This Series paper highlights the disparities in access to diagnostic tools and multidisciplinary care in Europe, particularly in economically disadvantaged regions, while identifying priority areas for improvement. Addressing these inequities requires harmonised guidelines, accelerated pathways to curative treatments, and improved awareness among healthcare professionals and the public. Multidisciplinary teams (MDTs) are crucial for the diagnosis of BTC and for improving patient outcomes, yet inconsistencies exist in their implementation not only between different countries, but also between different centres within a country. Collaboration and standardisation of diagnostic and treatment protocols across Europe are essential to effectively address the management of patients with BTC.
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Affiliation(s)
- Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Shahid Khan
- Department of Metabolism, Digestion and Reproduction, Imperial College London, Liver Unit, St Mary's Hospital Campus, South Wharf Road, W2 1NY, London, UK
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Doctor Molewaterplein 40, 3015 GD, Rotterdam, the Netherlands
| | - Stephanie Roessler
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, Im Neuenheimer Feld 224, 69120, Heidelberg, Germany
| | - Jesper B. Andersen
- Biotech Research & Innovation Centre (BRIC), Department of Health and Medical Sciences, University of Copenhagen, Ole Maaløes Vej 5, Copenhagen N, DK-2200, Denmark
| | - Chiara Raggi
- Department of Experimental and Clinical Medicine, University of Florence, Cubo Centro Polivalente 2, Viale Pieraccini 6, 50139, Florence, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
- Internal Medicine and Hepatology Unit, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Jean-Charles Nault
- Cordeliers Research Center, Sorbonne University, Inserm, Paris Cité University, “Functional Genomics of Solid Tumors” Team, Ligue Nationale Contre le Cancer Accredited Team, Labex OncoImmunology, 16 rue de l'École de Médecine, 75006, Paris, France
- Liver Unit, Avicenne Hospital, APHP, University Sorbonne Paris Nord, 125 Avenue de Stalingrad, 93000, Bobigny, France
| | - Julien Calderaro
- Université Paris Est Créteil, INSERM, IMRB, 61 Av. du Général de Gaulle, 94000, Créteil, France
- Department of Pathology, Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, 1 Rue Gustave Eiffel, 94010, Créteil, France
- MINT-Hep, Mondor Integrative Hepatology, 1 Rue Gustave Eiffel, 94010, Créteil, France
| | - Chiara Gabbi
- Humanitas Medical Care, Via Domodossola 9/a, 20145, Milan, Italy
| | - Jakob N. Kather
- Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, 01307, Dresden, Germany
- Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, 01307, Dresden, Germany
- Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Im Neuenheimer Feld 224, 69120, Heidelberg, Germany
| | - Jesus M. Banales
- Department of Liver and Gastrointestinal Diseases, Biogipuzkoa Health Research Institute – Donostia University Hospital, CIBERehd, Paseo Dr. Begiristain, s/n, 20014, San Sebastian, Spain
- IKERBASQUE, Basque Foundation for Science, Euskadi Pl., 5, Abando, 48009, Bilbao, Spain
- Department of Medicine, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU), Barrio Sarriena, s/n, 48940, Leioa, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Calle Irunlarrea 1, 31008, Pamplona, Spain
| | - Irene Bargellini
- Department of Surgical Sciences, University of Turin, Corso Dogliotti 14, 10126, Turin, Italy
- Division of Diagnostic and Interventional Radiology, Candiolo Cancer Institute FPO-IRCCS, Strada Provinciale 142, 10060, Candiolo (TO), Italy
| | - Helen Morement
- AMMF – The Cholangiocarcinoma Charity, Enterprise House, Bassingbourn Road, Stansted, CM24 1QW, Essex, UK
| | - Marcin Krawczyk
- Department of Gastroenterology, Hepatology and Transplant Medicine, Medical Faculty, University of Duisburg-Essen, Hufelandstraße 55, 45147, Essen, Germany
- Laboratory of Metabolic Liver Diseases, Medical University of Warsaw, Banacha Street 1B, 02-097, Warsaw, Poland
| | - Paraskevi A. Farazi
- School of Medicine, European University Cyprus, 6 Diogenes Street, 2404, Engomi, Nicosia, Cyprus
| | - Guido Carpino
- Department of Anatomical, Histological, Legal Medicine and Orthopedic Sciences, Sapienza University of Rome, Via Alfonso Borelli 50, 00161, Rome, Italy
| | - Matias A. Avila
- Hepatology Laboratory, Solid Tumors Program, CIMA, IdiSNA, CIBERehd, University of Navarra, Calle Irunlarrea 1, 31008, Pamplona, Spain
| | - Anna Saborowski
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Carl Neuberg Str. 1, 30625, Hannover, Germany
| | - Vincenzo Cardinale
- Department of Translational and Precision Medicine, Sapienza University of Rome, Via Alfonso Borelli 50, 00161, Rome, Italy
| | - Chiara Braconi
- School of Cancer Sciences, University of Glasgow, Switchback rd, G61 1QH, Glasgow, UK
- Beatson West of Scotland Cancer Centre, 1053 Great Western rd, G12 0YN, Glasgow, UK
- CRUK Scotland Cancer Centre, G61 1BD, Glasgow, UK
| | - Rocio I.R. Macias
- Experimental Hepatology and Drug Targeting (HEVEPHARM) Group, University of Salamanca, IBSAL, CIBERehd, Campus M. Unamuno s/n, 37007, Salamanca, Spain
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Yang S, Fu J, Qin W, Wang R, Gu M, Huang Y, Liu W, Su H, Xu X, Chen W, Yiming A, Hu B, Huang L, Qian K, Wang H. Bile metabolic fingerprints distinguish biliary tract cancer from benign biliary diseases. Hepatology 2025; 81:476-490. [PMID: 38861680 DOI: 10.1097/hep.0000000000000957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 05/21/2024] [Indexed: 06/13/2024]
Abstract
BACKGROUND AND AIMS Biliary tract cancers are aggressive gastrointestinal malignancies characterized by a dismal 5-year overall survival rate <20%. Current diagnostic modalities suffer from limitations regarding sensitivity and specificity. This study aimed to develop a bile metabolite-based platform for precise discrimination between malignant and benign biliary diseases. APPROACH AND RESULTS Samples were collected from 336 patients with biliary tract cancer or benign biliary diseases across 3 independent cohorts. Untargeted metabolic fingerprinting was performed on 300 bile samples using novel nanoparticle-enhanced laser desorption/ionization mass spectrometry. Subsequently, a diagnostic assay was developed based on the exploratory cohort using a selected bile metabolic biomarker panel, with performance evaluated in the validation cohort. Further external validation of disease-specific metabolites from bile samples was conducted in a prospective cohort (n = 36) using quantitative analysis. As a result, we established a novel bile-based assay, BileMet, for the rapid and precise detection of malignancies in the biliary tract system with an AUC of 0.891. We identified 6-metabolite biomarker candidates and discovered the critical role of the chenodeoxycholic acid glycine conjugate as a protective metabolite associated with biliary tract cancer. CONCLUSIONS Our findings confirmed the improved diagnostic capabilities of BileMet assay in a clinical setting. If applied, the BileMet assay enables intraoperative testing and fast medical decision-making for cases with suspected malignancy where brush cytology detection fails to support malignancy, ultimately reducing the economic burden by over 90%.
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Affiliation(s)
- Shouzhi Yang
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Jing Fu
- International Cooperation Laboratory on Signal Transduction, National Center for Liver Cancer, Shanghai Key Laboratory of Hepatobiliary Tumor Biology, Eastern Hepatobiliary Surgery Hospital, Naval Military Medical University, Shanghai, P.R. China
| | - Wenhao Qin
- Department of Gastroenterology and Endoscopy, Eastern Hepatobiliary Surgery Hospital, Naval Military Medical University, Shanghai, P.R. China
| | - Ruimin Wang
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Mingye Gu
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Yida Huang
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Wanshan Liu
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Haiyang Su
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Xiaoyu Xu
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Wei Chen
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Ayizekeranmu Yiming
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Bing Hu
- Department of Gastroenterology and Endoscopy, Eastern Hepatobiliary Surgery Hospital, Naval Military Medical University, Shanghai, P.R. China
| | - Lin Huang
- Department of Clinical Laboratory Medicine, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Kun Qian
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Hongyang Wang
- International Cooperation Laboratory on Signal Transduction, National Center for Liver Cancer, Shanghai Key Laboratory of Hepatobiliary Tumor Biology, Eastern Hepatobiliary Surgery Hospital, Naval Military Medical University, Shanghai, P.R. China
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6
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Supradit K, Prasopdee S, Phanaksri T, Tangphatsornruang S, Pholhelm M, Yusuk S, Butthongkomvong K, Wongprasert K, Kulsantiwong J, Chukan A, Tesana S, Thitapakorn V. Differential circulating miRNA profiles identified miR-423-5p, miR-93-5p, and miR-4532 as potential biomarkers for cholangiocarcinoma diagnosis. PeerJ 2024; 12:e18367. [PMID: 39677943 PMCID: PMC11639864 DOI: 10.7717/peerj.18367] [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: 04/01/2024] [Accepted: 09/30/2024] [Indexed: 12/17/2024] Open
Abstract
Background Cholangiocarcinoma (CCA) is high in morbidity and mortality rates which may be due to asymptomatic and effective diagnostic methods not available. Therefore, an effective diagnosis is urgently needed. Methods Investigation of plasma circulating miRNA (cir-miRNA) was divided into two phases, including the discovery phase (pooled 10 samples each from three pools in each group) and the validation phase (17, 16, and 35 subjects of healthy control (HC), O. viverrini (OV), and CCA groups, respectively). The plasma from healthy control subjects, O. viverrini infected subjects, and CCA subjects was used. In the discovery phase, plasma was pooled by adding an equal volume of plasma, and cir-miRNA was isolated and analyzed with the nCounter® SPRINT Profiler. The significantly different cir-miRNAs were selected for the validation phase. In the validation phase, cir-miRNA was isolated and analyzed using real time-quantitative polymerase chain reaction (RT-qPCR). Subsequently, statistical analysis was conducted, and diagnostic parameters were calculated. Results Differential plasma cir-miRNA profile showed at least three candidates including miR-423-5p, miR-93-5p, and miR-4532 as potential biomarkers. From validation of these cir-miRNAs by RT-qPCR, the result showed that the satisfied sensitivity and specificity to differential CCA group from HC and OV group was obtained from miR-4532 (P < 0.05) while miR-423-5p and miR-93-5p can be used for differential CCA from OV and HC group (P < 0.05) with high specificity but limited the sensitivity. In conclusion, candidate cir-miRNAs have been identified as potential biomarkers including miR-423-5p, miR-93-5p and miR-4532. Screening by miR-4532 and confirmed with miR-423-5p, miR-93-5p were suggested for differential CCA patients in the endemic area of O. viverrini.
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Affiliation(s)
- Kittiya Supradit
- Radiological technology, Faculty of Science, Ramkhamhaeng University, Bangkok, Thailand
| | - Sattrachai Prasopdee
- Chulabhorn International College of Medicine (CICM), Thammasat University, Pathum Thani, Thailand
- Research Group in Multidimensional Health and Disease (MHD), Chulabhorn International College of Medicine, Thammasat University, Pathum Thani, Thailand
- Thammasat Research Unit in Opisthorchiasis, Cholangiocarcinoma, and Neglected parasitic Diseases (TRU-OCN), Thammasat University, Pathum Thani, Thailand
| | - Teva Phanaksri
- Chulabhorn International College of Medicine (CICM), Thammasat University, Pathum Thani, Thailand
| | - Sithichoke Tangphatsornruang
- National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Montinee Pholhelm
- Chulabhorn International College of Medicine (CICM), Thammasat University, Pathum Thani, Thailand
- Research Group in Multidimensional Health and Disease (MHD), Chulabhorn International College of Medicine, Thammasat University, Pathum Thani, Thailand
- Thammasat Research Unit in Opisthorchiasis, Cholangiocarcinoma, and Neglected parasitic Diseases (TRU-OCN), Thammasat University, Pathum Thani, Thailand
| | - Siraphatsorn Yusuk
- Thammasat Research Unit in Opisthorchiasis, Cholangiocarcinoma, and Neglected parasitic Diseases (TRU-OCN), Thammasat University, Pathum Thani, Thailand
| | | | - Kanokpan Wongprasert
- Department of Anatomy, Faculty of Science, Mahidol University, Bangkok, Thailand
| | | | | | - Smarn Tesana
- Research Group in Multidimensional Health and Disease (MHD), Chulabhorn International College of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Veerachai Thitapakorn
- Chulabhorn International College of Medicine (CICM), Thammasat University, Pathum Thani, Thailand
- Research Group in Multidimensional Health and Disease (MHD), Chulabhorn International College of Medicine, Thammasat University, Pathum Thani, Thailand
- Thammasat Research Unit in Opisthorchiasis, Cholangiocarcinoma, and Neglected parasitic Diseases (TRU-OCN), Thammasat University, Pathum Thani, Thailand
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7
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Zhang Q, Zhang X, Xie P, Zhang W. Liquid biopsy: An arsenal for tumour screening and early diagnosis. Cancer Treat Rev 2024; 129:102774. [PMID: 38851148 DOI: 10.1016/j.ctrv.2024.102774] [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: 02/20/2024] [Revised: 05/20/2024] [Accepted: 05/30/2024] [Indexed: 06/10/2024]
Abstract
Cancer has become the second leading cause of death in the world, and more than 50% of cancer patients are diagnosed at an advanced stage. Early diagnosis of tumours is the key to improving patient quality of life and survival time and reducing the socioeconomic burden. However, there is still a lack of reliable early diagnosis methods in clinical practice. In recent years, liquid biopsy technology has developed rapidly. It has the advantages of noninvasiveness, easy access to sample sources, and reproducibility. It has become the main focus of research on the early diagnosis methods of tumours. This review summarises the research progress of existing liquid biopsy markers, such as circulating tumour DNA, circulating viral DNA, DNA methylation, circulating tumour cells, circulating RNA, exosomes, and tumour education platelets in early diagnosis of tumours, and analyses the current advantages and limitations of various markers, providing a direction for the application and transformation of liquid biopsy research in early diagnosis of clinical tumours.
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Affiliation(s)
- Qi Zhang
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Xiaoli Zhang
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Peipei Xie
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Wen Zhang
- Department of Immunology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
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8
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Hayashi Y, Millen JC, Ramos RI, Linehan JA, Wilson TG, Hoon DSB, Bustos MA. Cell-free and extracellular vesicle microRNAs with clinical utility for solid tumors. Mol Oncol 2024. [PMID: 39129372 DOI: 10.1002/1878-0261.13709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 05/28/2024] [Accepted: 07/23/2024] [Indexed: 08/13/2024] Open
Abstract
As cutting-edge technologies applied for the study of body fluid molecular biomarkers are continuously evolving, clinical applications of these biomarkers improve. Diverse forms of circulating molecular biomarkers have been described, including cell-free DNA (cfDNA), circulating tumor cells (CTCs), and cell-free microRNAs (cfmiRs), although unresolved issues remain in their applicability, specificity, sensitivity, and reproducibility. Translational studies demonstrating the clinical utility and importance of cfmiRs in multiple cancers have significantly increased. This review aims to summarize the last 5 years of translational cancer research in the field of cfmiRs and their potential clinical applications to diagnosis, prognosis, and monitoring disease recurrence or treatment responses with a focus on solid tumors. PubMed was utilized for the literature search, following rigorous exclusion criteria for studies based on tumor types, patient sample size, and clinical applications. A total of 136 studies on cfmiRs in different solid tumors were identified and divided based on tumor types, organ sites, number of cfmiRs found, methodology, and types of biofluids analyzed. This comprehensive review emphasizes clinical applications of cfmiRs and summarizes underserved areas where more research and validations are needed.
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Affiliation(s)
- Yoshinori Hayashi
- Department of Translational Molecular Medicine, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Janelle-Cheri Millen
- Department of Surgical Oncology, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Romela Irene Ramos
- Department of Translational Molecular Medicine, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Jennifer A Linehan
- Department of Urology and Urologic Oncology, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Timothy G Wilson
- Department of Urology and Urologic Oncology, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Dave S B Hoon
- Department of Translational Molecular Medicine, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
- Department of Genome Sequencing Center, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Matias A Bustos
- Department of Translational Molecular Medicine, Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
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9
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Wu P, Li D, Zhang C, Dai B, Tang X, Liu J, Wu Y, Wang X, Shen A, Zhao J, Zi X, Li R, Sun N, He J. A unique circulating microRNA pairs signature serves as a superior tool for early diagnosis of pan-cancer. Cancer Lett 2024; 588:216655. [PMID: 38460724 DOI: 10.1016/j.canlet.2024.216655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 11/18/2023] [Accepted: 01/16/2024] [Indexed: 03/11/2024]
Abstract
Cancer remains a major burden globally and the critical role of early diagnosis is self-evident. Although various miRNA-based signatures have been developed in past decades, clinical utilization is limited due to a lack of precise cutoff value. Here, we innovatively developed a signature based on pairwise expression of miRNAs (miRPs) for pan-cancer diagnosis using machine learning approach. We analyzed miRNA spectrum of 15832 patients, who were divided into training, validation, test, and external test sets, with 13 different cancers from 10 cohorts. Five different machine-learning (ML) algorithms (XGBoost, SVM, RandomForest, LASSO, and Logistic) were adopted for signature construction. The best ML algorithm and the optimal number of miRPs included were identified using area under the curve (AUC) and youden index in validation set. The AUC of the best model was compared to previously published 25 signatures. Overall, Random Forest approach including 31 miRPs (31-miRP) was developed, proving highly efficient in cancer diagnosis across different datasets and cancer types (AUC range: 0.980-1.000). Regarding diagnosis of cancers at early stage, 31-miRP also exhibited high capacities, with AUC ranging from 0.961 to 0.998. Moreover, 31-miRP exhibited advantages in differentiating cancers from normal tissues (AUC range: 0.976-0.998) as well as differentiating cancers from corresponding benign lesions. Encouragingly, comparing to previously published 25 different signatures, 31-miRP also demonstrated clear advantages. In conclusion, 31-miRP acts as a powerful model for cancer diagnosis, characterized by high specificity and sensitivity as well as a clear cutoff value, thereby holding potential as a reliable tool for cancer diagnosis at early stage.
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Affiliation(s)
- Peng Wu
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Dongyu Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China; 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Chaoqi Zhang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Bing Dai
- School of Software, Tsinghua University, Beijing, 100084, China
| | - Xiaoya Tang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jingjing Liu
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yue Wu
- Department of Clinical Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xingwu Wang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Ao Shen
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jiapeng Zhao
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xiaohui Zi
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Ruirui Li
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Nan Sun
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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10
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Wu P, Zhang C, Tang X, Li D, Zhang G, Zi X, Liu J, Yin E, Zhao J, Wang P, Wang L, Li R, Wu Y, Sun N, He J. Pan-cancer characterization of cell-free immune-related miRNA identified as a robust biomarker for cancer diagnosis. Mol Cancer 2024; 23:31. [PMID: 38347558 PMCID: PMC10860228 DOI: 10.1186/s12943-023-01915-7] [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: 07/10/2023] [Accepted: 12/13/2023] [Indexed: 02/15/2024] Open
Abstract
Minimally invasive testing is essential for early cancer detection, impacting patient survival rates significantly. Our study aimed to establish a pioneering cell-free immune-related miRNAs (cf-IRmiRNAs) signature for early cancer detection. We analyzed circulating miRNA profiles from 15,832 participants, including individuals with 13 types of cancer and control. The data was randomly divided into training, validation, and test sets (7:2:1), with an additional external test set of 684 participants. In the discovery phase, we identified 100 differentially expressed cf-IRmiRNAs between the malignant and non-malignant, retaining 39 using the least absolute shrinkage and selection operator (LASSO) method. Five machine learning algorithms were adopted to construct cf-IRmiRNAs signature, and the diagnostic classifies based on XGBoost algorithm showed the excellent performance for cancer detection in the validation set (AUC: 0.984, CI: 0.980-0.989), determined through 5-fold cross-validation and grid search. Further evaluation in the test and external test sets confirmed the reliability and efficacy of the classifier (AUC: 0.980 to 1.000). The classifier successfully detected early-stage cancers, particularly lung, prostate, and gastric cancers. It also distinguished between benign and malignant tumors. This study represents the largest and most comprehensive pan-cancer analysis on cf-IRmiRNAs, offering a promising non-invasive diagnostic biomarker for early cancer detection and potential impact on clinical practice.
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Affiliation(s)
- Peng Wu
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Chaoqi Zhang
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Xiaoya Tang
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Dongyu Li
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Guochao Zhang
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Xiaohui Zi
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Jingjing Liu
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Enzhi Yin
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Jiapeng Zhao
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Pan Wang
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Le Wang
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Ruirui Li
- Department of Pathology, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yue Wu
- Department of Clinical Laboratory, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China
| | - Nan Sun
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China.
| | - Jie He
- Department of Thoracic Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, China.
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11
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Gehl V, O'Rourke CJ, Andersen JB. Immunogenomics of cholangiocarcinoma. Hepatology 2023:01515467-990000000-00649. [PMID: 37972940 DOI: 10.1097/hep.0000000000000688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 10/16/2023] [Indexed: 11/19/2023]
Abstract
The development of cholangiocarcinoma spans years, if not decades, during which the immune system becomes corrupted and permissive to primary tumor development and metastasis. This involves subversion of local immunity at tumor sites, as well as systemic immunity and the wider host response. While immune dysfunction is a hallmark of all cholangiocarcinoma, the specific steps of the cancer-immunity cycle that are perturbed differ between patients. Heterogeneous immune functionality impacts the evolutionary development, pathobiological behavior, and therapeutic response of these tumors. Integrative genomic analyses of thousands of primary tumors have supported a biological rationale for immune-based stratification of patients, encompassing immune cell composition and functionality. However, discerning immune alterations responsible for promoting tumor initiation, maintenance, and progression from those present as bystander events remains challenging. Functionally uncoupling the tumor-promoting or tumor-suppressing roles of immune profiles will be critical for identifying new immunomodulatory treatment strategies and associated biomarkers for patient stratification. This review will discuss the immunogenomics of cholangiocarcinoma, including the impact of genomic alterations on immune functionality, subversion of the cancer-immunity cycle, as well as clinical implications for existing and novel treatment strategies.
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Affiliation(s)
- Virag Gehl
- Department of Health and Medical Sciences, Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
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12
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Liu M, Yu X, Bu J, Xiao Q, Ma S, Chen N, Qu C. Comparative analyses of salivary exosomal miRNAs for patients with or without lung cancer. Front Genet 2023; 14:1249678. [PMID: 38028609 PMCID: PMC10657645 DOI: 10.3389/fgene.2023.1249678] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction: Lung cancer is the most frequent cause of cancer-related deaths worldwide. Exosomes are involved in different types of cancer, including lung cancer. Methods: We collected saliva from patients with (LC) or without (NC) lung cancer and successfully isolated salivary exosomes by ultracentrifugation. MiRNA sequencing was implemented for the exosome samples from NC and LC groups, dgeR was used to determine differentially expressed miRNAs (DE miRNAs), and quantitative real-time polymerase chain reaction (qPCR) was used to verify three differentially expressed microRNAs (miRNAs). Results: A total of 372 miRNAs were identified based on the sequencing results. Subsequently, 15 DE miRNAs were identified in LC vs. NC, including eight upregulated miRNAs and seven downregulated miRNAs. Some DE miRNAs were validated via qPCR. A total of 488 putative target genes of the upregulated DE miRNAs were found, and the functional analyses indicated that numerous target genes were enriched in the pathways associated with cancer. Discussion: This suggests that miRNAs of salivary exosomes might have the potential to be used as biomarkers for prediction and diagnosis of lung cancer.
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Affiliation(s)
| | | | | | | | | | | | - Changfa Qu
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
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13
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Zhang P, Tong Y, Huang X, Chen Y, Li Y, Luan D, Li J, Wang C, Li P, Du L, Wang J. The Dual-Response-Single-Amplification Fluorescent Nanomachine for Tumor Imaging and Gastric Cancer Diagnosis. ACS NANO 2023; 17:16553-16564. [PMID: 37527488 DOI: 10.1021/acsnano.3c02148] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
Gastric cancer (GC) is one of the most common tumors worldwide and is the leading cause of tumor-related mortality. Traditional biomarkers and screening methods cannot meet the clinical demands. There is an urgent need for highly sensitive diagnostic markers as well as accurate quantification methods for early gastric cancer (EGC) screening. Here a dual-target cooperatively responsive fluorescent nanomachine by the innovative application of two targets─responsive strand migration system with a single-amplification-cycle element was developed for the simultaneous detection of GC biomarkers miR-5585-5p and PLS3 mRNA, which were selected by next-generation sequencing and RT-qPCR. It was also an RNA extraction-free, PCR-free, and nonenzymatic biosensor to achieve tumor cell imaging and serum diagnosis. Requiring only a 20 μL serum sample and 20 min incubation time, the nanomachine achieved an ultrasensitive detection limit of fM level with a broad linear range from fM to nM. More importantly, a higher AUC value (0.884) compared to the clinically used biomarker CA 72-4 was obtained by the nanomachine to distinguish GC patients successfully. Notably, for the key concerns of diagnosis of EGC patients, the nanomachine also achieved a satisfactory AUC value of 0.859. Taken together, this work has screened and obtained multiple biomarkers and developed a fluorescent nanomachine for combination diagnosis of GC, providing an ingenious design of a functionalized DNA nanomachine and a feasible strategy for the transformation of serum biomarkers into clinical diagnosis.
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Affiliation(s)
- Peng Zhang
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Yao Tong
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Xiaowen Huang
- State Key Laboratory of Biobased Material and Green Papermaking, Department of Bioengineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250300, China
| | - Yuqing Chen
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Yanru Li
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Dongrui Luan
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Juan Li
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Chuanxin Wang
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Peilong Li
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Lutao Du
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan 250033, China
| | - Jiayi Wang
- Department of Clinical Laboratory, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
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14
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Huang Q, Zhou R, Hao X, Zhang W, Chen G, Zhu T. Circulating biomarkers in perioperative management of cancer patients. PRECISION CLINICAL MEDICINE 2023; 6:pbad018. [PMID: 37954451 PMCID: PMC10634636 DOI: 10.1093/pcmedi/pbad018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 06/27/2023] [Indexed: 11/14/2023] Open
Abstract
Owing to the advances in surgical technology, most solid tumours can be controlled by surgical excision. The priority should be tumour control, while some routine perioperative management might influence cancer progression in an unnoticed way. Moreover, it is increasingly recognized that effective perioperative management should include techniques to improve postoperative outcomes. These influences are elucidated by the different functions of circulating biomarkers in cancer patients. Here, circulating biomarkers with two types of clinical functions were reviewed: (i) circulating biomarkers for cancer progression monitoring, for instance, those related to cancer cell malignancy, tumour microenvironment formation, and early metastasis, and (ii) circulating biomarkers with relevance to postoperative outcomes, including systemic inflammation, immunosuppression, cognitive dysfunction, and pain management. This review aimed to provide new perspectives for the perioperative management of patients with cancer and highlight the potential clinical translation value of circulating biomarkers in improving outcomes.
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Affiliation(s)
- Qiyuan Huang
- Department of Anaesthesiology, West China Hospital, Sichuan University, Chengdu 610041, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Ruihao Zhou
- Department of Anaesthesiology, West China Hospital, Sichuan University, Chengdu 610041, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Xuechao Hao
- Department of Anaesthesiology, West China Hospital, Sichuan University, Chengdu 610041, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Weiyi Zhang
- Department of Anaesthesiology, West China Hospital, Sichuan University, Chengdu 610041, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Guo Chen
- Department of Anaesthesiology, West China Hospital, Sichuan University, Chengdu 610041, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Tao Zhu
- Department of Anaesthesiology, West China Hospital, Sichuan University, Chengdu 610041, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu 610041, China
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15
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Jin M, Xu X. MicroRNA-182-5p Inhibits Hypertrophic Scar Formation by Inhibiting the Proliferation and Migration of Fibroblasts via SMAD4 Pathway. Clin Cosmet Investig Dermatol 2023; 16:565-580. [PMID: 36919011 PMCID: PMC10008340 DOI: 10.2147/ccid.s397808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 02/22/2023] [Indexed: 03/16/2023]
Abstract
Introduction Secondary to war wounds, trauma, etc., hypertrophic scar formation is the cause of an excessive proliferation of fibroblasts and accumulation of collagen fibers, which might affect cosmetic appearance, and could cause malignant transformation. miRNAs play an important role in disease regulation via inhibiting post-transcriptional protein translation by targeting and binding to the 3' UTR region of mRNA. Here we explore the mechanism and interventions of scar formation from the perspective of miRNA. Methods Hypertrophic scar-associated differential miRNAs were screened by analyzing sequencing data of normal skin and hypertrophic scar, and verified by RT-qPCR. Signaling pathways that may be influenced by differentially miRNAs were analyzed using KEGG and GO. miRNA mimics were used to explore the effects of miRNAs on SMAD signaling pathway proteins. Dual-luciferase assays were used to explore the targeted binding of miRNAs. The mimics of the miRNA were used to explore the impact of miRNAs on the proliferation, migration, apoptosis and collagen synthesis levels of hypertrophic scar fibroblasts. The scar model of rabbit ear was used to verify the influence of miRNA on wound healing and scar formation in vivo. Results Expression of miR-182-5p was found to be considerably decreased in hypertrophic scars and fibroblasts. miR-182-5p was found to act mainly by targeting the 3'UTR region of SMAD4, but not SMAD1 or SMAD3. miR-182-5p overexpression may drastically suppress the proliferation and migration of fibroblasts, accompanied by enhanced apoptosis and reduced collagen fiber synthesis. The overexpression of miR-182-5p in in vivo experiments could effectively inhibit hypertrophic scar formation without affecting the speed and quality of wound healing. Conclusion miR-182-5p inhibits hypertrophic scar formation by decreasing the proliferation and migration of fibroblasts via SMAD4 pathway, and is expected to become a novel hypertrophic scar therapeutic target.
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Affiliation(s)
- Mingzhu Jin
- Department of Burns and Plastic Surgery, Fourth Medical Center of Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Xiao Xu
- Department of Ophthalmology, Third Medical Center of Chinese PLA General Hospital, Beijing, People's Republic of China
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