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Li R, Qian J, Zhu X, Tao T, Zhou X. Nanomolecular machines: Pioneering precision medicine for neoplastic diseases through advanced diagnosis and treatment. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167486. [PMID: 39218275 DOI: 10.1016/j.bbadis.2024.167486] [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: 06/17/2024] [Revised: 08/16/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
Tumors pose a major threat to human health, accounting for nearly one-sixth of global deaths annually. The primary treatments include surgery, radiotherapy, chemotherapy, and immunotherapy, each associated with significant side effects. This has driven the search for new therapies with fewer side effects and greater specificity. Nanotechnology has emerged as a promising field in this regard, particularly nanomolecular machines at the nanoscale. Nanomolecular machines are typically constructed from biological macromolecules like proteins, DNA, and RNA. These machines can be programmed to perform specialized tasks with precise instructions. Recent research highlights their potential in tumor diagnostics-identifying susceptibility genes, detecting viruses, and pinpointing tumor markers. Nanomolecular machines also offer advancements in tumor therapy. They can reduce traditional treatment side effects by delivering chemotherapy drugs and enhancing immunotherapy, and they support innovative treatments like sonodynamic and phototherapy. Additionally, they can starve tumors by blocking blood vessels, and eliminate tumors by disrupting cell membranes or lysosomes. This review categorizes and explains the latest achievements in molecular machine research, explores their models, and practical clinical uses in tumor diagnosis and treatment. It aims to broaden the research perspective and accelerate the clinical adoption of these technologies.
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Affiliation(s)
- Ruming Li
- Department of Immunology, School of Medicine, Nantong University, Nantong, China; The Second Affiliated Hospital, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China
| | - Jialu Qian
- Department of Immunology, School of Medicine, Nantong University, Nantong, China
| | - Xiao Zhu
- The Second Affiliated Hospital, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China
| | - Tao Tao
- Department of Gastroenterology, Zibo Central Hospital, Zibo, China.
| | - Xiaorong Zhou
- Department of Immunology, School of Medicine, Nantong University, Nantong, China.
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Singh S, Bhardwaj S, Dandapath I, Singh J, Das S, Mohan T, Bora SK, Kedia S, Suri A, Sharma MC, Sarkar C, Faruq M, Suri V. Clinical utility of plasma cell-free DNA (cfDNA) in diffuse gliomas for the detection of IDH1 R132H mutation. Pathol Res Pract 2024; 263:155571. [PMID: 39298928 DOI: 10.1016/j.prp.2024.155571] [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: 06/30/2024] [Revised: 08/13/2024] [Accepted: 08/28/2024] [Indexed: 09/22/2024]
Abstract
Liquid biopsy for CNS tumors is in its nascent phase, hindered by the low levels of circulating tumor DNA (ctDNA). Overcoming this challenge requires highly sensitive molecular techniques. DD-PCR emerges as a standout technique due to its ability to identify rare mutations, copy number variations, and circulating nucleic acids, making it one of the best methods for identifying somatic mutations in cell-free DNA (cfDNA). Despite promising results from various studies demonstrating the feasibility of obtaining informative ctDNA profiles from liquid biopsy samples, challenges persist, including the need to standardize sample collection, storage, and processing methods, define clear assay positivity thresholds, and address the overall low assay sensitivity. Our two-phase study began by assessing DD-PCR efficacy in FFPE tissues, revealing robust concordance with immunohistochemistry. In Phase 1 (85 cases), DD-PCR on FFPE tissues demonstrated 100 % sensitivity and specificity for IDH1 R132H mutations. In Phase 2 (100 cases), analysis extended to cfDNA, maintaining high specificity (100 %) with moderate sensitivity (44.2 %). Overall concordance with immunohistochemistry was 61 %, highlighting liquid biopsy's potential in glioma management. The findings emphasized DD-PCR's clinical utility in both tissue and liquid biopsy, underscoring its role in early detection, diagnosis, and therapeutic monitoring of diffuse gliomas.
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Affiliation(s)
- Swati Singh
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India
| | - Supriya Bhardwaj
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India
| | - Iman Dandapath
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India
| | - Jyotsna Singh
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India
| | - Sumanta Das
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India
| | - Trishala Mohan
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India
| | - Santanu Kumar Bora
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Shweta Kedia
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Ashish Suri
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Mehar Chand Sharma
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India
| | - Chitra Sarkar
- Department of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Mohammed Faruq
- CSIR Institute of Genomics and Integrative Biology, Delhi, India
| | - Vaishali Suri
- Neuropathology Laboratory, All India Institute of Medical Sciences, New Delhi, India.
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Mehta RI, Mehta RI. Understanding central nervous system fluid networks: Historical perspectives and a revised model for clinical neurofluid imaging. NMR IN BIOMEDICINE 2024; 37:e5149. [PMID: 38584002 DOI: 10.1002/nbm.5149] [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: 09/05/2023] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 04/09/2024]
Abstract
The central nervous system (CNS) lacks traditionally defined lymphatic vasculature. However, CNS tissues and barriers compartmentalize the brain, spinal cord, and adjacent spaces, facilitating the transmittal of fluids, metabolic wastes, immune cells, and vital signals, while more conventional lymphatic pathways in the meninges, cervicofacial and paraspinal regions transmit efflux fluid and molecules to peripheral lymph and lymph nodes. Thus, a unique and highly organized fluid circulation network encompassing intraparenchymal, subarachnoid, dural, and extradural segments functions in unison to maintain CNS homeostasis. Pathways involved in this system have been under investigation for centuries and continue to be the source of considerable interest and debate. Modern imaging and microscopy technologies have led to important breakthroughs pertaining to various elements of CNS fluid circuitry and exchange over the past decade, thus enhancing knowledge on mechanisms of mammalian CNS maintenance and disease. Yet, to better understand precise anatomical routes, the physiology and clinical significance of these CNS pathways, and potential therapeutic targets in humans, fluid conduits, flow-regulating factors, and tissue effects must be analyzed systematically and in a global manner in persons across age, demographical factors, and disease states. Here, we illustrate the system-wide nature of intermixing CNS fluid networks, summarize historical and clinical studies, and discuss anatomical and physiological similarities and differences that are relevant for translation of evidence from mice to humans. We also review Cushing's classical model of cerebrospinal fluid flow and present a new framework of this "third circulation" that emphasizes previously unexplained complexities of CNS fluid circulation in humans. Finally, we review future directions in the field, including emerging theranostic techniques and MRI studies required in humans.
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Affiliation(s)
- Rupal I Mehta
- Department of Pathology, Rush University Medical Center, Chicago, Illinois, USA
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Rashi I Mehta
- Department of Neuroradiology, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia, USA
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia, USA
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Leung JH, Karmakar R, Mukundan A, Lin WS, Anwar F, Wang HC. Technological Frontiers in Brain Cancer: A Systematic Review and Meta-Analysis of Hyperspectral Imaging in Computer-Aided Diagnosis Systems. Diagnostics (Basel) 2024; 14:1888. [PMID: 39272675 PMCID: PMC11394276 DOI: 10.3390/diagnostics14171888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 08/19/2024] [Accepted: 08/23/2024] [Indexed: 09/15/2024] Open
Abstract
Brain cancer is a substantial factor in the mortality associated with cancer, presenting difficulties in the timely identification of the disease. The precision of diagnoses is significantly dependent on the proficiency of radiologists and neurologists. Although there is potential for early detection with computer-aided diagnosis (CAD) algorithms, the majority of current research is hindered by its modest sample sizes. This meta-analysis aims to comprehensively assess the diagnostic test accuracy (DTA) of computer-aided design (CAD) models specifically designed for the detection of brain cancer utilizing hyperspectral (HSI) technology. We employ Quadas-2 criteria to choose seven papers and classify the proposed methodologies according to the artificial intelligence method, cancer type, and publication year. In order to evaluate heterogeneity and diagnostic performance, we utilize Deeks' funnel plot, the forest plot, and accuracy charts. The results of our research suggest that there is no notable variation among the investigations. The CAD techniques that have been examined exhibit a notable level of precision in the automated detection of brain cancer. However, the absence of external validation hinders their potential implementation in real-time clinical settings. This highlights the necessity for additional studies in order to authenticate the CAD models for wider clinical applicability.
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Affiliation(s)
- Joseph-Hang Leung
- Department of Radiology, Ditmanson Medical Foundation Chia-yi Christian Hospital, Chia Yi 60002, Taiwan
| | - Riya Karmakar
- Department of Mechanical Engineering, National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan
| | - Arvind Mukundan
- Department of Mechanical Engineering, National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan
| | - Wen-Shou Lin
- Neurology Division, Department of Internal Medicine, Kaohsiung Armed Forces General Hospital, 2, Zhongzheng 1st. Rd., Lingya District, Kaohsiung City 80284, Taiwan
| | - Fathima Anwar
- Faculty of Allied Health Sciences, The University of Lahore, 1-Km Defense Road, Lahore 54590, Punjab, Pakistan
| | - Hsiang-Chen Wang
- Department of Mechanical Engineering, National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan
- Department of Medical Research, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 2, Minsheng Road, Dalin, Chia Yi 62247, Taiwan
- Department of Technology Development, Hitspectra Intelligent Technology Co., Ltd., 8F.11-1, No. 25, Chenggong 2nd Rd., Qianzhen Dist., Kaohsiung City 80661, Taiwan
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Seyhan AA. Circulating Liquid Biopsy Biomarkers in Glioblastoma: Advances and Challenges. Int J Mol Sci 2024; 25:7974. [PMID: 39063215 PMCID: PMC11277426 DOI: 10.3390/ijms25147974] [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: 06/12/2024] [Revised: 07/16/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024] Open
Abstract
Gliomas, particularly glioblastoma (GBM), represent the most prevalent and aggressive tumors of the central nervous system (CNS). Despite recent treatment advancements, patient survival rates remain low. The diagnosis of GBM traditionally relies on neuroimaging methods such as magnetic resonance imaging (MRI) or computed tomography (CT) scans and postoperative confirmation via histopathological and molecular analysis. Imaging techniques struggle to differentiate between tumor progression and treatment-related changes, leading to potential misinterpretation and treatment delays. Similarly, tissue biopsies, while informative, are invasive and not suitable for monitoring ongoing treatments. These challenges have led to the emergence of liquid biopsy, particularly through blood samples, as a promising alternative for GBM diagnosis and monitoring. Presently, blood and cerebrospinal fluid (CSF) sampling offers a minimally invasive means of obtaining tumor-related information to guide therapy. The idea that blood or any biofluid tests can be used to screen many cancer types has huge potential. Tumors release various components into the bloodstream or other biofluids, including cell-free nucleic acids such as microRNAs (miRNAs), circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), proteins, extracellular vesicles (EVs) or exosomes, metabolites, and other factors. These factors have been shown to cross the blood-brain barrier (BBB), presenting an opportunity for the minimally invasive monitoring of GBM as well as for the real-time assessment of distinct genetic, epigenetic, transcriptomic, proteomic, and metabolomic changes associated with brain tumors. Despite their potential, the clinical utility of liquid biopsy-based circulating biomarkers is somewhat constrained by limitations such as the absence of standardized methodologies for blood or CSF collection, analyte extraction, analysis methods, and small cohort sizes. Additionally, tissue biopsies offer more precise insights into tumor morphology and the microenvironment. Therefore, the objective of a liquid biopsy should be to complement and enhance the diagnostic accuracy and monitoring of GBM patients by providing additional information alongside traditional tissue biopsies. Moreover, utilizing a combination of diverse biomarker types may enhance clinical effectiveness compared to solely relying on one biomarker category, potentially improving diagnostic sensitivity and specificity and addressing some of the existing limitations associated with liquid biomarkers for GBM. This review presents an overview of the latest research on circulating biomarkers found in GBM blood or CSF samples, discusses their potential as diagnostic, predictive, and prognostic indicators, and discusses associated challenges and future perspectives.
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Affiliation(s)
- Attila A. Seyhan
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, Providence, RI 02912, USA;
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, Providence, RI 02912, USA
- Legorreta Cancer Center, Brown University, Providence, RI 02912, USA
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Ordóñez-Rubiano EG, Rincón-Arias N, Espinosa S, Shelton WJ, Salazar AF, Cómbita A, Baldoncini M, Luzzi S, Payán-Gómez C, Gómez- Amarillo DF, Hakim F, Patiño-Gómez JG, Parra- Medina R. The potential of miRNA-based approaches in glioblastoma: An update in current advances and future perspectives. CURRENT RESEARCH IN PHARMACOLOGY AND DRUG DISCOVERY 2024; 7:100193. [PMID: 39055532 PMCID: PMC11268206 DOI: 10.1016/j.crphar.2024.100193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 05/29/2024] [Accepted: 06/24/2024] [Indexed: 07/27/2024] Open
Abstract
Glioblastoma (GBM) is the most common malignant central nervous system tumor. The emerging field of epigenetics stands out as particularly promising. Notably, the discovery of micro RNAs (miRNAs) has paved the way for advancements in diagnosing, treating, and prognosticating patients with brain tumors. We aim to provide an overview of the emergence of miRNAs in GBM and their potential role in the multifaceted management of this disease. We discuss the current state of the art regarding miRNAs and GBM. We performed a narrative review using the MEDLINE/PUBMED database to retrieve peer-reviewed articles related to the use of miRNA approaches for the treatment of GBMs. MiRNAs are intrinsic non-coding RNA molecules that regulate gene expression mainly through post-transcriptional mechanisms. The deregulation of some of these molecules is related to the pathogenesis of GBM. The inclusion of molecular characterization for the diagnosis of brain tumors and the advent of less-invasive diagnostic methods such as liquid biopsies, highlights the potential of these molecules as biomarkers for guiding the management of brain tumors such as GBM. Importantly, there is a need for more studies to better examine the application of these novel molecules. The constantly changing characterization and approach to the diagnosis and management of brain tumors broaden the possibilities for the molecular inclusion of novel epigenetic molecules, such as miRNAs, for a better understanding of this disease.
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Affiliation(s)
- Edgar G. Ordóñez-Rubiano
- School of Medicine, Universidad Nacional de Colombia, Bogotá, Colombia
- Department of Neurosurgery, Fundación Universitaria de Ciencias de La Salud, Hospital de San José – Sociedad de Cirugía de Bogotá, Bogotá D.C., Colombia
- Department of Neurosurgery, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Nicolás Rincón-Arias
- Department of Neurosurgery, Fundación Universitaria de Ciencias de La Salud, Hospital de San José – Sociedad de Cirugía de Bogotá, Bogotá D.C., Colombia
| | - Sebastian Espinosa
- Department of Neurosurgery, Fundación Universitaria de Ciencias de La Salud, Hospital de San José – Sociedad de Cirugía de Bogotá, Bogotá D.C., Colombia
| | | | | | - Alba Cómbita
- School of Medicine, Universidad Nacional de Colombia, Bogotá, Colombia
- Department of Microbiology, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Matías Baldoncini
- School of Medicine, Laboratory of Microsurgical Neuroanatomy, Second Chair of Gross Anatomy, University of Buenos Aires, Buenos Aires, Argentina
- Department of Neurological Surgery, Hospital San Fernando, Buenos Aires, Argentina
| | - Sabino Luzzi
- Neurosurgery Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - César Payán-Gómez
- Dirección Académica, Universidad Nacional de Colombia, Sede de La Paz, La Paz, Colombia
| | | | - Fernando Hakim
- Department of Neurosurgery, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Javier G. Patiño-Gómez
- Department of Neurosurgery, Fundación Universitaria de Ciencias de La Salud, Hospital de San José – Sociedad de Cirugía de Bogotá, Bogotá D.C., Colombia
| | - Rafael Parra- Medina
- Department of Pathology, Instituto Nacional de Cancerología, Bogotá, Colombia
- Research Institute, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital de San José – Sociedad de Cirugía de Bogotá, Bogotá, Colombia
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Korte B, Mathios D. Innovation in Non-Invasive Diagnosis and Disease Monitoring for Meningiomas. Int J Mol Sci 2024; 25:4195. [PMID: 38673779 PMCID: PMC11050588 DOI: 10.3390/ijms25084195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/26/2024] [Accepted: 04/07/2024] [Indexed: 04/28/2024] Open
Abstract
Meningiomas are tumors of the central nervous system that vary in their presentation, ranging from benign and slow-growing to highly aggressive. The standard method for diagnosing and classifying meningiomas involves invasive surgery and can fail to provide accurate prognostic information. Liquid biopsy methods, which exploit circulating tumor biomarkers such as DNA, extracellular vesicles, micro-RNA, proteins, and more, offer a non-invasive and dynamic approach for tumor classification, prognostication, and evaluating treatment response. Currently, a clinically approved liquid biopsy test for meningiomas does not exist. This review provides a discussion of current research and the challenges of implementing liquid biopsy techniques for advancing meningioma patient care.
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Affiliation(s)
- Brianna Korte
- Department of Neurosurgery, Washington University Medical Campus, St. Louis, MO 63110, USA
| | - Dimitrios Mathios
- Department of Neurosurgery, Washington University Medical Campus, St. Louis, MO 63110, USA
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Virtuoso A, D’Amico G, Scalia F, De Luca C, Papa M, Maugeri G, D’Agata V, Caruso Bavisotto C, D’Amico AG. The Interplay between Glioblastoma Cells and Tumor Microenvironment: New Perspectives for Early Diagnosis and Targeted Cancer Therapy. Brain Sci 2024; 14:331. [PMID: 38671983 PMCID: PMC11048111 DOI: 10.3390/brainsci14040331] [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: 03/17/2024] [Revised: 03/26/2024] [Accepted: 03/28/2024] [Indexed: 04/28/2024] Open
Abstract
Glioblastoma multiforme (GBM) stands out as the most tremendous brain tumor, constituting 60% of primary brain cancers, accompanied by dismal survival rates. Despite advancements in research, therapeutic options remain limited to chemotherapy and surgery. GBM molecular heterogeneity, the intricate interaction with the tumor microenvironment (TME), and non-selective treatments contribute to the neoplastic relapse. Diagnostic challenges arise from GBM advanced-stage detection, necessitating the exploration of novel biomarkers for early diagnosis. Using data from the literature and a bioinformatic tool, the current manuscript delineates the molecular interplay between human GBM, astrocytes, and myeloid cells, underscoring selected protein pathways belonging to astroglia and myeloid lineage, which can be considered for targeted therapies. Moreover, the pivotal role of extracellular vesicles (EVs) in orchestrating a favorable microenvironment for cancer progression is highlighted, suggesting their utility in identifying biomarkers for GBM early diagnosis.
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Affiliation(s)
- Assunta Virtuoso
- Laboratory of Neuronal Networks Morphology and System Biology, Department of Mental and Physical Health and Preventive Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (A.V.); (C.D.L.); (M.P.)
| | - Giuseppa D’Amico
- Department of Biomedicine, Neurosciences and Advanced Diagnostic (BiND), Human Anatomy Section, University of Palermo, 90127 Palermo, Italy; (G.D.); (F.S.)
| | - Federica Scalia
- Department of Biomedicine, Neurosciences and Advanced Diagnostic (BiND), Human Anatomy Section, University of Palermo, 90127 Palermo, Italy; (G.D.); (F.S.)
| | - Ciro De Luca
- Laboratory of Neuronal Networks Morphology and System Biology, Department of Mental and Physical Health and Preventive Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (A.V.); (C.D.L.); (M.P.)
| | - Michele Papa
- Laboratory of Neuronal Networks Morphology and System Biology, Department of Mental and Physical Health and Preventive Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (A.V.); (C.D.L.); (M.P.)
| | - Grazia Maugeri
- Department of Biomedical and Biotechnological Sciences, Section of Anatomy, Histology and Movement Sciences, University of Catania, 95100 Catania, Italy; (G.M.); (V.D.)
| | - Velia D’Agata
- Department of Biomedical and Biotechnological Sciences, Section of Anatomy, Histology and Movement Sciences, University of Catania, 95100 Catania, Italy; (G.M.); (V.D.)
| | - Celeste Caruso Bavisotto
- Department of Biomedicine, Neurosciences and Advanced Diagnostic (BiND), Human Anatomy Section, University of Palermo, 90127 Palermo, Italy; (G.D.); (F.S.)
- Euro-Mediterranean Institute of Science and Technology (IEMEST), 90139 Palermo, Italy
| | - Agata Grazia D’Amico
- Department of Drug and Health Sciences, University of Catania, 95125 Catania, Italy;
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Kravchenko Y, Sikora K, Wireko AA, Lyndin M. Fluorescence visualization for cancer DETECTION: EXPERIENCE and perspectives. Heliyon 2024; 10:e24390. [PMID: 38293525 PMCID: PMC10827512 DOI: 10.1016/j.heliyon.2024.e24390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 12/24/2023] [Accepted: 01/08/2024] [Indexed: 02/01/2024] Open
Abstract
The current review focuses on the latest advances in the improvement and application of fluorescence imaging technology. Near-infrared (NIR) fluorescence imaging is a promising new technique that uses non-specific fluorescent agents and targeted fluorescent tracers combined with a dedicated camera to better navigate and visualize tumors. Fluorescence-guided surgery (FGS) is used to perform various tasks, helping the surgeon to distinguish lymphatic vessels and nodes from surrounding tissues easily and quickly assess the perfusion of the planned resection area, including intraoperative visualization of metastases. The results of the insertion of fluorescence visualization as an auxiliary method to cancer detection and high-risk metastatic lesions in clinical practice have demonstrated enthusiastic results and huge potential. However, intraoperative fluorescence visualization must not be considered as a main diagnostic or treatment method but as an aid to the surgeon. Thus, fluorescence study does not dispense the diagnostic gold standards of benign or malignant tumors (conventional examination, biopsy, ultrasonography and computed tomography, etc.) and can be done usually during intraoperative treatment. Moreover, as fluorescence surgery and fluorescence diagnostic techniques continue to improve, it is likely that they will evolve towards targeted fluorescence imaging probes that will increasingly target a specific type of cancer cell. The most important point remains the search for highly selective messengers of fluorescent labels, which make it possible to identify tumor cells exclusively in the affected organs and indicate to surgeons the boundaries of their spread and metastasis.
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Affiliation(s)
- Yaroslav Kravchenko
- Sumy State University, Sumy, Ukraine
- NanoBioMedical Centre, Adam Mickiewicz University in Poznan, Poznan, Poland
| | | | | | - Mykola Lyndin
- Sumy State University, Sumy, Ukraine
- Institute of Anatomy, Medical Faculty, University of Duisburg-Essen, Essen, 45147, Germany
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Crucitta S, Pasqualetti F, Gonnelli A, Ruglioni M, Luculli GI, Cantarella M, Ortenzi V, Scatena C, Paiar F, Naccarato AG, Danesi R, Del Re M. IDH1 mutation is detectable in plasma cell-free DNA and is associated with survival outcome in glioma patients. BMC Cancer 2024; 24:31. [PMID: 38172718 PMCID: PMC10763009 DOI: 10.1186/s12885-023-11726-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 12/07/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Circulating cell-free DNA (cfDNA, liquid biopsy) is a powerful tool to detect molecular alterations. However, depending on tumor characteristics, biology and anatomic localization, cfDNA detection and analysis may be challenging. Gliomas are enclosed into an anatomic sanctuary, which obstacles the release of cfDNA into the peripheral blood. Therefore, the advantages of using liquid biopsy for brain tumors is still to be confirmed. The present study evaluates the ability of liquid biopsy to detect IDH1 mutations and its correlation with survival and clinical characteristics of glioma patients. METHODS Blood samples obtained from glioma patients were collected after surgery prior to the adjuvant therapy. cfDNA was extracted from plasma and IDH1 p.R132H mutation analysis was performed on a digital droplet PCR. χ2-test and Cohen k were used to assess the correlation between plasma and tissue IDH1 status, while Kaplan Meier curve and Cox regression analysis were applied to survival analysis. Statistical calculations were performed by MedCalc and GraphPad Prism software. RESULTS A total of 67 samples were collected. A concordance between IDH1 status in tissue and in plasma was found (p = 0.0024), and the presence of the IDH1 mutation both in tissue (138.8 months vs 24.4, p < 0.0001) and cfDNA (116.3 months vs 35.8, p = 0.016) was associated with longer median OS. A significant association between IDH1 mutation both in tissue and cfDNA, age, tumor grade and OS was demonstrated by univariate Cox regression analysis. No statistically significant association between IDH1 mutation and tumor grade was found (p = 0.10). CONCLUSIONS The present study demonstrates that liquid biopsy may be used in brain tumors to detect IDH1 mutation which represents an important prognostic biomarker in patients with different types of gliomas, being associated to OS.
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Affiliation(s)
- Stefania Crucitta
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Francesco Pasqualetti
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
- Department of Oncology, University of Oxford, Oxford, UK
| | - Alessandra Gonnelli
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
| | - Martina Ruglioni
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Giovanna Irene Luculli
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Martina Cantarella
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
| | - Valerio Ortenzi
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa, Italy
| | - Cristian Scatena
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa, Italy
| | - Fabiola Paiar
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
| | - Antonio Giuseppe Naccarato
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa, Italy
| | - Romano Danesi
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.
- Department of Oncology and Hemato-Oncology, University of Milano, Via Festa del Perdono, 7, Milano, 20122, Italy.
| | - Marzia Del Re
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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Buccilli B, Rodriguez Molina MA, Redrovan Palomeque DP, Herrera Sabán CA, C Caliwag FM, Contreras Flores CJS, Abeysiriwardana CWJ, Diarte E, Arruarana VS, Calderon Martinez E. Liquid Biopsies for Monitoring Medulloblastoma: Circulating Tumor DNA as a Biomarker for Disease Progression and Treatment Response. Cureus 2024; 16:e51712. [PMID: 38313884 PMCID: PMC10838584 DOI: 10.7759/cureus.51712] [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] [Accepted: 01/05/2024] [Indexed: 02/06/2024] Open
Abstract
Pediatric brain tumors, including medulloblastoma (MB), represent a significant challenge in clinical oncology. Early diagnosis, accurate monitoring of therapeutic response, and the detection of minimal residual disease (MRD) are crucial for improving outcomes in these patients. This review aims to explore recent advancements in liquid biopsy techniques for monitoring pediatric brain tumors, with a specific focus on medulloblastoma. The primary research question is how liquid biopsy techniques can be effectively utilized for these purposes. Liquid biopsies, particularly the analysis of circulating tumor DNA (ctDNA) in cerebrospinal fluid (CSF), are investigated as promising noninvasive tools. This comprehensive review examines the components of liquid biopsies, including ctDNA, cell-free DNA (cfDNA), and microRNA (miRNA). Their applications in diagnosis, prognosis, and MRD assessment are critically assessed. The review also discusses the role of liquid biopsies in categorizing medulloblastoma subgroups, risk stratification, and the identification of therapeutic targets. Liquid biopsies have shown promising applications in the pediatric brain tumor field, particularly in medulloblastoma. They offer noninvasive means of diagnosis, monitoring treatment response, and detecting MRD. These biopsies have played a pivotal role in subgroup classification and risk stratification of medulloblastoma patients, aiding in the identification of therapeutic targets. However, challenges related to sensitivity and specificity are noted. In conclusion, this review highlights the growing importance of liquid biopsies, specifically ctDNA analysis in CSF, in pediatric brain tumor management, with a primary focus on medulloblastoma. Liquid biopsies have the potential to revolutionize patient care by enabling early diagnosis, accurate monitoring, and MRD detection. Nevertheless, further research is essential to validate their clinical utility fully. The evolving landscape of liquid biopsy applications underscores their promise in improving outcomes for pediatric brain tumor patients.
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Affiliation(s)
- Barbara Buccilli
- Department of Human Neuroscience, Sapienza University of Rome, Rome, ITA
- Department of Neurosurgery, Mount Sinai Hospital, New York, USA
| | | | | | - Cindy A Herrera Sabán
- Department of General Practice, Facultad de Ciencias Médicas, Universidad de San Carlos de Guatemala, San Carlos, GTM
| | - Fides M C Caliwag
- Department of General Practice, Ateneo School of Medicine and Public Health, Pasig City, PHL
| | | | | | - Edna Diarte
- Department of Medicine, Universidad Autónoma de Sinaloa, Culiacán, MEX
| | - Victor S Arruarana
- Department of Internal Medicine, Brookdale University Hospital Medical Center, New York, USA
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12
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Betancur MI, Case A, Ilich E, Mehta N, Meehan S, Pogrebivsky S, Keir ST, Stevenson K, Brahma B, Gregory S, Chen W, Ashley DM, Bellamkonda R, Mokarram N. A neural tract-inspired conduit for facile, on-demand biopsy of glioblastoma. Neurooncol Adv 2024; 6:vdae064. [PMID: 38813113 PMCID: PMC11135361 DOI: 10.1093/noajnl/vdae064] [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] [Indexed: 05/31/2024] Open
Abstract
Background A major hurdle to effectively treating glioblastoma (GBM) patients is the lack of longitudinal information about tumor progression, evolution, and treatment response. Methods In this study, we report the use of a neural tract-inspired conduit containing aligned polymeric nanofibers (i.e., an aligned nanofiber device) to enable on-demand access to GBM tumors in 2 rodent models. Depending on the experiment, a humanized U87MG xenograft and/or F98-GFP+ syngeneic rat tumor model was chosen to test the safety and functionality of the device in providing continuous sampling access to the tumor and its microenvironment. Results The aligned nanofiber device was safe and provided a high quantity of quality genomic materials suitable for omics analyses and yielded a sufficient number of live cells for in vitro expansion and screening. Transcriptomic and genomic analyses demonstrated continuity between material extracted from the device and that of the primary, intracortical tumor (in the in vivo model). Conclusions The results establish the potential of this neural tract-inspired, aligned nanofiber device as an on-demand, safe, and minimally invasive access point, thus enabling rapid, high-throughput, longitudinal assessment of tumor and its microenvironment, ultimately leading to more informed clinical treatment strategies.
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Affiliation(s)
| | - Ayden Case
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Ekaterina Ilich
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Nalini Mehta
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Sean Meehan
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Sabrina Pogrebivsky
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Stephen T Keir
- Department of Neurosurgery, Duke University, Durham, North Carolina, USA
| | - Kevin Stevenson
- Molecular Physiology Institute, Duke University, Durham, North Carolina, USA
| | - Barun Brahma
- Department of Neurosurgery, Emory University, Atlanta, Georgia, USA
| | - Simon Gregory
- Molecular Physiology Institute, Duke University, Durham, North Carolina, USA
| | - Wei Chen
- Center for Genomic and Computational Biology, Duke University, Durham, Georgia, USA
| | - David M Ashley
- Department of Neurosurgery, Duke University, Durham, North Carolina, USA
| | - Ravi Bellamkonda
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
- Department of Biology, Emory University, Atlanta, Georgia, USA
| | - Nassir Mokarram
- Department of Neurosurgery, Emory University, Atlanta, Georgia, USA
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
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13
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On J, Natsumeda M, Takahashi H, Koyama A, Shibuma S, Shibata N, Watanabe J, Saito S, Kanemaru Y, Tsukamoto Y, Okada M, Ogura R, Eda T, Tada M, Shimizu H, Adachi JI, Mishima K, Nishikawa R, Kakita A, Oishi M. Reliable detection of genetic alterations in cyst fluid DNA for the diagnosis of brain tumors. J Neurooncol 2024; 166:273-282. [PMID: 38227143 DOI: 10.1007/s11060-023-04555-5] [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: 11/10/2023] [Accepted: 12/26/2023] [Indexed: 01/17/2024]
Abstract
PURPOSE Liquid biopsy of cyst fluid in brain tumors has not been extensively studied to date. The present study was performed to see whether diagnostic genetic alterations found in brain tumor tissue DNA could also be detected in cell-free DNA (cfDNA) of cyst fluid in cystic brain tumors. METHODS Cyst fluid was obtained from 22 patients undergoing surgery for a cystic brain tumor with confirmed genetic alterations in tumor DNA. Pathological diagnoses based on WHO 2021 classification and diagnostic alterations in the tumor DNA, such as IDH1 R132H and TERT promoter mutation for oligodendrogliomas, were detected by Sanger sequencing. The same alterations were analyzed by both droplet digital PCR (ddPCR) and Sanger sequencing in cyst fluid cfDNA. Additionally, multiplex ligation-dependent probe amplification (MLPA) assays were performed to assess 1p/19q status, presence of CDKN2A loss, PTEN loss and EGFR amplification, to assess whether differentiating between astrocytomas and oligodendrogliomas and grading is possible from cyst fluid cfDNA. RESULTS Twenty-five genetic alterations were found in 22 tumor samples. All (100%) alterations were detected in cyst fluid cfDNA by ddPCR. Twenty of the 25 (80%) alterations were also detected by Sanger sequencing of cyst fluid cfDNA. Variant allele frequency (VAF) in cyst fluid cfDNA was comparable to that of tumor DNA (R = 0.62, Pearson's correlation). MLPA was feasible in 11 out of 17 (65%) diffuse gliomas, with close correlation of results between tumor DNA and cyst fluid cfDNA. CONCLUSION Cell-free DNA obtained from cyst fluid in cystic brain tumors is a reliable alternative to tumor DNA when diagnosing brain tumors.
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Affiliation(s)
- Jotaro On
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Manabu Natsumeda
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan.
- Advanced Treatment of Neurological Diseases Branch, Brain Research Institute, Niigata University, Niigata, Japan.
| | - Haruhiko Takahashi
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Akihide Koyama
- Department of Legal Medicine, Niigata University Graduate School of Medical and Dental Science, Niigata, Japan
| | - Satoshi Shibuma
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Nao Shibata
- Department of Pediatrics, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Jun Watanabe
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Shoji Saito
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Yu Kanemaru
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Yoshihiro Tsukamoto
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Masayasu Okada
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Ryosuke Ogura
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Takeyoshi Eda
- Division of Pharmacy, Medical and Dental Hospital, Niigata University, Niigata, Japan
| | - Mari Tada
- Department of Pathology, Brain Research Institute, Niigata, Japan
| | - Hiroshi Shimizu
- Department of Pathology, Brain Research Institute, Niigata, Japan
| | - Jun-Ichi Adachi
- Department of Neuro-Oncology/Neurosurgery, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Kazuhiko Mishima
- Department of Neuro-Oncology/Neurosurgery, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Ryo Nishikawa
- Department of Neuro-Oncology/Neurosurgery, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Akiyoshi Kakita
- Department of Pathology, Brain Research Institute, Niigata, Japan
| | - Makoto Oishi
- Department of Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
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14
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Beylerli O, Tamrazov R, Gareev I, Ilyasova T, Shumadalova A, Bai Y, Yang B. Role of exosomal ncRNAs in traumatic brain injury. Noncoding RNA Res 2023; 8:686-692. [PMID: 37860267 PMCID: PMC10582766 DOI: 10.1016/j.ncrna.2023.10.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/22/2023] [Accepted: 10/07/2023] [Indexed: 10/21/2023] Open
Abstract
Traumatic brain injury (TBI) is a complex neurological disorder that often results in long-term disabilities, cognitive impairments, and emotional disturbances. Despite significant advancements in understanding the pathophysiology of TBI, effective treatments remain limited. In recent years, exosomal non-coding RNAs (ncRNAs) have emerged as potential players in TBI pathogenesis and as novel diagnostic and therapeutic targets. Exosomal ncRNAs are small RNA molecules that are secreted by cells and transported to distant sites, where they can modulate gene expression and cell signaling pathways. They have been shown to play important roles in various aspects of TBI, such as neuroinflammation, blood-brain barrier dysfunction, and neuronal apoptosis. The ability of exosomal ncRNAs to cross the blood-brain barrier and reach the brain parenchyma makes them attractive candidates for non-invasive biomarkers and drug delivery systems. However, significant challenges still need to be addressed before exosomal ncRNAs can be translated into clinical practice, including standardization of isolation and quantification methods, validation of their diagnostic and prognostic value, and optimization of their therapeutic efficacy and safety. This review aims to summarize the current knowledge regarding the role of exosomal ncRNAs in TBI, including their biogenesis, function, and potential applications in diagnosis, prognosis, and treatment. We also discuss the challenges and future perspectives of using exosomal ncRNAs as clinical tools for TBI management.
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Affiliation(s)
- Ozal Beylerli
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin, 150081, People's Republic of China
- Translational Medicine Research and Cooperation Center of Northern China, Heilongjiang Academy of Medical Sciences, Harbin Medical University, Harbin, 150081, People's Republic of China
| | - Rasim Tamrazov
- Department of Oncology, Radiology and Radiotherapy, Tyumen State Medical University, 54 Odesskaya Street, 625023, Tyumen, Russia
| | - Ilgiz Gareev
- Central Research Laboratory, Bashkir State Medical University, Ufa, Republic of Bashkortostan, 3 Lenin Street, 450008, Russia
| | - Tatiana Ilyasova
- Department of Internal Diseases, Bashkir State Medical University, Ufa, Republic of Bashkortostan, 450008, Russia
| | - Alina Shumadalova
- Department of General Chemistry, Bashkir State Medical University, Ufa, Republic of Bashkortostan, 3 Lenin Street, 450008, Russia
| | - Yunlong Bai
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin, 150081, People's Republic of China
| | - Baofeng Yang
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin, 150081, People's Republic of China
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15
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Trivedi R, Bhat KP. Liquid biopsy: creating opportunities in brain space. Br J Cancer 2023; 129:1727-1746. [PMID: 37752289 PMCID: PMC10667495 DOI: 10.1038/s41416-023-02446-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 09/10/2023] [Accepted: 09/15/2023] [Indexed: 09/28/2023] Open
Abstract
In recent years, liquid biopsy has emerged as an alternative method to diagnose and monitor tumors. Compared to classical tissue biopsy procedures, liquid biopsy facilitates the repetitive collection of diverse cellular and acellular analytes from various biofluids in a non/minimally invasive manner. This strategy is of greater significance for high-grade brain malignancies such as glioblastoma as the quantity and accessibility of tumors are limited, and there are collateral risks of compromised life quality coupled with surgical interventions. Currently, blood and cerebrospinal fluid (CSF) are the most common biofluids used to collect circulating cells and biomolecules of tumor origin. These liquid biopsy analytes have created opportunities for real-time investigations of distinct genetic, epigenetic, transcriptomics, proteomics, and metabolomics alterations associated with brain tumors. This review describes different classes of liquid biopsy biomarkers present in the biofluids of brain tumor patients. Moreover, an overview of the liquid biopsy applications, challenges, recent technological advances, and clinical trials in the brain have also been provided.
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Affiliation(s)
- Rakesh Trivedi
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Krishna P Bhat
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
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16
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Kang N, Oh HJ, Hong JH, Moon HE, Kim Y, Lee HJ, Min H, Park H, Lee SH, Paek SH, Jin J. Glial cell proteome using targeted quantitative methods for potential multi-diagnostic biomarkers. Clin Proteomics 2023; 20:45. [PMID: 37875819 PMCID: PMC10598909 DOI: 10.1186/s12014-023-09432-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Accepted: 10/04/2023] [Indexed: 10/26/2023] Open
Abstract
Glioblastoma is one of the most malignant primary brain cancer. Despite surgical resection with modern technology followed by chemo-radiation therapy with temozolomide, resistance to the treatment and recurrence is common due to its aggressive and infiltrating nature of the tumor with high proliferation index. The median survival time of the patients with glioblastomas is less than 15 months. Till now there has been no report of molecular target specific for glioblastomas. Early diagnosis and development of molecular target specific for glioblastomas are essential for longer survival of the patients with glioblastomas. Development of biomarkers specific for glioblastomas is most important for early diagnosis, estimation of the prognosis, and molecular target therapy of glioblastomas. To that end, in this study, we have conducted a comprehensive proteome study using primary cells and tissues from patients with glioblastoma. In the discovery stage, we have identified 7429 glioblastoma-specific proteins, where 476 proteins were quantitated using Tandem Mass Tag (TMT) method; 228 and 248 proteins showed up and down-regulated pattern, respectively. In the validation stage (20 selected target proteins), we developed quantitative targeted method (MRM: Multiple reaction monitoring) using stable isotope standards (SIS) peptide. In this study, five proteins (CCT3, PCMT1, TKT, TOMM34, UBA1) showed the significantly different protein levels (t-test: p value ≤ 0.05, AUC ≥ 0.7) between control and cancer groups and the result of multiplex assay using logistic regression showed the 5-marker panel showed better sensitivity (0.80 and 0.90), specificity (0.92 and 1.00), error rate (10 and 2%), and AUC value (0.94 and 0.98) than the best single marker (TOMM34) in primary cells and tissues, respectively. Although we acknowledge that the model requires further validation in a large sample size, the 5 protein marker panel can be used as baseline data for the discovery of novel biomarkers of the glioblastoma.
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Affiliation(s)
- Narae Kang
- New Drug Development Center, Heungdeok-gu, Chungbuk, Cheongju-si, 28160, Korea
| | - Hyun Jeong Oh
- School of Mechanical Engineering, Korea University, Seoul, 024841, Republic of Korea
- Institute of Chemical Engineering Convergence Systems, Korea University, Seoul, 02841, Republic of Korea
| | - Ji Hye Hong
- New Drug Development Center, Heungdeok-gu, Chungbuk, Cheongju-si, 28160, Korea
| | - Hyo Eun Moon
- Department of Neurosurgery, Cancer Research Institute and Ischemic/Hypoxic Disease Institute, Seoul National University, 28 Yeongeon-dong, Jongno-gu, Seoul, 03080, Korea
- Advanced Institute of Convergence Technology, Seoul National University (SNU), Suwon, 16229, Korea
| | - Yona Kim
- Department of Neurosurgery, Cancer Research Institute and Ischemic/Hypoxic Disease Institute, Seoul National University, 28 Yeongeon-dong, Jongno-gu, Seoul, 03080, Korea
- Advanced Institute of Convergence Technology, Seoul National University (SNU), Suwon, 16229, Korea
| | - Hyeon-Jeong Lee
- Department of Molecular Medicine & Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, 28 Yeongeon-dong, Jongno-gu, Seoul, 03080, Korea
- Doping Control Center, Korea Institute of Science and Technology, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792, Korea
| | - Hophil Min
- Doping Control Center, Korea Institute of Science and Technology, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792, Korea
| | - Hyeonji Park
- New Drug Development Center, Heungdeok-gu, Chungbuk, Cheongju-si, 28160, Korea
| | - Sang Hun Lee
- Department of Chemical and Biological Engineering, Hanbat National University, Daejeon, 34158, Korea
| | - Sun Ha Paek
- Department of Neurosurgery, Cancer Research Institute and Ischemic/Hypoxic Disease Institute, Seoul National University, 28 Yeongeon-dong, Jongno-gu, Seoul, 03080, Korea.
- Advanced Institute of Convergence Technology, Seoul National University (SNU), Suwon, 16229, Korea.
| | - Jonghwa Jin
- New Drug Development Center, Heungdeok-gu, Chungbuk, Cheongju-si, 28160, Korea.
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17
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Batool SM, Yekula A, Khanna P, Hsia T, Gamblin AS, Ekanayake E, Escobedo AK, You DG, Castro CM, Im H, Kilic T, Garlin MA, Skog J, Dinulescu DM, Dudley J, Agrawal N, Cheng J, Abtin F, Aberle DR, Chia D, Elashoff D, Grognan T, Krysan K, Oh SS, Strom C, Tu M, Wei F, Xian RR, Skates SJ, Zhang DY, Trinh T, Watson M, Aft R, Rawal S, Agarwal A, Kesmodel SB, Yang C, Shen C, Hochberg FH, Wong DTW, Patel AA, Papadopoulos N, Bettegowda C, Cote RJ, Srivastava S, Lee H, Carter BS, Balaj L. The Liquid Biopsy Consortium: Challenges and opportunities for early cancer detection and monitoring. Cell Rep Med 2023; 4:101198. [PMID: 37716353 PMCID: PMC10591039 DOI: 10.1016/j.xcrm.2023.101198] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 12/01/2022] [Accepted: 08/22/2023] [Indexed: 09/18/2023]
Abstract
The emerging field of liquid biopsy stands at the forefront of novel diagnostic strategies for cancer and other diseases. Liquid biopsy allows minimally invasive molecular characterization of cancers for diagnosis, patient stratification to therapy, and longitudinal monitoring. Liquid biopsy strategies include detection and monitoring of circulating tumor cells, cell-free DNA, and extracellular vesicles. In this review, we address the current understanding and the role of existing liquid-biopsy-based modalities in cancer diagnostics and monitoring. We specifically focus on the technical and clinical challenges associated with liquid biopsy and biomarker development being addressed by the Liquid Biopsy Consortium, established through the National Cancer Institute. The Liquid Biopsy Consortium has developed new methods/assays and validated existing methods/technologies to capture and characterize tumor-derived circulating cargo, as well as addressed existing challenges and provided recommendations for advancing biomarker assays.
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Affiliation(s)
| | - Anudeep Yekula
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Prerna Khanna
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tiffaney Hsia
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Austin S Gamblin
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Emil Ekanayake
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ana K Escobedo
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dong Gil You
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cesar M Castro
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hyungsoon Im
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tugba Kilic
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Johan Skog
- Exosome Diagnostics Inc., Waltham, MA, USA
| | | | - Jonathan Dudley
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Jordan Cheng
- University of California Los Angeles, Los Angeles, CA, USA
| | | | | | - David Chia
- University of California Los Angeles, Los Angeles, CA, USA
| | - David Elashoff
- University of California Los Angeles, Los Angeles, CA, USA
| | | | | | - Scott S Oh
- University of California Los Angeles, Los Angeles, CA, USA
| | - Charles Strom
- University of California Los Angeles, Los Angeles, CA, USA
| | - Michael Tu
- Liquid Diagnostics LLC., Los Angeles, CA, USA
| | - Fang Wei
- University of California Los Angeles, Los Angeles, CA, USA
| | - Rena R Xian
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Steven J Skates
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Thi Trinh
- Yale University School of Medicine, New Haven, CT, USA
| | - Mark Watson
- Washington University School of Medicine, St. Louis, MO, USA
| | - Rebecca Aft
- Washington University School of Medicine, St. Louis, MO, USA
| | - Siddarth Rawal
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | | | | | | | - Cheng Shen
- California Institute of Technology, Pasadena, CA, USA
| | | | - David T W Wong
- University of California Los Angeles, Los Angeles, CA, USA
| | | | | | | | - Richard J Cote
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | - Sudhir Srivastava
- Cancer Biomarkers Research Group, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD, USA
| | - Hakho Lee
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Bob S Carter
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Leonora Balaj
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
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18
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Yuan J, Xu L, Chien CY, Yang Y, Yue Y, Fadera S, Stark AH, Schwetye KE, Nazeri A, Desai R, Athiraman U, Chaudhuri AA, Chen H, Leuthardt EC. First-in-human prospective trial of sonobiopsy in high-grade glioma patients using neuronavigation-guided focused ultrasound. NPJ Precis Oncol 2023; 7:92. [PMID: 37717084 PMCID: PMC10505140 DOI: 10.1038/s41698-023-00448-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 09/05/2023] [Indexed: 09/18/2023] Open
Abstract
Sonobiopsy is an emerging technology that combines focused ultrasound (FUS) with microbubbles to enrich circulating brain disease-specific biomarkers for noninvasive molecular diagnosis of brain diseases. Here, we report the first-in-human prospective trial of sonobiopsy in high-grade glioma patients to evaluate its feasibility and safety in enriching plasma circulating tumor biomarkers. A nimble FUS device integrated with a clinical neuronavigation system was used to perform sonobiopsy following an established clinical workflow for neuronavigation. Analysis of blood samples collected before and after FUS sonication showed that sonobiopsy enriched plasma circulating tumor DNA (ctDNA), including a maximum increase of 1.6-fold for the mononucleosome cell-free DNA (cfDNA) fragments (120-280 bp), 1.9-fold for the patient-specific tumor variant ctDNA level, and 5.6-fold for the TERT mutation ctDNA level. Histological analysis of surgically resected tumors confirmed the safety of the procedure. Transcriptome analysis of sonicated and nonsonicated tumor tissues found that FUS sonication modulated cell physical structure-related genes. Only 2 out of 17,982 total detected genes related to the immune pathways were upregulated. These feasibility and safety data support the continued investigation of sonobiopsy for noninvasive molecular diagnosis of brain diseases.
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Affiliation(s)
- Jinyun Yuan
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Lu Xu
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Chih-Yen Chien
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Yaoheng Yang
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Yimei Yue
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Siaka Fadera
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Andrew H Stark
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Katherine E Schwetye
- Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Arash Nazeri
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Rupen Desai
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Umeshkumar Athiraman
- Department of Anesthesia, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Aadel A Chaudhuri
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
- Department of Radiation Oncology, Washington University School of Medicine, Saint Louis, MO, 63108, USA
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Computer Science and Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Hong Chen
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA.
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, 63110, USA.
- Division of Neurotechnology, Department of Neurosurgery, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
| | - Eric C Leuthardt
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA.
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, 63110, USA.
- Division of Neurotechnology, Department of Neurosurgery, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
- Department of Neuroscience, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
- Center for Innovation in Neuroscience and Technology, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
- Department of Mechanical Engineering and Materials Science, Washington University in St. Louis, Saint Louis, MO, 63130, USA.
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19
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Müller Bark J, Trevisan França de Lima L, Zhang X, Broszczak D, Leo PJ, Jeffree RL, Chua B, Day BW, Punyadeera C. Proteome profiling of salivary small extracellular vesicles in glioblastoma patients. Cancer 2023; 129:2836-2847. [PMID: 37254878 PMCID: PMC10952188 DOI: 10.1002/cncr.34888] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 04/15/2023] [Accepted: 04/24/2023] [Indexed: 06/01/2023]
Abstract
BACKGROUND Extracellular vesicles (EVs) play a critical role in intercellular communication under physiological and pathological conditions, including cancer. EVs cargo reflects their cell of origin, suggesting their utility as biomarkers. EVs are detected in several biofluids, and their ability to cross the blood-brain barrier has highlighted their potential as prognostic and diagnostic biomarkers in gliomas, including glioblastoma (GBM). Studies have demonstrated the potential clinical utility of plasma-derived EVs in glioma. However, little is known about the clinical utility of saliva-derived EVs in GBM. METHODS Small EVs were isolated from whole mouth saliva of GBM patients pre- and postoperatively. Isolation was performed using differential centrifugation and/or ultracentrifugation. EVs were characterized by concentration, size, morphology, and EVs cell-surface protein markers. Protein cargo in EVs was profiled using mass spectrometry. RESULTS There were no statistically significant differences in size and concentration of EVs derived from pre- and post GBM patients' saliva samples. A higher number of proteins were detected in preoperative samples compared to postoperative samples. The authors found four highly abundant proteins (aldolase A, 14-3-3 protein ε, enoyl CoA hydratase 1, and transmembrane protease serine 11B) in preoperative saliva samples from GBM patients with poor outcomes. Functional enrichment analysis of pre- and postoperative saliva samples showed significant enrichment of several pathways, including those related to the immune system, cell cycle and programmed cell death. CONCLUSIONS This study, for the first time, demonstrates the feasibility of isolating and characterizing small EVs from pre- and postoperative saliva samples from GBM patients. Preliminary findings encourage further large cohort validation studies on salivary small EVs to evaluate prognosis in GBM.
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Affiliation(s)
- Juliana Müller Bark
- Centre for Biomedical TechnologiesThe School of Biomedical SciencesFaculty of HealthQueensland University of TechnologyBrisbaneQueenslandAustralia
- Saliva and Liquid Biopsy Translational LaboratoryGriffith Institute for Drug Discovery Griffith UniversityBrisbaneQueenslandAustralia
- Translational Research InstituteBrisbaneQueenslandAustralia
| | - Lucas Trevisan França de Lima
- Centre for Biomedical TechnologiesThe School of Biomedical SciencesFaculty of HealthQueensland University of TechnologyBrisbaneQueenslandAustralia
- Saliva and Liquid Biopsy Translational LaboratoryGriffith Institute for Drug Discovery Griffith UniversityBrisbaneQueenslandAustralia
- Translational Research InstituteBrisbaneQueenslandAustralia
- Gallipoli Medical Research InstituteGreenslopes Private HospitalBrisbaneQueenslandAustralia
| | - Xi Zhang
- Centre for Biomedical TechnologiesThe School of Biomedical SciencesFaculty of HealthQueensland University of TechnologyBrisbaneQueenslandAustralia
- Saliva and Liquid Biopsy Translational LaboratoryGriffith Institute for Drug Discovery Griffith UniversityBrisbaneQueenslandAustralia
- Translational Research InstituteBrisbaneQueenslandAustralia
| | - Daniel Broszczak
- School of Biomedical SciencesFaculty of HealthQueensland University of TechnologyBrisbaneQueenslandAustralia
| | - Paul J. Leo
- Translational Research InstituteBrisbaneQueenslandAustralia
- Translational Genomics GroupQueensland University of TechnologyTranslational Research InstituteWoolloongabbaQueenslandAustralia
| | - Rosalind L. Jeffree
- Faculty of MedicineUniversity of QueenslandBrisbaneQueenslandAustralia
- Kenneth G. Jamieson Department of NeurosurgeryRoyal Brisbane and Women's HospitalHerstonQueenslandAustralia
| | - Benjamin Chua
- Faculty of MedicineUniversity of QueenslandBrisbaneQueenslandAustralia
- Cancer Care ServicesRoyal Brisbane and Women's HospitalBrisbaneQueenslandAustralia
| | - Bryan W. Day
- Cell and Molecular Biology DepartmentSid Faithfull Brain Cancer LaboratoryQIMR Berghofer MRIBrisbaneQueenslandAustralia
| | - Chamindie Punyadeera
- Centre for Biomedical TechnologiesThe School of Biomedical SciencesFaculty of HealthQueensland University of TechnologyBrisbaneQueenslandAustralia
- Saliva and Liquid Biopsy Translational LaboratoryGriffith Institute for Drug Discovery Griffith UniversityBrisbaneQueenslandAustralia
- Menzies Health Institute (MHIQ)Griffith UniversityGold CoastQueenslandAustralia
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20
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Maalouf KE, Vaine CA, Frederick DM, Yoshinaga A, Obuchi W, Mahjoum S, Nieland L, Al Ali J, Bragg DC, Breakefield XO, Breyne K. Tracking human neurologic disease status in mouse brain/plasma using reporter-tagged, EV-associated biomarkers. Mol Ther 2023; 31:2206-2219. [PMID: 37198883 PMCID: PMC10362415 DOI: 10.1016/j.ymthe.2023.05.011] [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: 11/02/2022] [Revised: 04/17/2023] [Accepted: 05/12/2023] [Indexed: 05/19/2023] Open
Abstract
X-linked dystonia-parkinsonism (XDP) is a neurodegenerative disease caused by a retrotransposon insertion in intron 32 of the TAF1 gene. This insertion causes mis-splicing of intron 32 (TAF1-32i) and reduced TAF1 levels. TAF1-32i transcript is unique to XDP patient cells and can be detected in their extracellular vesicles (EVs). We engrafted patient and control iPSC-derived neural progenitor cells (hNPCs) into the striatum of mice. To track TAF1-32i transcript spread by EVs, we transduced the brain-implanted hNPCs with a lentiviral construct called ENoMi, which consists of a re-engineered tetraspanin scaffold tagged with bioluminescent and fluorescent reporter proteins under an EF-1α promoter. Alongside this improved detection in ENoMi-hNPCs-derived EVs, their surface allows specific immunocapture purification, thereby facilitating TAF1-32i analysis. Using this ENoMi-labeling method, TAF1-32i was demonstrated in EVs released from XDP hNPCs implanted in mouse brains. Post-implantation of ENoMi-XDP hNPCs, TAF1-32i transcript was retrieved in EVs isolated from mouse brain and blood, and levels increased over time in plasma. We compared and combined our EV isolation technique to analyze XDP-derived TAF1-32i with other techniques, including size exclusion chromatography and Exodisc. Overall, our study demonstrates the successful engraftment of XDP patient-derived hNPCs in mice as a tool for monitoring disease markers with EVs.
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Affiliation(s)
- Katia E Maalouf
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; The Collaborative Center for X-linked Dystonia-Parkinsonism, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Christine A Vaine
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; The Collaborative Center for X-linked Dystonia-Parkinsonism, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Dawn M Frederick
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Akiko Yoshinaga
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Wataru Obuchi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Shadi Mahjoum
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Lisa Nieland
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Jamal Al Ali
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - D Cristopher Bragg
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; The Collaborative Center for X-linked Dystonia-Parkinsonism, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Xandra O Breakefield
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; The Collaborative Center for X-linked Dystonia-Parkinsonism, Massachusetts General Hospital, Charlestown, MA 02129, USA; Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston, MA 02114, USA.
| | - Koen Breyne
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston, MA 02114, USA.
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21
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Khalili N, Kazerooni AF, Familiar A, Haldar D, Kraya A, Foster J, Koptyra M, Storm PB, Resnick AC, Nabavizadeh A. Radiomics for characterization of the glioma immune microenvironment. NPJ Precis Oncol 2023; 7:59. [PMID: 37337080 DOI: 10.1038/s41698-023-00413-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 06/02/2023] [Indexed: 06/21/2023] Open
Abstract
Increasing evidence suggests that besides mutational and molecular alterations, the immune component of the tumor microenvironment also substantially impacts tumor behavior and complicates treatment response, particularly to immunotherapies. Although the standard method for characterizing tumor immune profile is through performing integrated genomic analysis on tissue biopsies, the dynamic change in the immune composition of the tumor microenvironment makes this approach not feasible, especially for brain tumors. Radiomics is a rapidly growing field that uses advanced imaging techniques and computational algorithms to extract numerous quantitative features from medical images. Recent advances in machine learning methods are facilitating biological validation of radiomic signatures and allowing them to "mine" for a variety of significant correlates, including genetic, immunologic, and histologic data. Radiomics has the potential to be used as a non-invasive approach to predict the presence and density of immune cells within the microenvironment, as well as to assess the expression of immune-related genes and pathways. This information can be essential for patient stratification, informing treatment decisions and predicting patients' response to immunotherapies. This is particularly important for tumors with difficult surgical access such as gliomas. In this review, we provide an overview of the glioma microenvironment, describe novel approaches for clustering patients based on their tumor immune profile, and discuss the latest progress on utilization of radiomics for immune profiling of glioma based on current literature.
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Affiliation(s)
- Nastaran Khalili
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Anahita Fathi Kazerooni
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
- AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ariana Familiar
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Debanjan Haldar
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Institute of Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Adam Kraya
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jessica Foster
- Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Mateusz Koptyra
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Phillip B Storm
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Adam C Resnick
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ali Nabavizadeh
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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22
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Muller Bark J, Karpe AV, Doecke JD, Leo P, Jeffree RL, Chua B, Day BW, Beale DJ, Punyadeera C. A pilot study: Metabolic profiling of plasma and saliva samples from newly diagnosed glioblastoma patients. Cancer Med 2023; 12:11427-11437. [PMID: 37031458 PMCID: PMC10242862 DOI: 10.1002/cam4.5857] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/04/2023] [Accepted: 03/14/2023] [Indexed: 04/11/2023] Open
Abstract
BACKGROUND Despite aggressive treatment, more than 90% of glioblastoma (GBM) patients experience recurrences. GBM response to therapy is currently assessed by imaging techniques and tissue biopsy. However, difficulties with these methods may cause misinterpretation of treatment outcomes. Currently, no validated therapy response biomarkers are available for monitoring GBM progression. Metabolomics holds potential as a complementary tool to improve the interpretation of therapy responses to help in clinical interventions for GBM patients. METHODS Saliva and blood from GBM patients were collected pre and postoperatively. Patients were stratified conforming their progression-free survival (PFS) into favourable or unfavourable clinical outcomes (>9 months or PFS ≤ 9 months, respectively). Analysis of saliva (whole-mouth and oral rinse) and plasma samples was conducted utilising LC-QqQ-MS and LC-QTOF-MS to determine the metabolomic and lipidomic profiles. The data were investigated using univariate and multivariate statistical analyses and graphical LASSO-based graphic network analyses. RESULTS Altogether, 151 metabolites and 197 lipids were detected within all saliva and plasma samples. Among the patients with unfavourable outcomes, metabolites such as cyclic-AMP, 3-hydroxy-kynurenine, dihydroorotate, UDP and cis-aconitate were elevated, compared to patients with favourable outcomes during pre-and post-surgery. These metabolites showed to impact the pentose phosphate and Warburg effect pathways. The lipid profile of patients who experienced unfavourable outcomes revealed a higher heterogeneity in the abundance of lipids and fewer associations between markers in contrast to the favourable outcome group. CONCLUSION Our findings indicate that changes in salivary and plasma metabolites in GBM patients can potentially be employed as less invasive prognostic biomarkers/biomarker panel but validation with larger cohorts is required.
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Affiliation(s)
- Juliana Muller Bark
- Faculty of Health, Centre for Biomedical TechnologiesSchool of Biomedical Sciences, Queensland University of TechnologyBrisbaneQueenslandAustralia
- Saliva and Liquid Biopsy Translational LaboratoryGriffith Institute for Drug Discovery – Griffith UniversityBrisbaneQueenslandAustralia
- Faculty of HealthSchool of Biomedical Sciences, Queensland University of TechnologyGardens PointQueenslandAustralia
| | - Avinash V. Karpe
- Environment, Commonwealth Scientific and Industrial Research Organization (CSIRO), Ecosciences PrecinctDutton ParkQueenslandAustralia
- Agriculture and FoodCommonwealth Scientific and Industrial Research Organization (CSIRO)ActonAustralian Capital TerritoryAustralia
| | - James D. Doecke
- Australian eHealth Research Centre, CSIRO. Level 7, Surgical Treatment and Rehabilitation Service – STARSRoyal Brisbane and Women's HospitalHerstonQueenslandAustralia
| | - Paul Leo
- Faculty of HealthSchool of Biomedical Sciences, Queensland University of TechnologyGardens PointQueenslandAustralia
- Faculty of Health, Translational Genomics GroupSchool of Biomedical Sciences, Queensland University of TechnologyWoolloongabbaAustralia
| | - Rosalind L. Jeffree
- QIMR Berghofer Medical Research InstituteHerstonQueenslandAustralia
- Faculty of MedicineUniversity of QueenslandHerstonQueenslandAustralia
- Kenneth G. Jamieson Department of NeurosurgeryRoyal Brisbane and Women's HospitalBrisbaneQueenslandAustralia
- Cell and Molecular Biology Department, Sid Faithfull Brain Cancer LaboratoryQIMR Berghofer MRIBrisbaneQueenslandAustralia
| | - Benjamin Chua
- Faculty of MedicineUniversity of QueenslandHerstonQueenslandAustralia
- Cancer Care ServicesRoyal Brisbane and Women's HospitalBrisbaneQueenslandAustralia
| | - Bryan W. Day
- Faculty of HealthSchool of Biomedical Sciences, Queensland University of TechnologyGardens PointQueenslandAustralia
- Faculty of MedicineUniversity of QueenslandHerstonQueenslandAustralia
- Cell and Molecular Biology Department, Sid Faithfull Brain Cancer LaboratoryQIMR Berghofer MRIBrisbaneQueenslandAustralia
| | - David J. Beale
- Environment, Commonwealth Scientific and Industrial Research Organization (CSIRO), Ecosciences PrecinctDutton ParkQueenslandAustralia
| | - Chamindie Punyadeera
- Saliva and Liquid Biopsy Translational LaboratoryGriffith Institute for Drug Discovery – Griffith UniversityBrisbaneQueenslandAustralia
- Menzies Health Institute, Griffith UniversitySouthportQueenslandAustralia
- Translational Research InstituteWoolloongabbaQueenslandAustralia
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23
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Li M, Li L, Zheng J, Li Z, Li S, Wang K, Chen X. Liquid biopsy at the frontier in renal cell carcinoma: recent analysis of techniques and clinical application. Mol Cancer 2023; 22:37. [PMID: 36810071 PMCID: PMC9942319 DOI: 10.1186/s12943-023-01745-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 02/11/2023] [Indexed: 02/23/2023] Open
Abstract
Renal cell carcinoma (RCC) is a major pathological type of kidney cancer and is one of the most common malignancies worldwide. The unremarkable symptoms of early stages, proneness to postoperative metastasis or recurrence, and low sensitivity to radiotherapy and chemotherapy pose a challenge for the diagnosis and treatment of RCC. Liquid biopsy is an emerging test that measures patient biomarkers, including circulating tumor cells, cell-free DNA/cell-free tumor DNA, cell-free RNA, exosomes, and tumor-derived metabolites and proteins. Owing to its non-invasiveness, liquid biopsy enables continuous and real-time collection of patient information for diagnosis, prognostic assessment, treatment monitoring, and response evaluation. Therefore, the selection of appropriate biomarkers for liquid biopsy is crucial for identifying high-risk patients, developing personalized therapeutic plans, and practicing precision medicine. In recent years, owing to the rapid development and iteration of extraction and analysis technologies, liquid biopsy has emerged as a low cost, high efficiency, and high accuracy clinical detection method. Here, we comprehensively review liquid biopsy components and their clinical applications over the past 5 years. Additionally, we discuss its limitations and predict its future prospects.
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Affiliation(s)
- Mingyang Li
- grid.412467.20000 0004 1806 3501Department of Urology, Shengjing Hospital of China Medical University, No. 36 Sanhao Street, Heping District, Liaoning Shenyang, 110004 People’s Republic of China
| | - Lei Li
- grid.412467.20000 0004 1806 3501Department of Urology, Shengjing Hospital of China Medical University, No. 36 Sanhao Street, Heping District, Liaoning Shenyang, 110004 People’s Republic of China
| | - Jianyi Zheng
- grid.412467.20000 0004 1806 3501Department of Urology, Shengjing Hospital of China Medical University, No. 36 Sanhao Street, Heping District, Liaoning Shenyang, 110004 People’s Republic of China
| | - Zeyu Li
- grid.412467.20000 0004 1806 3501Department of Urology, Shengjing Hospital of China Medical University, No. 36 Sanhao Street, Heping District, Liaoning Shenyang, 110004 People’s Republic of China
| | - Shijie Li
- Department of Urology, Shengjing Hospital of China Medical University, No. 36 Sanhao Street, Heping District, Liaoning, Shenyang, 110004, People's Republic of China.
| | - Kefeng Wang
- Department of Urology, Shengjing Hospital of China Medical University, No. 36 Sanhao Street, Heping District, Liaoning, Shenyang, 110004, People's Republic of China.
| | - Xiaonan Chen
- Department of Urology, Shengjing Hospital of China Medical University, No. 36 Sanhao Street, Heping District, Liaoning, Shenyang, 110004, People's Republic of China.
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24
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Cardiovascular Disease as a Consequence or a Cause of Cancer: Potential Role of Extracellular Vesicles. Biomolecules 2023; 13:biom13020321. [PMID: 36830690 PMCID: PMC9953640 DOI: 10.3390/biom13020321] [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: 12/07/2022] [Revised: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 02/11/2023] Open
Abstract
Both cardiovascular disease and cancer continue to be causes of morbidity and mortality all over the world. Preventing and treating heart disease in patients undergoing cancer treatment remain an important and ongoing challenge for improving the lives of cancer patients, but also for their survival. Despite ongoing efforts to improve patient survival, minimal advances have been made in the early detection of cardiovascular disease in patients suffering from cancer. Understanding the communication between cancer and cardiovascular disease can be based on a deeper knowledge of the molecular mechanisms that define the profile of the bilateral network and establish disease-specific biomarkers and therapeutic targets. The role of exosomes, microvesicles, and apoptotic bodies, together defined as extracellular vesicles (EVs), in cross talk between cardiovascular disease and cancer is in an incipient form of research. Here, we will discuss the preclinical evidence on the bilateral connection between cancer and cardiovascular disease (especially early cardiac changes) through some specific mediators such as EVs. Investigating EV-based biomarkers and therapies may uncover the responsible mechanisms, detect the early stages of cardiovascular damage and elucidate novel therapeutic approaches. The ultimate goal is to reduce the burden of cardiovascular diseases by improving the standard of care in oncological patients treated with anticancer drugs or radiotherapy.
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25
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Eyraud R, Ayache S, Tsvetkov PO, Kalidindi SS, Baksheeva VE, Boissonneau S, Jiguet-Jiglaire C, Appay R, Nanni-Metellus I, Chinot O, Devred F, Tabouret E. Plasma nanoDSF Denaturation Profile at Baseline Is Predictive of Glioblastoma EGFR Status. Cancers (Basel) 2023; 15:cancers15030760. [PMID: 36765718 PMCID: PMC9913157 DOI: 10.3390/cancers15030760] [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: 10/09/2022] [Revised: 01/05/2023] [Accepted: 01/18/2023] [Indexed: 01/28/2023] Open
Abstract
Glioblastoma (GBM) is the most frequent and aggressive primary brain tumor in adults. Recently, we demonstrated that plasma denaturation profiles of glioblastoma patients obtained using Differential Scanning Fluorimetry can be automatically distinguished from healthy controls with the help of Artificial Intelligence (AI). Here, we used a set of machine-learning algorithms to automatically classify plasma denaturation profiles of glioblastoma patients according to their EGFR status. We found that Adaboost AI is able to discriminate EGFR alterations in GBM with an 81.5% accuracy. Our study shows that the use of these plasma denaturation profiles could answer the unmet neuro-oncology need for diagnostic predictive biomarker in combination with brain MRI and clinical data, in order to allow for a rapid orientation of patients for a definitive pathological diagnosis and then treatment. We complete this study by showing that discriminating another mutation, MGMT, seems harder, and that post-surgery monitoring using our approach is not conclusive in the 48 h that follow the surgery.
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Affiliation(s)
- Rémi Eyraud
- Laboratoire Hubert Curien UMR 5516, UJM-Saint-Etienne, University Lyon, CNRS, 42000 Saint Etienne, France
| | | | - Philipp O. Tsvetkov
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Plateforme Interactome Timone, PINT, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, 13005 Marseille, France
| | - Shanmugha Sri Kalidindi
- Laboratoire Hubert Curien UMR 5516, UJM-Saint-Etienne, University Lyon, CNRS, 42000 Saint Etienne, France
| | - Viktoriia E. Baksheeva
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
| | | | - Carine Jiguet-Jiglaire
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Department of Anatomopathology, Timone Hospital, APHM, 13005 Marseille, France
| | - Romain Appay
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Department of Anatomopathology, Timone Hospital, APHM, 13005 Marseille, France
| | | | - Olivier Chinot
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Service de Neurooncologie, CHU Timone, APHM, 13005 Marseille, France
| | - François Devred
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Plateforme Interactome Timone, PINT, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, 13005 Marseille, France
- Correspondence: (F.D.); (E.T.)
| | - Emeline Tabouret
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Service de Neurooncologie, CHU Timone, APHM, 13005 Marseille, France
- Correspondence: (F.D.); (E.T.)
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26
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Recent insights into the roles of circular RNAs in human brain development and neurologic diseases. Int J Biol Macromol 2023; 225:1038-1048. [PMID: 36410538 DOI: 10.1016/j.ijbiomac.2022.11.166] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 11/16/2022] [Indexed: 11/20/2022]
Abstract
Circular RNAs (circRNAs) are a novel class of non-coding RNAs. They are single-stranded RNA transcripts characterized with a closed loop structure making them resistant to degrading enzymes. Recently, circRNAs have been suggested with regulatory roles in gene expression involved in controlling various biological processes. Notably, they have demonstrated abundance, dynamic expression, back-splicing events, and spatiotemporally regulation in the human brain. Accordingly, they are expected to be involved in brain functions and related diseases. Studies in animals and human brain have revealed differential expression of circRNAs in brain compartments. Interestingly, contributing roles of circRNAs in the regulation of central nervous system (CNS) development have been demonstrated in a number of studies. It has been proposed that circRNAs play role in substantial neurological functions like neurotransmitter-associated tasks, neural cells maturation, and functions of synapses. Furthermore, 3 main pathways have been identified in association with circRNAs's host genes including axon guidance, Wnt signaling, and transforming growth factor beta (TGF-β) signaling pathways, which are known to be involved in substantial functions like migration and differentiation of neurons and specification of axons, and thus play role in brain development. In this review, we have an overview to the biogenesis, biological functions of circRNAs, and particularly their roles in human brain development and the pathogenesis of neurodegenerative diseases including Alzheimer's diseases, multiple sclerosis, Parkinson's disease and brain tumors.
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Saha S, Sachdev M, Mitra SK. Recent advances in label-free optical, electrochemical, and electronic biosensors for glioma biomarkers. BIOMICROFLUIDICS 2023; 17:011502. [PMID: 36844882 PMCID: PMC9949901 DOI: 10.1063/5.0135525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 02/06/2023] [Indexed: 06/18/2023]
Abstract
Gliomas are the most commonly occurring primary brain tumor with poor prognosis and high mortality rate. Currently, the diagnostic and monitoring options for glioma mainly revolve around imaging techniques, which often provide limited information and require supervisory expertise. Liquid biopsy is a great alternative or complementary monitoring protocol that can be implemented along with other standard diagnosis protocols. However, standard detection schemes for sampling and monitoring biomarkers in different biological fluids lack the necessary sensitivity and ability for real-time analysis. Lately, biosensor-based diagnostic and monitoring technology has attracted significant attention due to several advantageous features, including high sensitivity and specificity, high-throughput analysis, minimally invasive, and multiplexing ability. In this review article, we have focused our attention on glioma and presented a literature survey summarizing the diagnostic, prognostic, and predictive biomarkers associated with glioma. Further, we discussed different biosensory approaches reported to date for the detection of specific glioma biomarkers. Current biosensors demonstrate high sensitivity and specificity, which can be used for point-of-care devices or liquid biopsies. However, for real clinical applications, these biosensors lack high-throughput and multiplexed analysis, which can be achieved via integration with microfluidic systems. We shared our perspective on the current state-of-the-art different biosensor-based diagnostic and monitoring technologies reported and the future research scopes. To the best of our knowledge, this is the first review focusing on biosensors for glioma detection, and it is anticipated that the review will offer a new pathway for the development of such biosensors and related diagnostic platforms.
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Affiliation(s)
| | - Manoj Sachdev
- Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
| | - Sushanta K. Mitra
- Micro and Nanoscale Transport Laboratory, Department of Mechanical and Mechatronics Engineering, Waterloo Institute for Nanotechnology, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
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Wang H, Wang L, Fang C, Li C, Zhang L. Comparison of the diagnostic value of liquid biopsy in leptomeningeal metastases: A systematic review and meta-analysis. Front Oncol 2022; 12:1079796. [PMID: 36601482 PMCID: PMC9806138 DOI: 10.3389/fonc.2022.1079796] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 11/30/2022] [Indexed: 12/23/2022] Open
Abstract
Background Brain metastases (BM) include brain parenchymal (BPM) and leptomeningeal metastases (LM), which are associated with a poor prognosis and high mortality rate. Early and accurate diagnosis and timely, effective treatment are crucial for improving the overall survival of LM patients. Cerebrospinal fluid (CSF) biopsy technology has attracted widespread attention for its diagnostic value in diverse cancers, including LM. We summarized studies to compare the potential diagnostic value of CSF liquid biopsy techniques in BM patients with meta-analysis. Methods The study protocol was prospectively registered in PROSPERO, registration number CRD42022373263. We obtained the literature on liquid biopsy for BM from 7 databases (PubMed, Embase, Cochrane Library, Web of Science, China National Knowledge Infrastructure, and Wanfang Data knowledge service platform). Then, a systematic review of those studies was performed according to PRISMA criteria. Results Nine publications have been obtained, and we found CSF liquid biopsy techniques to be more suitable for diagnosing LM. We analyzed the sensitivity, specificity, and area under the curve (AUC) of CSF liquid biopsy. The overall sensitivity, specificity, and AUC of CSF liquid biopsy in the diagnosis of LM were 0.65 (95% CI: 0.48 - 0.79), 0.70 (95% CI: 0.50 - 0.86), and 0.69, respectively. Then, we compared the diagnostic advantages of CSF liquid biopsy techniques and CSF cytology in LM. The results show that CSF liquid biopsy is superior to CSF cytology in LM diagnosis. Conclusions Our meta-analysis suggested that CSF liquid biopsy is more suitable for LM diagnosis and has higher accuracy than CSF cytology.
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Affiliation(s)
- Hanbin Wang
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China
| | - Luxuan Wang
- Department of Neurological Function Examination, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China
| | - Chuan Fang
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Postdoctoral Research Station of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Key Laboratory of Precise Diagnosis and Treatment of Glioma in Hebei Province, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,*Correspondence: Lijian Zhang, ; Chunhui Li, ; Chuan Fang,
| | - Chunhui Li
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,*Correspondence: Lijian Zhang, ; Chunhui Li, ; Chuan Fang,
| | - Lijian Zhang
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Postdoctoral Research Station of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Key Laboratory of Precise Diagnosis and Treatment of Glioma in Hebei Province, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,*Correspondence: Lijian Zhang, ; Chunhui Li, ; Chuan Fang,
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MicroRNAs as potential diagnostic markers of glial brain tumors. Noncoding RNA Res 2022; 7:242-247. [PMID: 36203525 PMCID: PMC9519791 DOI: 10.1016/j.ncrna.2022.09.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 09/19/2022] [Accepted: 09/19/2022] [Indexed: 11/20/2022] Open
Abstract
Gliomas are the most invasive brain tumors characterized by high mortality and recurrence rates. Glioblastoma (GBM), a grade IV brain tumor, is known for its heterogeneity and resistance to therapy. Modern diagnostics of various forms of malignant brain tumors is carried out mainly by imaging methods, such as magnetic resonance imaging, electroencephalography, positron emission tomography, and tumor biopsy is also used. The disadvantages of these methods are their inaccuracy and invasiveness, which entails certain risks for the patient's health, so modern science has stepped up the search for more reliable and safe methods for diagnosing gliomas, including the search for novel biomarkers. MicroRNA (miRNAs), a class of small non-coding RNA, perform the most important functions in various biological processes. In recent years, great progress in the study of miRNAs paths associated with the GBM pathogenesis has been achieved. MiRNAs molecules were identified as diagnostic and prognostic biomarkers, and can also serve as therapeutic targets and agents. This review provides current knowledge about the role of miRNAs in the pathogenesis of glial brain tumors, as well as the potential use of miRNAs as diagnostic and therapeutic targets for gliomas.
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Hsia T, Yekula A, Batool SM, Rosenfeld YB, You DG, Weissleder R, Lee H, Carter BS, Balaj L. Glioblastoma-derived extracellular vesicle subpopulations following 5-aminolevulinic acid treatment bear diagnostic implications. J Extracell Vesicles 2022; 11:e12278. [PMID: 36404434 PMCID: PMC9676504 DOI: 10.1002/jev2.12278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 09/13/2022] [Accepted: 10/17/2022] [Indexed: 11/22/2022] Open
Abstract
Liquid biopsy is a minimally invasive alternative to surgical biopsy, encompassing different analytes including extracellular vesicles (EVs), circulating tumour cells (CTCs), circulating tumour DNA (ctDNA), proteins, and metabolites. EVs are released by virtually all cells, but at a higher rate by faster cycling, malignant cells. They encapsulate cargo native to the originating cell and can thus provide a window into the tumour landscape. EVs are often analysed in bulk which hinders the analysis of rare, tumour-specific EV subpopulations from the large host EV background. Here, we fractionated EV subpopulations in vitro and in vivo and characterized their phenotype and generic cargo. We used 5-aminolevulinic acid (5-ALA) to induce release of endogenously fluorescent tumour-specific EVs (EVPpIX ). Analysis of five different subpopulations (EVPpIX , EVCD63 , EVCD9 , EVEGFR , EVCFDA ) from glioblastoma (GBM) cell lines revealed unique transcriptome profiles, with the EVPpIX transcriptome demonstrating closer alignment to tumorigenic processes over the other subpopulations. Similarly, isolation of tumour-specific EVs from GBM patient plasma showed enrichment in GBM-associated genes, when compared to bulk EVs from plasma. We propose that fractionation of EV populations facilitates detection and isolation of tumour-specific EVs for disease monitoring.
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Affiliation(s)
- Tiffaney Hsia
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Anudeep Yekula
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - S. Maheen Batool
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Yulia B. Rosenfeld
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Dong Gil You
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
- Center for Systems BiologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Ralph Weissleder
- Center for Systems BiologyMassachusetts General HospitalBostonMassachusettsUSA
- Department of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Hakho Lee
- Center for Systems BiologyMassachusetts General HospitalBostonMassachusettsUSA
- Department of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Bob S. Carter
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Leonora Balaj
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
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Abstract
Over the last decade, molecular markers have become an integral part in the management of Central Nervous System (CNS) tumors. Somatic mutations that identify and prognosticate tumors are also detected in the bio-fluids especially the serum and CSF; the sampling of which is known as liquid biopsy (LB). These tumor-derived biomarkers include plasma circulating tumor cells (CTCs), cell-free DNA (cf/ctDNAs), circulating cell-free microRNAs (cfmiRNAs), circulating extracellular vesicles, or exosomes (EVs), proteins, and tumor educated platelets. Established in the management of other malignancies, liquid biopsy is becoming an important tool in the management of CNS tumors as well. This review presents a snapshot of the current state of LB research its potential and the possible pitfalls.
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Affiliation(s)
- Amitava Ray
- Senior Consultant Neurosurgeon, Department of Neurosciences, Apollo Health City and Apollo Secunderabad, Hyderabad 500089, Telangana, India
| | - Tarang K Vohra
- Consultant Neurosurgeon, Department of Neurosciences, Apollo Health City, Hyderabad 500089, Telangana, India
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32
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Karele EN, Paze AN. Chordoma: To know means to recognize. Biochim Biophys Acta Rev Cancer 2022; 1877:188796. [PMID: 36089204 DOI: 10.1016/j.bbcan.2022.188796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/13/2022] [Accepted: 09/03/2022] [Indexed: 10/14/2022]
Abstract
Chordoma is a rare type of bone cancer characterized by its locally aggressive and destructive behavior. Chordoma is located in one of the three primary regions: skull base/clivus, sacrum or mobile spine. Chordoma grows slowly, therefore its insidious onset leads to delayed diagnosis, accounting for the low survival rates. Treatment centers around successful en bloc resection with negative margins, though, considering the anatomically constrained site of growth, it frequently requires adjuvant radiotherapy. This article analyzes the existing literature with the aim to provide a better insight in the current state of research in chordoma classification, characteristics, and management.
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Affiliation(s)
- Emija Nikola Karele
- Faculty of Medicine, Riga Stradins University, 16 Dzirciema Street, Riga LV-1007, Latvia.
| | - Anda Nikola Paze
- Faculty of Medicine, Riga Stradins University, 16 Dzirciema Street, Riga LV-1007, Latvia.
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Marx S, Godicelj A, Wucherpfennig KW. A Conceptual Framework for Inducing T Cell-Mediated Immunity Against Glioblastoma. Semin Immunopathol 2022; 44:697-707. [PMID: 35505129 PMCID: PMC9942346 DOI: 10.1007/s00281-022-00945-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 04/20/2022] [Indexed: 12/12/2022]
Abstract
Glioblastoma is a highly aggressive brain tumor with limited treatment options. Several major challenges have limited the development of novel therapeutics, including the extensive heterogeneity of tumor cell states within each glioblastoma and the ability of glioma cells to diffusely infiltrate into neighboring healthy brain tissue, including the contralateral hemisphere. A T cell-mediated immune response could deal with these challenges based on the ability of polyclonal T cell populations to recognize diverse tumor antigens and perform surveillance throughout tissues. Here we will discuss the major pathways that inhibit T cell-mediated immunity against glioblastoma, with an emphasis on receptor-ligand systems by which glioma cells and recruited myeloid cells inhibit T cell function. A related challenge is that glioblastomas tend to be poorly infiltrated by T cells, which is not only caused by inhibitory molecular pathways but also currently utilized drugs, in particular high-dose corticosteroids that kill activated, proliferating T cells. We will discuss innovative approaches to induce glioblastoma-directed T cell responses, including neoantigen-based vaccines and sophisticated CAR T cell approaches that can target heterogeneous glioblastoma cell populations. Finally, we will propose a conceptual framework for the future development of T cell-based immunotherapies for glioblastoma.
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Affiliation(s)
- Sascha Marx
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA,Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Anze Godicelj
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA,Program in Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Kai W. Wucherpfennig
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA,Department of Immunology, Harvard Medical School, Boston, MA 02115, USA,Program in Immunology, Harvard Medical School, Boston, MA 02115, USA,Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02215, USA
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Vijayan A, Fatima S, Sowmya A, Vafaee F. Blood-based transcriptomic signature panel identification for cancer diagnosis: benchmarking of feature extraction methods. Brief Bioinform 2022; 23:6658855. [PMID: 35945147 DOI: 10.1093/bib/bbac315] [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: 03/01/2022] [Revised: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 11/13/2022] Open
Abstract
Liquid biopsy has shown promise for cancer diagnosis due to its minimally invasive nature and the potential for novel biomarker discovery. However, the low concentration of relevant blood-based biosources and the heterogeneity of samples (i.e. the variability of relative abundance of molecules identified), pose major challenges to biomarker discovery. Moreover, the number of molecular measurements or features (e.g. transcript read counts) per sample could be in the order of several thousand, whereas the number of samples is often substantially lower, leading to the curse of dimensionality. These challenges, among others, elucidate the importance of a robust biomarker panel identification or feature extraction step wherein relevant molecular measurements are identified prior to classification for cancer detection. In this work, we performed a benchmarking study on 12 feature extraction methods using transcriptomic profiles derived from different blood-based biosources. The methods were assessed both in terms of their predictive performance and the robustness of the biomarker panels in diagnosing cancer or stratifying cancer subtypes. While performing the comparison, the feature extraction methods are categorized into feature subset selection methods and transformation methods. A transformation feature extraction method, namely partial least square discriminant analysis, was found to perform consistently superior in terms of classification performance. As part of the benchmarking study, a generic pipeline has been created and made available as an R package to ensure reproducibility of the results and allow for easy extension of this study to other datasets (https://github.com/VafaeeLab/bloodbased-pancancer-diagnosis).
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Affiliation(s)
- Abhishek Vijayan
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW, Australia.,School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Shadma Fatima
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW, Australia.,Ingham Institute, NSW, Australia
| | - Arcot Sowmya
- School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia.,UNSW Data Science Hub, University of New South Wales, Sydney, NSW, Australia
| | - Fatemeh Vafaee
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW, Australia.,UNSW Data Science Hub, University of New South Wales, Sydney, NSW, Australia
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35
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Liquid Biopsy in Glioblastoma. Cancers (Basel) 2022; 14:cancers14143394. [PMID: 35884454 PMCID: PMC9323318 DOI: 10.3390/cancers14143394] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/10/2022] [Accepted: 07/11/2022] [Indexed: 12/27/2022] Open
Abstract
Simple Summary Glioblastoma is the most common and malignant primary brain tumor. Despite intensive research for new treatments, the survival of patients has not significantly improved in recent decades. Currently, glioblastoma is mainly diagnosed by neuroimaging techniques followed by histopathological and molecular analysis of the resected or biopsied tissue. Both imaging and tissue-based methods have, despite their advantages, some important limitations highlighting the necessity for alternative techniques such as liquid biopsy. It appears as an attractive and non-invasive alternative to support the diagnosis and the follow-up of patients with glioblastoma and to identify early recurrence. Liquid biopsy, primarily through blood tests, involves the detection and quantification of tumoral content released by tumors into the biofluids. The aim of the present review is to discuss the biological bases, the advantages, and the disadvantages of the most important circulating biomarkers so far proposed for glioblastoma. Abstract Glioblastoma (GBM) is the most common and aggressive primary brain tumor. Despite recent advances in therapy modalities, the overall survival of GBM patients remains poor. GBM diagnosis relies on neuroimaging techniques. However, confirmation via histopathological and molecular analysis is necessary. Given the intrinsic limitations of such techniques, liquid biopsy (mainly via blood samples) emerged as a non-invasive and easy-to-implement alternative that could aid in both the diagnosis and the follow-up of GBM patients. Cancer cells release tumoral content into the bloodstream, such as circulating tumor DNA, circulating microRNAs, circulating tumor cells, extracellular vesicles, or circulating nucleosomes: all these could serve as a marker of GBM. In this narrative review, we discuss the current knowledge, the advantages, and the disadvantages of each circulating biomarker so far proposed.
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Yekula A, Tracz J, Rincon-Torroella J, Azad T, Bettegowda C. Single-Cell RNA Sequencing of Cerebrospinal Fluid as an Advanced Form of Liquid Biopsy for Neurological Disorders. Brain Sci 2022; 12:brainsci12070812. [PMID: 35884620 PMCID: PMC9313114 DOI: 10.3390/brainsci12070812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 06/17/2022] [Accepted: 06/18/2022] [Indexed: 11/16/2022] Open
Abstract
Diagnosis and longitudinal monitoring of neurological diseases are limited by the poor specificity and limited resolution of currently available techniques. Analysis of circulating cells in cerebrospinal fluid (CSF) has emerged as a promising strategy for the diagnosis, molecular characterization, and monitoring of neurological disease. In comparison to bulk sequencing analysis, single-cell sequencing studies can provide novel insights into rare cell populations and uncover heterogeneity in gene expression at a single-cell resolution, which has several implications for understanding disease pathology and treatment. Parallel development of standardized biofluid collection protocols, pre-processing strategies, reliable single-cell isolation strategies, downstream genomic analysis, and robust computational analysis is paramount for comprehensive single-cell sequencing analysis. Here we perform a comprehensive review of studies focusing on single-cell sequencing of cells in the CSF of patients with oncological or non-oncological diseases of the central nervous system.
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Affiliation(s)
- Anudeep Yekula
- Department of Surgery, Yale School of Medicine, New Haven, CT 06510, USA;
| | - Jovanna Tracz
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; (J.T.); (J.R.-T.); (T.A.)
| | - Jordina Rincon-Torroella
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; (J.T.); (J.R.-T.); (T.A.)
| | - Tej Azad
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; (J.T.); (J.R.-T.); (T.A.)
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; (J.T.); (J.R.-T.); (T.A.)
- Correspondence:
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Wang Z, Li J, Yuan Y, Li T, Zuo M, Liu Y. Prognostic significance of preoperative systemic inflammation response index in newly diagnosed glioblastoma patients underwent gross total resection: a propensity score matching analysis. World J Surg Oncol 2022; 20:137. [PMID: 35488347 PMCID: PMC9052476 DOI: 10.1186/s12957-022-02588-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 04/02/2022] [Indexed: 02/08/2023] Open
Abstract
Background Glioblastoma (GBM) is the most frequent and lethal brain tumor, which possesses highly malignant characteristics and predominates in elder patients. Systemic inflammatory response index (SIRI) is a novel prognostic marker from peripheral blood, which is defined as neutrophil count × monocyte count/lymphocyte count. In the current research, we aim to explore the relationship between SIRI and newly diagnosed GBM underwent gross total resection (GTR). Methods A retrospective analysis was conducted on consecutive newly diagnosed GBM patients underwent operation at West China Hospital from March 2015 to January 2019. X-tile software was used to determine the optimal cut-off values of SIRI, and neutrophil to lymphocyte ratio (NLR). All statistical analyses were performed using SPSS software and R software. Propensity score matching (PSM) was conducted to adjust for imbalance of all potential confounding covariates. Results The current research included a total of 291 consecutive newly diagnosed GBM patients underwent gross total resection. Among them, 186 were male patients and 105 were female patients. In original cohort, only gender was evidently related to SIRI level. SIRI and NLR were independent prognostic indicators both in original cohort and PSM cohort. Prognostic models based on the independent prognostic factors were established, and prognostic capacity of Model SIRI was superior to Model NLR. Conclusion In the current research, SIRI was determined to be an independent prognostic indicator for GBM. And the prognostic predictive ability of SIRI was stronger than NLR. Supplementary Information The online version contains supplementary material available at 10.1186/s12957-022-02588-0.
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Affiliation(s)
- Zhihao Wang
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China
| | - Junhong Li
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China
| | - Yunbo Yuan
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China
| | - Tengfei Li
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China
| | - Mingrong Zuo
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China
| | - Yanhui Liu
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China.
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Liquid biopsy: early and accurate diagnosis of brain tumor. J Cancer Res Clin Oncol 2022; 148:2347-2373. [PMID: 35451698 DOI: 10.1007/s00432-022-04011-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 04/01/2022] [Indexed: 12/15/2022]
Abstract
Noninvasive examination is an emerging area in the field of neuro-oncology. Liquid biopsy captures the landscape of genomic alterations of brain tumors and revolutionizes the traditional diagnosis approaches. Rapidly changing sequencing technologies and more affordable prices put the screws on more application of liquid biopsy in clinical settings. In the past few years, extensive application of liquid biopsy has been seen throughout the whole diagnosis and treatment process of brain tumors, including early and accurate detection, characterization and dynamic monitoring. Here, we summarized and compared the most advanced techniques and target molecules or macrostructures related to brain tumor liquid biopsy. We further reviewed and emphasized recent progression in different clinical settings for brain tumors in blood and CSF. The preferred protocol, potential novel biomarkers and future development are discussed in the last part.
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Gomes DE, Witwer KW. L1CAM-associated extracellular vesicles: A systematic review of nomenclature, sources, separation, and characterization. JOURNAL OF EXTRACELLULAR BIOLOGY 2022; 1:e35. [PMID: 35492832 PMCID: PMC9045013 DOI: 10.1002/jex2.35] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 02/19/2022] [Accepted: 02/24/2022] [Indexed: 12/20/2022]
Abstract
When released into biological fluids like blood or saliva, brain extracellular vesicles (EVs) might provide a window into otherwise inaccessible tissue, contributing useful biomarkers of neurodegenerative and other central nervous system (CNS) diseases. To enrich for brain EVs in the periphery, however, cell-specific EV surface markers are needed. The protein that has been used most frequently to obtain EVs of putative neuronal origin is the transmembrane L1 cell adhesion molecule (L1CAM/CD171). In this systematic review, we examine the existing literature on L1CAM and EVs, including investigations of both neurodegenerative disease and cancer through the lens of the minimal information for studies of EVs (MISEV), specifically in the domains of nomenclature usage, EV sources, and EV separation and characterization. Although numerous studies have reported L1CAM-associated biomarker signatures that correlate with disease, interpretation of these results is complicated since L1CAM expression is not restricted to neurons and is also upregulated during cancer progression. A recent study has suggested that L1CAM epitopes are present in biofluids mostly or entirely as cleaved, soluble protein. Our findings on practices and trends in L1CAM-mediated EV separation, enrichment, and characterization yield insights that may assist with interpreting results, evaluating rigor, and suggesting avenues for further exploration.
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Affiliation(s)
- Dimitria E. Gomes
- Cornell University College of Veterinary MedicineIthacaNew YorkUSA
- Department of Molecular and Comparative PathobiologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Kenneth W. Witwer
- Department of Molecular and Comparative PathobiologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
- The Richman Family Precision Medicine Centre of Excellence in Alzheimer's DiseaseJohns Hopkins University School of MedicineBaltimoreMarylandUSA
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Lee B, Mohamad I, Pokhrel R, Murad R, Yuan M, Stapleton S, Bettegowda C, Jallo G, Eberhart CG, Garrett T, Perera RJ. Medulloblastoma cerebrospinal fluid reveals metabolites and lipids indicative of hypoxia and cancer-specific RNAs. Acta Neuropathol Commun 2022; 10:25. [PMID: 35209946 PMCID: PMC8867780 DOI: 10.1186/s40478-022-01326-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/04/2022] [Indexed: 02/07/2023] Open
Abstract
Medulloblastoma (MB) is the most common malignant brain tumor in children. There remains an unmet need for diagnostics to sensitively detect the disease, particularly recurrences. Cerebrospinal fluid (CSF) provides a window into the central nervous system, and liquid biopsy of CSF could provide a relatively non-invasive means for disease diagnosis. There has yet to be an integrated analysis of the transcriptomic, metabolomic, and lipidomic changes occurring in the CSF of children with MB. CSF samples from patients with (n = 40) or without (n = 11; no cancer) MB were subjected to RNA-sequencing and high-resolution mass spectrometry to identify RNA, metabolite, and lipid profiles. Differentially expressed transcripts, metabolites, and lipids were identified and their biological significance assessed by pathway analysis. The DIABLO multivariate analysis package (R package mixOmics) was used to integrate the molecular changes characterizing the CSF of MB patients. Differentially expressed transcripts, metabolites, and lipids in CSF were discriminatory for the presence of MB but not the exact molecular subtype. One hundred and ten genes and ten circular RNAs were differentially expressed in MB CSF compared with normal, representing TGF-β signaling, TNF-α signaling via NF-kB, and adipogenesis pathways. Tricarboxylic acid cycle and other metabolites (malate, fumarate, succinate, α-ketoglutarate, hydroxypyruvate, N-acetyl-aspartate) and total triacylglycerols were significantly upregulated in MB CSF compared with normal CSF. Although separating MBs into subgroups using transcriptomic, metabolomic, and lipid signatures in CSF was challenging, we were able to identify a group of omics signatures that could separate cancer from normal CSF. Metabolic and lipidomic profiles both contained indicators of tumor hypoxia. Our approach provides several candidate signatures that deserve further validation, including the novel circular RNA circ_463, and insights into the impact of MB on the CSF microenvironment.
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Affiliation(s)
- Bongyong Lee
- grid.21107.350000 0001 2171 9311Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, School of Medicine, Johns Hopkins University, 1650 Orleans St, Baltimore, MD 21231 USA ,grid.413611.00000 0004 0467 2330Johns Hopkins All Children’s Hospital, 600 5th St. South, St. Petersburg, FL 33701 USA
| | - Iqbal Mohamad
- grid.15276.370000 0004 1936 8091Department Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, 1395 Center Drive, Gainesville, FL 32610 USA ,grid.240145.60000 0001 2291 4776Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030 USA
| | - Rudramani Pokhrel
- grid.21107.350000 0001 2171 9311Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, School of Medicine, Johns Hopkins University, 1650 Orleans St, Baltimore, MD 21231 USA ,grid.413611.00000 0004 0467 2330Johns Hopkins All Children’s Hospital, 600 5th St. South, St. Petersburg, FL 33701 USA
| | - Rabi Murad
- grid.479509.60000 0001 0163 8573Sanford Burnham Prebys Medical Discovery Institute, 10901 N. Torrey Pines Road, La Jolla, CA 92037 USA
| | - Menglang Yuan
- grid.21107.350000 0001 2171 9311Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, School of Medicine, Johns Hopkins University, 1650 Orleans St, Baltimore, MD 21231 USA ,grid.413611.00000 0004 0467 2330Johns Hopkins All Children’s Hospital, 600 5th St. South, St. Petersburg, FL 33701 USA
| | - Stacie Stapleton
- grid.413611.00000 0004 0467 2330Johns Hopkins All Children’s Hospital, 600 5th St. South, St. Petersburg, FL 33701 USA
| | - Chetan Bettegowda
- grid.21107.350000 0001 2171 9311Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, School of Medicine, Johns Hopkins University, 1650 Orleans St, Baltimore, MD 21231 USA ,grid.21107.350000 0001 2171 9311Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, USA
| | - George Jallo
- grid.413611.00000 0004 0467 2330Johns Hopkins All Children’s Hospital, 600 5th St. South, St. Petersburg, FL 33701 USA
| | - Charles G. Eberhart
- grid.21107.350000 0001 2171 9311Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, School of Medicine, Johns Hopkins University, 1650 Orleans St, Baltimore, MD 21231 USA ,grid.21107.350000 0001 2171 9311Department of Pathology, Johns Hopkins University School of Medicine, 720 Rutland Avenue, Baltimore, MD 21205 USA
| | - Timothy Garrett
- Department Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, 1395 Center Drive, Gainesville, FL, 32610, USA.
| | - Ranjan J. Perera
- grid.21107.350000 0001 2171 9311Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, School of Medicine, Johns Hopkins University, 1650 Orleans St, Baltimore, MD 21231 USA ,grid.413611.00000 0004 0467 2330Johns Hopkins All Children’s Hospital, 600 5th St. South, St. Petersburg, FL 33701 USA
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Kassem NM, Kassem HA, Selim H, Hafez M. Targeted next generation sequencing provides insight for the genetic alterations in liquid biopsy of Egyptian brain tumor patients. EGYPTIAN JOURNAL OF MEDICAL HUMAN GENETICS 2022. [DOI: 10.1186/s43042-022-00214-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Abstract
Background
Glioblastoma (GBM) is the commonest primary malignant cerebral tumor in adults. Detection of genetic mutations in liquid biopsy is endorsed rapidly throughout several solid neoplasms but still limited in GBM. Our study provides insight for the genetic alterations in liquid biopsy of the newly diagnosed GBM patients using next generation sequencing technology together with identification of the microsatellite instability (MSI) status in those patients.
Results
Eighteen variants detected in 15 genes which were (4, 12 and 2) missense, coding silent and intronic mutations, respectively. The 4 substitution–missense mutations were as follows: Drug responsive TP53 (p.Pro72Arg) variant was detected in 6 patients (85.7%). KDR (p.Gln472His) variant was noted in 4 patients (57.1%) as a result of substitution at c.1416A > T. Two patients revealed KIT (p.Met541Leu) variant which result from substitution at c.1621A > C. Only one patient showed mutation in JAK3 gene which was (p.Val718Leu) variant resulting from c.2152G > C substitution. Regarding MSI status, four cases (57.1%) were MSI-Low and three cases (42.9%) were MSI-High.
Conclusions
This study identifies the molecular landscape and microsatellite instability alternations in Egyptian brain tumor patients, which may have an important role in improving the outcome, survival and may help in evolving a characteristic individual therapy.
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Adeola HA, Bello IO, Aruleba RT, Francisco NM, Adekiya TA, Adefuye AO, Ikwegbue PC, Musaigwa F. The Practicality of the Use of Liquid Biopsy in Early Diagnosis and Treatment Monitoring of Oral Cancer in Resource-Limited Settings. Cancers (Basel) 2022; 14:1139. [PMID: 35267452 PMCID: PMC8909754 DOI: 10.3390/cancers14051139] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 02/14/2022] [Accepted: 02/20/2022] [Indexed: 12/13/2022] Open
Abstract
An important driving force for precision and individualized medicine is the provision of tailor-made care for patients on an individual basis, in accordance with best evidence practice. Liquid biopsy(LB) has emerged as a critical tool for the early diagnosis of cancer and for treatment monitoring, but its clinical utility for oral squamous cell carcinoma (OSCC) requires more research and validation. Hence, in this review, we have discussed the current applications of LB and the practicality of its routine use in Africa; the potential advantages of LB over the conventional "gold-standard" of tissue biopsy; and finally, practical considerations were discussed in three parts: pre-analytic, analytic processing, and the statistical quality and postprocessing phases. Although it is imperative to establish clinically validated and standardized working guidelines for various aspects of LB sample collection, processing, and analysis for optimal and reliable use, manpower and technological infrastructures may also be an important factor to consider for the routine clinical application of LB for OSCC. LB is poised as a non-invasive precision tool for personalized oral cancer medicine, particularly for OSCC in Africa, when fully embraced. The promising application of different LB approaches using various downstream analyses such as released circulating tumor cells (CTCs), cell free DNA (cfDNA), microRNA (miRNA), messenger RNA (mRNA), and salivary exosomes were discussed. A better understanding of the diagnostic and therapeutic biomarkers of OSCC, using LB applications, would significantly reduce the cost, provide an opportunity for prompt detection and early treatment, and a method to adequately monitor the effectiveness of the therapy for OSCC, which typically presents with ominous prognosis.
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Affiliation(s)
- Henry Ademola Adeola
- Department of Oral and Maxillofacial Pathology, Faculty of Dentistry, University of the Western Cape, Tygerberg Hospital, Cape Town 7505, South Africa
- Division of Dermatology, Department of Medicine, Faculty of Health Sciences and Groote Schuur Hospital, University of Cape Town, Observatory, Cape Town 7925, South Africa
| | - Ibrahim O. Bello
- Department of Oral Medicine and Diagnostic Sciences, College of Dentistry, King Saud University, Riyadh 11545, Saudi Arabia;
| | - Raphael Taiwo Aruleba
- Department of Molecular and Cell Biology, Faculty of Science, University of Cape Town, Cape Town 7700, South Africa;
| | - Ngiambudulu M. Francisco
- Grupo de Investigação Microbiana e Imunológica, Instituto Nacional de Investigação em Saúde (National Institute for Health Research), Luanda 3635, Angola;
| | - Tayo Alex Adekiya
- Wits Advanced Drug Delivery Platform Research Unit, Department of Pharmacy and Pharmacology, School of Therapeutic Science, Faculty of Health Sciences, University of the Witwatersrand, Parktown, 7 York Road, Johannesburg 2193, South Africa;
| | - Anthonio Oladele Adefuye
- Division of Health Sciences Education, Office of the Dean, Faculty of Health Sciences, University of the Free State, P.O. Box 339, Bloemfontein 9300, South Africa;
| | - Paul Chukwudi Ikwegbue
- Division of Immunology, Faculty of Health Sciences, Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town 7925, South Africa; (P.C.I.); (F.M.)
| | - Fungai Musaigwa
- Division of Immunology, Faculty of Health Sciences, Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town 7925, South Africa; (P.C.I.); (F.M.)
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Tămaș F, Bălașa R, Manu D, Gyorki G, Chinezu R, Tămaș C, Bălașa A. The Importance of Small Extracellular Vesicles in the Cerebral Metastatic Process. Int J Mol Sci 2022; 23:1449. [PMID: 35163368 PMCID: PMC8835738 DOI: 10.3390/ijms23031449&set/a 886656060+812772520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
Brain metastases represent more than 50% of all cerebral tumors encountered in clinical practice. Recently, there has been increased interest in the study of extracellular vesicles, and the knowledge about exosomes is constantly expanding. Exosomes are drivers for organotropic metastatic spread, playing important roles in the brain metastatic process by increasing the permeability of the blood-brain barrier and preparing the premetastatic niche. The promising results of the latest experimental studies raise the possibility of one day using exosomes for liquid biopsies or as drug carriers, contributing to early diagnosis and improving the efficacy of chemotherapy in patients with brain metastases. In this review, we attempted to summarize the latest knowledge about the role of exosomes in the brain metastatic process and future research directions for the use of exosomes in patients suffering from brain metastatic disease.
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Affiliation(s)
- Flaviu Tămaș
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
| | - Rodica Bălașa
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurology, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania
| | - Doina Manu
- Center for Advanced Pharmaceutical and Medical Research, 540139 Târgu Mures, Romania;
| | - Gabriel Gyorki
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
| | - Rareș Chinezu
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
| | - Corina Tămaș
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
- Correspondence: ; Tel.: +40-749-867-513
| | - Adrian Bălașa
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
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The Importance of Small Extracellular Vesicles in the Cerebral Metastatic Process. Int J Mol Sci 2022. [DOI: 10.3390/ijms23031449
expr 878511370 + 954121262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
Brain metastases represent more than 50% of all cerebral tumors encountered in clinical practice. Recently, there has been increased interest in the study of extracellular vesicles, and the knowledge about exosomes is constantly expanding. Exosomes are drivers for organotropic metastatic spread, playing important roles in the brain metastatic process by increasing the permeability of the blood–brain barrier and preparing the premetastatic niche. The promising results of the latest experimental studies raise the possibility of one day using exosomes for liquid biopsies or as drug carriers, contributing to early diagnosis and improving the efficacy of chemotherapy in patients with brain metastases. In this review, we attempted to summarize the latest knowledge about the role of exosomes in the brain metastatic process and future research directions for the use of exosomes in patients suffering from brain metastatic disease.
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45
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Tămaș F, Bălașa R, Manu D, Gyorki G, Chinezu R, Tămaș C, Bălașa A. The Importance of Small Extracellular Vesicles in the Cerebral Metastatic Process. Int J Mol Sci 2022; 23:ijms23031449. [PMID: 35163368 PMCID: PMC8835738 DOI: 10.3390/ijms23031449] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/18/2022] [Accepted: 01/25/2022] [Indexed: 12/12/2022] Open
Abstract
Brain metastases represent more than 50% of all cerebral tumors encountered in clinical practice. Recently, there has been increased interest in the study of extracellular vesicles, and the knowledge about exosomes is constantly expanding. Exosomes are drivers for organotropic metastatic spread, playing important roles in the brain metastatic process by increasing the permeability of the blood–brain barrier and preparing the premetastatic niche. The promising results of the latest experimental studies raise the possibility of one day using exosomes for liquid biopsies or as drug carriers, contributing to early diagnosis and improving the efficacy of chemotherapy in patients with brain metastases. In this review, we attempted to summarize the latest knowledge about the role of exosomes in the brain metastatic process and future research directions for the use of exosomes in patients suffering from brain metastatic disease.
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Affiliation(s)
- Flaviu Tămaș
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
| | - Rodica Bălașa
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurology, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania
| | - Doina Manu
- Center for Advanced Pharmaceutical and Medical Research, 540139 Târgu Mures, Romania;
| | - Gabriel Gyorki
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
| | - Rareș Chinezu
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
| | - Corina Tămaș
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
- Correspondence: ; Tel.: +40-749-867-513
| | - Adrian Bălașa
- University of Medicine, Pharmacy, Science and Technology “George Emil Palade”, 540142 Târgu Mureș, Romania; (F.T.); (R.B.); (R.C.); (A.B.)
- Department of Neurosurgery, Emergency Clinical County Hospital, 540136 Târgu Mureș, Romania;
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Osei-Bordom DC, Sachdeva G, Christou N. Liquid Biopsy as a Prognostic and Theranostic Tool for the Management of Pancreatic Ductal Adenocarcinoma. Front Med (Lausanne) 2022; 8:788869. [PMID: 35096878 PMCID: PMC8795626 DOI: 10.3389/fmed.2021.788869] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Accepted: 12/02/2021] [Indexed: 12/24/2022] Open
Abstract
Pancreatic ductal adenocarcinomas (PDAC) represent one of the deadliest cancers worldwide. Survival is still low due to diagnosis at an advanced stage and resistance to treatment. Herein, we review the main types of liquid biopsy able to help in both prognosis and adaptation of treatments.
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Affiliation(s)
- Daniel C Osei-Bordom
- Department of General Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Centre for Liver and Gastroenterology Research, University of Birmingham, Birmingham, United Kingdom
| | - Gagandeep Sachdeva
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Niki Christou
- Department of General Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Department of General Surgery, University Hospital of Limoges, Limoges, France
- EA3842 CAPTuR Laboratory "Cell Activation Control, Tumor Progression and Therapeutic Resistance", Faculty of Medicine, Limoges, France
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Pacia CP, Yuan J, Yue Y, Xu L, Nazeri A, Desai R, Gach HM, Wang X, Talcott MR, Chaudhuri AA, Dunn GP, Leuthardt EC, Chen H. Sonobiopsy for minimally invasive, spatiotemporally-controlled, and sensitive detection of glioblastoma-derived circulating tumor DNA. Am J Cancer Res 2022; 12:362-378. [PMID: 34987650 PMCID: PMC8690937 DOI: 10.7150/thno.65597] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 10/06/2021] [Indexed: 12/12/2022] Open
Abstract
Though surgical biopsies provide direct access to tissue for genomic characterization of brain cancer, they are invasive and pose significant clinical risks. Brain cancer management via blood-based liquid biopsies is a minimally invasive alternative; however, the blood-brain barrier (BBB) restricts the release of brain tumor-derived molecular biomarkers necessary for sensitive diagnosis. Methods: A mouse glioblastoma multiforme (GBM) model was used to demonstrate the capability of focused ultrasound (FUS)-enabled liquid biopsy (sonobiopsy) to improve the diagnostic sensitivity of brain tumor-specific genetic mutations compared with conventional blood-based liquid biopsy. Furthermore, a pig GBM model was developed to characterize the translational implications of sonobiopsy in humans. Magnetic resonance imaging (MRI)-guided FUS sonication was performed in mice and pigs to locally enhance the BBB permeability of the GBM tumor. Contrast-enhanced T1-weighted MR images were acquired to evaluate the BBB permeability change. Blood was collected immediately after FUS sonication. Droplet digital PCR was used to quantify the levels of brain tumor-specific genetic mutations in the circulating tumor DNA (ctDNA). Histological staining was performed to evaluate the potential for off-target tissue damage by sonobiopsy. Results: Sonobiopsy improved the detection sensitivity of EGFRvIII from 7.14% to 64.71% and TERT C228T from 14.29% to 45.83% in the mouse GBM model. It also improved the diagnostic sensitivity of EGFRvIII from 28.57% to 100% and TERT C228T from 42.86% to 71.43% in the porcine GBM model. Conclusion: Sonobiopsy disrupts the BBB at the spatially-targeted brain location, releases tumor-derived DNA into the blood circulation, and enables timely collection of ctDNA. Converging evidence from both mouse and pig GBM models strongly supports the clinical translation of sonobiopsy for the minimally invasive, spatiotemporally-controlled, and sensitive molecular characterization of brain cancer.
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Soltész B, Buglyó G, Németh N, Szilágyi M, Pös O, Szemes T, Balogh I, Nagy B. The Role of Exosomes in Cancer Progression. Int J Mol Sci 2021; 23:ijms23010008. [PMID: 35008434 PMCID: PMC8744561 DOI: 10.3390/ijms23010008] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/05/2021] [Accepted: 12/15/2021] [Indexed: 12/12/2022] Open
Abstract
Early detection, characterization and monitoring of cancer are possible by using extracellular vesicles (EVs) isolated from non-invasively obtained liquid biopsy samples. They play a role in intercellular communication contributing to cell growth, differentiation and survival, thereby affecting the formation of tumor microenvironments and causing metastases. EVs were discovered more than seventy years ago. They have been tested recently as tools of drug delivery to treat cancer. Here we give a brief review on extracellular vesicles, exosomes, microvesicles and apoptotic bodies. Exosomes play an important role by carrying extracellular nucleic acids (DNA, RNA) in cell-to-cell communication causing tumor and metastasis development. We discuss the role of extracellular vesicles in the pathogenesis of cancer and their practical application in the early diagnosis, follow up, and next-generation treatment of cancer patients.
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Affiliation(s)
- Beáta Soltész
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1, H-4032 Debrecen, Hungary; (G.B.); (N.N.); (M.S.); (I.B.); (B.N.)
- Correspondence: ; Tel.: +36-52416531
| | - Gergely Buglyó
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1, H-4032 Debrecen, Hungary; (G.B.); (N.N.); (M.S.); (I.B.); (B.N.)
| | - Nikolett Németh
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1, H-4032 Debrecen, Hungary; (G.B.); (N.N.); (M.S.); (I.B.); (B.N.)
| | - Melinda Szilágyi
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1, H-4032 Debrecen, Hungary; (G.B.); (N.N.); (M.S.); (I.B.); (B.N.)
| | - Ondrej Pös
- Geneton Ltd., 841 04 Bratislava, Slovakia; (O.P.); (T.S.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia
| | - Tomas Szemes
- Geneton Ltd., 841 04 Bratislava, Slovakia; (O.P.); (T.S.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia
| | - István Balogh
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1, H-4032 Debrecen, Hungary; (G.B.); (N.N.); (M.S.); (I.B.); (B.N.)
- Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Bálint Nagy
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1, H-4032 Debrecen, Hungary; (G.B.); (N.N.); (M.S.); (I.B.); (B.N.)
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Gaebe K, Li AY, Das S. Clinical Biomarkers for Early Identification of Patients with Intracranial Metastatic Disease. Cancers (Basel) 2021; 13:cancers13235973. [PMID: 34885083 PMCID: PMC8656478 DOI: 10.3390/cancers13235973] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Revised: 11/25/2021] [Accepted: 11/25/2021] [Indexed: 12/18/2022] Open
Abstract
Simple Summary The development of brain metastases, or intracranial metastatic disease (IMD), is a serious and life-altering complication for many patients with cancer. While there have been substantial advancements in the treatments available for IMD and in our understanding of its pathogenesis, conventional methods remain insufficient to detect IMD at an early stage. In this review, we discuss current research on biomarkers specific to IMD. In particular, we highlight biomarkers that can be easily accessed via the bloodstream or cerebrospinal fluid, including circulating tumor cells and DNA, as well as advanced imaging techniques. The continued development of these assays could enable clinicians to detect IMD prior to the development of IMD-associated symptoms and ultimately improve patient prognosis and survival. Abstract Nearly 30% of patients with cancer will develop intracranial metastatic disease (IMD), and more than half of these patients will die within a few months following their diagnosis. In light of the profound effect of IMD on survival and quality of life, there is significant interest in identifying biomarkers that could facilitate the early detection of IMD or identify patients with cancer who are at high IMD risk. In this review, we will highlight early efforts to identify biomarkers of IMD and consider avenues for future investigation.
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Affiliation(s)
- Karolina Gaebe
- Institute of Medical Science, Faculty of Medicine, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 3K1, Canada; (K.G.); (A.Y.L.)
| | - Alyssa Y. Li
- Institute of Medical Science, Faculty of Medicine, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 3K1, Canada; (K.G.); (A.Y.L.)
| | - Sunit Das
- Institute of Medical Science, Faculty of Medicine, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 3K1, Canada; (K.G.); (A.Y.L.)
- Division of Neurosurgery, St. Michael’s Hospital, University of Toronto, 30 Bond Street, Toronto, ON M5B 1W8, Canada
- Correspondence:
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Eibl RH, Schneemann M. Liquid Biopsy and Primary Brain Tumors. Cancers (Basel) 2021; 13:5429. [PMID: 34771592 PMCID: PMC8582521 DOI: 10.3390/cancers13215429] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 10/21/2021] [Accepted: 10/26/2021] [Indexed: 12/19/2022] Open
Abstract
Two decades of "promising results" in liquid biopsy have led to both continuing disappointment and hope that the new era of minimally invasive, personalized analysis can be applied for better diagnosis, prognosis, monitoring, and therapy of cancer. Here, we briefly highlight the promises, developments, and challenges related to liquid biopsy of brain tumors, including circulating tumor cells, cell-free nucleic acids, extracellular vesicles, and miRNA; we further discuss the urgent need to establish suitable biomarkers and the right standards to improve modern clinical management of brain tumor patients with the use of liquid biopsy.
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Affiliation(s)
- Robert H. Eibl
- c/o M. Schneemann, Department of Internal Medicine, Hospitals of Schaffhausen, 8208 Schaffhausen, Switzerland
| | - Markus Schneemann
- Department of Internal Medicine, Hospitals of Schaffhausen, 8208 Schaffhausen, Switzerland
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