1
|
Sawai K, Koneri K, Kimura Y, Goi T. CD133 Expression in Circulating Tumor Cells as a Prognostic Marker in Colorectal Cancer. Int J Mol Sci 2025; 26:4740. [PMID: 40429879 PMCID: PMC12111574 DOI: 10.3390/ijms26104740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2025] [Revised: 04/25/2025] [Accepted: 05/14/2025] [Indexed: 05/29/2025] Open
Abstract
Identifying prognostic markers in colorectal cancer (CRC) is crucial for improving treatment outcomes. Although carcinoembryonic antigen (CEA) is recommended in the guidelines of the National Comprehensive Cancer Network, its sensitivity and specificity are inconsistent, limiting its utility in patients with normal CEA levels. Circulating tumor cells (CTCs), including those expressing CD133-a cancer stem cell marker involved in tumor progression and therapy resistance-are associated with metastasis and survival outcomes. This study evaluated the prognostic significance of CD133-positive CTCs, and their combined effect with CEA, in patients with CRC. Peripheral blood samples from 195 patients with CRC (stages I-IV) were analyzed. CTCs were isolated using OncoQuick tubes and CD133 mRNA expression was detected by reverse transcription polymerase chain reaction. In clinicopathological analysis, CD133-positive CTCs were detected in 27.2% of cases, correlating with serosal invasion (p = 0.016). Multivariate Cox analysis showed that CD133-positive CTCs were associated with worse disease-specific survival (p = 0.001). Patients with CD133-positive CTCs and CEA ≥ 5 ng/mL (high CEA) had a significantly poorer prognosis (p < 0.001), whereas those with CD133-negative CTCs and CEA < 5 ng/mL (low CEA) had a better prognosis (p = 0.039). CD133 expression in CTCs, especially in combination with CEA, may serve as a valuable prognostic marker in CRC.
Collapse
Affiliation(s)
- Katsuji Sawai
- First Department of Surgery, University of Fukui, Fukui 910-1193, Japan; (Y.K.); (T.G.)
| | - Kenji Koneri
- First Department of Surgery, University of Fukui, Fukui 910-1193, Japan; (Y.K.); (T.G.)
| | | | | |
Collapse
|
2
|
Sassorossi C, Evangelista J, Stefani A, Chiappetta M, Martino A, Campanella A, De Paolis E, Nachira D, Del Re M, Guerrera F, Boldrini L, Urbani A, Margaritora S, Minucci A, Bria E, Lococo F. The Role of ctDNA for Diagnosis and Histological Prediction in Early Stage Non-Small-Cell Lung Cancer: A Narrative Review. Diagnostics (Basel) 2025; 15:904. [PMID: 40218254 PMCID: PMC11988553 DOI: 10.3390/diagnostics15070904] [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: 02/04/2025] [Revised: 03/18/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025] Open
Abstract
Background: Circulating tumor DNA (ctDNA) may be released from neoplastic cells into biological fluids through apoptosis, necrosis, or active release. In patients with non-small-cell lung cancer (NSCLC), ctDNA analysis is being introduced in clinical practice only for advanced disease management. Nevertheless, an interesting and promising field of application is the analysis of ctDNA in the management of early stage non-small-cell lung cancer, both for evaluation before treatment, such as diagnosis and screening, and for prediction of histology or pathological features. Methods: A thorough review of the literature published between 2000 and 2024 was performed on PubMed, utilizing the advanced search feature to narrow down titles and abstracts containing the following keywords: ctDNA, early stage, and NSCLC. A total of 20 studies that met all inclusion criteria were chosen for this review. Results: In this review, we summarize the increasing evidence suggesting that ctDNA has potential clinical applications in the management of patients with early stage NSCLC. ctDNA levels in early stage cancers are very low, posing many technical challenges in improving the detection rate and sensitivity, especially in clinical practice, if it is to be implemented for early detection. Presently, the main limitation of ctDNA experimental and clinical studies, especially in early stage settings, is the lack of definitive standardization and consensus regarding methodology, the absence of systematically validated analyses, and the lack of adoption of sensitive approaches. Conclusions: Possible applications of this analyte open up new fields of diagnosis, treatment, and follow up, which are less invasive and more precise than other approaches currently in use, especially in early stage NSCLC patients.
Collapse
Affiliation(s)
- Carolina Sassorossi
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
| | - Jessica Evangelista
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
| | - Alessio Stefani
- Medical Oncology, Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.S.); (E.B.)
| | - Marco Chiappetta
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, University “Magna Graecia”, 88100 Catanzaro, Italy
| | - Antonella Martino
- Radiotherapy Unit, A. Gemelli University Hospital Foundation IRCCS, 00168 Rome, Italy;
| | - Annalisa Campanella
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
| | - Elisa De Paolis
- Departmental Unit of Molecular and Genomic Diagnostics, Genomics Research Core Facility, Gemelli Science and Technology Park (GSTeP), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (E.D.P.); (A.M.)
- Clinical Chemistry, Biochemistry and Molecular Biology Operations (UOC), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
| | - Dania Nachira
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Marzia Del Re
- Department of Faculty Medicine, Saint Camillus International University of Medical and Health Sciences, 00131 Rome, Italy;
| | - Francesco Guerrera
- Department of Cardio-Thoracic and Vascular Surgery, Azienda Ospedaliera-Universitaria Città Della Salute e Della Scienza di Torino, 10126 Torino, Italy;
- Department of Surgical Sciences, University of Torino, 10126 Torino, Italy
| | - Luca Boldrini
- Department of Radiology, Radiotherapy and Hematology, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
| | - Andrea Urbani
- Clinical Chemistry, Biochemistry and Molecular Biology Operations (UOC), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
- Department of Basic Biotechnological Sciences, Intensivological and Perioperative Clinics, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Stefano Margaritora
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Angelo Minucci
- Departmental Unit of Molecular and Genomic Diagnostics, Genomics Research Core Facility, Gemelli Science and Technology Park (GSTeP), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (E.D.P.); (A.M.)
| | - Emilio Bria
- Medical Oncology, Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.S.); (E.B.)
- UOC Oncologia Medica, Isola Tiberina Gemelli Isola, 00186 Rome, Italy
| | - Filippo Lococo
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| |
Collapse
|
3
|
Bahramian A, Pakdel F, Pourzare Mehrbani S, Golchin E, Maljaei E, Hosseinpour Sarmadi M, Deljavanghodrati T, Katebi K. Salivary carcinoembryonic antigen in desquamative gingivitis: A comparative study in oral lichenoid reactions before and after topical corticosteroid therapy. JOURNAL OF ADVANCED PERIODONTOLOGY & IMPLANT DENTISTRY 2025; 17:26-30. [PMID: 40265032 PMCID: PMC12010480 DOI: 10.34172/japid.2025.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 12/05/2024] [Accepted: 12/06/2024] [Indexed: 04/24/2025]
Abstract
Background Desquamative gingivitis is an immunological chronic disease that is considered precancerous and has the potential to develop into squamous cell carcinoma. Carcinoembryonic antigen (CEA), a common tumor marker, increases in many cancers. The present study compared salivary CEA levels in desquamative gingivitis before and after topical corticosteroid therapy. Methods This case‒control study was conducted in the Department of Oral and Maxillofacial Medicine, Tabriz Faculty of Dentistry. Twenty patients with desquamative gingivitis in oral lichen planus (OLP) background were selected as the case group, with 20 healthy individuals as the control group. Desquamative gingivitis lesions were confirmed with biopsies. Salivary samples were obtained from both groups. Second, salivary samples were collected from the case group after a course of topical corticosteroid therapy. Salivary CEA levels were measured by a monobind kit using the ELISA method. Independent and paired t-tests were used to analyze the data in SPSS 17. P<0.05 was considered statistically significant. Results Before treatment, CEA levels were significantly higher in the case group (174.06±95.55) than in the control group (55.66±41.26 ng/mL) (P<0.001). Salivary CEA levels in the case group decreased significantly after the treatment (96.77±66.25 ng/mL) compared to before treatment (174.06±95.55 ng/mL) (P<0.001). Conclusion This study demonstrated that CEA levels significantly decreased in patients with desquamative gingivitis associated with oral lichenoid reaction after receiving topical corticosteroid therapy.
Collapse
Affiliation(s)
- Ayla Bahramian
- Department of Oral and Maxillofacial Medicine, Faculty of Dentistry, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Farzaneh Pakdel
- Department of Oral and Maxillofacial Medicine, Faculty of Dentistry, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Solmaz Pourzare Mehrbani
- Department of Oral and Maxillofacial Medicine, Faculty of Dentistry, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ehsan Golchin
- Toxoplasmosis Research Center, Mazandaran University of Medical Science, Sari, Iran
| | | | - Maryam Hosseinpour Sarmadi
- Department of Oral and Maxillofacial Medicine, Faculty of Dentistry, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Katayoun Katebi
- Department of Oral and Maxillofacial Medicine, Faculty of Dentistry, Tabriz University of Medical Sciences, Tabriz, Iran
| |
Collapse
|
4
|
Keyl J, Keyl P, Montavon G, Hosch R, Brehmer A, Mochmann L, Jurmeister P, Dernbach G, Kim M, Koitka S, Bauer S, Bechrakis N, Forsting M, Führer-Sakel D, Glas M, Grünwald V, Hadaschik B, Haubold J, Herrmann K, Kasper S, Kimmig R, Lang S, Rassaf T, Roesch A, Schadendorf D, Siveke JT, Stuschke M, Sure U, Totzeck M, Welt A, Wiesweg M, Baba HA, Nensa F, Egger J, Müller KR, Schuler M, Klauschen F, Kleesiek J. Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence. NATURE CANCER 2025; 6:307-322. [PMID: 39885364 PMCID: PMC11864985 DOI: 10.1038/s43018-024-00891-1] [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: 03/05/2024] [Accepted: 12/06/2024] [Indexed: 02/01/2025]
Abstract
Despite advances in precision oncology, clinical decision-making still relies on limited variables and expert knowledge. To address this limitation, we combined multimodal real-world data and explainable artificial intelligence (xAI) to introduce AI-derived (AID) markers for clinical decision support. We used xAI to decode the outcome of 15,726 patients across 38 solid cancer entities based on 350 markers, including clinical records, image-derived body compositions, and mutational tumor profiles. xAI determined the prognostic contribution of each clinical marker at the patient level and identified 114 key markers that accounted for 90% of the neural network's decision process. Moreover, xAI enabled us to uncover 1,373 prognostic interactions between markers. Our approach was validated in an independent cohort of 3,288 patients with lung cancer from a US nationwide electronic health record-derived database. These results show the potential of xAI to transform the assessment of clinical variables and enable personalized, data-driven cancer care.
Collapse
Affiliation(s)
- Julius Keyl
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany
- Institute of Pathology, University Hospital Essen (AöR), Essen, Germany
| | - Philipp Keyl
- Institute of Pathology, Ludwig-Maximilians-University Munich, Munich, Germany
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany
| | - Grégoire Montavon
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany
- Machine Learning Group, Technical University of Berlin, Berlin, Germany
- Department of Mathematics and Computer Science, Freie Universität Berlin, Berlin, Germany
| | - René Hosch
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany
| | - Alexander Brehmer
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany
| | - Liliana Mochmann
- Institute of Pathology, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Philipp Jurmeister
- Institute of Pathology, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Gabriel Dernbach
- Machine Learning Group, Technical University of Berlin, Berlin, Germany
| | - Moon Kim
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany
| | - Sven Koitka
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen (AöR), Essen, Germany
| | - Sebastian Bauer
- Department of Medical Oncology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
| | - Nikolaos Bechrakis
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Ophthalmology, University Hospital Essen (AöR), Essen, Germany
| | - Michael Forsting
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
| | - Dagmar Führer-Sakel
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- Department of Endocrinology, Diabetes and Metabolism, University Hospital Essen (AöR), Essen, Germany
| | - Martin Glas
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Division of Clinical Neurooncology, Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, University Duisburg-Essen, Essen, Germany
| | - Viktor Grünwald
- Department of Medical Oncology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Urology, University Hospital Essen (AöR), Essen, Germany
| | - Boris Hadaschik
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Urology, University Hospital Essen (AöR), Essen, Germany
| | - Johannes Haubold
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
| | - Ken Herrmann
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Nuclear Medicine, University Hospital Essen (AöR), Essen, Germany
| | - Stefan Kasper
- Department of Medical Oncology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
| | - Rainer Kimmig
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- Department of Gynecology and Obstetrics, University Hospital Essen (AöR), Essen, Germany
| | - Stephan Lang
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- Department of Otorhinolaryngology, University Hospital Essen (AöR), Essen, Germany
| | - Tienush Rassaf
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- Department of Cardiology and Vascular Medicine, West German Heart and Vascular Center Essen, University Hospital Essen (AöR), Essen, Germany
| | - Alexander Roesch
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Dermatology, University Hospital Essen (AöR), Essen, Germany
| | - Dirk Schadendorf
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Dermatology, University Hospital Essen (AöR), Essen, Germany
- Research Alliance Ruhr, Research Center One Health, University of Duisburg-Essen, Essen, Germany
| | - Jens T Siveke
- Department of Medical Oncology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen (AöR), University of Duisburg-Essen, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Martin Stuschke
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Radiotherapy, University Hospital Essen (AöR), Essen, Germany
| | - Ulrich Sure
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
- Department of Neurosurgery and Spine Surgery, University Hospital Essen (AöR), Essen, Germany
| | - Matthias Totzeck
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- Department of Cardiology and Vascular Medicine, West German Heart and Vascular Center Essen, University Hospital Essen (AöR), Essen, Germany
| | - Anja Welt
- Department of Medical Oncology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
| | - Marcel Wiesweg
- Department of Medical Oncology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
| | - Hideo A Baba
- Institute of Pathology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
| | - Felix Nensa
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen (AöR), Essen, Germany
- Medical Faculty, University of Duisburg-Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany
| | - Jan Egger
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany
| | - Klaus-Robert Müller
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.
- Machine Learning Group, Technical University of Berlin, Berlin, Germany.
- Department of Artificial Intelligence, Korea University, Seoul, South Korea.
- MPI for Informatics, Saarbrücken, Germany.
| | - Martin Schuler
- Department of Medical Oncology, University Hospital Essen (AöR), Essen, Germany.
- Medical Faculty, University of Duisburg-Essen, Essen, Germany.
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany.
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany.
| | - Frederick Klauschen
- Institute of Pathology, Ludwig-Maximilians-University Munich, Munich, Germany.
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Berlin partner site, Berlin, Germany.
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Munich partner site, Munich, Germany.
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany.
| | - Jens Kleesiek
- Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany.
- Medical Faculty, University of Duisburg-Essen, Essen, Germany.
- West German Cancer Center, University Hospital Essen (AöR), Essen, Germany.
- German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany.
| |
Collapse
|
5
|
Lutfi A, Afghan MK, Kasi PM. CTCs and liquid biopsies in patients with colorectal cancer. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2025; 392:101-117. [PMID: 40287217 DOI: 10.1016/bs.ircmb.2024.10.001] [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: 04/29/2025]
Abstract
Liquid biopsy, which includes both circulating tumor DNA (ctDNA) and circulating tumor cells (CTCs) has become a valuable tool for cancer diagnosis and monitoring. It offers a less invasive approach than traditional tissue biopsy and recent technological advancements have enabled their use in comprehensive analysis of tumor molecular characteristics. By capturing the dynamic nature of tumors through repeated sampling, liquid biopsy addresses the limitations of tissue biopsy and provides insights into tumor heterogeneity over time. It is being extensively studied in patients with advanced colorectal cancer because it can aid in diagnosis, predict disease course, and guide treatment selection. Furthermore, as personalized medicine becomes more common, identifying genetic changes that cause cancer cells to become resistant to treatment is crucial. This chapter explores the emerging field of liquid biopsy, with a particular focus on the role and potential of circulating tumor cells (CTCs) in the context of colorectal cancer.
Collapse
Affiliation(s)
- Areeb Lutfi
- Department of Hematology and Oncology, Weill Cornell Medicine, New York, NY, United States
| | - Maaz Khan Afghan
- Department of Hematology and Oncology, Weill Cornell Medicine, New York, NY, United States
| | - Pashtoon Murtaza Kasi
- Department of Oncology and Therapeutics Research, City of Hope, Irvine, CA, United States.
| |
Collapse
|
6
|
Yun Y, Kim S, Lee SN, Cho HY, Choi JW. Nanomaterial-based detection of circulating tumor cells and circulating cancer stem cells for cancer immunotherapy. NANO CONVERGENCE 2024; 11:56. [PMID: 39671082 PMCID: PMC11645384 DOI: 10.1186/s40580-024-00466-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 12/04/2024] [Indexed: 12/14/2024]
Abstract
Nanomaterials have emerged as transformative tools for detecting circulating tumor cells (CTCs) and circulating cancer stem cells (CCSCs), significantly enhancing cancer diagnostics and immunotherapy. Nanomaterials, including those composed of gold, magnetic materials, and silica, have enhanced the sensitivity, specificity, and efficiency of isolating these rare cells from blood. These developments are of paramount importance for the early detection of cancer and for providing real-time insights into metastasis and treatment resistance, which are essential for the development of personalized immunotherapies. The combination of nanomaterial-based platforms with phenotyping techniques, such as Raman spectroscopy and microfluidics, enables researchers to enhance immunotherapy protocols targeting specific CTC and CCSC markers. Nanomaterials also facilitate the targeted delivery of immunotherapeutic agents, including immune checkpoint inhibitors and therapeutic antibodies, directly to tumor cells. This synergistic approach has the potential to enhance therapeutic efficacy and mitigate the risk of metastasis and relapse. In conclusion, this review critically examines the use of nanomaterial-driven detection systems for detecting CTCs and CCSCs, their application in immunotherapy, and suggests future directions, highlighting their potential to transform the integration of diagnostics and treatment, thereby paving the way for more precise and personalized cancer therapies.
Collapse
Affiliation(s)
- Yeochan Yun
- Department of Bio and Fermentation Convergence Technology, Kookmin University, 77 Jeongneung-ro, Seongbuk-gu, Seoul, 02707, Republic of Korea
| | - Seewoo Kim
- Department of Chemical and Biomolecular Engineering, Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul, 04107, Republic of Korea
| | - Sang-Nam Lee
- Uniance Gene Inc., 273, Digital-ro, Guro-gu, Seoul, 08381, Republic of Korea.
| | - Hyeon-Yeol Cho
- Department of Bio and Fermentation Convergence Technology, Kookmin University, 77 Jeongneung-ro, Seongbuk-gu, Seoul, 02707, Republic of Korea.
| | - Jeong-Woo Choi
- Department of Chemical and Biomolecular Engineering, Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul, 04107, Republic of Korea.
| |
Collapse
|
7
|
Li J, Tong DM, Lv P, Xu P, Zhang C. Individualised prediction of chemotherapy benefit in early-onset colorectal cancer. Discov Oncol 2024; 15:625. [PMID: 39505748 PMCID: PMC11541974 DOI: 10.1007/s12672-024-01490-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 10/22/2024] [Indexed: 11/08/2024] Open
Abstract
PURPOSES Whether patients with early-onset colorectal cancer (EOCRC) receive chemotherapy has been controversial, so our study aimed to screen patients with EOCRC who benefit from chemotherapy. METHODS A total of 2166 EOCRC patients were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Patients were divided into chemotherapy and non-chemotherapy groups, propensity score matching (PSM) was performed to balance the differences between the groups, and the Kaplan-Meier method was used to calculate the cancer-specific survival (CSS) of EOCRC patients. Multifactorial COX regression analysis was used to identify independent prognostic factors for CSS and to construct a nomogram for predicting CSS in EOCRC patients. The overall risk score was calculated based on Nomogram, and EOCRC patients were classified into high-risk and low-risk groups to assess further chemotherapy's therapeutic effect on patients with different risk stratification. RESULTS Before PSM, patients in the chemotherapy group had poorer CSS (p < 0.001). After PSM, there was no significant difference in patient CSS between the two groups (p = 0.057). Independent prognostic factors (Race, Grade, Pathology, AJCC.N, AJCC.M, CEA, Marital. Status) were screened according to multifactorial COX regression analyses and included in the Nomogram predicting CSS in EOCRC patients. A risk stratification system for EOCRC patients was further developed, and the results showed that chemotherapy had no significant effect on CSS in the low-risk group of patients, but in the high-risk group, chemotherapy significantly improved CSS in EOCRC patients. CONCLUSIONS We developed a clinical risk model by combining different risk factors, which can accurately screen those with high-risk EOCRC for benefit from chemotherapy. For low-risk EOCRC patients, our results did not observe a better survival benefit from chemotherapy, and more prospective studies are needed in the future to prove our conclusions.
Collapse
Affiliation(s)
- Jian Li
- Department of General Surgery, General Hospital of Northern Theater Command (Teaching Hospital of China Medical University), Shenyang, China
| | - De Ming Tong
- Department of General Surgery, General Hospital of Northern Theater Command (Teaching Hospital of China Medical University), Shenyang, China
| | - Peng Lv
- Department of General Surgery, General Hospital of Northern Theater Command (Teaching Hospital of China Medical University), Shenyang, China
| | - Peng Xu
- Department of General Surgery, General Hospital of Northern Theater Command (Teaching Hospital of China Medical University), Shenyang, China
| | - Cheng Zhang
- Department of General Surgery, General Hospital of Northern Theater Command (Teaching Hospital of China Medical University), Shenyang, China.
| |
Collapse
|
8
|
Gu X, Wei S, Lv X. Circulating tumor cells: from new biological insights to clinical practice. Signal Transduct Target Ther 2024; 9:226. [PMID: 39218931 PMCID: PMC11366768 DOI: 10.1038/s41392-024-01938-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 05/31/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
The primary reason for high mortality rates among cancer patients is metastasis, where tumor cells migrate through the bloodstream from the original site to other parts of the body. Recent advancements in technology have significantly enhanced our comprehension of the mechanisms behind the bloodborne spread of circulating tumor cells (CTCs). One critical process, DNA methylation, regulates gene expression and chromosome stability, thus maintaining dynamic equilibrium in the body. Global hypomethylation and locus-specific hypermethylation are examples of changes in DNA methylation patterns that are pivotal to carcinogenesis. This comprehensive review first provides an overview of the various processes that contribute to the formation of CTCs, including epithelial-mesenchymal transition (EMT), immune surveillance, and colonization. We then conduct an in-depth analysis of how modifications in DNA methylation within CTCs impact each of these critical stages during CTC dissemination. Furthermore, we explored potential clinical implications of changes in DNA methylation in CTCs for patients with cancer. By understanding these epigenetic modifications, we can gain insights into the metastatic process and identify new biomarkers for early detection, prognosis, and targeted therapies. This review aims to bridge the gap between basic research and clinical application, highlighting the significance of DNA methylation in the context of cancer metastasis and offering new avenues for improving patient outcomes.
Collapse
Affiliation(s)
- Xuyu Gu
- Department of Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shiyou Wei
- Department of Anesthesiology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xin Lv
- Department of Anesthesiology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.
| |
Collapse
|
9
|
Balta B, Taylor L, Bogale N, Hailu D, Zerhouni YA. Survival and predictors of mortality among colorectal cancer patients on follow-up in Hawassa University Comprehensive Specialized Hospital, Sidama region, Southern Ethiopia, 2022. A 5-year retrospective cohort study. PLoS One 2024; 19:e0304820. [PMID: 39186504 PMCID: PMC11346650 DOI: 10.1371/journal.pone.0304820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 05/18/2024] [Indexed: 08/28/2024] Open
Abstract
BACKGROUND The incidence and mortality of colorectal cancer were still rising rapidly in many low-income and middle-income countries, which was linked to ongoing societal and economic status. Colorectal cancer is the leading cancer in Ethiopia with relatively lower survival. However, colorectal cancer patients' survival time and predictors have not been well studied in Southern Ethiopia. OBJECTIVE This study aimed to assess five-year survival and predictors of mortality among colorectal cancer patients at Hawassa Comprehensive Specialized Hospital, Ethiopia. METHOD Facility-based retrospective cohort study was conducted among 323 patients who visited Hawassa Comprehensive Specialized Hospital from May 1st, 2017 to April 30th, 2022. The Kaplan-Meier survival curve with the Log-rank test was used to estimate the survival time. Bivariable and multivariable Cox proportional hazards regression models were used to determine the net effect of each independent variable on time to death after diagnosis. RESULT Over the 5-year observation period, the overall mortality rate was 38.5%, with an incidence density of 31 fatalities per 100 person-years observation. Survival at 1, 2, 3, 4, and 5 years was 78%, 53, 32.4%, 23.3%, and 18.7% respectively. The multivariable analysis showed that metastatic disease (AHR = 4.2, CI: 1.5-11.5), baseline carcinoembryonic antigen level ≥5ng/ml (AHR: 2.4, CI: 1.2-5.8), living in rural areas (AHR = 2.2, CI:1.03-4.8) and mucinous carcinoma (AHR = 0.33, CI: 0.13-0.87) were independent predictors of colorectal cancer mortality. CONCLUSION Overall survival of colorectal cancer patients in the study was low compared to similar studies in developing and developed worlds. A significantly low survival rate was observed for patients with advanced stage, elevated carcinoembryonic antigen levels, and rural residents indicating the key role of early detection and timely initiation of treatment to improve survival and quality of life of patients with colorectal cancer.
Collapse
Affiliation(s)
- Bargude Balta
- Hawassa University Comprehensive Specialized Hospital Cancer Center, Hawassa University College of Medicine and Health Sciences, Hawassa, Ethiopia
| | - Lesley Taylor
- Division of Breast Surgery, Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, California, United States of America
| | - Netsanet Bogale
- Hawassa University Comprehensive Specialized Hospital Cancer Center, Hawassa University College of Medicine and Health Sciences, Hawassa, Ethiopia
| | - Dejene Hailu
- Department of Public Health, Hawassa, Hawassa University College of Medicine and Health Sciences, Hawassa, Ethiopia
| | - Yasmin A. Zerhouni
- Division of Colorectal Surgery, City of Hope, Department of Surgery, Comprehensive Cancer Center, Duarte, California, United States of America
| |
Collapse
|
10
|
Salem R, Garin E, Boucher E, Fowers K, Lam M, Padia S, Harris W. Optimal patient selection for yttrium-90 glass plus chemotherapy in the treatment of colorectal liver metastases: additional quality of life, efficacy, and safety analyses from the EPOCH study. Oncologist 2024; 29:681-689. [PMID: 38985849 PMCID: PMC11299931 DOI: 10.1093/oncolo/oyae128] [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: 12/04/2023] [Accepted: 04/23/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND Evaluating transarterial radioembolization (TARE) in patients with metastatic colorectal carcinoma of the liver who have progressed on first-line chemotherapy (EPOCH) demonstrated superior outcomes using yttrium-90 glass microspheres plus chemotherapy (TARE/Chemo) vs chemotherapy (Chemo) to treat colorectal liver metastases. Additional exploratory analyses were undertaken to assess the impact of TARE/Chemo on efficacy, safety, time to subsequent therapy, time to deterioration in quality of life (QoL), and identify criteria for improved patient selection. METHODS Time to deterioration in QoL was analyzed for the primary study population. Subsequently, a post hoc analysis was undertaken to identify subgroups for which time to deterioration in QoL was improved with TARE/Chemo vs Chemo. Progression-free survival (PFS), hepatic (h)PFS, time to subsequent therapy, and safety outcomes were compared between treatments. RESULTS The primary population showed no significant difference in time to deterioration in QoL between treatment arms; however, significance was seen in 2 identified subgroups, namely: Subgroup A (N = 303) which excluded patients with both Eastern Cooperative Oncology Group (ECOG) 1 and baseline CEA ≥ 35 ng/mL from both treatment arms; subgroup B (N = 168) additionally excluded patients with KRAS (Kirsten rat sarcoma) mutation. In subgroup A, TARE/Chemo patients (N = 143) demonstrated superior outcomes vs Chemo (N = 160): PFS (9.4 vs. 7.6 months, hazard ratio (HR): 0.64; 1-sided P = .0020), hPFS (10.8 vs. 7.6 months, HR: 0.53; 1-sided P < .0001), time to deterioration in QoL (5.7 vs. 3.9 months, HR: 0.65; 1-sided P = .0063), and time to subsequent therapy (21.2 vs. 10.5 months, HR: 0.52; 1-sided P < .0001). Subgroup B patients showed similar but larger significant differences between treatment arms. Median PFS, hPFS, and time to deterioration in QoL were numerically greater for TARE/Chemo in both subgroups vs the primary population, with the greatest magnitude of difference in subgroup B. Both subgroups exhibited higher percentage of CEA responders and improved ORR with TARE/Chemo vs chemo alone. Safety (reported as event rate/100 patient-years) was higher with Chemo in all populations. Additional efficacy analyses in the primary population are also reported. CONCLUSIONS Careful patient selection, including consideration of the prognostic factors ECOG, baseline CEA, and KRAS status, sets outcome expectations in patients with colorectal liver metastases suitable for TARE/Chemo as second-line treatment (Trial Registry Number: NCT01483027).
Collapse
Affiliation(s)
- Riad Salem
- Department of Interventional Radiology, Northwestern University, Chicago, IL, United States
| | - Etienne Garin
- Centre de Lutte Contre le Cancer Eugene Marquis, Rennes, France
| | | | - Kirk Fowers
- Boston Scientific, Marlborough, MA, United States
| | - Marnix Lam
- Department of Radiology and Nuclear Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Siddharth Padia
- Department of Radiology, University of California-Los Angeles, Los Angeles, CA, United States
| | - William Harris
- Department of Radiology, University of Washington, Seattle, WA, United States
| |
Collapse
|
11
|
Sawai K, Goi T, Kimura Y, Koneri K. Presence of CD44v9-Expressing Cancer Stem Cells in Circulating Tumor Cells and Effects of Carcinoembryonic Antigen Levels on the Prognosis of Colorectal Cancer. Cancers (Basel) 2024; 16:1556. [PMID: 38672639 PMCID: PMC11048819 DOI: 10.3390/cancers16081556] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 04/15/2024] [Accepted: 04/18/2024] [Indexed: 04/28/2024] Open
Abstract
Circulating tumor cells (CTCs) are cancer cells released from the primary tumor into the bloodstream, and contain cancer stem cells that influence tumor survival, recurrence, and metastasis. Here, we investigated CD44v9 expression in CTCs and impact of preoperative carcinoembryonic antigen (CEA) levels on colorectal cancer (CRC) prognosis. We analyzed the expression of CD44v9 mRNA in CTCs using reverse transcription-polymerase chain reaction and preoperative CEA levels in blood samples obtained from 300 patients with CRC. Subsequently, we evaluated the association of CD44v9 expression and CEA levels with clinicopathological factors. CD44v9 mRNA was expressed in 31.3% of the patients, and was significantly associated with liver metastasis. Patients with positive CD44v9 expression had a lower 5-year survival rate (62.3%) than those with negative CD44v9 expression (82.8%, p < 0.001). Cox regression analysis identified CD44v9 expression and high CEA levels (≥5 ng/mL) as poor prognostic factors, while negative CD44v9 expression and low CEA levels (<5 ng/mL) were associated with favorable prognosis (hazard ratio = 0.285, p = 0.006). These results suggest that a combination of CD44v9 mRNA expression in CTCs and serum CEA levels could serve as a valuable prognostic marker for CRC, potentially enhancing the accuracy of prognosis predictions.
Collapse
Affiliation(s)
- Katsuji Sawai
- First Department of Surgery, University of Fukui, Fukui 910-1193, Japan; (T.G.); (Y.K.); (K.K.)
| | | | | | | |
Collapse
|
12
|
Chen JL, Guo L, Wu ZY, He K, Li H, Yang C, Han YW. Prognostic value of circulating tumor cells combined with neutrophil-lymphocyte ratio in patients with hepatocellular carcinoma. World J Gastrointest Oncol 2024; 16:372-385. [PMID: 38425405 PMCID: PMC10900146 DOI: 10.4251/wjgo.v16.i2.372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/06/2023] [Accepted: 01/08/2024] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Circulating tumor cell (CTC) count and neutrophil-to-lymphocyte ratio (NLR) are both closely associated with the prognosis of hepatocellular carcinoma (HCC). AIM To investigate the prognostic value of combining these two indicators in HCC. METHODS Clinical data were collected from patients with advanced HCC who received immune therapy combined with targeted therapy at the Department of Oncology, the Affiliated Hospital of Southwest Medical University, Sichuan, China, from 2021 to 2023. The optimal cutoff values for CTC programmed death-ligand 1 (PD-L1) (+) > 1 or CTC PD-L1 (+) ≤ 1 and NLR > 3.89 or NLR ≤ 3.89 were evaluated using X-Tile software. Patients were categorized into three groups based on CTC PD-L1 (+) counts and NLR: CTC-NLR (0), CTC-NLR (1), and CTC-NLR (2). The relationship between CTC-NLR and clinical variables as well as survival rates was assessed. RESULTS Patients with high CTC PD-L1 (+) expression or NLR at baseline had shorter median progression-free survival (mPFS) and median overall survival (mOS) than those with low levels of CTC PD-L1 (+) or NLR (P < 0.001). Meanwhile, patients in the CTC-NLR (2) group showed a significant decrease in mPFS and mOS. Cox regression analysis revealed that alpha-fetoprotein (AFP), CTC PD-L1 (+), and CTC-NLR were independent predictors of OS. The time-dependent receiver operating characteristic curve showed that the area under the curve of CTC-NLR at 12 months (0.821) and 18 months (0.821) was superior to that of AFP and CTC PD-L1 (+). CONCLUSION HCC patients with high CTC PD-L1 (+) or NLR expression tend to exhibit poor prognosis, and a high baseline CTC-NLR score may indicate low survival. CTC-NLR may serve as an effective prognostic indicator for patients with advanced HCC receiving immunotherapy combined with targeted therapy.
Collapse
Affiliation(s)
- Jia-Li Chen
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, Sichuan Province, China
| | - Lu Guo
- Department of Ophthalmology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, Sichuan Province, China
| | - Zhen-Ying Wu
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, Sichuan Province, China
| | - Kun He
- Clinical Research Institute, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, Sichuan Province, China
| | - Han Li
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, Sichuan Province, China
| | - Chi Yang
- Department of Plastic Surgery, Meguiar's Medical Beauty Hospital, Chengdu 610000, Sichuan Province, China
| | - Yun-Wei Han
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, Sichuan Province, China
| |
Collapse
|
13
|
Wang R, Xu B, Sun M, Pang X, Wang X, Zhu J, Lian J, Lu H. Dynamic monitoring of serum CEA and CA19-9 predicts the prognosis of postoperative stage II colon cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:107138. [PMID: 37925830 DOI: 10.1016/j.ejso.2023.107138] [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: 07/20/2023] [Revised: 10/04/2023] [Accepted: 10/23/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND We sought to investigate the prognostic significance of carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9) dynamics for stage II colon cancer patients undergoing radical resection. METHODS This study retrospectively analyzed 1517 stage II colon cancer patients admitted to the Harbin Medical University Cancer Hospital from January 2011 to December 2016. To observe the relationship between tumor markers dynamic monitoring and survival, we calculated cut-off values for ΔCEA and ΔCA19-9. Group according to the cut-off values and compare the differences in survival between subgroups. RESULTS Preoperative CA199 (HR = 3.122), postoperative CEA (HR = 2.941) and histological type (HR = 2.855) were independent prognostic factors in multivariate Cox proportional hazards models. The 5-year overall survival (OS) in the patients with normal preoperative CEA and CA19-9 was significantly better than the patients with elevated preoperative CEA or CA19-9 and the patients with elevated preoperative CEA and CA19-9 (92.6 % vs. 87.6 % vs. 81.0 %, P < 0.05). 469 patients with normal pre- and post-operative CEA had the highest 5-year OS (93.5 %, P < 0.05). Among the 177 patients with elevated pre- and post-operative CEA, the 5-year OS rate was only 81.8 % (P < 0.05). The cut-off values for Δ CEA and Δ CA19-9 in stage II colon cancer patients with elevated preoperative tumor markers were 2.625 ng/ml and 7.835 U/ml, respectively. The Kaplan-Meier curves showed that Δ CEA≥2.625 ng/ml and Δ CA19-9≥7.835 U/mL were associated with better outcome (87.8 % vs. 79.6 %, P < 0.05; 85.8 % vs. 79.1 %, P > 0.05). At the same time, we found that adjuvant chemotherapy significantly improved 5-year OS in patients with elevated preoperative CEA or CA19-9 (91.0 % vs. 80.9 % and 89.6 % vs. 80.2 %, P < 0.05). CONCLUSIONS Persistent postoperative elevation of CEA/CA19-9 is associated with a poor prognosis. CEA and CA19-9 may be high-risk factors for postoperative adjuvant therapy in stage II colon cancer patients. For stage II colon cancer patients with elevated preoperative CEA, patients with Δ CEA<2.625 ng/ml have poor survival and can improve prognosis by receiving adjuvant therapy.
Collapse
Affiliation(s)
- Ren Wang
- Department of Outpatient Chemotherapy, Harbin Medical University Cancer Hospital, Harbin, China
| | - Benjie Xu
- Department of Outpatient Chemotherapy, Harbin Medical University Cancer Hospital, Harbin, China
| | - Mingming Sun
- Department of Clinical Pharmacy, The Third Affiliated Hospital of Qiqihar Medical University, China
| | - Xiangyi Pang
- Department of Outpatient Chemotherapy, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xin Wang
- Department of Outpatient Chemotherapy, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jiahao Zhu
- Department of Outpatient Chemotherapy, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jie Lian
- Department of Outpatient Chemotherapy, Harbin Medical University Cancer Hospital, Harbin, China.
| | - Haibo Lu
- Department of Outpatient Chemotherapy, Harbin Medical University Cancer Hospital, Harbin, China.
| |
Collapse
|
14
|
Bielcikova Z, Werner L, Stursa J, Cerny V, Krizova L, Spacek J, Hlousek S, Vocka M, Bartosova O, Pesta M, Kolostova K, Klezl P, Bobek V, Truksa J, Stemberkova-Hubackova S, Petruzelka L, Michalek P, Neuzil J. Mitochondrially targeted tamoxifen as anticancer therapy: case series of patients with renal cell carcinoma treated in a phase I/Ib clinical trial. Ther Adv Med Oncol 2023; 15:17588359231197957. [PMID: 37786538 PMCID: PMC10541747 DOI: 10.1177/17588359231197957] [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: 03/28/2023] [Accepted: 08/03/2023] [Indexed: 10/04/2023] Open
Abstract
Mitochondrially targeted anticancer drugs (mitocans) that disrupt the energy-producing systems of cancer are emerging as new potential therapeutics. Mitochondrially targeted tamoxifen (MitoTam), an inhibitor of mitochondrial respiration respiratory complex I, is a first-in-class mitocan that was tested in the phase I/Ib MitoTam-01 trial of patients with metastatic cancer. MitoTam exhibited a manageable safety profile and efficacy; among 37% (14/38) of responders, the efficacy was greatest in patients with metastatic renal cell carcinoma (RCC) with a clinical benefit rate of 83% (5/6) of patients. This can be explained by the preferential accumulation of MitoTam in the kidney tissue in preclinical studies. Here we report the mechanism of action and safety profile of MitoTam in a case series of RCC patients. All six patients were males with a median age of 69 years, who had previously received at least three lines of palliative systemic therapy and suffered progressive disease before starting MitoTam. We recorded stable disease in four, partial response in one, and progressive disease (PD) in one patient. The histological subtype matched clear cell RCC (ccRCC) in the five responders and claro-cellular carcinoma with sarcomatoid features in the non-responder. The number of circulating tumor cells (CTCs) was evaluated longitudinally to monitor disease dynamics. Beside the decreased number of CTCs after MitoTam administration, we observed a significant decrease of the mitochondrial network mass in enriched CTCs. Two patients had long-term clinical responses to MitoTam, of 50 and 36 weeks. Both patients discontinued treatment due to adverse events, not PD. Two patients who completed the trial in November 2019 and May 2020 are still alive without subsequent anticancer therapy. The toxicity of MitoTam increased with the dosage but was manageable. The efficacy of MitoTam in pretreated ccRCC patients is linked to the novel mechanism of action of this first-in-class mitochondrially targeted drug.
Collapse
Affiliation(s)
- Zuzana Bielcikova
- Department of Oncology, General Faculty Hospital, U Nemocnice 499/2, Prague 2, 128 08, Czech Republic
| | - Lukas Werner
- Institute of Biotechnology, Czech Academy of Sciences, Prumyslova 595, Prague-West 252 50, Czech Republic Diabetes Centre, Institute for Clinical and Experimental Medicine, Prague 4, Czech Republic
| | - Jan Stursa
- Institute of Biotechnology, Czech Academy of Sciences, Prague-West, Czech RepublicDiabetes Centre, Institute for Clinical and Experimental Medicine, Prague 4, Czech Republic
| | - Vladimir Cerny
- Department of Radiodiagnostics, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Ludmila Krizova
- Department of Oncology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jan Spacek
- Department of Oncology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Stanislav Hlousek
- Department of Oncology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Olga Bartosova
- Institute of Pharmacology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Michal Pesta
- Department of Probability and Mathematical Statistics, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic
| | - Katarina Kolostova
- Laboratory of Personalized Medicine, Oncology Clinic, Faculty Hospital Kralovske Vinohrady, Prague, Czech Republic
| | - Petr Klezl
- Laboratory of Personalized Medicine, Oncology Clinic, Faculty Hospital Kralovske Vinohrady, Prague, Czech Republic Urology Clinic, Third Faculty of Medicine, Charles University and Faculty Hospital Kralovske Vinohrady, Prague, Czech Republic
| | - Vladimir Bobek
- Laboratory of Personalized Medicine, Oncology Clinic, Faculty Hospital Kralovske Vinohrady, Prague, Czech Republic
| | - Jaroslav Truksa
- Institute of Biotechnology, Czech Academy of Sciences, Prague-West, Czech Republic
| | - Sona Stemberkova-Hubackova
- Institute of Biotechnology, Czech Academy of Sciences, Prague-West, Czech RepublicDiabetes Centre, Institute for Clinical and Experimental Medicine, Prague 4, Czech Republic
| | - Lubos Petruzelka
- Department of Oncology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Pavel Michalek
- Department of Anesthesiology and Intensive Care, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jiri Neuzil
- School of Pharmacy and Medical Science, Griffith University, Southport, Qld 4222, Australia Department of Pediatrics and Inherited Metabolic Diseases, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic Department of Physiology, Faculty of Science, Charles University, and General University Hospital, Prague, Czech Republic Institute of Biotechnology, Czech Academy of Sciences, Prumyslova 595, Prague-West 252 50, Czech Republic
| |
Collapse
|
15
|
Lawrence R, Watters M, Davies CR, Pantel K, Lu YJ. Circulating tumour cells for early detection of clinically relevant cancer. Nat Rev Clin Oncol 2023:10.1038/s41571-023-00781-y. [PMID: 37268719 DOI: 10.1038/s41571-023-00781-y] [Citation(s) in RCA: 136] [Impact Index Per Article: 68.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2023] [Indexed: 06/04/2023]
Abstract
Given that cancer mortality is usually a result of late diagnosis, efforts in the field of early detection are paramount to reducing cancer-related deaths and improving patient outcomes. Increasing evidence indicates that metastasis is an early event in patients with aggressive cancers, often occurring even before primary lesions are clinically detectable. Metastases are usually formed from cancer cells that spread to distant non-malignant tissues via the blood circulation, termed circulating tumour cells (CTCs). CTCs have been detected in patients with early stage cancers and, owing to their association with metastasis, might indicate the presence of aggressive disease, thus providing a possible means to expedite diagnosis and treatment initiation for such patients while avoiding overdiagnosis and overtreatment of those with slow-growing, indolent tumours. The utility of CTCs as an early diagnostic tool has been investigated, although further improvements in the efficiency of CTC detection are required. In this Perspective, we discuss the clinical significance of early haematogenous dissemination of cancer cells, the potential of CTCs to facilitate early detection of clinically relevant cancers, and the technological advances that might improve CTC capture and, thus, diagnostic performance in this setting.
Collapse
Affiliation(s)
- Rachel Lawrence
- Centre for Biomarkers and Therapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Melissa Watters
- Barts and London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Caitlin R Davies
- Centre for Biomarkers and Therapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Klaus Pantel
- Department of Tumour Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | - Yong-Jie Lu
- Centre for Biomarkers and Therapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK.
| |
Collapse
|
16
|
Szymanska B, Lukaszewski Z, Hermanowicz-Szamatowicz K, Gorodkiewicz E. A Multiple-Array SPRi Biosensor as a Tool for Detection of Gynecological-Oncological Diseases. BIOSENSORS 2023; 13:279. [PMID: 36832045 PMCID: PMC9954693 DOI: 10.3390/bios13020279] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/12/2023] [Accepted: 02/15/2023] [Indexed: 06/18/2023]
Abstract
Diagnostics based on the determination of biomarkers in body fluids will be more successful when several biomarkers are determined. A multiple-array SPRi biosensor for the simultaneous determination of CA125, HE4, CEA, IL-6 and aromatase has been developed. Five individual biosensors were placed on the same chip. Each of them consisted of a suitable antibody covalently immobilized onto a gold chip surface via a cysteamine linker by means of the NHS/EDC protocol. The biosensor for IL-6 works in the pg mL-1 range, that for CA125 in the µg mL-1 range, and the other three within the ng mL-1 range; these are ranges suitable for the determination of biomarkers in real samples. The results obtained with the multiple-array biosensor are very similar to those obtained with a single biosensor. The applicability of the multiple biosensor was demonstrated using several examples of plasma from patients suffering from ovarian cancer and endometrial cyst. The average precision was 3.4% for the determination of CA125, 3.5% for HE4, 5.0% for CEA and IL-6, and 7.6% for aromatase. The simultaneous determination of several biomarkers may be an excellent tool for the screening of the population for earlier detection of diseases.
Collapse
Affiliation(s)
- Beata Szymanska
- Faculty of Chemistry, Bioanalysis Laboratory, University of Bialystok, Ciolkowskiego 1K, 15-245 Bialystok, Poland
| | - Zenon Lukaszewski
- Faculty of Chemical Technology, Poznan University of Technology, Pl. Sklodowskiej-Curie 5, 60-965 Poznan, Poland
| | | | - Ewa Gorodkiewicz
- Faculty of Chemistry, Bioanalysis Laboratory, University of Bialystok, Ciolkowskiego 1K, 15-245 Bialystok, Poland
| |
Collapse
|
17
|
Ring A, Nguyen-Sträuli BD, Wicki A, Aceto N. Biology, vulnerabilities and clinical applications of circulating tumour cells. Nat Rev Cancer 2023; 23:95-111. [PMID: 36494603 PMCID: PMC9734934 DOI: 10.1038/s41568-022-00536-4] [Citation(s) in RCA: 154] [Impact Index Per Article: 77.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/07/2022] [Indexed: 12/13/2022]
Abstract
In recent years, exceptional technological advances have enabled the identification and interrogation of rare circulating tumour cells (CTCs) from blood samples of patients, leading to new fields of research and fostering the promise for paradigm-changing, liquid biopsy-based clinical applications. Analysis of CTCs has revealed distinct biological phenotypes, including the presence of CTC clusters and the interaction between CTCs and immune or stromal cells, impacting metastasis formation and providing new insights into cancer vulnerabilities. Here we review the progress made in understanding biological features of CTCs and provide insight into exploiting these developments to design future clinical tools for improving the diagnosis and treatment of cancer.
Collapse
Affiliation(s)
- Alexander Ring
- Department of Biology, Institute for Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Department of Medical Oncology and Hematology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Bich Doan Nguyen-Sträuli
- Department of Biology, Institute for Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Department of Gynecology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Andreas Wicki
- Department of Medical Oncology and Hematology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Nicola Aceto
- Department of Biology, Institute for Molecular Health Sciences, ETH Zurich, Zurich, Switzerland.
| |
Collapse
|
18
|
Cai M, He H, Hong S, Weng J. Synergistic diagnostic value of circulating tumor cells and tumor markers CEA/CA19-9 in colorectal cancer. Scand J Gastroenterol 2023; 58:54-60. [PMID: 35968572 DOI: 10.1080/00365521.2022.2106152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Circulation tumor cells (CTCs) play a crucial role in cancer spread and have a strong correlation with cancer progression. Previous works of research have shown that the number of CTCs can be used to predict the recurrence of colorectal cancer (CRC). METHODS In this study, we used the Cyttel method to isolate and detect CTCs, and analyzed their correlation with carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9) levels. RESULTS We found that the amount and positive (CTC number ≥2 in 3.2 mL peripheral blood) rate of CTCs were higher in peripheral blood (PB) of patients in stage III/IV than that of patients in stage I/II, suggesting the number of CTCs in CRC patients may have a higher correlation with metastasis. Furthermore, the number of CTCs was correlated to CEA and CA19-9 levels in individuals with all stages of CRC, and all of them predicted a worse prognosis and higher recurrence rate. Notably, triple positive (CTCs ≥ 2, CEA ≥ 5 ng/mL, CA19-9 ≥ 37 U/mL in PB) leads to the worst outcome indicated by overall survival and recurrence rate. CONCLUSION Taken together, this study first revealed that a triple combination of CTCs, which were detected by the Cyttel method but not other approaches, CEA and CA19-9 is a promising prognostic marker on the recurrence of colorectal cancer and overall survival in clinic practice.
Collapse
Affiliation(s)
- Mingzhi Cai
- Department of General Surgery, ZhangZhou Affiliated Hospital of FuJian Medical University, Fujian, China
| | - Huiduan He
- Department of Pathology, ZhangZhou Affiliated Hospital of FuJian Medical University, Fujian, China
| | - Shaojun Hong
- Department of Pathology, ZhangZhou Affiliated Hospital of FuJian Medical University, Fujian, China
| | - Jianming Weng
- Department of Pathology, ZhangZhou Affiliated Hospital of FuJian Medical University, Fujian, China
| |
Collapse
|
19
|
Detection of Circulating Tumor Cells Using the Attune NxT. Int J Mol Sci 2022; 24:ijms24010021. [PMID: 36613466 PMCID: PMC9820284 DOI: 10.3390/ijms24010021] [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: 11/09/2022] [Revised: 12/09/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
Circulating tumor cells (CTCs) have been detected in many patients with different solid malignancies. It has been reported that presence of CTCs correlates with worse survival in patients with multiple types of cancer. Several techniques have been developed to detect CTCs in liquid biopsies. Currently, the only method for CTC detection that is approved by the Food and Drug Administration is CellSearch. Due to low abundance of CTCs in certain cancer types and in early stages of disease, its clinical application is currently limited to metastatic colorectal cancer, breast cancer and prostate cancer. Therefore, we aimed to develop a new method for the detection of CTCs using the Attune NxT-a flow cytometry-based application that was specifically developed to detect rare events in biological samples without the need for enrichment. When healthy donor blood samples were spiked with variable amounts of different EpCAM+EGFR+ tumor cell lines, recovery yield was on average 75%. The detection range was between 1000 and 10 cells per sample. Cell morphology was confirmed with the Attune CytPix. Analysis of blood samples from metastatic colorectal cancer patients, as well as lung cancer patients, demonstrated that increased EpCAM+EGFR+ events were detected in more than half of the patient samples. However, most of these cells showed no (tumor) cell-like morphology. Notably, CellSearch analysis of blood samples from a subset of colorectal cancer patients did not detect CTCs either, suggesting that these blood samples were negative for CTCs. Therefore, we anticipate that the Attune NxT is not superior to CellSearch in detection of low amounts of CTCs, although handling and analysis of samples is easier. Moreover, morphological confirmation is essential to distinguish between CTCs and false positive events.
Collapse
|
20
|
Kansara M, Bhardwaj N, Thavaneswaran S, Xu C, Lee JK, Chang L, Madison RW, Lin F, Hsu E, Patel VK, Aleshin A, Oxnard GR, Simes J, Nimeiri H, Thomas DM. Early circulating tumor DNA dynamics as a pan-tumor biomarker for long-term clinical outcome in patients treated with durvalumab and tremelimumab. Mol Oncol 2022; 17:298-311. [PMID: 36426653 PMCID: PMC9892824 DOI: 10.1002/1878-0261.13349] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 10/13/2022] [Accepted: 11/09/2022] [Indexed: 11/27/2022] Open
Abstract
There is an urgent need to identify biomarkers of early response that can accurately predict the benefit of immune checkpoint inhibitors (ICI). Patients receiving durvalumab/tremelimumab had tumor samples sequenced before treatment (baseline) to identify variants for the design of a personalized circulating tumor (ctDNA) assay. ctDNA was assessed at baseline and at 4 and/or 8 weeks into treatment. Correlations between ctDNA changes to radiographic response and overall survival (OS) were made to assess potential clinical benefit. 35/40 patients (87.5%) had personalized ctDNA assays designed, and 29/35 (82.9%) had plasma available for baseline analysis, representing 16 unique solid tumor histologies. As early as 4 weeks after treatment, decline in ctDNA from baseline predicted improved OS (P = 0.0144; HR = 9.98) and ctDNA changes on treatment-supported and refined radiographic response calls. ctDNA clearance at any time through week 8 identified complete responders by a median lead time of 11.5 months ahead of radiographic imaging. ctDNA response monitoring is emerging as a dynamic, personalized biomarker method that may predict survival outcomes in patients with diverse solid tumor histologies, complementing and sometimes preceding standard-of-care imaging assessments.
Collapse
Affiliation(s)
- Maya Kansara
- The Kinghorn Cancer CentreGarvan Institute of Medical ResearchDarlinghurstNSWAustralia,Faculty of Medicine, St. Vincent's Clinical SchoolUNSW SydneyKensingtonNSWAustralia
| | | | - Subotheni Thavaneswaran
- The Kinghorn Cancer CentreGarvan Institute of Medical ResearchDarlinghurstNSWAustralia,Faculty of Medicine, St. Vincent's Clinical SchoolUNSW SydneyKensingtonNSWAustralia,National Health and Medical Research Council Clinical Trials CentreUniversity of SydneyNSWAustralia
| | - Chang Xu
- Foundation Medicine, Inc.CambridgeMAUSA
| | | | | | | | - Frank Lin
- The Kinghorn Cancer CentreGarvan Institute of Medical ResearchDarlinghurstNSWAustralia,Faculty of Medicine, St. Vincent's Clinical SchoolUNSW SydneyKensingtonNSWAustralia,National Health and Medical Research Council Clinical Trials CentreUniversity of SydneyNSWAustralia
| | - Eugene Hsu
- Radiology DepartmentSt Vincent's HospitalSydneyNSWAustralia
| | | | | | | | - John Simes
- National Health and Medical Research Council Clinical Trials CentreUniversity of SydneyNSWAustralia
| | | | - David M. Thomas
- The Kinghorn Cancer CentreGarvan Institute of Medical ResearchDarlinghurstNSWAustralia,Faculty of Medicine, St. Vincent's Clinical SchoolUNSW SydneyKensingtonNSWAustralia
| |
Collapse
|
21
|
Yao Y, Zhu X, Liu W, Jiang J, Jiang H. Meta-analysis of the prognostic value of circulating tumor cells in gastrointestinal cancer. Medicine (Baltimore) 2022; 101:e31099. [PMID: 36281182 PMCID: PMC9592416 DOI: 10.1097/md.0000000000031099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Detecting circulating tumor cells (CTCs) has become a new strategy for predicting the prognosis of cancer patients. However, limited systematic research evidence is available for the detection of CTCs in various gastrointestinal tumors such as esophageal cancer (EC), colorectal cancer (CRC) and gastric cancer (GC). This topic was addressed to assess the prognostic significance of CTCs in gastrointestinal tumors. METHODS We conducted a literature search according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) checklist (from November 20, 2021). We performed a meta-analysis using the random effects model and Review Manager 5.3 software (The Cochrane Collaboration, Copenhagen, Denmark) according to the inclusion and exclusion criteria, data extraction and evaluation methods. RESULTS Twenty-four articles met the inclusion criteria for this study, and they included 3803 EC, CRC and GC patients, including 1189 CTC-positive and 2462 CTC-negative cases. The meta-analysis showed that the presence of CTCs was associated with worse OS (HR = 2.05, 95% CI = 1.75-2.40, P = .060) and PFS (HR = 2.27, 95% CI = 1.79-2.89, P < .001). Further meta-regression and subgroup analyses showed that CTC-positive patients also showed worse OS and PFS in different subgroups. CONCLUSION Our meta-analysis suggests that detecting CTCs in peripheral blood may be an important tool for improving the prognosis of patients with gastrointestinal tumors. Moreover, CTCs detection results could be used to develop personalized treatment plans in the future.
Collapse
Affiliation(s)
- Yuming Yao
- Jiangxi Provincial Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang, China
| | - Xiang Zhu
- Jiangxi Provincial Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang, China
| | - Weixin Liu
- Jiangxi Provincial Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang, China
| | - Jiayi Jiang
- Mathematics Major, New York University, New York, NY, USA
| | - Han Jiang
- Department of Thoracic Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China
- * Correspondence: Han Jiang, Department of Thoracic Surgery, The Second Affiliated Hospital of Nanchang University, No. 1, Minde Road, Donghu, Nanchang 330006, Jiangxi, China (e-mail: )
| |
Collapse
|
22
|
Defining A Liquid Biopsy Profile of Circulating Tumor Cells and Oncosomes in Metastatic Colorectal Cancer for Clinical Utility. Cancers (Basel) 2022; 14:cancers14194891. [PMID: 36230811 PMCID: PMC9563925 DOI: 10.3390/cancers14194891] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 09/30/2022] [Indexed: 11/23/2022] Open
Abstract
Simple Summary Metastatic colorectal cancer (mCRC) is typified by its tumor heterogeneity and changing disease states, suggesting that personalized medicine approaches could be vital to improving clinical practice. As a minimally invasive approach, the liquid biopsy has the potential to be a powerful longitudinal prognostic tool. We investigated mCRC patients’ peripheral blood samples using an enrichment-free single-cell approach to capture the broader rare-event population beyond the conventionally detected epithelial-derived circulating tumor cell (CTC). Our analysis reveals a heterogenous profile of CTCs and oncosomes not commonly found in normal donor samples. We identified select rare cell types based on their distinct immunofluorescence expression and morphology across multiple assays. Lastly, we highlight correlations between enumerations of the blood-based analytes and progression-free survival. This study clinically validates an unbiased rare-event approach in the liquid biopsy, motivating future studies to further investigate these analytes for their prognostic potential. Abstract Metastatic colorectal cancer (mCRC) is characterized by its extensive disease heterogeneity, suggesting that individualized analysis could be vital to improving patient outcomes. As a minimally invasive approach, the liquid biopsy has the potential to longitudinally monitor heterogeneous analytes. Current platforms primarily utilize enrichment-based approaches for epithelial-derived circulating tumor cells (CTC), but this subtype is infrequent in the peripheral blood (PB) of mCRC patients, leading to the liquid biopsy’s relative disuse in this cancer type. In this study, we evaluated 18 PB samples from 10 mCRC patients using the unbiased high-definition single-cell assay (HDSCA). We first employed a rare-event (Landscape) immunofluorescence (IF) protocol, which captured a heterogenous CTC and oncosome population, the likes of which was not observed across 50 normal donor (ND) samples. Subsequent analysis was conducted using a colorectal-targeted IF protocol to assess the frequency of CDX2-expressing CTCs and oncosomes. A multi-assay clustering analysis isolated morphologically distinct subtypes across the two IF stains, demonstrating the value of applying an unbiased single-cell approach to multiple assays in tandem. Rare-event enumerations at a single timepoint and the variation of these events over time correlated with progression-free survival. This study supports the clinical utility of an unbiased approach to interrogating the liquid biopsy in mCRC, representing the heterogeneity within the CTC classification and warranting the further molecular characterization of the rare-event analytes with clinical promise.
Collapse
|
23
|
Yu Z, Tong S, Wang C, Wu Z, Ye Y, Wang S, Jiang K. PPy@Fe 3O 4 nanoparticles inhibit the proliferation and metastasis of CRC via suppressing the NF-κB signaling pathway and promoting ferroptosis. Front Bioeng Biotechnol 2022; 10:1001994. [PMID: 36177184 PMCID: PMC9513590 DOI: 10.3389/fbioe.2022.1001994] [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: 07/24/2022] [Accepted: 08/18/2022] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers of the digestive tract, and patients with advanced-stage cancer have poor survival despite the use of multidrug conventional chemotherapy regimens. Intra-tumor heterogeneity of cancerous cells is the main obstacle in the way to effective cancer treatments. Therefore, we are looking for novel approaches to eliminate just cancer cells including nanoparticles (NPs). PPy@Fe3O4 NPs were successfully synthesized through a portable method. The characterization of transmission electron microscopy (TEM), Fourier-Transformed infrared spectrometer, and X-ray powder diffraction have further proved successful preparation of PPy@Fe3O4 NPs. NIR irradiation was used to test the photothermal properties of NPs and an infrared camera was used to record their temperature. The direct effects of PPy@Fe3O4 NPs on colorectal cancer cell DLD1 were assessed using CCK8, plate clone, transwell, flow cytometry, and western blotting in CRC cell. The effect of PPy@Fe3O4 NPs on neoplasm growth in nude mice was evaluated in vivo. This study demonstrated that PPy@ Fe3O4 NPs significantly inhibit the growth, migration, and invasion and promote ferroptosis to the untreated controls in colorectal cancer cells. Mechanical exploration revealed that PPy@Fe3O4 NPs inhibit the multiplication, migration, and invasion of CRC cells in vitro by modulating the NF-κB signaling pathway. Importantly, Ferroptosis inhibitors Fer-1 can reverse the changes in metastasis-associated proteins caused by NPs treatment. Collectively, our observations revealed that PPy@Fe3O4 NPs were blockers of tumor progression and metastasis in CRC. This study brought new insights into bioactive NPs, with application potential in curing CRC or other human disorders.
Collapse
Affiliation(s)
- Zhilong Yu
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People’s Hospital, Beijing, China
| | - Shanshi Tong
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chenyi Wang
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People’s Hospital, Beijing, China
| | - Zizhen Wu
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People’s Hospital, Beijing, China
| | - Yingjiang Ye
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People’s Hospital, Beijing, China
| | - Shan Wang
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People’s Hospital, Beijing, China
| | - Kewei Jiang
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People’s Hospital, Beijing, China
| |
Collapse
|
24
|
Chen Q, Li M, Chen J, Huang Z, Chen X, Zhao H, Cai J. AST·MLR index and operation injury condition are novel prognostic predictor for the prediction of survival in patients with colorectal cancer liver metastases undergoing surgical resection. BMC Cancer 2022; 22:921. [PMID: 36008803 PMCID: PMC9414420 DOI: 10.1186/s12885-022-10009-4] [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: 06/30/2021] [Accepted: 08/16/2022] [Indexed: 11/23/2022] Open
Abstract
Background The prognostic values of preoperative aspartate aminotransferase (AST), monocyte-to-lymphocyte ratio (MLR), AST·MLR index (AMLRI) and operation injury condition in patients with colorectal cancer liver metastases (CRLM) remains unclear. This retrospective study assessed the relationship between these markers, progression-free survival (PFS), and overall survival (OS) in CRLM patients undergoing resection. Methods AMLRI was defined as AST × MLR. Operation injury condition was defined according to operation time and blood loss. Cox regression analyses were used to identify risk factors and to develop nomograms. C-indexes, time-dependent receiver operating characteristic (time-ROC) curves and calibration curves were used to assess the models. Results A total of 379 patients were enrolled. The optimal cut-off value of the AMLRI was 3.33. In the multivariable analysis, AMLRI > 3.33 (hazard ratio [HR] = 2.162, p = 0.002) and serious operation injury condition (HR = 1.539, p = 0.012) were predictive for unfavourable OS, and AMLRI > 3.33 (HR = 1.462, p = 0.021) was predictive for unfavourable PFS. The nomograms were superior to Fong’s Clinical Risk Score (CRS) according to the C-indexes (PFS: 0.682 vs. 0.600; OS: 0.730 vs. 0.586) and time-ROCs. Conclusions Preoperative AMLRI and operation injury condition are easily accessible predictors for prognosis. The nomograms performed better than CRS for the prediction of recurrence and survival. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-10009-4.
Collapse
Affiliation(s)
- Qichen Chen
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mingxia 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, China.,Peking Union Medical College, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jinghua Chen
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhen Huang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao Chen
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hong Zhao
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Jianqiang Cai
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| |
Collapse
|
25
|
Wang R, Huang Y, Chi Y. Gold nanoparticles-oxidized multi-walled carbon nanotubes as electrochemiluminescence immunosensors. Analyst 2022; 147:3096-3100. [PMID: 35695068 DOI: 10.1039/d2an00661h] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Oxidized multi-walled carbon nanotube/nano-gold (AuNP-ox-MWCNT) composites with strong electrochemiluminescence (ECL) activity were applied to construct a new ECL immunosensor for the detection of carcinoembryonic antigen (CEA). The immunosensor showed a linear response range of 10-100 ng mL-1 and detection limit of 0.76 ng mL-1 (at a signal-to-noise ratio of 3). The as-developed immunosensor exhibited several advantages, including being simple to fabricate and being label free. The results indicated that ox-MWCNTs as a luminescent material have great application potential in analysis.
Collapse
Affiliation(s)
- Ruina Wang
- Quanzhou Medical College, Quanzhou, Fujian, 362011, PR China
| | - Yun Huang
- Key Laboratory for Analytical Science of Food Safety and Biology, Ministry of Education, and College of Chemistry, Fuzhou University, Fuzhou, Fujian, 350108, P. R China.
| | - Yuwu Chi
- Key Laboratory for Analytical Science of Food Safety and Biology, Ministry of Education, and College of Chemistry, Fuzhou University, Fuzhou, Fujian, 350108, P. R China.
| |
Collapse
|
26
|
Hao YJ, Yang CY, Chen MH, Chang LW, Lin CP, Lo LC, Huang SC, Lyu YY, Jiang JK, Tseng FG. Potential Values of Circulating microRNA-21 to Predict Early Recurrence in Patients with Colorectal Cancer after Treatments. J Clin Med 2022; 11:2400. [PMID: 35566526 PMCID: PMC9100254 DOI: 10.3390/jcm11092400] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 04/13/2022] [Accepted: 04/22/2022] [Indexed: 12/09/2022] Open
Abstract
Insufficient prognosis of local recurrence contributes to the poor progression-free survival rate and death in colorectal cancer (CRC) patients. Various biomarkers have been explored in predicting CRC recurrence. This study investigated the expressions of plasma/exosomal microRNA-21 (miR-21) in 113 CRC patients by qPCR, their values of predicting CRC recurrence, and the possibility to improve the prognostic efficacy in early CRC recurrence in stratified patients by combined biomarkers including circulating miR-21s, circulating tumour cells/microemboli (CTCs/CTM), and serum carcinoembryonic antigen (CEA)/carbohydrate antigen 19-9 (CA19-9). Expressions of plasma and exosomal miR-21s were significantly correlated (p < 0.0001) in all and late-stage patients, presenting similar correlations with other biomarkers. However, stage IV patients stratified by a high level of exosomal miR-21 and stage I to III patients stratified by a high level of plasma miR-21 displayed significantly worse survival outcomes in predicting CRC recurrence, suggesting their different values to predict CRC recurrence in stratified patients. Comparable and even better performances in predicting CRC recurrence in late-stage patients were found by CTCs/CTM from our blood samples as sensitive biomarkers. Improved prognosing efficacy in CRC recurrence and better outcomes to significantly differentiate recurrence in stratified patients could be obtained by analysing combined biomarkers.
Collapse
Affiliation(s)
- Yun-Jie Hao
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu 30013, Taiwan; (Y.-J.H.); (M.-H.C.); (L.-W.C.)
- School of Engineering, University of Liverpool, Liverpool L69 3BX, UK
| | - Chih-Yung Yang
- Department of Teaching and Research, Taipei City Hospital, Taipei 10341, Taiwan;
- Commission for General Education, National United University, Miaoli 36003, Taiwan
- General Education Center, University of Taipei, Taipei 110014, Taiwan
| | - Ming-Hsien Chen
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu 30013, Taiwan; (Y.-J.H.); (M.-H.C.); (L.-W.C.)
| | - Lu-Wey Chang
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu 30013, Taiwan; (Y.-J.H.); (M.-H.C.); (L.-W.C.)
| | - Chien-Ping Lin
- Institute of Microbiology and Immunology, National Yang-Ming Chiao-Tung University, Taipei 11221, Taiwan; (C.-P.L.); (L.-C.L.); (Y.-Y.L.)
| | - Liang-Chuan Lo
- Institute of Microbiology and Immunology, National Yang-Ming Chiao-Tung University, Taipei 11221, Taiwan; (C.-P.L.); (L.-C.L.); (Y.-Y.L.)
| | - Sheng-Chieh Huang
- School of Medicine, National Yang-Ming Chiao-Tung University, Taipei 11221, Taiwan;
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - You-You Lyu
- Institute of Microbiology and Immunology, National Yang-Ming Chiao-Tung University, Taipei 11221, Taiwan; (C.-P.L.); (L.-C.L.); (Y.-Y.L.)
| | - Jeng-Kai Jiang
- School of Medicine, National Yang-Ming Chiao-Tung University, Taipei 11221, Taiwan;
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - Fan-Gang Tseng
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu 30013, Taiwan; (Y.-J.H.); (M.-H.C.); (L.-W.C.)
- Department of Engineering and System Science, Frontier Research Center on Fundamental and Applied Sciences of Matters, National Tsing-Hua University, Hsinchu 30013, Taiwan
- Research Center for Applied Sciences, Academia Sinica, No. 128, Sec. 2, Academia Rd., Nankang, Taipei 11529, Taiwan
| |
Collapse
|
27
|
Kolenčík D, Narayan S, Thiele JA, McKinley D, Gerdtsson AS, Welter L, Hošek P, Ostašov P, Vyčítal O, Brůha J, Fiala O, Šorejs O, Liška V, Pitule P, Kuhn P, Shishido SN. Circulating Tumor Cell Kinetics and Morphology from the Liquid Biopsy Predict Disease Progression in Patients with Metastatic Colorectal Cancer Following Resection. Cancers (Basel) 2022; 14:642. [PMID: 35158910 PMCID: PMC8833610 DOI: 10.3390/cancers14030642] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 01/05/2022] [Accepted: 01/11/2022] [Indexed: 02/04/2023] Open
Abstract
The liquid biopsy has the potential to improve current clinical practice in oncology by providing real-time personalized information about a patient's disease status and response to treatment. In this study, we evaluated 161 peripheral blood (PB) samples that were collected around surgical resection from 47 metastatic colorectal cancer (mCRC) patients using the High-Definition Single Cell Assay (HDSCA) workflow. In conjunction with the standard circulating tumor cell (CTC) enumeration, cellular morphology and kinetics between time-points of collection were considered in the survival analysis. CTCs, CTC-Apoptotic, and CTC clusters were found to indicate poor survival with an increase in cell count from pre-resection to post-resection. This study demonstrates that CTC subcategorization based on morphological differences leads to nuanced results between the subtypes, emphasizing the heterogeneity within the CTC classification. Furthermore, we show that factoring in the time-point of each blood collection is critical, both for its static enumeration and for the change in cell populations between draws. By integrating morphology and time-based analysis alongside standard CTC enumeration, liquid biopsy platforms can provide greater insight into the pathophysiology of mCRC by highlighting the complexity of the disease across a patient's treatment.
Collapse
Affiliation(s)
- Drahomír Kolenčík
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
| | - Sachin Narayan
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA; (S.N.); (D.M.); (A.S.G.); (L.W.); (S.N.S.)
| | - Jana-Aletta Thiele
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
| | - Dillon McKinley
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA; (S.N.); (D.M.); (A.S.G.); (L.W.); (S.N.S.)
| | - Anna Sandström Gerdtsson
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA; (S.N.); (D.M.); (A.S.G.); (L.W.); (S.N.S.)
| | - Lisa Welter
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA; (S.N.); (D.M.); (A.S.G.); (L.W.); (S.N.S.)
| | - Petr Hošek
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
| | - Pavel Ostašov
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
| | - Ondřej Vyčítal
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
- Department of Surgery, Faculty of Medicine and University Hospital in Pilsen, Charles University, 32300 Pilsen, Czech Republic
| | - Jan Brůha
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
- Department of Surgery, Faculty of Medicine and University Hospital in Pilsen, Charles University, 32300 Pilsen, Czech Republic
| | - Ondřej Fiala
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in Pilsen, Charles University, 32300 Pilsen, Czech Republic
| | - Ondřej Šorejs
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in Pilsen, Charles University, 32300 Pilsen, Czech Republic
| | - Václav Liška
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
- Department of Surgery, Faculty of Medicine and University Hospital in Pilsen, Charles University, 32300 Pilsen, Czech Republic
| | - Pavel Pitule
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, 32300 Pilsen, Czech Republic; (D.K.); (J.-A.T.); (P.H.); (P.O.); (O.V.); (J.B.); (O.F.); (O.Š.); (V.L.); (P.P.)
| | - Peter Kuhn
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA; (S.N.); (D.M.); (A.S.G.); (L.W.); (S.N.S.)
| | - Stephanie N. Shishido
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA; (S.N.); (D.M.); (A.S.G.); (L.W.); (S.N.S.)
| |
Collapse
|
28
|
Carneiro A, Piairo P, Teixeira A, Ferreira D, Cotton S, Rodrigues C, Chícharo A, Abalde-Cela S, Santos LL, Lima L, Diéguez L. Discriminating Epithelial to Mesenchymal Transition Phenotypes in Circulating Tumor Cells Isolated from Advanced Gastrointestinal Cancer Patients. Cells 2022; 11:cells11030376. [PMID: 35159186 PMCID: PMC8834092 DOI: 10.3390/cells11030376] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/17/2022] [Accepted: 01/19/2022] [Indexed: 01/27/2023] Open
Abstract
Gastrointestinal (GI) cancers constitute a group of highest morbidity worldwide, with colorectal cancer (CRC) and gastric cancer being among the most frequently diagnosed. The majority of gastrointestinal cancer patients already present metastasis by the time of diagnosis, which is widely associated with cancer-related death. Accumulating evidence suggests that epithelial-to-mesenchymal transition (EMT) in cancer promotes circulating tumor cell (CTCs) formation, which ultimately drives metastasis development. These cells have emerged as a fundamental tool for cancer diagnosis and monitoring, as they reflect tumor heterogeneity and the clonal evolution of cancer in real-time. In particular, EMT phenotypes are commonly associated with therapy resistance. Thus, capturing these CTCs is expected to reveal important clinical information. However, currently available CTC isolation approaches are suboptimal and are often targeted to capture epithelial CTCs, leading to the loss of EMT or mesenchymal CTCs. Here, we describe size-based CTCs isolation using the RUBYchip™, a label-free microfluidic device, aiming to detect EMT biomarkers in CTCs from whole blood samples of GI cancer patients. We found that, for most cases, the mesenchymal phenotype was predominant, and in fact a considerable fraction of isolated CTCs did not express epithelial markers. The RUBYchip™ can overcome the limitations of label-dependent technologies and improve the identification of CTC subpopulations that may be related to different clinical outcomes.
Collapse
Affiliation(s)
- Adriana Carneiro
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Paulina Piairo
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
- Correspondence: (P.P.); (L.D.)
| | - Alexandra Teixeira
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Dylan Ferreira
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Sofia Cotton
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Carolina Rodrigues
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Alexandre Chícharo
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Sara Abalde-Cela
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Lúcio Lara Santos
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
- Department of Surgical Oncology, Portuguese Institute of Oncology (IPO Porto), 4200-072 Porto, Portugal
| | - Luís Lima
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Lorena Diéguez
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
- Correspondence: (P.P.); (L.D.)
| |
Collapse
|
29
|
Chen K, Chen Z, Ou M, Wang J, Huang X, Wu Y, Zhong W, Yang J, Huang J, Huang M, Pan D. Clinical significance of circulating tumor cells in predicating the outcomes of patients with colorectal cancer. Clinics (Sao Paulo) 2022; 77:100070. [PMID: 36087570 PMCID: PMC9464896 DOI: 10.1016/j.clinsp.2022.100070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 04/04/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Relapse and metastasis of patients with Colorectal Cancer (CRC) is the major obstacle to the long-term life of patients. Its mechanisms remain defined. METHODS A total of 48 CRC patients were enrolled and 68 samples were obtained from the peripheral blood of patients before or after treatments in this study. Twenty non-cancer patients were also detected as a negative control. Circulating Tumor Cells (CTCs), including Epithelial CTCs (eCTCs), Mesenchymal (MCTCs), and epithelial/mesenchymal mixed phenotypes (mixed CTCs), were identified by CanPatrolTM CTC enrichment and RNA in situ hybridization. The relationship between CTCs number and Progression-Free Survival (PFS) or Overall Survival (OS) was evaluated. RESULTS Thirty-four of 48 patients (70.8%) were found to have positive CTCs. Total CTCs and MCTCs in the post-treatment had a significant correlation PFS and OS. When total CTCs or MCTCs in 5 mL blood of patients were more than 6 CTCs or 5 MCTCs, PFS of the patients was significantly shorter (p < 0.05) than that in patients with less than 6 CTCs or 5 MCTCs. The patients with > 5 CTCs count changes were found to exhibit poor PFS and OS rates (p < 0.05). CONCLUSION Total CTCs and MCTCs number detection in patients with colorectal cancer was very useful biomarker for predicting the prognosis of patients. Higher CTCs or MCTCs had poorer PFS and OS rates.
Collapse
Affiliation(s)
- Kehe Chen
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Zhenxiang Chen
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Mei Ou
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Junping Wang
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Xiao Huang
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Yingying Wu
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Wenhe Zhong
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Jiao Yang
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Jinging Huang
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Min Huang
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Deng Pan
- Department of Medical Oncology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China.
| |
Collapse
|
30
|
Shen F, Zhu Y, Wang F, Cai X, Ding H, Zhou F, Wang J, Gu H, Liu C, Li Q. Clinical significance of circulating tumour cells and tumour marker detection in the chemotherapeutic evaluation of advanced colorectal cancer. Colorectal Dis 2022; 24:68-76. [PMID: 34611964 PMCID: PMC9298334 DOI: 10.1111/codi.15939] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 06/19/2021] [Accepted: 09/28/2021] [Indexed: 02/08/2023]
Abstract
AIM Systemic chemotherapy combining biological targeted therapies is the standard therapy for patients with metastatic colorectal cancer (mCRC), but effective markers are needed to identify clinical responders. Circulating tumour cells (CTCs) have been associated with prognosis in patients with mCRC. This study aimed to explore the relationship between CTC number and the clinical response of patients with advanced CRC. METHOD Epithelial cell adhesion molecule-independent enrichment and CD45- fluorescence in situ hybridization immunofluorescence were used to detect peripheral blood CTCs in 79 patients with advanced CRC. Fisher's exact test and Spearman's rank correlation coefficient were used to analyse the correlation between CTC number and efficacy of chemotherapy. Kaplan-Meier and Cox regression analyses were used to evaluate progression-free survival (PFS). RESULTS Among the evaluable patients, CTCs were significantly correlated with clinical response (r =4.891, p = 0.031). High CTC numbers were associated with a poor treatment response (r = -0.250, p = 0.027). Dynamic decrease in CTC number was associated with clinical response (p = 0.046). High baseline CTC number and carcinoembryonic antigen levels were prognostic factors for unfavourable PFS in multivariable analysis [hazard ratio (HR) = 3.30, p = 0.011 and HR = 2.04, p = 0.044, respectively]. Compared with the CTC-positive group, the CTC-negative group showed superior PFS (median PFS 15.53 vs. 9.43 months, p = 0.041) among CRC patients receiving first-line treatment. CONCLUSION CTC number is a feasible biomarker for predicting outcomes in mCRC patients receiving systemic chemotherapy.
Collapse
Affiliation(s)
- Feifei Shen
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Yiwen Zhu
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Fan Wang
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Xun Cai
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Honghua Ding
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Fei Zhou
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Jingjue Wang
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Hongli Gu
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Chuan Liu
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Qi Li
- Department of OncologyShanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| |
Collapse
|
31
|
An electrochemical immunosensor for the detection of carcinoembryonic antigen based on Au/g-C 3N 4 NSs-modified electrode and CuCo/CNC as signal tag. Mikrochim Acta 2021; 188:408. [PMID: 34738160 DOI: 10.1007/s00604-021-05013-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 08/30/2021] [Indexed: 01/20/2023]
Abstract
Carcinoembryonic antigen levels in the human body reflect the conditions associated with a variety of tumors and can be used for the identification, development, monitoring, and prognosis of lung cancer, colorectal cancer, and breast cancer. In this study, an amperometric immunosensor with CuCo/carbon nanocubes (CuCo/CNC) as the signal label is constructed. The bimetal-doped carbon skeleton structure has a high specific surface area and exhibits good electrocatalytic activity. In addition, Au/g-C3N4 nanosheets (Au/g-C3N4 NSs) are used to modify the substrate platform, facilitating the loading of more capture antibodies. The reaction mechanism was explored through electrochemical methods, X-ray powder diffraction, X-ray photoelectron spectroscopy, and other methods. Kinetic studies have shown that CuCo/CNC have good peroxidase-like activity. In addition, the electrocatalytic reduction ability of CuCo/CNC on hydrogen peroxide can be monitored using amperometric i-t curve (- 0.2 V, vs. SCE), and the response current value is positively correlated with the CEA antigen concentration. The prepared electrochemical immunosensor has good selectivity, precision, and stability. The dynamic range of the sensor was 0.0001-80 ng/mL, and the detection limit was 0.031 pg/mL. In addition, the recovery and relative standard deviation in real serum samples were 97.7-103 % and 3.25-4.13 %, respectively. The results show that the sensor has good analytical capabilities and can provide a new method for the clinical monitoring of CEA.
Collapse
|
32
|
Clinical Significance of Circulating Tumor Cell Induced Epithelial-Mesenchymal Transition in Patients with Metastatic Colorectal Cancer by Single-Cell RNA-Sequencing. Cancers (Basel) 2021; 13:cancers13194862. [PMID: 34638346 PMCID: PMC8507666 DOI: 10.3390/cancers13194862] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/18/2021] [Accepted: 09/25/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Circulating tumor cells (CTCs) are a prognostic marker in patients with metastatic colorectal cancer (mCRC). However, little is known about the characterization of CTCs in mCRC at the single-cell level using RNA sequencing. The purpose of this study was to validate the capability to detect and isolate single CTCs for single-cell RNA sequencing (scRNA-seq) and to identify clinical significance at a single CTC level. METHODS Single CTCs from 27 mCRC patients were collected by CTC-FIND, which is comprised of filter separation and immunomagnetic depletion to collect ultra-pure CTC samples. To address tumor heterogeneity, CTCs were collected without relying on any traditional CTC markers, such as epithelial and mesenchymal cell antigens, and were undertaken by scRNA-seq using SMART-Seq v4. RESULTS We identified 59 single CTCs which were classified into four groups by epithelial, epithelial-mesenchymal transition (EMT) and stem cell-related gene expression. Patients receiving second or later-line treatment who had EMT gene expressing CTCs had a significantly shorter PFS and OS. CONCLUSIONS Exploiting CTC-FIND with SMART-Seq v4 showed that scRNA-seq of CTCs may shed new insight into tumor heterogeneity of mCRC and that the presence of CTCs expressing EMT-related genes at the single-cell level could have prognostic value in mCRC patients.
Collapse
|
33
|
Sefrioui D, Beaussire L, Gillibert A, Blanchard F, Toure E, Bazille C, Perdrix A, Ziegler F, Gangloff A, Hassine M, Elie C, Bignon AL, Parzy A, Gomez P, Thill C, Clatot F, Sabourin JC, Frebourg T, Benichou J, Bouhier-Leporrier K, Gallais MP, Sarafan-Vasseur N, Michel P, Di Fiore F. CEA, CA19-9, circulating DNA and circulating tumour cell kinetics in patients treated for metastatic colorectal cancer (mCRC). Br J Cancer 2021; 125:725-733. [PMID: 34112948 PMCID: PMC8405627 DOI: 10.1038/s41416-021-01431-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 04/17/2021] [Accepted: 04/28/2021] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND We previously reported that CEA kinetics are a marker of progressive disease (PD) in metastatic colorectal cancer (mCRC). This study was specifically designed to confirm CEA kinetics for predicting PD and to evaluate CA19-9, cell-free DNA (cfDNA), circulating tumour DNA (ctDNA) and circulating tumour cell (CTC) kinetics. METHODS Patients starting a chemotherapy (CT) with pre-treatment CEA > 5 ng/mL and/or CA19.9 > 30 UI/mL were prospectively included. Samples were collected from baseline to cycle 4 for CEA and CA19-9 and at baseline and the sixth week for other markers. CEA kinetics were calculated from the first to the third or fourth CT cycle. RESULTS A total of 192 mCRC patients were included. CEA kinetics based on the previously identified >0.05 threshold was significantly associated with PD (p < 0.0001). By dichotomising by the median value, cfDNA, ctDNA and CA19-9 were associated with PD, PFS and OS in multivariate analysis. A circulating scoring system (CSS) combining CEA kinetics and baseline CA19-9 and cfDNA values classified patients based on high (n = 58) and low risk (n = 113) of PD and was independently associated with PD (ORa = 4.6, p < 0.0001), PFS (HRa = 2.07, p < 0.0001) and OS (HRa = 2.55, p < 0.0001). CONCLUSIONS CEA kinetics alone or combined with baseline CA19-9 and cfDNA are clinically relevant for predicting outcomes in mCRC. TRIAL REGISTRATION NUMBER NCT01212510.
Collapse
Affiliation(s)
- David Sefrioui
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Hepatogastroenterology, Rouen, France
| | - Ludivine Beaussire
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - André Gillibert
- grid.41724.34Department of Biostatistics, Normandie Univ, UNIROUEN, Rouen University Hospital, Rouen, France
| | - France Blanchard
- grid.41724.34Department of Pathology, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Emmanuel Toure
- grid.41724.34Department of Pathology, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Céline Bazille
- grid.411149.80000 0004 0472 0160Department of Pathology, Caen University Hospital, Caen, France
| | - Anne Perdrix
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Biopathology, Henri Becquerel Centre, Rouen, France
| | - Frédéric Ziegler
- grid.7429.80000000121866389Normandie Univ, UNIROUEN, INSERM U1073, Rouen University Hospital and General Biochemistry Laboratory, Institute of Clinical Biology, Rouen, France
| | - Alice Gangloff
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Hepatogastroenterology, Rouen, France
| | - Mélanie Hassine
- Department of Hepatogastroenterology, Elbeuf Hospital, Elbeuf, France
| | - Caroline Elie
- Department of Hepatogastroenterology, Elbeuf Hospital, Elbeuf, France
| | - Anne-Laure Bignon
- grid.411149.80000 0004 0472 0160Department of Hepatogastroenterology, Caen University Hospital, Caen, France
| | - Aurélie Parzy
- Department of Hepatogastroenterology, Francois Baclesse Centre, Caen, France
| | - Philippe Gomez
- Department of Medical Oncology, Frédéric Joliot Centre, Rouen, France
| | - Caroline Thill
- grid.41724.34Department of Biostatistics, Normandie Univ, UNIROUEN, Rouen University Hospital, Rouen, France
| | - Florian Clatot
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Medical Oncology, Henri Becquerel Centre, Rouen, France
| | - Jean-Christophe Sabourin
- grid.41724.34Department of Pathology, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Thierry Frebourg
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Genetics, Rouen, France
| | - Jacques Benichou
- grid.41724.34Department of Biostatistics, Normandie Univ, UNIROUEN, Rouen University Hospital, Rouen, France
| | - Karine Bouhier-Leporrier
- grid.411149.80000 0004 0472 0160Department of Hepatogastroenterology, Caen University Hospital, Caen, France
| | | | - Nasrin Sarafan-Vasseur
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Pierre Michel
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Hepatogastroenterology, Rouen, France
| | - Frédéric Di Fiore
- grid.41724.34Department of Hepatogastroenterology and Department of Medical Oncology, Henri Becquerel Centre, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| |
Collapse
|
34
|
Enhancing Prediction Performance by Add-On Combining Circulating Tumor Cell Count, CD45 neg EpCAM neg Cell Count on Colorectal Cancer, Advance, and Metastasis. Cancers (Basel) 2021; 13:cancers13112521. [PMID: 34063929 PMCID: PMC8196640 DOI: 10.3390/cancers13112521] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 04/30/2021] [Accepted: 05/18/2021] [Indexed: 01/15/2023] Open
Abstract
Simple Summary Information describing circulating tumor cells (CTCs) holds promise for clinical applications. However, conventional CTCs enumeration could ignore the CTCs more relevant to cancer metastasis. Thus, negative selection CTC enumeration was proposed, by which information on the numbers of CTCs and CD45neg EpCAMneg cells can be obtained. By combining this approach with the conventional biomarker carcinoembryonic antigen (CEA), this study aimed to explore whether any combination of these biomarkers could improve the predictive performance for colorectal cancer (CRC) or its status. Results revealed that a combination of the two cell populations showed improved performance (AUROC: 0.893) for CRC prediction over the use of only one population. Compared with CEA alone, the combination of the three biomarkers increased the performance (AUROC) for advanced CRC prediction from 0.643 to 0.727. Compared with that of CEA alone for metastatic CRC prediction, the AUROC was increased from 0.780 to 0.837 when the CTC count was included. Abstract Conventional circulating tumor cell (CTC) enumeration could ignore the CTCs more relevant to cancer metastasis. Thus, negative selection CTC enumeration was proposed, by which information on two cellular biomarkers (numbers of CTCs and CD45neg EpCAMneg cells) can be obtained. By combining this approach with the conventional biomarker carcinoembryonic antigen (CEA), this study aimed to explore whether any combination of these biomarkers could improve the predictive performance for colorectal cancer (CRC) or its status. In this work, these two cell populations in healthy donors and CRC patients were quantified. Results revealed that enumeration of these two cell populations was able to discriminate healthy donors from CRC patients, even patients with non-advanced CRC. Moreover, the combination of the two cell populations showed improved performance (AUROC: 0.893) for CRC prediction over the use of only one population. Compared with CEA alone, the combination of the three biomarkers increased the performance (AUROC) for advanced CRC prediction from 0.643 to 0.727. Compared with that of CEA alone for metastatic CRC prediction, the AUROC was increased from 0.780 to 0.837 when the CTC count was included. Overall, this study demonstrated that the combination of these two cellular biomarkers with CEA improved the predictive performance for CRC and its status.
Collapse
|
35
|
Patelli G, Vaghi C, Tosi F, Mauri G, Amatu A, Massihnia D, Ghezzi S, Bonazzina E, Bencardino K, Cerea G, Siena S, Sartore-Bianchi A. Liquid Biopsy for Prognosis and Treatment in Metastatic Colorectal Cancer: Circulating Tumor Cells vs Circulating Tumor DNA. Target Oncol 2021; 16:309-324. [PMID: 33738696 PMCID: PMC8105246 DOI: 10.1007/s11523-021-00795-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2021] [Indexed: 02/06/2023]
Abstract
Liquid biopsy recently gained widespread attention as a noninvasive alternative/complementary technique to tissue biopsy in patients with cancer. As technological advances have improved both feasibility and turnaround time, liquid biopsy has expanded tumor molecular analysis with acknowledgement of both spatial and temporal heterogeneity, overcoming many limitations of traditional tissue biopsy. Because of its diagnostic, prognostic, and predictive value, liquid biopsy has been extensively studied also in metastatic colorectal cancer. Indeed, as personalized medicine establishes its role in cancer treatment, genetic biomarkers unveiling the emergence of early resistance are needed. Among the wide variety of tumor analytes amenable to collection, circulating DNA and circulating tumor cells are the most adopted approaches, and both carry clinical relevance in colorectal cancer. However, few studies focused on comparing feasibility between these two approaches. In this review, we discuss the potential implications of liquid biopsy in metastatic colorectal cancer, assessing the advantages and drawbacks of circulating DNA and circulating tumor cells, and highlighting the most relevant trials for clinical practice.
Collapse
Affiliation(s)
- Giorgio Patelli
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Caterina Vaghi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Federica Tosi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Gianluca Mauri
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Daniela Massihnia
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Silvia Ghezzi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Erica Bonazzina
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Katia Bencardino
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giulio Cerea
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy.
| |
Collapse
|
36
|
Alix-Panabières C, Pantel K. Liquid Biopsy: From Discovery to Clinical Application. Cancer Discov 2021; 11:858-873. [PMID: 33811121 DOI: 10.1158/2159-8290.cd-20-1311] [Citation(s) in RCA: 554] [Impact Index Per Article: 138.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 01/22/2021] [Accepted: 01/29/2021] [Indexed: 12/23/2022]
Abstract
Over the past 10 years, circulating tumor cells (CTC) and circulating tumor DNA (ctDNA) have received enormous attention as new biomarkers and subjects of translational research. Although both biomarkers are already used in numerous clinical trials, their clinical utility is still under investigation with promising first results. Clinical applications include early cancer detection, improved cancer staging, early detection of relapse, real-time monitoring of therapeutic efficacy, and detection of therapeutic targets and resistance mechanisms. Here, we propose a conceptual framework of CTC and ctDNA assays and point out current challenges of CTC and ctDNA research, which might structure this dynamic field of translational cancer research. SIGNIFICANCE: The analysis of blood for CTCs or cell-free nucleic acids called "liquid biopsy" has opened new avenues for cancer diagnostics, including early detection of tumors, improved risk assessment and staging, as well as early detection of relapse and monitoring of tumor evolution in the context of cancer therapies.
Collapse
Affiliation(s)
- Catherine Alix-Panabières
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre of Montpellier, Montpellier, France. .,CREEC/CANECEV, MIVEGEC (CREES), University of Montpellier, CNRS, IRD, Montpellier, France
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| |
Collapse
|
37
|
Memarpour S, Khalili-Tanha G, Ghannad AA, Razavi MS, Joudi M, Joodi M, Ferns GA, Hassanian SM, Khazaei M, Avan A. The Clinical Application of Circulating Tumor Cells and DNAs as Prognostic and Predictive Biomarkers in Gastrointestinal Cancer. Curr Cancer Drug Targets 2021; 21:676-688. [PMID: 33719973 DOI: 10.2174/1568009621666210311090531] [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: 08/20/2020] [Revised: 12/21/2020] [Accepted: 01/31/2021] [Indexed: 11/22/2022]
Abstract
Gastrointestinal (GI) cancer is one of the most common cancers globally. Genetic and epigenetic mechanisms are involved in its pathogenesis. The conventional methods for diagnosis and screening for GI cancers are often invasive and have other limitations. In the era of personalized medicine, a novel non-invasive approach called liquid biopsy has been introduced for the detection and management of GI cancers, which focuses on the analysis of circulating tumor cells (CTCs) and circulating cell-free tumor DNA (ctDNA). Several studies have shown that this new approach allows for an improved understanding of GI tumor biology and will lead to an improvement in clinical management. The aim of the current review is to explore the clinical applications of CTCs and ctDNA in patients with GI cancer.
Collapse
Affiliation(s)
- Sara Memarpour
- Department of Medical Genetics and Molecular Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad. Iran
| | - Ghazaleh Khalili-Tanha
- Department of Medical Genetics and Molecular Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad. Iran
| | - Awa Alizadeh Ghannad
- Department of biological sciences, California state University, Sacramento, California. United States
| | - Masoud Sharifian Razavi
- Department of Gastroenterology, Ghaem Medical Center, Mashhad University of Medical Sciences, Mashhad. Iran
| | - Mona Joudi
- Cancer Research Center, Mashhad University of Medical Sciences, Mashhad. Iran
| | - Marjan Joodi
- Sarvar Children's Hospital, Endoscopic and Minimally Invasive Surgery Research Center, Mashhad. Iran
| | - Gordon A Ferns
- Brighton & Sussex Medical School, Division of Medical Education, Falmer, Brighton, Sussex BN1 9PH. United Kingdom
| | - Seyed Mahdi Hassanian
- Metabolic syndrome Research center, Mashhad University of Medical Sciences, Mashhad. Iran
| | - Majid Khazaei
- Metabolic syndrome Research center, Mashhad University of Medical Sciences, Mashhad. Iran
| | - Amir Avan
- Metabolic syndrome Research center, Mashhad University of Medical Sciences, Mashhad. Iran
| |
Collapse
|
38
|
Szymanska B, Lukaszewski Z, Hermanowicz-Szamatowicz K, Gorodkiewicz E. An immunosensor for the determination of carcinoembryonic antigen by Surface Plasmon Resonance imaging. Anal Biochem 2020; 609:113964. [PMID: 32979366 DOI: 10.1016/j.ab.2020.113964] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 08/25/2020] [Accepted: 09/15/2020] [Indexed: 11/28/2022]
Abstract
Carcinoembryonic antigen (CEA) is one of the biomarkers most commonly used to determine tumor activity. In this work, a Surface Plasmon Resonance imaging (SPRi) immunosensor was developed. The immunosensor consists of a cysteamine linker attached to a gold chip and mouse monoclonal anti-CEA antibody bonded by the "EDC/NHS protocol". The formation of successive immunosensor layers was confirmed by AFM measurements. The concentration of the antibody was optimized. The linear response range of the developed immunosensor is between 0.40 and 20 ng mL-1, and it is suitable for CEA measurement in both blood cancer patients and healthy individuals. Only 3 μL of serum or plasma sample is required, and no preconcentration is used. The method has a precision of 2-16%, a recovery of 101-104% depending on CEA concentration, a detection limit of 0.12 ng mL-1 and a quantification limit of 0.40 ng mL-1. The method is selective (with respect to albumin, leptin, interleukin 6, metalloproteinase-1, metallopeptidase inhibitor 1 and CA 125/MUC16) and it was validated by comparison with the standard electrochemiluminescence method on a series of colorectal cancer blood samples.
Collapse
Affiliation(s)
- Beata Szymanska
- Faculty of Chemistry, Bioanalysis Laboratory, University of Bialystok, Ciolkowskiego 1K, 15-245, Bialystok, Poland
| | - Zenon Lukaszewski
- Faculty of Chemical Technology, Poznan University of Technology, Pl. Sklodowskiej-Curie 5, 60-965, Poznan, Poland
| | | | - Ewa Gorodkiewicz
- Faculty of Chemistry, Bioanalysis Laboratory, University of Bialystok, Ciolkowskiego 1K, 15-245, Bialystok, Poland.
| |
Collapse
|
39
|
Song Y, Qiao J, Li W, Ma C, Chen S, Li H, Hong C. Bimetallic PtCu nanoparticles supported on molybdenum disulfide-functionalized graphitic carbon nitride for the detection of carcinoembryonic antigen. Mikrochim Acta 2020; 187:538. [PMID: 32876849 DOI: 10.1007/s00604-020-04498-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 08/18/2020] [Indexed: 12/16/2022]
Abstract
A molybdenum disulfide based graphite phase carbon nitride (MoS2/g-C3N4) which is supported by a platinum-copper nanoparticle (PtCu) Z-type catalyst was created in this study. The catalyst exploits optoelectronic synergistic effect with large surface area, good catalysis, and biocompatibility to amplify the signal. The electrode impedance of the synthesized MoS2/g-C3N4-PtCu was reduced five times in visible light compared with dark conditions, thereby improving the detection of carcinoembryonic antigen (CEA). At a voltage of - 0.4 V, the immunoprobe constructed with this material is used for CEA detection. A linear relationship between 100 fg mL-1 and 80 ng mL-1 concentrations was achieved with a minimum detection limit of 33 fg mL-1 (S/N = 3). The recovery rate was 103-104%, and the relative standard deviation was 2.9-3.8%. This implies that the sandwich immunosensors have good reproducibility, selectivity, and stability and can be used in various applications. Graphical Abstract.
Collapse
Affiliation(s)
- Yiju Song
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, 832003, China
| | - Jingwen Qiao
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, 832003, China
| | - Wenjun Li
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, 832003, China
| | - Chaoyun Ma
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, 832003, China
| | - Siyu Chen
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, 832003, China
| | - Hongling Li
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, 832003, China.
| | - Chenglin Hong
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, 832003, China.
| |
Collapse
|
40
|
Yu J, Dong W, Liang J. Extracellular Vesicle-Transported Long Non-Coding RNA (LncRNA) X Inactive-Specific Transcript (XIST) in Serum is a Potential Novel Biomarker for Colorectal Cancer Diagnosis. Med Sci Monit 2020; 26:e924448. [PMID: 32843612 PMCID: PMC7448689 DOI: 10.12659/msm.924448] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Background Colorectal cancer (CRC) cell-derived extracellular vesicles (EVs) contribute to tumor progression. Differentially expressed long non-coding (lnc)RNAs may serve as biomarkers for CRC diagnosis. This study aimed to discuss the diagnostic value of serum EV-derived lncRNA X inactive-specific transcript (XIST) in CRC. Material/Methods Serum EVs were extracted and identified. Microarray analysis was performed to screen out the differentially expressed lncRNAs in serum EVs. The expression and diagnostic efficacy of the most differentially expressed lncRNA were measured. Kaplan-Meier survival analysis was performed to evaluate the association between survival time and XIST expression in EVs. The expression profile of serum EV-carried XIST in 94 CRC patients with different tumor-node-metastasis stages, lymph node metastasis, and differentiation was assessed. The serum contents of CEA, CA242, CA199, and CA153 were measured. Results XIST in serum EVs in CRC patients was upregulated, with greatest diagnostic value. CRC patients with higher expression of XIST in serum EVs had worse 5-year survival rates and shorter life cycles, lower differentiation, higher lymph node metastasis, and tumor-node-metastasis than patients with lower XIST expression. XIST expression in serum EVs was positively correlated with CRC marker contents. Conclusions XIST upregulation in serum EVs is related to CRC progression, which may be helpful to the clinical diagnosis and prognosis of CRC.
Collapse
Affiliation(s)
- Jinfeng Yu
- Department of General Medicine, Yantaishan Hospital, Yantai, Shandong, China (mainland)
| | - Weiwei Dong
- Department of Medical, Jinan First People's Hospital, Jinan, Shandong, China (mainland)
| | - Jianxiao Liang
- Department of Radiology, Dongying People's Hospital, Dongying, Shandong, China (mainland)
| |
Collapse
|
41
|
Netterberg I, Karlsson MO, Terstappen LWMM, Koopman M, Punt CJA, Friberg LE. Comparing Circulating Tumor Cell Counts with Dynamic Tumor Size Changes as Predictor of Overall Survival: A Quantitative Modeling Framework. Clin Cancer Res 2020; 26:4892-4900. [PMID: 32527941 DOI: 10.1158/1078-0432.ccr-19-2570] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 01/04/2020] [Accepted: 06/04/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Quantitative relationships between treatment-induced changes in tumor size and circulating tumor cell (CTC) counts, and their links to overall survival (OS), are lacking. We present a population modeling framework identifying and quantifying such relationships, based on longitudinal data collected in patients with metastatic colorectal cancer (mCRC) to evaluate the value of tumor size and CTC counts as predictors of OS. EXPERIMENTAL DESIGN A pharmacometric approach (i.e., population pharmacodynamic modeling) was used to characterize the changes in tumor size and CTC count and evaluate them as predictors of OS in 451 patients with mCRC treated with chemotherapy and targeted therapy in a prospectively randomized phase III study (CAIRO2). RESULTS A tumor size model of tumor quiescence and drug resistance was used to characterize the tumor size time-course, and was, in addition to the total normalized dose (i.e., of all administered drugs) in a given cycle, related to the CTC counts through a negative binomial model (CTC model). Tumor size changes did not contribute additional predictive value when the mean CTC count was a predictor of OS. Treatment reduced the typical mean count from 1.43 to 0.477 (HR = 3.94). The modeling framework was applied to explore whether dose modifications (increased and reduced) would result in a CTC count below 1/7.5 mL after 1 to 2 weeks of treatment. CONCLUSIONS Time-varying CTC counts can be useful for early predicting OS in patients with mCRC, and may therefore have potential for model-based treatment individualization. Although tumor size was connected to CTC, its link to OS was weaker.
Collapse
Affiliation(s)
- Ida Netterberg
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - Mats O Karlsson
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - Leon W M M Terstappen
- Department of Medical Cell BioPhysics, Faculty of Science and Technology, University of Twente, Enschede, the Netherlands
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Cornelis J A Punt
- Department of Medical Oncology, Amsterdam University Medical Centres, University of Amsterdam, Amsterdam, the Netherlands
| | - Lena E Friberg
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden.
| |
Collapse
|
42
|
Forsare C, Bendahl PO, Moberg E, Levin Tykjær Jørgensen C, Jansson S, Larsson AM, Aaltonen K, Rydén L. Evolution of Estrogen Receptor Status from Primary Tumors to Metastasis and Serially Collected Circulating Tumor Cells. Int J Mol Sci 2020; 21:ijms21082885. [PMID: 32326116 PMCID: PMC7215368 DOI: 10.3390/ijms21082885] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 04/17/2020] [Accepted: 04/18/2020] [Indexed: 12/26/2022] Open
Abstract
Background: The estrogen receptor (ER) can change expression between primary tumor (PT) and distant metastasis (DM) in breast cancer. A tissue biopsy reflects a momentary state at one location, whereas circulating tumor cells (CTCs) reflect real-time tumor progression. We evaluated ER-status during tumor progression from PT to DM and CTCs, and related the ER-status of CTCs to prognosis. Methods: In a study of metastatic breast cancer, blood was collected at different timepoints. After CellSearch® enrichment, CTCs were captured on DropMount slides and evaluated for ER expression at baseline (BL) and after 1 and 3 months of therapy. Comparison of the ER-status of PT, DM, and CTCs at different timepoints was performed using the McNemar test. The primary endpoint was progression-free survival (PFS). Results: Evidence of a shift from ER positivity to negativity between PT and DM was demonstrated (p = 0.019). We found strong evidence of similar shifts from PT to CTCs at different timepoints (p < 0.0001). ER-positive CTCs at 1 and 3 months were related to better prognosis. Conclusions: A shift in ER-status from PT to DM/CTCs was demonstrated. ER-positive CTCs during systemic therapy might reflect the retention of a favorable phenotype that still responds to therapy.
Collapse
Affiliation(s)
- Carina Forsare
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden; (C.F.); (P.-O.B.); (E.M.); (C.L.T.J.); (S.J.); (A.-M.L.)
| | - Pär-Ola Bendahl
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden; (C.F.); (P.-O.B.); (E.M.); (C.L.T.J.); (S.J.); (A.-M.L.)
| | - Eric Moberg
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden; (C.F.); (P.-O.B.); (E.M.); (C.L.T.J.); (S.J.); (A.-M.L.)
| | - Charlotte Levin Tykjær Jørgensen
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden; (C.F.); (P.-O.B.); (E.M.); (C.L.T.J.); (S.J.); (A.-M.L.)
| | - Sara Jansson
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden; (C.F.); (P.-O.B.); (E.M.); (C.L.T.J.); (S.J.); (A.-M.L.)
| | - Anna-Maria Larsson
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden; (C.F.); (P.-O.B.); (E.M.); (C.L.T.J.); (S.J.); (A.-M.L.)
| | - Kristina Aaltonen
- Division of Translational Cancer Research, Department of Laboratory Medicine, Lund University, SE-223 81 Lund, Sweden;
| | - Lisa Rydén
- Division of Surgery, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden
- Department of Surgery, Skåne University Hospital, SE-222 42 Lund, Sweden
- Correspondence:
| |
Collapse
|
43
|
Hasegawa T, Takaki H, Kodama H, Yamanaka T, Nakatsuka A, Sato Y, Takao M, Katayama Y, Fukai I, Kato T, Tokui T, Tempaku H, Adachi K, Matsushima Y, Inaba Y, Yamakado K. Three-year Survival Rate after Radiofrequency Ablation for Surgically Resectable Colorectal Lung Metastases: A Prospective Multicenter Study. Radiology 2020; 294:686-695. [PMID: 31934829 DOI: 10.1148/radiol.2020191272] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background Although radiofrequency ablation (RFA) is widely performed for the treatment of colorectal cancer (CRC) lung metastases, its efficacy for candidates with surgically resectable disease is unclear. Purpose To evaluate the prognosis after RFA in participants with resectable CRC lung metastases. Materials and Methods For this prospective multicenter study (ClinicalTrials.gov identifier: NCT00776399), participants with five or fewer surgically resectable lung metastases measuring 3 cm or less were included. Participants with CRC and a total of 100 lung metastases measuring 0.4-2.8 cm (mean, 1.0 cm ± 0.5) were chosen and treated with 88 sessions of RFA from January 2008 to April 2014. The primary end point was the 3-year overall survival (OS) rate, with an expected rate of 55%. The local tumor progression rate and safety were evaluated as secondary end points. The OS rates were generated by using the Kaplan-Meier method. Log-rank tests and Cox proportional regression models were used to identify the prognostic factors by means of univariable and multivariable analyses. Adverse events were evaluated according to the Common Terminology Criteria for Adverse Events, version 3.0. Results Seventy participants with CRC (mean age, 66 years ± 10; 49 men) were evaluated. The 3-year OS rate was 84% (59 of 70 participants; 95% confidence interval [CI]: 76%, 93%). In multivariable analysis, factors associated with worse OS included rectal rather than colon location (hazard ratio [HR] = 7.7; 95% CI: 2.6, 22.6; P < .001), positive carcinoembryonic antigen (HR = 5.8; 95% CI: 2.0, 16.9; P = .001), and absence of previous chemotherapy (HR = 9.8; 95% CI: 2.5, 38.0; P < .001). Local tumor progression was found in six of the 70 participants (9%). A grade 5 adverse event was seen in one of the 88 RFA sessions (1%), and grade 2 adverse events were seen in 18 (20%). Conclusion Lung radiofrequency ablation provided a favorable 3-year overall survival rate of 84% for resectable colorectal lung metastases measuring 3 cm or smaller. © RSNA, 2020 Online supplemental material is available for this article. See also the editorial by Gemmete in this issue.
Collapse
Affiliation(s)
- Takaaki Hasegawa
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Haruyuki Takaki
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Hiroshi Kodama
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Takashi Yamanaka
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Atsuhiro Nakatsuka
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Yozo Sato
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Motoshi Takao
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Yoshihiko Katayama
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Ichiro Fukai
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Toshio Kato
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Toshiya Tokui
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Hironori Tempaku
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Katsutoshi Adachi
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Yasushi Matsushima
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Yoshitaka Inaba
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| | - Koichiro Yamakado
- From the Department of Diagnostic and Interventional Radiology, Aichi Cancer Center, 1-1 Chikusa-ku, Kanokoden, Nagoya, Aichi 464-8681, Japan (T.H., Y.S., Y.I.); Department of Radiology, Hyogo College of Medicine, Nishinomiya, Japan (H. Takaki, H.K., K.Y.); Department of Radiology, Mie University School of Medicine, Tsu, Japan (T.H., H. Takaki, H.K., T.Y., A.N., K.Y.); Department of Thoracic and Cardiovascular Surgery, Mie University School of Medicine, Tsu, Japan (M.T.); Department of Thoracic Surgery, Matsusaka Chuo General Hospital, Matsusaka, Japan (Y.K.); Department of Respiratory Surgery, Suzuka Chuo General Hospital, Suzuka, Japan (I.F.); Department of Surgery, Tohyama Hospital, Tsu, Japan (T.K.); Department of Respiratory Surgery, Japanese Red Cross Ise Hospital, Ise, Japan (T.T.); Department of Respiratory Surgery, Mie Prefectural General Medical Center, Yokkaichi, Japan (H. Tempaku); Department of Respiratory Surgery, Mie Chuo Medical Center, Tsu, Japan (K.A.); and Department of Thoracic Surgery, Suzuka Kaisei Hospital, Suzuka, Japan (Y.M.)
| |
Collapse
|
44
|
Wang Z, Tian X, Sun D, Cao P, Ding M, Li Y, Guo N, Ouyang R, Miao Y. A new Bi2MoO6 nano-tremella-based electrochemical immunosensor for the sensitive detection of a carcinoembryonic antigen. RSC Adv 2020; 10:15870-15880. [PMID: 35493654 PMCID: PMC9052421 DOI: 10.1039/d0ra01922d] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 04/02/2020] [Indexed: 12/31/2022] Open
Abstract
Novel Bi2MoO6 nanohybrids with a tremella-like structure modified with gold nanoparticles were used to fabricate an electrochemical immunosensing platform of CEA.
Collapse
Affiliation(s)
- Zhongmin Wang
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| | - Xinli Tian
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| | - Dong Sun
- School of Chemistry and Chemical Engineering
- Henan Normal University
- Xinxiang 453007
- China
| | - Penghui Cao
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| | - Mengkui Ding
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| | - Yuhao Li
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| | - Ning Guo
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| | - Ruizhuo Ouyang
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| | - Yuqing Miao
- Institute of Bismuth Science
- The University of Shanghai for Science and Technology
- Shanghai 200093
- China
| |
Collapse
|
45
|
Daitoku N, Miyamoto Y, Sakamoto Y, Tokunaga R, Hiyoshi Y, Nagai Y, Iwatsuki M, Iwagami S, Yoshida N, Baba H. Prognostic significance of serum p53 antibody according to KRAS status in metastatic colorectal cancer patients. Int J Clin Oncol 2019; 25:651-659. [PMID: 31834556 DOI: 10.1007/s10147-019-01599-4] [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: 08/14/2019] [Accepted: 12/08/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Serum anti-p53 antibody is used clinically as a tumor marker of colorectal cancer. However, its prognostic significance in patients with metastatic colorectal cancer (mCRC) remains unclear. KRAS status may influence the host immune response against tumor progression. In the present study, we investigated the prognostic significance of serum anti-p53 in mCRC patients with wild-type KRAS and mutant KRAS treated with systemic chemotherapy. METHODS A retrospective study of 150 mCRC patients in whom serum anti-p53 antibody was measured before first-line chemotherapy was conducted. The patients were divided into two groups, high p53 and low p53, based on their serum anti-p53 antibody levels. Associations between serum anti-p53 level and clinical outcomes were evaluated in conjunction with KRAS status. RESULTS There were 97 (64.7%) patients with wild-type KRAS and 53 (35.3%) with mutant KRAS. In an analysis of all patients, there was no significant difference in overall survival (OS) between the high p53 and low p53 groups. In patients with mutant KRAS, those in the high p53 group exhibited significantly longer OS than those in the low p53 group (p = 0.017, log-rank test). In the multivariate analysis, serum p53 antibody level was an independent predictor of OS in mCRC patients (high vs. normal; hazard ratio 0.438, 95% confidence interval 0.178-0.974, p < 0.05). CONCLUSIONS Serum anti-p53 antibody level may be an independent predictor of OS in mCRC patients with KRAS mutant tumors.
Collapse
Affiliation(s)
- Nobuya Daitoku
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Yuji Miyamoto
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Yuki Sakamoto
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Ryuma Tokunaga
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Yukiharu Hiyoshi
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Yohei Nagai
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Masaaki Iwatsuki
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Shiro Iwagami
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Naoya Yoshida
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto, 860-8556, Japan.
| |
Collapse
|
46
|
Nanduri LK, Hissa B, Weitz J, Schölch S, Bork U. The prognostic role of circulating tumor cells in colorectal cancer. Expert Rev Anticancer Ther 2019; 19:1077-1088. [PMID: 31778322 DOI: 10.1080/14737140.2019.1699065] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction: Metastasis is the main cause of cancer-associated death in colorectal cancer (CRC). The presence of circulating tumor cells (CTC) in the blood is associated with an increased risk of recurrence and poor prognosis. The clinical significance of CTCs as a novel biomarker has been extensively studied in the last decade. It has been shown that CTC detection applies to early cancer detection. The presence of CTCs is associated with metastatic spread and poor survival and is also useful as a marker for therapy response.Areas covered: We summarize the role of CTC in CRC, their clinical significance, current methods for CTC detection and challenges as well as future perspectives of CTC research.Expert commentary: The clinical significance of CTC in CRC patients is well established. Although insightful, the available marker-based approaches hampered our understanding of the CTCs and their biology, as such approaches do not take into account the heterogeneity of these cell populations. New technologies should expand the marker-based detection to multi biomarker-based approaches together with recent technological advances in microfluidics for single cell enrichment and analysis.
Collapse
Affiliation(s)
- Lahiri Kanth Nanduri
- Department of Gastrointestinal-, Thoracic- and Vascular Surgery, Medizinische Fakultät Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.,German Cancer Consortium, Heidelberg, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Barbara Hissa
- Department of Surgery, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Jürgen Weitz
- Department of Gastrointestinal-, Thoracic- and Vascular Surgery, Medizinische Fakultät Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.,German Cancer Consortium, Heidelberg, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian Schölch
- Department of Gastrointestinal-, Thoracic- and Vascular Surgery, Medizinische Fakultät Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.,German Cancer Consortium, Heidelberg, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Surgery, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Ulrich Bork
- Department of Gastrointestinal-, Thoracic- and Vascular Surgery, Medizinische Fakultät Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| |
Collapse
|
47
|
Christou N, Meyer J, Popeskou S, David V, Toso C, Buchs N, Liot E, Robert J, Ris F, Mathonnet M. Circulating Tumour Cells, Circulating Tumour DNA and Circulating Tumour miRNA in Blood Assays in the Different Steps of Colorectal Cancer Management, a Review of the Evidence in 2019. BIOMED RESEARCH INTERNATIONAL 2019; 2019:5953036. [PMID: 31930130 PMCID: PMC6942724 DOI: 10.1155/2019/5953036] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 08/02/2019] [Accepted: 08/17/2019] [Indexed: 12/24/2022]
Abstract
Despite many advances in the diagnosis and treatment of colorectal cancer (CRC), its incidence and mortality rates continue to make an impact worldwide and in some countries rates are mounting. Over the past decade, liquid biopsies have been the object of fundamental and clinical research with regard to the different steps of CRC patient care such as screening, diagnosis, prognosis, follow-up, and therapeutic response. They are attractive because they are considered to encompass both the cellular and molecular heterogeneity of tumours. They are easily accessible and can be applied to large-scale settings despite the cost. However, liquid biopsies face drawbacks in detection regardless of whether we are testing for circulating tumour cells (CTCs), circulating tumour DNA (ctDNA), or miRNA. This review highlights the different advantages and disadvantages of each type of blood-based biopsy and underlines which specific one may be the most useful and informative for each step of CRC patient care.
Collapse
Affiliation(s)
- Niki Christou
- Endocrine, General and Digestive Surgery Department, CHU de Limoges, Limoges Cedex 87042, France
- Laboratoire EA3842 Contrôle de l'Activation cellulaire, Progression Tumorale et Résistances thérapeutiques «CAPTuR», Faculté de médecine, 2 Rue du Docteur Marcland, 87025 Limoges, France
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Jeremy Meyer
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Sotirios Popeskou
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Valentin David
- Laboratoire EA3842 Contrôle de l'Activation cellulaire, Progression Tumorale et Résistances thérapeutiques «CAPTuR», Faculté de médecine, 2 Rue du Docteur Marcland, 87025 Limoges, France
| | - Christian Toso
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Nicolas Buchs
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Emilie Liot
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Joan Robert
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Frederic Ris
- Department of Visceral Surgery, University Hospital of Geneva, Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Switzerland
| | - Muriel Mathonnet
- Endocrine, General and Digestive Surgery Department, CHU de Limoges, Limoges Cedex 87042, France
- Laboratoire EA3842 Contrôle de l'Activation cellulaire, Progression Tumorale et Résistances thérapeutiques «CAPTuR», Faculté de médecine, 2 Rue du Docteur Marcland, 87025 Limoges, France
| |
Collapse
|
48
|
Abstract
Nanotechnology has made remarkable contributions to clinical oncology. Nanotherapeutics and diagnostic tools have distinctive characteristics which allow them superior abilities to deliver therapeutics and imaging agents for radiation oncology. Compared to solid biopsies and imaging, the analysis of circulating tumor cells (CTCs) offers a more rapid, real-time, and less invasive method to monitor the dynamic molecular profiles of tumors. The potential of CTCs to be translated as a novel cancer biomarker has been demonstrated in numerous clinical studies. This review will discuss clinical applications of nanomaterials in radiation oncology and the implication of CTCs in cancer detection and monitoring.
Collapse
Affiliation(s)
- Bo Sun
- Radiation Oncology, The University of North Carolina at Chapel Hill, 125 Mason Farm Road, Marsico 2236, Chapel Hill, NC 27599, USA
| | - C Tilden Hagan
- UNC/NCSU Joint Department of Biomedical Engineering, 125 Mason Farm Road, Marsico 2120, Chapel Hill, NC 27599, USA
| | - Joseph Caster
- Radiation Oncology, University of Iowa Carver College of Medicine, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - Andrew Z Wang
- Radiation Oncology, The University of North Carolina at Chapel Hill, 101 Manning Drive, Chapel Hill, NC 27599, USA.
| |
Collapse
|
49
|
Lee SJ, Sim TS, Shin HY, Lee J, Kim MY, Sunoo J, Lee JG, Yea K, Kim YZ, van Noort D, Park SK, Kim WH, Park KW, Kim MS. Microslit on a chip: A simplified filter to capture circulating tumor cells enlarged with microbeads. PLoS One 2019; 14:e0223193. [PMID: 31647823 PMCID: PMC6812780 DOI: 10.1371/journal.pone.0223193] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 09/15/2019] [Indexed: 12/11/2022] Open
Abstract
Microchips are widely used to separate circulating tumor cells (CTCs) from whole blood by virtues of sophisticated manipulation for microparticles. Here, we present a chip with an 8 μm high and 27.9 mm wide slit to capture cancer cells bound to 3 μm beads. Apart from a higher purity and recovery rate, the slit design allows for simplified fabrication, easy cell imaging, less clogging, lower chamber pressure and, therefore, higher throughput. The beads were conjugated with anti-epithelial cell adhesion molecules (anti-EpCAM) to selectively bind to breast cancer cells (MCF-7) used to spike the whole blood. The diameter of the cell-bead construct was in average 23.1 μm, making them separable from other cells in the blood. As a result, the cancer cells were separated from 5 mL of whole blood with a purity of 52.0% and a recovery rate of 91.1%, and also we confirmed that the device can be applicable to clinical samples of human breast cancer patients. The simple design with microslit, by eliminating any high-aspect ratio features, is expected to reduce possible defects on the chip and, therefore, more suitable for mass production without false separation outputs.
Collapse
Affiliation(s)
- Seung Joon Lee
- Department of New Biology, DGIST, Daegu, Republic of Korea
- CytoDx, Pangyo-ro, Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Tae Seok Sim
- Samsung Electronics, Ltd., Maetan3-dong, Youngtong-gu, Suwon-si, Gyeonggi-do, Republic of Korea
| | | | - Jungmin Lee
- Department of New Biology, DGIST, Daegu, Republic of Korea
| | - Min Young Kim
- Department of New Biology, DGIST, Daegu, Republic of Korea
| | - Joseph Sunoo
- CytoDx, Pangyo-ro, Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Jeong-Gun Lee
- Samsung Electronics, Ltd., Maetan3-dong, Youngtong-gu, Suwon-si, Gyeonggi-do, Republic of Korea
| | - Kyungmoo Yea
- Department of New Biology, DGIST, Daegu, Republic of Korea
| | - Young Zoon Kim
- Division of Neurooncology and Department of Neurosurgery, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, Republic of Korea
| | - Danny van Noort
- Department of New Biology, DGIST, Daegu, Republic of Korea
- Division of Biotechnology, IFM, Linköping University, Linköping, Sweden
| | - Soo Kyung Park
- CytoDx, Pangyo-ro, Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Woon-Hae Kim
- Department of New Biology, DGIST, Daegu, Republic of Korea
| | - Kyun Woo Park
- Daejeon Wellness Hospital, Beon-gil, Dongseo-daero, Daedeok-gu, Daejeon, Republic of Korea
| | - Minseok S. Kim
- Department of New Biology, DGIST, Daegu, Republic of Korea
- Translational Responsive Medicine Center, DGIST, Daegu, Republic of Korea
- * E-mail:
| |
Collapse
|
50
|
Li S, Zhu L, Cheng X, Wang Q, Feng J, Zhou J. The significance of CO 2 combining power in predicting prognosis of patients with stage II and III colorectal cancer. Biomark Med 2019; 13:1071-1080. [PMID: 31497992 DOI: 10.2217/bmm-2018-0321] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Aim: This study was to evaluate whether CO2CP level in venous blood could predict prognosis of patients with colorectal cancer (CRC). Materials & methods: A retrospective cohort of 238 patients with CRC who received surgical resection and 176 CRC Stage IV patients were included. A total of 114 healthy people were recruited as control. CO2CP levels were obtained from medical records. Survival analysis was performed to evaluate CO2CP predictive potential. The patients were divided into CO2CP high or low group based on CO2CP optimal cut-off values. Conclusion: The decreased CO2CP in CRC patients was associated with advanced clinical stage, and suggested that decreased CO2CP may predict the worse outcomes of disease-free survival in II/III stage CRC patients.
Collapse
Affiliation(s)
- Sheng Li
- Department of Medical Oncology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, No.42, Baiziting, Nanjing 210009, Jiangsu Province, PR China
| | - Liangjun Zhu
- Department of Medical Oncology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, No.42, Baiziting, Nanjing 210009, Jiangsu Province, PR China
| | - Xianfeng Cheng
- Clinic laboratory of Institute of Dermatology & Hospital for Skin Diseases, Chinese Academy of Medical Sciences, No.12, Jiangwangmiao Street, Xuanwu District, Nanjing 210042, Jiangsu Province, PR China
| | - Qianyu Wang
- Department of Pathology, Suqian First Hospital, No. 120, Suzhi Road, Sucheng District, Suqian 223899, Jiangsu Province, PR China
| | - Jifeng Feng
- Department of Medical Oncology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, No.42, Baiziting, Nanjing 210009, Jiangsu Province, PR China
| | - Jianwei Zhou
- Department of Molecular Cell Biology & Toxicology, Key Laboratory of Modern Toxicology of the Ministry of Education, School of Public Health, Nanjing Medical University, 101 Longmian Avenue, Jiangning Distric, Nanjing 211166, Jiangsu Province, PR China
| |
Collapse
|