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Malentacchi F, Mancini I, Villari D, Forster M, Marzocco A, Galli IC, Viola L, Masieri L, Nesi G, Pinzani P. Cell-Free Carbonic Anhydrase IX mRNA in Urine as Biomarker for Urogenital Cancers: The Relationship Between Urinary Extracellular RNA and Tumor-Cell-Associated RNA. Curr Issues Mol Biol 2024; 46:13881-13892. [PMID: 39727957 PMCID: PMC11727587 DOI: 10.3390/cimb46120829] [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: 10/21/2024] [Revised: 12/02/2024] [Accepted: 12/04/2024] [Indexed: 12/28/2024] Open
Abstract
Circulating tumor cells and cell-free nucleic acids are novel diagnostic, prognostic and predictive tools for non-invasive and cost-effective cancer detection in liquid biopsy. Carbonic anhydrase IX (CAIX) has been proposed as a biomarker in urogenital tumors and urine sediment. Our aim was to evaluate CAIX full-length percentage (CAIX FL%) in urine-cell-free RNA (cfRNA) and its relationship with tumor-cell-associated RNA (TC-RNA). CAIX FL% was quantified by reverse transcription quantitative polymerase chain reaction (RT-qPCR) in patients with prostate, kidney or bladder carcinoma. When cfRNA and TC-RNA were analyzed, CAIX FL% was significantly higher in urine samples from cancer patients than from controls. Using a 10% cutoff for CAIX FL%, specificity, sensitivity, positive and negative predictive values, as well as accuracy for TC-RNA were higher than for cfRNA in all urogenital cancers, but varied according to tumor type. CAIX FL% distribution in TC-RNA differed significantly (p < 0.001) between control and tumor samples (37.5% and 96.2%, respectively); similar results were obtained for each tumor type. Additionally, the 10% cutoff showed a 77.9% concordance between TC-RNA and cfRNA. In conclusion, urine is proposed as an alternative biofluid for investigating CAIX FL% in urogenital cancers, and this parameter can be reliably measured as cfRNA and TC-RNA with different predictive capabilities depending on tumor type.
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Affiliation(s)
- Francesca Malentacchi
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale Gaetano Pieraccini 6, 51039 Florence, Italy; (F.M.); (I.M.)
| | - Irene Mancini
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale Gaetano Pieraccini 6, 51039 Florence, Italy; (F.M.); (I.M.)
| | - Donata Villari
- Department of Minimally Invasive and Robotic Urologic Surgery and Kidney Transplantation, Careggi University Hospital, 50134 Florence, Italy; (D.V.); (A.M.); (L.V.); (L.M.)
| | - Michael Forster
- Institute of Clinical Molecular Biology, University Medical Center Schleswig-Holstein, 24105 Kiel, Germany;
| | - Andrea Marzocco
- Department of Minimally Invasive and Robotic Urologic Surgery and Kidney Transplantation, Careggi University Hospital, 50134 Florence, Italy; (D.V.); (A.M.); (L.V.); (L.M.)
| | - Ilaria Camilla Galli
- Histopathology and Molecular Diagnostics, Careggi University Hospital, 50134 Florence, Italy;
| | - Lorenzo Viola
- Department of Minimally Invasive and Robotic Urologic Surgery and Kidney Transplantation, Careggi University Hospital, 50134 Florence, Italy; (D.V.); (A.M.); (L.V.); (L.M.)
| | - Lorenzo Masieri
- Department of Minimally Invasive and Robotic Urologic Surgery and Kidney Transplantation, Careggi University Hospital, 50134 Florence, Italy; (D.V.); (A.M.); (L.V.); (L.M.)
| | - Gabriella Nesi
- Department of Health Sciences, University of Florence, Viale Gaetano Pieraccini 6, 50139 Florence, Italy;
| | - Pamela Pinzani
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale Gaetano Pieraccini 6, 51039 Florence, Italy; (F.M.); (I.M.)
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Zhang Y, Tian L. Advances and challenges in the use of liquid biopsy in gynaecological oncology. Heliyon 2024; 10:e39148. [PMID: 39492906 PMCID: PMC11530831 DOI: 10.1016/j.heliyon.2024.e39148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 10/08/2024] [Accepted: 10/08/2024] [Indexed: 11/05/2024] Open
Abstract
Ovarian cancer, endometrial cancer, and cervical cancer are the three primary gynaecological cancers that pose a significant threat to women's health on a global scale. Enhancing global cancer survival rates necessitates advancements in illness detection and monitoring, with the goal of improving early diagnosis and prognostication of disease recurrence. Conventional methods for identifying and tracking malignancies rely primarily on imaging techniques and, when possible, protein biomarkers found in blood, many of which lack specificity. The process of collecting tumour samples necessitates intrusive treatments that are not suitable for specific purposes, such as screening, predicting, or evaluating the effectiveness of treatment, monitoring the presence of remaining illness, and promptly detecting relapse. Advancements in treatment are being made by the detection of genetic abnormalities in tumours, both inherited and acquired. Newly designed therapeutic approaches can specifically address some of these abnormalities. Liquid biopsy is an innovative technique for collecting samples that examine specific cancer components that are discharged into the bloodstream, such as circulating tumour DNA (ctDNA), circulating tumour cells (CTCs), cell-free RNA (cfRNA), tumour-educated platelets (TEPs), and exosomes. Mounting data indicates that liquid biopsy has the potential to improve the clinical management of gynaecological cancers through enhanced early diagnosis, prognosis prediction, recurrence detection, and therapy response monitoring. Understanding the distinct genetic composition of tumours can also inform therapy choices and the identification of suitable targeted treatments. The main benefits of liquid biopsy are its non-invasive characteristics and practicality, enabling the collection of several samples and the continuous monitoring of tumour changes over time. This review aims to provide an overview of the data supporting the therapeutic usefulness of each component of liquid biopsy. Additionally, it will assess the benefits and existing constraints associated with the use of liquid biopsy in the management of gynaecological malignancies. In addition, we emphasise future prospects in light of the existing difficulties and investigate areas where further research is necessary to clarify its rising clinical capabilities.
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Affiliation(s)
- Yingfeng Zhang
- University-Town Hospital of Chongqing Medical University, Chongqing, 401331, China
| | - Libi Tian
- University-Town Hospital of Chongqing Medical University, Chongqing, 401331, China
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Liu Q, Chen Y, Qi H. Advances in Genotyping Detection of Fragmented Nucleic Acids. BIOSENSORS 2024; 14:465. [PMID: 39451678 PMCID: PMC11506436 DOI: 10.3390/bios14100465] [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: 07/31/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 10/26/2024]
Abstract
Single nucleotide variant (SNV) detection is pivotal in various fields, including disease diagnosis, viral screening, genetically modified organism (GMO) identification, and genotyping. However, detecting SNVs presents significant challenges due to the fragmentation of nucleic acids caused by cellular apoptosis, molecular shearing, and physical degradation processes such as heating. Fragmented nucleic acids often exhibit variable lengths and inconsistent breakpoints, complicating the accurate detection of SNVs. This article delves into the underlying causes of nucleic acid fragmentation and synthesizes the strengths and limitations of next-generation sequencing technology, high-resolution melting curves, molecular probes, and CRISPR-based approaches for SNV detection in fragmented nucleic acids. By providing a detailed comparative analysis, it seeks to offer valuable insights for researchers working to overcome the challenges of SNV detection in fragmented samples, ultimately advancing the accurate and efficient detection of single nucleotide variants across diverse applications.
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Affiliation(s)
- Qian Liu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300350, China; (Q.L.); (Y.C.)
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Yun Chen
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300350, China; (Q.L.); (Y.C.)
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Hao Qi
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300350, China; (Q.L.); (Y.C.)
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
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Della Corte L, Russo G, Pepe F, Pisapia P, Dell'Aquila M, Malapelle U, Troncone G, Bifulco G, Giampaolino P. The role of liquid biopsy in epithelial ovarian cancer: State of the art. Crit Rev Oncol Hematol 2024; 194:104263. [PMID: 38218208 DOI: 10.1016/j.critrevonc.2024.104263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 01/04/2024] [Accepted: 01/08/2024] [Indexed: 01/15/2024] Open
Abstract
The clinical implementation of liquid biopsy has dramatically modified the analytical paradigm for several solid tumors. To date, however, only circulating free DNA (cfDNA) has been approved in clinical practice to select targeted treatments for patients with colorectal cancer (CRC), non-small cell lung cancer (NSCLC), and breast cancer (BC). Interestingly, emerging liquid biopsy analytes in peripheral blood, including circulating tumor cells (CTC), miRNA, and extracellular vesicles (EVs), have been shown to play a crucial role in the clinical management of solid tumor patients. Here, we review how these blood-based biomarkers may positively impact early diagnosis, prognosis, and treatment response in ovarian cancer (OC) patients.
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Affiliation(s)
- Luigi Della Corte
- Department of Neuroscience, Reproductive Sciences and Dentistry, School of Medicine, University of Naples Federico II, 80131 Naples, Italy
| | - Gianluca Russo
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
| | - Francesco Pepe
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
| | - Pasquale Pisapia
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
| | - Michela Dell'Aquila
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy.
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
| | - Giancarlo Troncone
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
| | - Giuseppe Bifulco
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
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Roth S, Wernsdorf SR, Liesz A. The role of circulating cell-free DNA as an inflammatory mediator after stroke. Semin Immunopathol 2023:10.1007/s00281-023-00993-5. [PMID: 37212886 DOI: 10.1007/s00281-023-00993-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 04/03/2023] [Indexed: 05/23/2023]
Abstract
Stroke is the second leading cause of death worldwide and a leading cause of disability. Clinical and experimental studies highlighted the complex role of the immune system in the pathophysiology of stroke. Ischemic brain injury leads to the release of cell-free DNA, a damage-associated molecular pattern, which binds to pattern recognition receptors on immune cells such as toll-like receptors and cytosolic inflammasome sensors. The downstream signaling cascade then induces a rapid inflammatory response. In this review, we are highlighting the characteristics of cell-free DNA and how these can affect a local as well as a systemic response after stroke. For this purpose, we screened literature on clinical studies investigating cell-free DNA concentration and properties after brain ischemia. We report the current understanding for mechanisms of DNA uptake and sensing in the context of post-stroke inflammation. Moreover, we compare possible treatment options targeting cell-free DNA, DNA-sensing pathways, and the downstream mediators. Finally, we describe clinical implications of this inflammatory pathway for stroke patients, open questions, and potential future research directions.
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Affiliation(s)
- Stefan Roth
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.
| | - Saskia R Wernsdorf
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Arthur Liesz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.
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6
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Mazurek AM, Rutkowski TW. Practical Application of Circulating Tumor-Related DNA of Human Papillomavirus in Liquid Biopsy to Evaluate the Molecular Response in Patients with Oropharyngeal Cancer. Cancers (Basel) 2023; 15:1047. [PMID: 36831390 PMCID: PMC9953792 DOI: 10.3390/cancers15041047] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 01/31/2023] [Accepted: 02/03/2023] [Indexed: 02/10/2023] Open
Abstract
Recent findings have shown that human papillomavirus (HPV) DNA is present in the blood as a tumor-specific biomarker (circulating tumor-related HPV; ctHPV) in patients with HPV-related oropharyngeal cancer (HPV-related OPC). The molecular response (MR) in patients with HPV-related OPC can be defined as the change in the number of ctHPV copies in relation to its initial quantity. The optimal model for assessing the MR using a liquid biopsy (LB) should be based on the E6/E7 sequences of the viral genome. MR assessment can help to evaluate the intensity of ongoing treatments in relation to the tumor response. The evaluation of the residual disease at the end of therapy may also be performed by MR assessment. If a partial MR (pMR) is found, caution is indicated and a subsequent LB should be considered, due to the likelihood of disease progression. Complete radiological and clinical responses together with a complete MR (cMR) convincingly indicate a low risk of treatment failure. Moreover, molecular recurrence (Mrec) during a follow-up, confirmed in two consecutive assays, even despite the lack of any other clinical or radiological symptoms of progression, indicates patients at high risk of disease recurrence. In conclusion, MR by ctHPV assessment may hasten the early detection of disease progression, at any stage of the management of the patient with HPV-related OPC.
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Affiliation(s)
- Agnieszka M. Mazurek
- Center for Translational Research and Molecular Biology of Cancer, Maria Sklodowska-Curie National Research Institute of Oncology Gliwice Branch, Wybrzeże Armii Krajowej 15, 44-102 Gliwice, Poland
| | - Tomasz W. Rutkowski
- I Radiation and Clinical Oncology Department, Maria Sklodowska-Curie National Research Institute of Oncology Gliwice Branch, Wybrzeże Armii Krajowej 15, 44-102 Gliwice, Poland
- Radiotherapy Department, Maria Sklodowska-Curie National Research Institute of Oncology Gliwice Branch, Wybrzeże Armii Krajowej 15, 44-102 Gliwice, Poland
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7
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Galati L, Chiocca S, Duca D, Tagliabue M, Simoens C, Gheit T, Arbyn M, Tommasino M. HPV and head and neck cancers: Towards early diagnosis and prevention. Tumour Virus Res 2022; 14:200245. [PMID: 35973657 PMCID: PMC9420391 DOI: 10.1016/j.tvr.2022.200245] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 07/29/2022] [Accepted: 08/08/2022] [Indexed: 01/13/2023] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer worldwide with an increasing trend of its incidence. Alcohol consumption, smoking, and viral infections, such as the mucosal high-risk (HR) human papillomaviruses (HPVs) are major risk factors for HNSCC development. In particular, HR HPVs are mainly associated with a subset of oropharyngeal squamous cell carcinoma (OPSCC), while other head and neck sites are marginally affected by HPV infection. HPV16 is the most frequently HR HPV type associated with HNSCC. In contrast to the cervix, no screening programs or identifiable pre-malignant lesions have been characterized for HPV-related HNSCC. Therefore, identification of general diagnostic algorithms and HPV biomarkers that could facilitate the early diagnosis, disease evolution and recurrence for HPV-driven HNSCCs are urgently needed. We herein review the role of HPV in HNSCC with a focus on epidemiology, biology, applied diagnostic algorithms and available biomarkers in body fluids as early diagnostic tools in HPV-driven HNSCCs.
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Affiliation(s)
- Luisa Galati
- International Agency for Research on Cancer, F-69372, Lyon, France
| | - Susanna Chiocca
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, 20139, Milan, Italy
| | - Daria Duca
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, 20139, Milan, Italy
| | - Marta Tagliabue
- Department of Otolaryngology and Head and Neck Surgery, IEO, European Institute of Oncology IRCCS, 20141, Milan, Italy; Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Cindy Simoens
- Unit of Cancer Epidemiology/Belgian Cancer Centre, Sciensano, 1050, Brussels, Belgium
| | - Tarik Gheit
- International Agency for Research on Cancer, F-69372, Lyon, France.
| | - Marc Arbyn
- Unit of Cancer Epidemiology/Belgian Cancer Centre, Sciensano, 1050, Brussels, Belgium; Department of Human Structure and Repair, Faculty of Medicine and Health Sciences, University Ghent, Ghent, Belgium
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Park H, Miyano S. Computational Tactics for Precision Cancer Network Biology. Int J Mol Sci 2022; 23:ijms232214398. [PMID: 36430875 PMCID: PMC9695754 DOI: 10.3390/ijms232214398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 11/12/2022] [Accepted: 11/17/2022] [Indexed: 11/22/2022] Open
Abstract
Network biology has garnered tremendous attention in understanding complex systems of cancer, because the mechanisms underlying cancer involve the perturbations in the specific function of molecular networks, rather than a disorder of a single gene. In this article, we review the various computational tactics for gene regulatory network analysis, focused especially on personalized anti-cancer therapy. This paper covers three major topics: (1) cell line's (or patient's) cancer characteristics specific gene regulatory network estimation, which enables us to reveal molecular interplays under varying conditions of cancer characteristics of cell lines (or patient); (2) computational approaches to interpret the multitudinous and massive networks; (3) network-based application to uncover molecular mechanisms of cancer and related marker identification. We expect that this review will help readers understand personalized computational network biology that plays a significant role in precision cancer medicine.
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Affiliation(s)
- Heewon Park
- M&D Data Science Center, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan
- Correspondence:
| | - Satoru Miyano
- M&D Data Science Center, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan
- Human Genome Center, Institute of Medical Science, University of Tokyo, 4-6-1 Shirokane-dai, Minato-ku, Tokyo 108-8639, Japan
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9
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Plasma cfDNA for the Diagnosis and Prognosis of Colorectal Cancer. JOURNAL OF ONCOLOGY 2022; 2022:9538384. [PMID: 35685424 PMCID: PMC9174014 DOI: 10.1155/2022/9538384] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 04/11/2022] [Indexed: 11/18/2022]
Abstract
Objective. To evaluate the value of cell-free DNA (cfDNA) for the diagnosis and prognosis of colorectal cancer (CRC). Methods. Peripheral blood specimens of 120 CRC patients and 90 healthy volunteers (as a control cohort) were extracted. A quantitative real-time polymerase chain reaction (qRT-PCR) was performed to determine the cfDNA expression. Following correlation analyses for cfDNA and clinical endpoints, a receiver operator characteristic (ROC) curve was established to assess the sensitivity and specificity of cfDNA, CEA, VEGF, and CA125 and for evaluating the disease-free survival (DFS) of patients. Results. The plasma cfDNA level of colorectal cancer patients was significantly higher than that of healthy subjects (
), and after chemotherapy, cfDNA level was significantly lower than that before chemotherapy (
). CA125/CEA/VEGF expression significantly correlated with cfDNA level, but not with cfDNA integrity. There was also a significant correlation between tumor differentiation and the cfDNA level. cfDNA has a higher ROC value than the current tumor biomarkers. Survival analysis showed that the DFS of the low cfDNA expression group was longer (29.99 ± 0.78 months) than that of the high cfDNA expression group (27.66 ± 1.05 months,
). Conclusion. The blood cfDNA is associated with the pathological features of CRC clinical cases and represents a possible indicator for CRC diagnosis and prognosis.
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Piazza A, Rosa P, Ricciardi L, Mangraviti A, Pacini L, Calogero A, Raco A, Miscusi M. Circulating Exosomal-DNA in Glioma Patients: A Quantitative Study and Histopathological Correlations—A Preliminary Study. Brain Sci 2022; 12:brainsci12040500. [PMID: 35448031 PMCID: PMC9028788 DOI: 10.3390/brainsci12040500] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 04/08/2022] [Accepted: 04/12/2022] [Indexed: 12/29/2022] Open
Abstract
Glial neoplasms are a group of diseases with poor prognoses. Not all risk factors are known, and no screening tests are available. Only histology provides certain diagnosis. As already reported, DNA transported by exosomes can be an excellent source of information shared by cells locally or systemically. These vesicles seem to be one of the main mechanisms of tumor remote intercellular signaling used to induce immune deregulation, apoptosis, and both phenotypic and genotypic modifications. In this study, we evaluated the exosomal DNA (exoDNA) concentration in blood samples of patients affected by cerebral glioma and correlated it with histological and radiological characteristics of tumors. From 14 patients with diagnosed primary or recurrent glioma, we obtained MRI imaging data, histological data, and preoperative blood samples that were used to extract circulating exosomal DNA, which we then quantified. Our results demonstrate a relationship between the amount of circulating exosomal DNA and tumor volume, and mitotic activity. In particular, a high concentration of exoDNA was noted in low-grade gliomas. Our results suggest a possible role of exoDNAs in the diagnosis of brain glioma. They could be particularly useful in detecting early recurrent high-grade gliomas and asymptomatic low-grade gliomas.
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Affiliation(s)
- Amedeo Piazza
- Operative Unit of Neurosurgery, Department of NESMOS, Sapienza University of Rome, 00185 Rome, Italy; (L.R.); (A.M.); (A.R.); (M.M.)
- Correspondence:
| | - Paolo Rosa
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, 04100 Latina, Italy; (P.R.); (A.C.)
| | - Luca Ricciardi
- Operative Unit of Neurosurgery, Department of NESMOS, Sapienza University of Rome, 00185 Rome, Italy; (L.R.); (A.M.); (A.R.); (M.M.)
| | - Antonella Mangraviti
- Operative Unit of Neurosurgery, Department of NESMOS, Sapienza University of Rome, 00185 Rome, Italy; (L.R.); (A.M.); (A.R.); (M.M.)
| | - Luca Pacini
- Pathology Unit, I.C.O.T. Hospital, 04100 Latina, Italy;
| | - Antonella Calogero
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, 04100 Latina, Italy; (P.R.); (A.C.)
| | - Antonino Raco
- Operative Unit of Neurosurgery, Department of NESMOS, Sapienza University of Rome, 00185 Rome, Italy; (L.R.); (A.M.); (A.R.); (M.M.)
| | - Massimo Miscusi
- Operative Unit of Neurosurgery, Department of NESMOS, Sapienza University of Rome, 00185 Rome, Italy; (L.R.); (A.M.); (A.R.); (M.M.)
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Circulating Tumor DNA in Patients with Renal Cell Carcinoma. A Systematic Review of the Literature. EUR UROL SUPPL 2022; 37:27-35. [PMID: 35106503 PMCID: PMC8784339 DOI: 10.1016/j.euros.2021.12.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2021] [Indexed: 11/24/2022] Open
Abstract
Context Over the past decade there has been increasing interest in the potential of liquid biopsies and systematic biomarkers in the diagnosis and management of kidney cancer, as they may provide a tool for early detection of disease and monitoring of treatment response. Objective To identify and summarize relevant published data on circulating tumor DNA (ctDNA) in patients with renal cell carcinoma (RCC). Evidence acquisition We performed a systematic review according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement of studies identified in PubMed, MEDLINE, EMBASE, and Cochrane Library up to January 15, 2021. Two reviewers independently screened all articles and performed the data extraction. Evidence synthesis Nineteen studies investigating ctDNA in RCC (1237 patients) were included and analyzed in the final review. The study size and design varied widely, and the studies were divided into five groups according to the method used for ctDNA detection. The outcome data included (1) the sensitivity/specificity if available; (2) the method used for ctDNA detection; and (3) the main findings in the studies. Conclusions The studies highlight that the level of ctDNA in RCC appears to be low. Studies using multiple methods for ctDNA detection indicate that tumor-guided analysis improves the ctDNA detection rate and suggest that cell-free methylated DNA immunoprecipitation and high-throughput sequencing may be a very sensitive method for ctDNA detection in RCC. Patient summary We systematically reviewed the literature to identify all relevant studies investigating circulating tumor DNA in patients with kidney cancer to investigate its use and potential in this highly malignant disease. We found that the level of circulating tumor DNA is low in kidney cancer and that very sensitive methods have to be used for detection in this disease.
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Ganesamoorthy D, Robertson AJ, Chen W, Hall MB, Cao MD, Ferguson K, Lakhani SR, Nones K, Simpson PT, Coin LJM. Whole genome deep sequencing analysis of cell-free DNA in samples with low tumour content. BMC Cancer 2022; 22:85. [PMID: 35057759 PMCID: PMC8772083 DOI: 10.1186/s12885-021-09160-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 12/27/2021] [Indexed: 12/03/2022] Open
Abstract
Background Circulating cell-free DNA (cfDNA) in the plasma of cancer patients contains cell-free tumour DNA (ctDNA) derived from tumour cells and it has been widely recognized as a non-invasive source of tumour DNA for diagnosis and prognosis of cancer. Molecular profiling of ctDNA is often performed using targeted sequencing or low-coverage whole genome sequencing (WGS) to identify tumour specific somatic mutations or somatic copy number aberrations (sCNAs). However, these approaches cannot efficiently detect all tumour-derived genomic changes in ctDNA. Methods We performed WGS analysis of cfDNA from 4 breast cancer patients and 2 patients with benign tumours. We sequenced matched germline DNA for all 6 patients and tumour samples from the breast cancer patients. All samples were sequenced on Illumina HiSeqXTen sequencing platform and achieved approximately 30x, 60x and 100x coverage on germline, tumour and plasma DNA samples, respectively. Results The mutational burden of the plasma samples (1.44 somatic mutations/Mb of genome) was higher than the matched tumour samples. However, 90% of high confidence somatic cfDNA variants were not detected in matched tumour samples and were found to comprise two background plasma mutational signatures. In contrast, cfDNA from the di-nucleosome fraction (300 bp–350 bp) had much higher proportion (30%) of variants shared with tumour. Despite high coverage sequencing we were unable to detect sCNAs in plasma samples. Conclusions Deep sequencing analysis of plasma samples revealed higher fraction of unique somatic mutations in plasma samples, which were not detected in matched tumour samples. Sequencing of di-nucleosome bound cfDNA fragments may increase recovery of tumour mutations from plasma. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-09160-1.
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Holcakova J, Bartosik M, Anton M, Minar L, Hausnerova J, Bednarikova M, Weinberger V, Hrstka R. New Trends in the Detection of Gynecological Precancerous Lesions and Early-Stage Cancers. Cancers (Basel) 2021; 13:6339. [PMID: 34944963 PMCID: PMC8699592 DOI: 10.3390/cancers13246339] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/07/2021] [Accepted: 12/14/2021] [Indexed: 12/24/2022] Open
Abstract
The prevention and early diagnostics of precancerous stages are key aspects of contemporary oncology. In cervical cancer, well-organized screening and vaccination programs, especially in developed countries, are responsible for the dramatic decline of invasive cancer incidence and mortality. Cytological screening has a long and successful history, and the ongoing implementation of HPV triage with increased sensitivity can further decrease mortality. On the other hand, endometrial and ovarian cancers are characterized by a poor accessibility to specimen collection, which represents a major complication for early diagnostics. Therefore, despite relatively promising data from evaluating the combined effects of genetic variants, population screening does not exist, and the implementation of new biomarkers is, thus, necessary. The introduction of various circulating biomarkers is of potential interest due to the considerable heterogeneity of cancer, as highlighted in this review, which focuses exclusively on the most common tumors of the genital tract, namely, cervical, endometrial, and ovarian cancers. However, it is clearly shown that these malignancies represent different entities that evolve in different ways, and it is therefore necessary to use different methods for their diagnosis and treatment.
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Affiliation(s)
- Jitka Holcakova
- Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic; (J.H.); (M.B.)
| | - Martin Bartosik
- Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic; (J.H.); (M.B.)
| | - Milan Anton
- Department of Obstetrics and Gynecology, Masaryk University and University Hospital, 625 00 Brno, Czech Republic; (M.A.); (L.M.)
| | - Lubos Minar
- Department of Obstetrics and Gynecology, Masaryk University and University Hospital, 625 00 Brno, Czech Republic; (M.A.); (L.M.)
| | - Jitka Hausnerova
- Department of Pathology, Masaryk University and University Hospital, 625 00 Brno, Czech Republic;
| | - Marketa Bednarikova
- Department of Internal Medicine, Hematology and Oncology, Masaryk University and University Hospital, 625 00 Brno, Czech Republic;
| | - Vit Weinberger
- Department of Obstetrics and Gynecology, Masaryk University and University Hospital, 625 00 Brno, Czech Republic; (M.A.); (L.M.)
| | - Roman Hrstka
- Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic; (J.H.); (M.B.)
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14
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Paracchini L, Beltrame L, Grassi T, Inglesi A, Fruscio R, Landoni F, Ippolito D, Delle Marchette M, Paderno M, Adorni M, Jaconi M, Romualdi C, D'Incalci M, Siravegna G, Marchini S. Genome-wide Copy-number Alterations in Circulating Tumor DNA as a Novel Biomarker for Patients with High-grade Serous Ovarian Cancer. Clin Cancer Res 2021; 27:2549-2559. [PMID: 33323403 DOI: 10.1158/1078-0432.ccr-20-3345] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/27/2020] [Accepted: 12/11/2020] [Indexed: 02/05/2023]
Abstract
PURPOSE High-grade serous epithelial ovarian cancer (HGS-EOC) is defined by high levels of somatic copy-number alterations (SCNA) with marked spatial and temporal tumor heterogeneity. Biomarkers serving to monitor drug response and detect disease recurrence are lacking, a fact which reflects an unmet clinical need. EXPERIMENTAL DESIGN A total of 185 plasma samples and 109 matched tumor biopsies were collected from 46 patients with HGS-EOC, and analyzed by shallow whole-genome sequencing (sWGS). The percentage of tumor fraction (TF) in the plasma was used to study the biological features of the disease at the time of diagnosis (T0) and correlated with patients' survival. Longitudinal analysis of TF was correlated with CA-125 levels and radiological images to monitor disease recurrence. RESULTS Gain in the clonal regions, 3q26.2 and 8q24.3, was observed in the 87.8% and 78.05% of plasma samples, suggesting that plasma sWGS mirrors solid biopsies. At T0, multivariate analysis revealed that plasma TF levels were an independent prognostic marker of relapse (P < 0.022). After platinum (Pt)-based treatment, circulating tumor DNA (ctDNA) analysis showed a change in the heterogeneous pattern of genomic amplification, including an increased frequency of amplification, compared with before Pt-based treatment in the 19p31.11 and 19q13.42 regions. TF in serially collected ctDNA samples outperformed CA-125 in anticipating clinical and radiological progression by 240 days (range, 37-491). CONCLUSIONS Our results support the notion that sWGS is an inexpensive and useful tool for the genomic analysis of ctDNA in patients with HGS-EOC to monitor disease evolution and to anticipate relapse better than serum CA-125, the routinely used clinical biomarker.See related commentary by Dhani, p. 2372.
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Affiliation(s)
- Lara Paracchini
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Luca Beltrame
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Tommaso Grassi
- Department of Obstetrics and Gynaecology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Alessia Inglesi
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Robert Fruscio
- Department of Obstetrics and Gynaecology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Fabio Landoni
- Department of Obstetrics and Gynaecology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Davide Ippolito
- Department of Obstetrics and Gynaecology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Martina Delle Marchette
- Department of Obstetrics and Gynaecology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Mariachiara Paderno
- Department of Obstetrics and Gynaecology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Marco Adorni
- Department of Obstetrics and Gynaecology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Marta Jaconi
- Department of Pathology, Università degli Studi Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | | | - Maurizio D'Incalci
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy.
| | - Giulia Siravegna
- Cancer Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sergio Marchini
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
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15
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Jean-Baptiste SR, Feigenberg SJ, Dorsey JF, Kao GD. Personal and Prognostic: Tissue and Liquid Biomarkers of Radiotherapeutic Response in Non-Small Cell Lung Cancer. Semin Radiat Oncol 2021; 31:149-154. [PMID: 33610272 PMCID: PMC9889131 DOI: 10.1016/j.semradonc.2020.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Recent treatment advances have improved outcomes for patients with non-small cell lung cancer (NSCLC), often utilizing tumor molecular characterization to identify targetable mutations. This is further enhanced by advancements in "liquid biopsies", using peripheral blood for noninvasive, serial sampling of tumor biology. While tumor genomic alterations have established therapeutic implications in metastatic NSCLC, research is also ongoing to develop applications for tissue and liquid biomarkers in earlier stage disease, such as patients treated with radiation for early stage or locoregional NSCLC.
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Affiliation(s)
- Samuel R. Jean-Baptiste
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania
| | - Steven J. Feigenberg
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania
| | - Jay F. Dorsey
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania,Corresponding Authors: Gary D. Kao, MD, Ph.D.: , Perelman Center for Advanced Medicine, Bldg 421 SCTR 8-134, 3400 Civic Center Blvd., University of Pennsylvania, Philadelphia, PA 19104, Office: 215-573-2285, Jay F. Dorsey, MD, Ph.D.: , Perelman Center for Advanced Medicine, Bldg 421 SCTR 8-135, 3400 Civic Center Blvd, Philadelphia, PA 19104, Office: (215) 662-2428, Fax: (215) 349-5445
| | - Gary D. Kao
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania,Corresponding Authors: Gary D. Kao, MD, Ph.D.: , Perelman Center for Advanced Medicine, Bldg 421 SCTR 8-134, 3400 Civic Center Blvd., University of Pennsylvania, Philadelphia, PA 19104, Office: 215-573-2285, Jay F. Dorsey, MD, Ph.D.: , Perelman Center for Advanced Medicine, Bldg 421 SCTR 8-135, 3400 Civic Center Blvd, Philadelphia, PA 19104, Office: (215) 662-2428, Fax: (215) 349-5445
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16
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Wang SE, Shyr BU, Shyr BS, Chen SC, Chang SC, Shyr YM. Circulating Cell-Free DNA in Pancreatic Head Adenocarcinoma Undergoing Pancreaticoduodenectomy. Pancreas 2021; 50:214-218. [PMID: 33565798 DOI: 10.1097/mpa.0000000000001730] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Circulating cell-free DNA (cfDNA) analysis is recently reported as a promising prognostic biomarker in various types of cancer. This study aimed to evaluate the role of cfDNA in pancreatic head adenocarcinoma. METHODS Data for pancreatic head adenocarcinoma undergoing pancreaticoduodenectomy were studied for cfDNA. Prognostic factors were determined, and their correlation with cfDNA level was evaluated. RESULTS The median of cfDNA for 97 cases was 7724 copies/mL, with a mean of 10,467, and ranging from 1856 to 44,203. Cell-free DNA was significantly higher in positive lymph node involvement and advanced stage III. Poor prognostic factors included high cfDNA level (>7724 copies/mL), abnormal carbohydrate antigen 19-9, abnormal carcinoembryonic antigen, and advanced stage. The 1- and 5-year survivals for those with high cfDNA were poorer, 70.2% and 21.2%, respectively, as compared with 93.4% and 23.7% for those with low cfDNA level. Only cfDNA level and stage were independent prognostic factors after multivariate analysis. CONCLUSIONS The level of cfDNA was correlated with tumor burden. Therefore, it could be an emerging survival predictor for resectable pancreatic head adenocarcinoma, and its detection might be a promising liquid biopsy to monitor both tumor progression and treatment response.
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Affiliation(s)
- Shin-E Wang
- From the Department of Surgery, Taipei Veterans General Hospital, National Yang Ming University, Taipei, Taiwan
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17
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McDuff SGR, Hardiman KM, Ulintz PJ, Parikh AR, Zheng H, Kim DW, Lennerz JK, Hazar-Rethinam M, Van Seventer EE, Fetter IJ, Nadres B, Eyler CE, Ryan DP, Weekes CD, Clark JW, Cusack JC, Goyal L, Zhu AX, Wo JY, Blaszkowsky LS, Allen J, Corcoran RB, Hong TS. Circulating Tumor DNA Predicts Pathologic and Clinical Outcomes Following Neoadjuvant Chemoradiation and Surgery for Patients With Locally Advanced Rectal Cancer. JCO Precis Oncol 2021; 5:PO.20.00220. [PMID: 34250394 DOI: 10.1200/po.20.00220] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 10/16/2020] [Accepted: 11/19/2020] [Indexed: 12/13/2022] Open
Abstract
PURPOSE This study was designed to assess the ability of perioperative circulating tumor DNA (ctDNA) to predict surgical outcome and recurrence following neoadjuvant chemoradiation for locally advanced rectal cancer (LARC). MATERIALS AND METHODS Twenty-nine patients with newly diagnosed LARC treated between January 2014 and February 2018 were enrolled. Patients received long-course neoadjuvant chemoradiation prior to surgery. Plasma ctDNA was collected at baseline, preoperatively, and postoperatively. Next-generation sequencing was used to identify mutations in the primary tumor, and mutation-specific droplet digital polymerase chain reaction was used to assess mutation fraction in ctDNA. RESULTS The median age was 54 years. The overall margin-negative, node-negative resection rate was 73% and was significantly higher among patients with undetectable preoperative ctDNA (n = 17, 88%) versus patients with detectable preoperative ctDNA (n = 9, 44%; P = .028). Undetectable ctDNA was also associated with more favorable neoadjuvant rectal scores (univariate linear regression, P = .029). Recurrence-free survival (RFS) was calculated for the subset (n = 19) who both underwent surgery and had postoperative ctDNA available. At a median follow-up of 20 months, patients with detectable postoperative ctDNA experienced poorer RFS (hazard ratio, 11.56; P = .007). All patients (4 of 4) with detectable postoperative ctDNA recurred (positive predictive value = 100%), whereas only 2 of 15 patients with undetectable ctDNA recurred (negative predictive value = 87%). CONCLUSION Among patients treated with neoadjuvant chemoradiation for LARC, patients with undetectable preoperative ctDNA were more likely to have a favorable surgical outcome as measured by the rate of margin-negative, node-negative resections and neoadjuvant rectal score. Furthermore, we have confirmed prior reports indicating that detectable postoperative ctDNA is associated with worse RFS. Future prospective study is needed to assess the potential for ctDNA to assist with personalizing treatment for LARC.
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Affiliation(s)
- Susan G R McDuff
- Department of Radiation Oncology, Duke Cancer Center, Duke University Medical Center, Duke Medicine Circle, Durham, NC.,Harvard Radiation Oncology Program, Boston, MA
| | - Karin M Hardiman
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL
| | - Peter J Ulintz
- Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI
| | - Aparna R Parikh
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - Hui Zheng
- Biostatistics Center, Massachusetts General Hospital, Boston, MA
| | | | - Jochen K Lennerz
- Department of Pathology, Center for Integrated Diagnostics, Massachusetts General Hospital, Boston, MA
| | | | | | | | - Brandon Nadres
- Massachusetts General Hospital Cancer Center, Boston, MA
| | - Christine E Eyler
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA
| | - David P Ryan
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - Colin D Weekes
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - Jeffrey W Clark
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - James C Cusack
- The Division of Gastrointestinal and Oncologic Surgery, Massachusetts General Hospital, Boston, MA
| | - Lipika Goyal
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - Andrew X Zhu
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA.,Jiahui International Cancer Center, Jiahui Health, Shanghai, China
| | - Jennifer Y Wo
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA
| | - Lawrence S Blaszkowsky
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - Jill Allen
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - Ryan B Corcoran
- Department of Internal Medicine and Hematology/Oncology, Massachusetts General Hospital, Boston, MA.,Massachusetts General Hospital Cancer Center, Boston, MA
| | - Theodore S Hong
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA
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18
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Gumusay O, Vitiello PP, Wabl C, Corcoran RB, Bardelli A, Rugo HS. Strategic Combinations to Prevent and Overcome Resistance to Targeted Therapies in Oncology. Am Soc Clin Oncol Educ Book 2020; 40:e292-e308. [PMID: 32453634 DOI: 10.1200/edbk_280845] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Recent advances in the understanding of underlying molecular signaling mechanisms of cancer susceptibility and progression have led to an increase in the use of targeted therapies for cancer treatment. Despite improvements in survival with new treatment options in oncology, resistance to therapy is a major obstacle to the long-term effectiveness of targeted agents in metastatic cancer treatment, culminating in insensitivity to treatment and tumor outgrowth. Adaptive resistance can play an important role in primary and upfront resistance to therapy as well as in secondary or acquired resistance. By focusing on colorectal and breast tumors, we discuss how therapeutic combinations based on specific drivers of tumor biology can be used to overcome resistance. We present how monitoring tumor dynamics over time may allow early adaptation of treatment. Breast cancer is the most common malignancy in women worldwide, and the majority of these cancers are sensitive to endocrine therapy (ET) blocking the production of or response to estrogen. However, primary and acquired resistance limits efficacy. Recent combinations of agents targeted to pathways that drive tumor growth resistance with ET have resulted in remarkable improvements in disease response and control, improving survival in some settings. In this review, we summarize adaptive resistance mechanisms, approaches to combination strategies, and dynamic tumor monitoring to improve efficacy and overcome resistance. We provide examples of combination therapy to enhance the efficacy of targeted therapies in breast and colorectal tumors.
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Affiliation(s)
- Ozge Gumusay
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA.,Department of Internal Medicine, Division of Medical Oncology, Gaziosmanpasa University Faculty of Medicine, Tokat, Turkey
| | - Pietro Paolo Vitiello
- Department of Oncology, University of Torino, Candiolo (TO), Italy.,Dipartimento di Medicina di Precisione, Unità di Oncologia Medica, Università degli Studi della Campania Luigi Vanvitelli, Italy
| | - Chiara Wabl
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Alberto Bardelli
- Department of Oncology, University of Torino, Candiolo (TO), Italy.,Candiolo Cancer Institute, Candiolo (TO), Italy
| | - Hope S Rugo
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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19
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Ferrari L, Carugno M, Mensi C, Pesatori AC. Circulating Epigenetic Biomarkers in Malignant Pleural Mesothelioma: State of the Art and critical Evaluation. Front Oncol 2020; 10:445. [PMID: 32318342 PMCID: PMC7146237 DOI: 10.3389/fonc.2020.00445] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 03/13/2020] [Indexed: 12/18/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is a rare and aggressive cancer, which originates from the mesothelial cells of the pleura and is associated with asbestos exposure. In light of its aggressive nature, late diagnosis and dismal prognosis, there is an urgent need for identification of biomarkers in easily accessible samples (such as blood) for early diagnosis of MPM. In the last 10 years, epigenetic markers, such as DNA methylation and microRNAs (miRNAs), have gained popularity as possible early diagnostic and prognostic biomarkers in cancer research. The aim of this review is to provide a critical analysis of the current evidences on circulating epigenetic biomarkers for MPM and on their translational potential to the clinical practice for early diagnosis and for prognosis.
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Affiliation(s)
- Luca Ferrari
- EPIGET LAB, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Michele Carugno
- EPIGET LAB, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.,Epidemiology Unit, Department of Preventive Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Carolina Mensi
- Epidemiology Unit, Department of Preventive Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Angela Cecilia Pesatori
- EPIGET LAB, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.,Epidemiology Unit, Department of Preventive Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
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20
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McGuire AL, Hughesman CB, McConechy MK, Melosky B, Lam S, Myers R, Yee J, Tang E, Yip S. Optimizing molecular residual disease detection using liquid biopsy postoperatively in early stage lung cancer. Lung Cancer Manag 2020; 9:LMT24. [PMID: 32346401 PMCID: PMC7186850 DOI: 10.2217/lmt-2019-0017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Affiliation(s)
- Anna L McGuire
- Department of Surgery, Division of Thoracic Surgery, Vancouver General Hospital, University of British Columbia, Vancouver V5Z1M9, BC, Canada
| | - Curtis B Hughesman
- Department of Pathology and Laboratory Medicine, BC Cancer, Cancer Genetics & Genomics Laboratory, Vancouver, BC, Canada
| | | | - Barb Melosky
- Department of Medical Oncology, BC Cancer Agency, Vancouver, British Columbia, Vancouver, BC, Canada.,Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | - Stephen Lam
- Department of Medical Oncology, BC Cancer Agency, Vancouver, British Columbia, Vancouver, BC, Canada.,Department of Medicine, Divisions of Respiratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Renelle Myers
- Department of Medical Oncology, BC Cancer Agency, Vancouver, British Columbia, Vancouver, BC, Canada.,Department of Medicine, Divisions of Respiratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - John Yee
- Department of Surgery, Division of Thoracic Surgery, Vancouver General Hospital, University of British Columbia, Vancouver V5Z1M9, BC, Canada
| | - Ernest Tang
- Department of Surgery, Division of Thoracic Surgery, Vancouver General Hospital, University of British Columbia, Vancouver V5Z1M9, BC, Canada
| | - Stephen Yip
- Department of Pathology and Laboratory Medicine, BC Cancer, Cancer Genetics & Genomics Laboratory, Vancouver, BC, Canada.,Department of Pathology & Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
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21
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Abstract
Ovarian cancer has the worst survival rate because it is typically diagnosed at advanced stage. Despite treatment, the disease commonly recurs due to chemo-resistance. Liquid biopsy, based on minimally invasive blood tests, has the advantage of following tumor evolution in real time, offering novel insights on cancer prevention and treatment. Circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), circulating cell-free microRNAs (cfmiRNAs) and circulating exosomes represent the major components of liquid biopsy. In this chapter, we provide an overview of recent research on CTCs, ctDNA, cfmiRNAs and exosomes in ovarian cancer. We also focus on the clinical value of liquid biopsy in early diagnosis, prognosis, treatment response, as well as screening in the general population.
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Affiliation(s)
- Lydia Giannopoulou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece
| | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece.
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22
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NPY Gene Methylation as a Universal, Longitudinal Plasma Marker for Evaluating the Clinical Benefit from Last-Line Treatment with Regorafenib in Metastatic Colorectal Cancer. Cancers (Basel) 2019; 11:cancers11111649. [PMID: 31731482 PMCID: PMC6896074 DOI: 10.3390/cancers11111649] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Revised: 10/23/2019] [Accepted: 10/23/2019] [Indexed: 12/12/2022] Open
Abstract
There is a need for biomarkers to improve the clinical benefit from systemic treatment of colorectal cancer. We designed a prospective, clinical study where patients receiving regorafenib as last-line treatment had sequential blood samples drawn. Effect and toxicity was monitored. The primary clinical endpoint was progression free survival (PFS). Cell-free circulating tumor (ct) DNA was measured as either the fraction with Neuropeptide Y (NPY) methylated DNA or KRAS/NRAS/BRAF mutated ctDNA. One hundred patients were included from three Danish centers. Among 95 patients who received regorafenib for at least two weeks, the median PFS was 2.1 months (95% confidence interval (CI) 1.8–3.3) and the median overall survival (OS) was 5.2 months (95% CI 4.3–6.5). Grade 3–4 toxicities were reported 51 times, most frequently hypertension, hand-food syndrome, and skin rash. In the biomarker population of 91 patients, 49 could be monitored using mutated DNA and 90 using methylated DNA. There was a strong correlation between mutated and methylated DNA. The median survival for patients with a level of methylated ctDNA above the median was 4.3 months compared to 7.6 months with ctDNA below the median, p < 0.001. The median time from increasing methylated ctDNA to disease progression was 1.64 months (range 0.46–8.38 months). In conclusion, NPY methylated ctDNA was a universal liquid biopsy marker in colorectal cancer patients treated with regorafenib. High baseline levels correlated with short survival and changes during treatment may predict early effect and later progression. We suggest plasma NPY methylation analysis as an easy and universally applicable method for longitudinal monitoring of ctDNA in metastatic colorectal cancer patients.
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23
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Towards Circulating-Tumor DNA-Based Precision Medicine. J Clin Med 2019; 8:jcm8091365. [PMID: 31480647 PMCID: PMC6780195 DOI: 10.3390/jcm8091365] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 08/06/2019] [Accepted: 08/22/2019] [Indexed: 02/08/2023] Open
Abstract
In the era of precision medicine, targeted therapies have been implemented for various diseases. Genomic information guides decision-making in cancer treatment. The improvements in next-generation sequencing and polymerase chain reaction have made it possible to access the genetic information using circulating-tumor DNAs (ctDNAs). Molecular characteristics of individual tumors can be obtained by analysis of ctDNAs, thus making them excellent tools to guide decision-making during treatment. In oncology, the use of ctDNAs in clinical practice is now gaining importance. Molecular analysis of ctDNAs has potential for multiple clinical applications, including early diagnosis, prognosis of disease, prognostic and/or predictive biomarkers, and monitoring response to therapy and clonal evolution. In this paper, we highlight the applications of ctDNAs in cancer management, especially in metastatic setting, and summarize recent studies about the use of ctDNAs as predictive biomarkers for the therapeutic adaptation/response in lung cancer, breast cancer, and colorectal cancer. These studies offer the evidence to use ctDNAs as a promising approach to solve unmet clinical needs.
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24
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Ma J, Zhang L, Bian HR, Lu ZG, Zhu L, Yang P, Zeng ZC, Xiang ZL. A Noninvasive Prediction Nomogram for Lymph Node Metastasis of Hepatocellular Carcinoma Based on Serum Long Noncoding RNAs. BIOMED RESEARCH INTERNATIONAL 2019; 2019:1710670. [PMID: 31355249 PMCID: PMC6634290 DOI: 10.1155/2019/1710670] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 05/17/2019] [Accepted: 05/23/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND AND OBJECTIVES Lymph node metastasis (LNM) is common in hepatocellular carcinoma (HCC). In order to intervene HCC LNM in advance, we developed a prediction nomogram based on serum long noncoding RNA (lncRNA). METHODS Serum samples from 242 HCC patients were gathered and randomly enrolled into the training and validation cohorts. LncRNAs screened out from microarray were quantified with qRT-PCR. Univariate and multivariate analyses were applied for screening independent risk factors. A prediction nomogram was ultimately developed for HCC LNM. The nomogram was estimated by discrimination and calibration tests in the validation cohort. The effects of the candidate lncRNA on the malignant phenotypes of HCC cells were further explored by wound healing assay and colony formation assay. RESULTS ENST00000418803, lnc-ZNF35-4:1, lnc-EPS15L1-2:1, BCLC stage, and vascular invasion were selected as components of the nomogram according to the adjusted multivariate analysis. The nomogram effectively predicted the HCC LNM risk among the cohorts with suitable calibration fittings and displayed high discrimination with C-index of 0.89 and 0.85. Moreover, the abnormally high expression of lnc-EPS15L1-2:1 in HCC cell lines showed significant carcinogenic effects. CONCLUSIONS The noninvasive nomogram may provide more diagnostic basis for treatments of HCC. The biomarkers identified can bring new clues to basic researches.
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Affiliation(s)
- Jie Ma
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Li Zhang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hai-Rong Bian
- Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zheng-Guo Lu
- Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lian Zhu
- Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ping Yang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhao-Chong Zeng
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zuo-Lin Xiang
- Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
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25
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Xu H, Baidoo AAH, Su S, Ye J, Chen C, Xie Y, Bertolaccini L, Ismail M, Ricciuti B, Ng CSH, Flores RM, Li Y. A comparison of EGFR mutation status in tissue and plasma cell-free DNA detected by ADx-ARMS in advanced lung adenocarcinoma patients. Transl Lung Cancer Res 2019; 8:135-143. [PMID: 31106124 DOI: 10.21037/tlcr.2019.03.10] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background Previous studies have shown that there are different methods used to detect the epidermal growth factor receptor (EGFR) mutation status in plasma cell-free DNA (cfDNA) for advanced lung adenocarcinoma patients including the ADx-Amplification Refractory Mutation System (ADx-ARMS). We explored the performance of the ADx-ARMS in detecting the EGFR mutations in cfDNA. Methods This prospective cohort study enrolled patients who presented with advanced (stage IIIb/IV) lung adenocarcinoma. EGFR mutations in plasma cfDNA and tumor tissues by ADx-ARMS were detected. Next-generation sequencing (NGS) in plasma was performed in patients with inconsistent gene region mutations in the plasma and matched tissue samples. We calculated the clinical parameters of the ADx-ARMS for EGFR mutation status in the plasma of cfDNA, using the tumor tissues as the standard for measurement. The objective response rate (ORR) and progression-free survival (PFS) were also calculated for patients receiving first-generation EGFR-tyrosine kinase inhibitors (TKIs) therapy. Results In total, 203 patients were included in the final analysis. Mutations were discovered in 58.6% (119/203) of the tumor tissues and 31.0% (63/203) were detected EGFR mutations in both tumor tissues and matched plasma. The sensitivity and the specificity setting for detecting the EGFR mutations in the plasma using the ADx-ARMS were configured to 52.9% and 98.8%. An ORR of 64.8% was observed among the 71 patients who were identified as being EGFR-positive in their tumor tissues, who had received treatments using Gefitinib or Icotinib. Next, the ORR was observed to be 69.0% among the 42 patients with an EGFR mutation in their plasma. The median PFS of the patients with an EGFR mutation in tumor tissues and plasma were 10.0 vs. 11.0 months (P=0.175). The median PFS of the patients with an EGFR wild-type in the plasma was 8.7 months, which was significantly shorter than the EGFR mutant-type in plasma (P=0.001). Conclusions Using ADx-ARMS as an approach with high specificity but moderate sensitivity to detect the EGFR mutations in plasma cfDNA and EGFR mutation status in plasma cfDNA using the ADx-ARMS can predict the tumor response for EGFR-TKIs.
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Affiliation(s)
- Hanyan Xu
- The Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, China
| | - Adam Abdul Hakeem Baidoo
- The Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, China
| | - Shanshan Su
- The Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, China
| | - Junru Ye
- The Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, China
| | - Chengshui Chen
- The Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, China
| | - Yupeng Xie
- The Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, China
| | - Luca Bertolaccini
- Department of Thoracic Surgery, Maggiore Teaching Hospital, Bologna, Italy
| | - Mahmoud Ismail
- Department for Thoracic Surgery, Klinikum Ernst von Bergmann, Academic Hospital of the Charité - Universitätsmedizin, Humboldt University Berlin, Berlin, Germany
| | - Biagio Ricciuti
- Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, Perugia, Italy
| | - Calvin Sze Hang Ng
- Department of Surgery, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong, China
| | - Raja M Flores
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yuping Li
- The Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, China
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26
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Jiang Y, Zong W, Ju S, Jing R, Cui M. Promising member of the short interspersed nuclear elements ( Alu elements): mechanisms and clinical applications in human cancers. J Med Genet 2019; 56:639-645. [PMID: 30852527 DOI: 10.1136/jmedgenet-2018-105761] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 01/13/2019] [Accepted: 01/31/2019] [Indexed: 12/11/2022]
Abstract
Alu elements are one of most ubiquitous repetitive sequences in human genome, which were considered as the junk DNA in the past. Alu elements have been found to be associated with human diseases including cancers via events such as amplification, insertion, recombination or RNA editing, which provide a new perspective of oncogenesis at both DNA and RNA levels. Due to the prevalent distribution, Alu elements are widely used as target molecule of liquid biopsy. Alu-based cell-free DNA shows feasible application value in tumour diagnosis, postoperative monitoring and adjuvant therapy. In this review, the special tumourigenesis mechanism of Alu elements in human cancers is discussed, and the application of Alu elements in various tumour liquid biopsy is summarised.
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Affiliation(s)
- Yun Jiang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China.,Medical college, Nantong University, Nantong, Jiangsu, China
| | - Wei Zong
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China.,Medical college, Nantong University, Nantong, Jiangsu, China
| | - Shaoqing Ju
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Rongrong Jing
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Ming Cui
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
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27
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Johansson G, Andersson D, Filges S, Li J, Muth A, Godfrey TE, Ståhlberg A. Considerations and quality controls when analyzing cell-free tumor DNA. BIOMOLECULAR DETECTION AND QUANTIFICATION 2019; 17:100078. [PMID: 30906693 PMCID: PMC6416156 DOI: 10.1016/j.bdq.2018.12.003] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 12/05/2018] [Accepted: 12/19/2018] [Indexed: 12/18/2022]
Abstract
Circulating cell-free tumor DNA (ctDNA) is a promising biomarker in cancer. Ultrasensitive technologies enable detection of low (< 0.1%) mutant allele frequencies, a pre-requisite to fully utilize the potential of ctDNA in cancer diagnostics. In addition, the entire liquid biopsy workflow needs to be carefully optimized to enable reliable ctDNA analysis. Here, we discuss important considerations for ctDNA detection in plasma. We show how each experimental step can easily be evaluated using simple quantitative PCR assays, including detection of cellular DNA contamination and PCR inhibition. Furthermore, ctDNA assay performance is also demonstrated to be affected by both DNA fragmentation and target sequence. Finally, we show that quantitative PCR is useful to estimate the required sequencing depth and to monitor DNA losses throughout the workflow. The use of quality control assays enables the development of robust and standardized workflows that facilitate the implementation of ctDNA analysis into clinical routine.
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Affiliation(s)
- Gustav Johansson
- Sahlgrenska Cancer Center, Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Medicinaregatan 1F, 413 90, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
- Respiratory Inflammation and Autoimmunity, IMED Biotech Unit, AstraZeneca, Gothenburg, Sweden
| | - Daniel Andersson
- Sahlgrenska Cancer Center, Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Medicinaregatan 1F, 413 90, Gothenburg, Sweden
| | - Stefan Filges
- Sahlgrenska Cancer Center, Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Medicinaregatan 1F, 413 90, Gothenburg, Sweden
| | - Junrui Li
- Sahlgrenska Cancer Center, Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Medicinaregatan 1F, 413 90, Gothenburg, Sweden
| | - Andreas Muth
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Tony E. Godfrey
- Department of Surgery, Boston University School of Medicine, 700 Albany Street, Boston, MA, 02118, USA
| | - Anders Ståhlberg
- Sahlgrenska Cancer Center, Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Medicinaregatan 1F, 413 90, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Pathology and Genetics, Sahlgrenska University Hospital, 413 45, Gothenburg, Sweden
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28
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Giannopoulou L, Kasimir-Bauer S, Lianidou ES. Liquid biopsy in ovarian cancer: recent advances on circulating tumor cells and circulating tumor DNA. Clin Chem Lab Med 2019; 56:186-197. [PMID: 28753534 DOI: 10.1515/cclm-2017-0019] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 03/02/2017] [Indexed: 12/18/2022]
Abstract
Ovarian cancer remains the most lethal disease among gynecological malignancies despite the plethora of research studies during the last decades. The majority of patients are diagnosed in an advanced stage and exhibit resistance to standard chemotherapy. Circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA) represent the main liquid biopsy approaches that offer a minimally invasive sample collection. Both have shown a diagnostic, prognostic and predictive value in many types of solid malignancies and recent studies attempted to shed light on their role in ovarian cancer. This review is mainly focused on the clinical value of both CTCs and ctDNA in ovarian cancer and, more specifically, on their potential as diagnostic, prognostic and predictive tumor biomarkers.
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Affiliation(s)
- Lydia Giannopoulou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece
| | - Sabine Kasimir-Bauer
- Department of Gynecology and Obstetrics, University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece
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29
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Zhou Y, Xu Y, Gong Y, Zhang Y, Lu Y, Wang C, Yao R, Li P, Guan Y, Wang J, Xia X, Yang L, Yi X, Sun Q. Clinical factors associated with circulating tumor DNA (ctDNA) in primary breast cancer. Mol Oncol 2019; 13:1033-1046. [PMID: 30672098 PMCID: PMC6487710 DOI: 10.1002/1878-0261.12456] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 01/04/2019] [Accepted: 01/15/2019] [Indexed: 12/18/2022] Open
Abstract
Noninvasive circulating tumor DNA (ctDNA) can be used to predict breast cancer recurrence and prognosis. In this study, we detected 226 and 114 somatic variants in tumor DNA from 70 primary breast cancer (PBC) patients (98.59%) and ctDNA from 48 patients (67.61%), respectively. Gene frequencies of tumor DNA and ctDNA significantly correlated (R2 = 0.9532, P < 0.0001), and tumor-derived variants were detectable in the blood of 43 patients. ctDNA was more often detected in locally advanced/metastatic and nonluminal patients. Multivariate analysis revealed that individual N stage (P < 0.001) and hormone receptor (HR) status (P = 0.001) could independently predict the detectability of tumor-derived mutations in blood. The maximal variant allele frequency of ctDNA was significantly higher in patients with stage IV/M1 (P = 0.0136) and stage T3/T4 (P = 0.0085) cancers. Finally, clonal variants in tumor DNA were more easily traced in ctDNA than subclonal variants (84.62% vs 48.75%). In conclusion, ctDNA fragments concordant with tumor DNA can be consistently detected in the majority of tested PBC patients, which may enable noninvasive genomic profiling of PBC, particularly for patients with advanced-stage tumors and positive HR status.
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Affiliation(s)
- Yidong Zhou
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | | | | | | | | | - Changjun Wang
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Ru Yao
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Peng Li
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Yanfang Guan
- Geneplus-Beijing Institute, China.,Department of Computer Science and Technology, School of Electronic and Information Engineering, Xi'an Jiaotong University, China
| | - Jiayin Wang
- Department of Computer Science and Technology, School of Electronic and Information Engineering, Xi'an Jiaotong University, China
| | | | | | - Xin Yi
- Geneplus-Beijing Institute, China
| | - Qiang Sun
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
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30
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Zhou Y, Xu Y, Gong Y, Zhang Y, Lu Y, Wang C, Yao R, Li P, Guan Y, Wang J, Xia X, Yang L, Yi X, Sun Q. Clinical factors associated with circulating tumor DNA (ctDNA) in primary breast cancer. Mol Oncol 2019. [PMID: 30672098 DOI: 10.1002/1878‐0261.12456] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Noninvasive circulating tumor DNA (ctDNA) can be used to predict breast cancer recurrence and prognosis. In this study, we detected 226 and 114 somatic variants in tumor DNA from 70 primary breast cancer (PBC) patients (98.59%) and ctDNA from 48 patients (67.61%), respectively. Gene frequencies of tumor DNA and ctDNA significantly correlated (R2 = 0.9532, P < 0.0001), and tumor-derived variants were detectable in the blood of 43 patients. ctDNA was more often detected in locally advanced/metastatic and nonluminal patients. Multivariate analysis revealed that individual N stage (P < 0.001) and hormone receptor (HR) status (P = 0.001) could independently predict the detectability of tumor-derived mutations in blood. The maximal variant allele frequency of ctDNA was significantly higher in patients with stage IV/M1 (P = 0.0136) and stage T3/T4 (P = 0.0085) cancers. Finally, clonal variants in tumor DNA were more easily traced in ctDNA than subclonal variants (84.62% vs 48.75%). In conclusion, ctDNA fragments concordant with tumor DNA can be consistently detected in the majority of tested PBC patients, which may enable noninvasive genomic profiling of PBC, particularly for patients with advanced-stage tumors and positive HR status.
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Affiliation(s)
- Yidong Zhou
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | | | | | | | | | - Changjun Wang
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Ru Yao
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Peng Li
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Yanfang Guan
- Geneplus-Beijing Institute, China.,Department of Computer Science and Technology, School of Electronic and Information Engineering, Xi'an Jiaotong University, China
| | - Jiayin Wang
- Department of Computer Science and Technology, School of Electronic and Information Engineering, Xi'an Jiaotong University, China
| | | | | | - Xin Yi
- Geneplus-Beijing Institute, China
| | - Qiang Sun
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
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31
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Abstract
This study is to investigate the genomic methylation in cervical adenocarcinoma in Xinjiang, China, using the DNA methylation analysis chips.Methylation of 5 cases of cervical adenocarcinoma tissues and 5 cases of normal cervical tissues were analyzed by the Illumina 850K methylation chip. The genes with abnormal methylation modification were screened out and analyzed by the gene ontology (GO) functional annotation analysis. Enrichment analysis of kyoto encyclopedia of genes and genomes (KEGG) signal transduction pathways was also performed.Totally 4056 sites showed differential expression patterns in cervical adenocarcinoma tissues compared to normal cervical tissues, of which 3738 were hypermethylated, and 318 were hypomethylated. The distribution of these sites covered from the 1st to 22nd chromosomes. GO functional annotation analysis showed that the differentially expressed genes in cervical adenocarcinoma tissues were mainly involved in the processes of tumor growth, development, metabolism, ion transport, transcriptional regulation, cell division, cell cycle regulation, and signal transduction. KEGG signaling pathway analysis showed that the most significantly different signaling pathway was the neuroactive ligand-receptor interaction. Gene-net-work analysis suggested that CCND1, CTNNB1, MAPK10, and PRKCA were involved.Methylated genes are specifically expressed in cervical adenocarcinoma tissues in Xinjiang, China. Four of these genes (CCND1, CTNNB1, MAPK10, and PRKCA) with differential expression patterns may play important regulatory roles in cervical adenocarcinoma development through affecting the neuroactive ligand-receptor interaction.
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32
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Norcic G. Liquid Biopsy in Colorectal Cancer-Current Status and Potential Clinical Applications. MICROMACHINES 2018; 9:mi9060300. [PMID: 30424233 PMCID: PMC6187650 DOI: 10.3390/mi9060300] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 06/07/2018] [Accepted: 06/12/2018] [Indexed: 02/07/2023]
Abstract
Colorectal cancer is one of the most frequent solid malignancies worldwide. The treatment is either surgical or multimodal and depends on the stage of the disease at diagnosis. Accurate disease assessment is thus of great importance for choosing the most optimal treatment strategy. However, the standard means of disease assessment by radiological imaging or histopathological analysis of the removed tumor tissue lack the sensitivity in detecting the early systemic spread of the disease. To overcome this deficiency, the concept of liquid biopsy from the peripheral blood of patients has emerged as a new, very promising diagnostic tool. In this article, we provide an overview of the current status of clinical research on liquid biopsy in colorectal cancer. We also highlight the clinical situations in which the concept might be of the greatest benefit for the management of colorectal cancer patients in the future.
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Affiliation(s)
- Gregor Norcic
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloska Cesta 7, Ljubljana 1000, Slovenia.
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33
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Andriamanampisoa CL, Bancaud A, Boutonnet-Rodat A, Didelot A, Fabre J, Fina F, Garlan F, Garrigou S, Gaudy C, Ginot F, Henaff D, Laurent-Puig P, Morin A, Picot V, Saias L, Taly V, Tomasini P, Zaanan A. BIABooster: Online DNA Concentration and Size Profiling with a Limit of Detection of 10 fg/μL and Application to High-Sensitivity Characterization of Circulating Cell-Free DNA. Anal Chem 2018; 90:3766-3774. [PMID: 29498256 DOI: 10.1021/acs.analchem.7b04034] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
We describe a technology to perform sizing and concentration analysis of double stranded DNA with a sensitivity of 10 fg/μL in an operating time of 20 min. The technology is operated automatically on a commercial capillary electrophoresis instrument using electro-hydrodynamic actuation. It relies on a new capillary device that achieves online concentration of DNA at the junction between two capillaries of different diameters, thanks to viscoelastic lift forces. Using a set of DNA ladders in the range of 100-1500 bp, we report a sizing accuracy and precision better than 3% and a concentration quantification precision of ∼20%. When the technology is applied to the analysis of clinical samples of circulating cell-free DNA (cfDNA), the measured cfDNA concentrations are in good correlation with those measured by digital PCR. Furthermore, the cfDNA size profiles indicate that the fraction of low molecular weight cfDNA in the range of 75-240 bp is a candidate biomarker to discriminate between healthy subjects and cancer patients. We conclude that our technology is efficient in analyzing highly diluted DNA samples and suggest that it will be helpful in translational and clinical research involving cfDNA.
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Affiliation(s)
| | - Aurélien Bancaud
- LAAS-CNRS , Université de Toulouse, CNRS , 7 Avenue du Colonel Roche , 31400 Toulouse , France
| | | | - Audrey Didelot
- INSERM UMR-S1147, CNRS SNC5014 , Paris Descartes University , 45 rue des Saints-Pères , Paris , France
| | - Jacques Fabre
- Picometrics Technologies , 478 rue de la Découverte , 31 670 Labège , France
| | - Frédéric Fina
- Laboratoire de Biologie Médicale, Unité de développement technologique , Timone, Assistance Publique Hôpitaux de Marseille , 13005 Marseille , France.,ID-Solutions , 310 rue Louis Pasteur , 34790 Grabels , France.,Service d'Anatomie Pathologique et Neuropathologie, Timone II , Assistance Publique Hôpitaux de Marseille , 13005 Marseille , France
| | - Fanny Garlan
- INSERM UMR-S1147, CNRS SNC5014 , Paris Descartes University , 45 rue des Saints-Pères , Paris , France
| | - Sonia Garrigou
- INSERM UMR-S1147, CNRS SNC5014 , Paris Descartes University , 45 rue des Saints-Pères , Paris , France
| | - Caroline Gaudy
- Service de Dermatologie, Vénéréologie et Cancérologie cutanée , Timone, Assistance Publique Hôpitaux de Marseille , 13005 Marseille , France
| | - Frédéric Ginot
- Picometrics Technologies , 478 rue de la Découverte , 31 670 Labège , France
| | - Daniel Henaff
- ID-Solutions , 310 rue Louis Pasteur , 34790 Grabels , France
| | - Pierre Laurent-Puig
- INSERM UMR-S1147, CNRS SNC5014 , Paris Descartes University , 45 rue des Saints-Pères , Paris , France.,Department of Digestive Oncology , European Georges Pompidou Hospital, AP-HP , 20 Rue Leblanc , 75015 Paris , France
| | - Arnaud Morin
- Picometrics Technologies , 478 rue de la Découverte , 31 670 Labège , France
| | - Vincent Picot
- Picometrics Technologies , 478 rue de la Découverte , 31 670 Labège , France
| | - Laure Saias
- Picometrics Technologies , 478 rue de la Découverte , 31 670 Labège , France
| | - Valérie Taly
- INSERM UMR-S1147, CNRS SNC5014 , Paris Descartes University , 45 rue des Saints-Pères , Paris , France
| | - Pascale Tomasini
- Multidisciplinary Oncology & Therapeutic Innovations Department , Aix Marseille University, Assistance Publique Hôpitaux de Marseille , Hôpital Nord, 13015 Marseille , France
| | - Aziz Zaanan
- INSERM UMR-S1147, CNRS SNC5014 , Paris Descartes University , 45 rue des Saints-Pères , Paris , France.,Department of Digestive Oncology , European Georges Pompidou Hospital, AP-HP , 20 Rue Leblanc , 75015 Paris , France
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34
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Chen J, Huan W, Zuo H, Zhao L, Huang C, Liu X, Hou S, Qi J, Shi W. Alu methylation serves as a biomarker for non-invasive diagnosis of glioma. Oncotarget 2018; 7:26099-106. [PMID: 27028997 PMCID: PMC5041967 DOI: 10.18632/oncotarget.8318] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 03/04/2016] [Indexed: 01/22/2023] Open
Abstract
Current techniques for diagnosing glioma are invasive and do not accurately predict prognosis. We developed a novel, non-invasive liquid chip assay to diagnose glioma and predict prognosis. Using this method, we determined the methylation state of the Alu element in cell-free DNA extracted from the serum of 109 glioma patients. Controls included 56 patients with benign intracranial tumors and 50 healthy subjects. Matched tumor tissues were processed for 36 patients. The cfDNA from glioma patients showed lower levels of Alu methylation than the controls (P<0.01). Alu methylation was also lower in high-grade than low-grade gliomas (P<0.01), indicating that Alu methylation correlates negatively with disease severity. Moreover, Alu methylation correlated positively with survival (P<0.01). These findings suggest high-throughput liquid chip could serve as a non-invasive diagnostic assay for glioma.
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Affiliation(s)
- Jian Chen
- Department of Neurological Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Wei Huan
- Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Hao Zuo
- Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Longxiang Zhao
- Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Chuanjun Huang
- Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Xiaojiang Liu
- Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Shiqiang Hou
- Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Jing Qi
- Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Wei Shi
- Department of Neurological Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China.,Comprehensive Surgical Laboratory, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
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35
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Veldore VH, Choughule A, Routhu T, Mandloi N, Noronha V, Joshi A, Dutt A, Gupta R, Vedam R, Prabhash K. Validation of liquid biopsy: plasma cell-free DNA testing in clinical management of advanced non-small cell lung cancer. LUNG CANCER (AUCKLAND, N.Z.) 2018; 9:1-11. [PMID: 29379323 PMCID: PMC5757203 DOI: 10.2147/lctt.s147841] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Plasma cell-free tumor DNA, or circulating tumor DNA (ctDNA), from liquid biopsy is a potential source of tumor genetic material, in the absence of tissue biopsy, for EGFR testing. Our validation study reiterates the clinical utility of ctDNA next generation sequencing (NGS) for EGFR mutation testing in non-small cell lung cancer (NSCLC). A total of 163 NSCLC cases were included in the validation, of which 132 patients had paired tissue biopsy and ctDNA. We chose to validate ctDNA using deep sequencing with custom designed bioinformatics methods that could detect somatic mutations at allele frequencies as low as 0.01%. Benchmarking allele specific real time PCR as one of the standard methods for tissue-based EGFR mutation testing, the ctDNA NGS test was validated on all the plasma derived cell-free DNA samples. We observed a high concordance (96.96%) between tissue biopsy and ctDNA for oncogenic driver mutations in Exon 19 and Exon 21 of the EGFR gene. The sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accuracy of the assay were 91.1%, 100% 100%, 95.6%, and 97%, respectively. A false negative rate of 3% was observed. A subset of mutations was also verified on droplet digital PCR. Sixteen percent EGFR mutation positivity was observed in patients where only liquid biopsy was available, thus creating options for targeted therapy. This is the first and largest study from India, demonstrating successful validation of circulating cell-free DNA as a clinically useful material for molecular testing in NSCLC.
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Affiliation(s)
| | | | | | | | | | - Amit Joshi
- Tata Memorial Centre, Parel, Mumbai, India
| | - Amit Dutt
- The Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Center, Kharghar, Navi Mumbai, Maharashtra, India
| | - Ravi Gupta
- MedGenome Labs Private Ltd,, Bangalore, India
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El Bairi K, Tariq K, Himri I, Jaafari A, Smaili W, Kandhro AH, Gouri A, Ghazi B. Decoding colorectal cancer epigenomics. Cancer Genet 2018; 220:49-76. [PMID: 29310839 DOI: 10.1016/j.cancergen.2017.11.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 11/01/2017] [Accepted: 11/06/2017] [Indexed: 02/07/2023]
Abstract
Colorectal cancer (CRC) is very heterogeneous and presents different types of epigenetic alterations including DNA methylation, histone modifications and microRNAs. These changes are considered as characteristics of various observed clinical phenotypes. Undoubtedly, the discovery of epigenetic pathways with novel epigenetic-related mechanisms constitutes a promising advance in cancer biomarker discovery. In this review, we provide an evidence-based discussing of the current understanding of CRC epigenomics and its role in initiation, epithelial-to-mesenchymal transition and metastasis. We also discuss the recent findings regarding the potential clinical perspectives of these alterations as potent biomarkers for CRC diagnosis, prognosis, and therapy in the era of liquid biopsy.
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Affiliation(s)
- Khalid El Bairi
- Independent Research Team in Cancer Biology and Bioactive Compounds, Mohamed 1(st) University, Oujda, Morocco.
| | - Kanwal Tariq
- B-10 Jumani Center, Garden East, Karachi 74400, Pakistan
| | - Imane Himri
- Laboratory of Biochemistry, Faculty of Sciences, Mohamed I(st) Universiy, Oujda, Morocco; Delegation of the Ministry of Health, Oujda, Morocco
| | - Abdeslam Jaafari
- Laboratoire de Génie Biologique, Equipe d'Immunopharmacologie, Faculté des Sciences et Techniques, Université Sultan Moulay Slimane, Beni Mellal, Maroc
| | - Wiam Smaili
- Centre de Génomique Humaine, Faculté de Médecine et de Pharmacie, Université Mohamed V, Rabat, Maroc; Département de Génétique Médicale, Institut National d'Hygiène, Rabat, Maroc
| | - Abdul Hafeez Kandhro
- Department of Biochemistry, Healthcare Molecular and Diagnostic Laboratory, Hyderabad, Pakistan
| | - Adel Gouri
- Laboratory of Medical Biochemistry, Ibn Rochd University Hospital, Annaba, Algeria
| | - Bouchra Ghazi
- National Laboratory of Reference, Faculty of Medicine, Mohammed VI University of Health Sciences (UM6SS), Casablanca, Morocco
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Miyamoto Y, Zhang W, Lenz HJ. Molecular Landscape and Treatment Options for Patients with Metastatic Colorectal Cancer. Indian J Surg Oncol 2017; 8:580-590. [PMID: 29203992 PMCID: PMC5705494 DOI: 10.1007/s13193-016-0543-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 07/14/2016] [Indexed: 12/13/2022] Open
Abstract
Over the last 20 years, median survival for patients with metastatic colorectal cancer (CRC) has remarkably improved from about 12 to over 30 months, mainly because of the development of new agents and patient selection using predictive biomarkers. However, the identification of the most effective treatment for an individual patient is still a challenge. Molecular profiling of CRC has made great progress, but it is limited by tumor heterogeneity and absence of driver mutation. However, RAS, BRAF, and microsatellite instability are validated biomarker recommended by NCCN and ESMO. In this review, we discuss recent advances and future developments.
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Affiliation(s)
- Yuji Miyamoto
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Shanon A. Carpenter Laboratory, Keck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA 90033 USA
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Wu Zhang
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Shanon A. Carpenter Laboratory, Keck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA 90033 USA
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Shanon A. Carpenter Laboratory, Keck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA 90033 USA
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Henry NL, Bedard PL, DeMichele A. Standard and Genomic Tools for Decision Support in Breast Cancer Treatment. Am Soc Clin Oncol Educ Book 2017; 37:106-115. [PMID: 28561710 DOI: 10.1200/edbk_175617] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Over the past few decades, comprehensive characterization of the cancer genome has elucidated pathways that drive cancer and mechanisms of resistance to therapy and provided important insights for development of new therapies. These advances have resulted in the development of prognostic and predictive tools for use in clinical settings, which can assist clinicians and patients in making informed decisions about the benefits of established therapies. In early-stage breast cancer, multiparameter genomic assays are now available for decision making about the duration of adjuvant endocrine therapy and the use of adjuvant chemotherapy. Similarly, in metastatic disease, there are multiple commercially available next-generation sequencing options for identifying genetic alterations in tumors that may be targeted with a drug. Although these tools hold great promise for providing precision medicine, it can be difficult for the treating physician to evaluate their clinical utility and appropriately select tools for individual clinical situations. This review summarizes the currently available genomic tools in breast cancer, the data underlying their clinical validity and utility, and how they can be used in conjunction with standard clinicopathologic data for making adjuvant and metastatic treatment decisions.
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Affiliation(s)
- N Lynn Henry
- From the University of Utah, Salt Lake City, UT; Department of Medicine, Division of Medical Oncology & Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada; Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Philippe L Bedard
- From the University of Utah, Salt Lake City, UT; Department of Medicine, Division of Medical Oncology & Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada; Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Angela DeMichele
- From the University of Utah, Salt Lake City, UT; Department of Medicine, Division of Medical Oncology & Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada; Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Guan Y, Mayba O, Sandmann T, Lu S, Choi Y, Darbonne WC, Leveque V, Ryner L, Humke E, Tam NW, Sujathasarma S, Cheung A, Bourgon R, Lackner MR, Wang Y. High-Throughput and Sensitive Quantification of Circulating Tumor DNA by Microfluidic-Based Multiplex PCR and Next-Generation Sequencing. J Mol Diagn 2017; 19:921-932. [DOI: 10.1016/j.jmoldx.2017.08.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Revised: 07/11/2017] [Accepted: 08/08/2017] [Indexed: 02/05/2023] Open
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Circulating Tumor DNA is Effective for Detection of KRAS Mutation in Colorectal Cancer: A Meta-Analysis. Int J Biol Markers 2017; 32:e421-e427. [PMID: 28885658 DOI: 10.5301/ijbm.5000295] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2017] [Indexed: 12/31/2022]
Abstract
Background Circulating tumor DNA (ctDNA) offers a novel and minimally invasive approach to the detection of the KRAS oncogene mutation in colorectal cancer. This study was conducted to compare the prognostic value of ctDNA with that of the current gold standard tumor tissue analysis. Methods A systematic literature review was conducted to identify relevant articles published from inception to December 27, 2016; the PubMed, Web of Science, Embase, Wanfang and China National Knowledge Infrastructure databases were searched. Pooled specificity, sensitivity, positive likelihood ratio, negative likelihood ratio and diagnostic odds ratio (DOR) estimates and areas under summary receiver operating characteristic (AUSROC) curves were calculated. We also performed subgroup and sensitivity analyses. Results Twenty-three studies with 1,715 colorectal cancer patients were included. The overall sensitivity and specificity were 0.75 (95% confidence interval [CI], 0.66-0.82) and 0.98 (CI, 0.95-0.99), respectively. The positive likelihood ratio was 31.8 (95% CI, 14.8-68.3), and the negative likelihood ratio was 0.26 (95% CI, 0.19-0.36). In addition, the AUSROC and DOR were 0.96 (95% CI, 0.93-0.97) and 123 (95% CI, 52-291), respectively. Substantial heterogeneity was observed across studies (I2 = 95%, 95% CI, 91-99). None of the subgroups investigated, including those defined by blood sample type, study region, TNM stage, detection site and detection method, could indicate the source of the observed heterogeneity. The results of the sensitivity analysis indicated that the results of our meta-analysis were stable. Conclusions Circulating tumor DNA may serve as a viable alternative to tissue analysis for the detection of KRAS mutations in colorectal cancer.
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Mehrotra M, Singh RR, Loghavi S, Duose DY, Barkoh BA, Behrens C, Patel KP, Routbort MJ, Kopetz S, Broaddus RR, Medeiros LJ, Wistuba II, Luthra R. Detection of somatic mutations in cell-free DNA in plasma and correlation with overall survival in patients with solid tumors. Oncotarget 2017. [PMID: 29535804 PMCID: PMC5828199 DOI: 10.18632/oncotarget.21982] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
A suitable clinical-grade platform is required for detection of somatic mutations with high sensitivity in cell-free DNA (cfDNA) of patients with solid tumors. In this study, we evaluated in parallel ultra-deep NGS with MassARRAY and allele-specific droplet digital PCR (ddPCR) for cfDNA genotyping and correlated cfDNA yield and mutation status with overall survival (OS) of patients. We assessed plasma samples from 46 patients with various advanced metastatic solid tumors and known mutations by deep sequencing using an Ampliseq cancer hotspot panel V2 on Ion Proton. A subset of these samples with DNA availability was tested by ddPCR and UltraSEEK MassARRAY for mutation detection in 5 genes (IDH1, PIK3CA, KRAS, BRAF, and NRAS). Sixty one of 104 expected tissue mutations and 6 additional mutations not present in the tissue were detected in cfDNA. ddPCR and MassARRAY showed 83% and 77% concordance with NGS for mutation detection with 100% and 79% sensitivity, respectively. The median OS of patients with lower cfDNA yield (74 vs 50 months; P < 0.03) and cfDNA negative for mutations (74.2 vs 53 months; p < 0.04) was significantly longer than in patients with higher cfDNA yield and positive for mutations. A limit-of-detection of 0.1% was demonstrated for ddPCR and MassARRAY platforms using a serially diluted positive cfDNA sample. The MassARRAY and ddPCR systems enable fast and cost-effective genotyping for a targeted set of mutations and can be used for single gene testing to guide response to chemotherapy or for orthogonal validation of NGS results.
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Affiliation(s)
- Meenakshi Mehrotra
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Rajesh R Singh
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sanam Loghavi
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Dzifa Yawa Duose
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Bedia A Barkoh
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Keyur P Patel
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mark J Routbort
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Russell R Broaddus
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - L Jeffrey Medeiros
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Rajyalakshmi Luthra
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Li Y, Xu H, Su S, Ye J, Chen J, Jin X, Lin Q, Zhang D, Ye C, Chen C. Clinical validation of a highly sensitive assay to detect EGFR mutations in plasma cell-free DNA from patients with advanced lung adenocarcinoma. PLoS One 2017; 12:e0183331. [PMID: 28829813 PMCID: PMC5568724 DOI: 10.1371/journal.pone.0183331] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 08/02/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) is a promising biomarker for noninvasive epidermal growth factor receptor (EGFR) mutations detection in lung cancer patients, but the existing methods have limitations in sensitivity or in availability. In this study, we evaluated the performance of a novel assay called ADx-SuperARMS in detecting EGFR mutations in plasma cell-free DNA from patients with advanced lung adenocarcinoma. METHODS A total of 109 patients with metastatic advanced adenocarcinoma were recruited who provided both blood samples and matched tumor tissue samples. EGFR mutation status in plasma samples were tested with ADx-SuperARMS EGFR assay and tumor tissue samples were tested with ADx-ARMS EGFR assay. The clinical sensitivity, specificity, positive prediction value (PPV), and negative prediction value (NPV) of ADx-SuperARMS EGFR assay were calculated by using EGFR mutation status in tumor tissue as standard reference. A receiver operating characteristic (ROC) analysis was implemented and an area under the curve (AUC) was calculated to evaluate sensitivity and specificity of exon 19 deletion (E19Del) and L858R mutation detection. The objective response rate (ORR) were calculated according to the EGFR mutation status determined by ADx-superARMS as well. RESULTS 0.2% analytical sensitivity and 100% specificity of the ADx-SuperARMS EGFR assays for EGFR E19Del, L858R, and T790M mutants were confirmed by using a series of diluted cell line DNA. In the clinical study, EGFR mutations were detected in 45.9% (50/109) of the plasma samples and in 56.9% (62/109) of the matched tumor tissue samples. The sensitivity, specificity, PPV and NPV of the ADx-SuperARMS EGFR assay for plasma EGFR mutation detection were 82.0% (50/61), 100% (48/48), 100% (50/50), and 81.4% (48/59), respectively. In ROC analysis, ADx-SuperARMS achieved sensitivity and specificity of 88% and 99% in E19Dels as well as sensitivity and specificity of 89% and 100% in L858R, respectively. Among the 35 patients who were plasma EGFR mutation positive and treated with first generation of EGFR-tyrosine kinase inhibitors (TKIs), 23 (65.7%) achieved partial response, 11 (31.4%) sustained disease, and 1 (2.9%) progressive disease. The ORR and disease control rate (DCR) were 65.7% and 97.1%, respectively. CONCLUSIONS ADx-SuperARMS EGFR assay is likely to be a highly sensitive and specific method to noninvasively detect plasma EGFR mutations of patients with advanced lung adenocarcinoma. The EGFR mutations detected by ADx-SuperARMS EGFR assay could predict the efficacy of the treatment with first generation of EGFR-TKIs. Hence, EGFR blood testing with ADx-SuperARMS could address the unmet clinical needs.
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Affiliation(s)
- Yuping Li
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Hanyan Xu
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Shanshan Su
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Junru Ye
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Junjie Chen
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xuru Jin
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Quan Lin
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Dongqing Zhang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Caier Ye
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Chengshui Chen
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
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Kubaczkova V, Vrabel D, Sedlarikova L, Besse L, Sevcikova S. Cell-free DNA - Minimally invasive marker of hematological malignancies. Eur J Haematol 2017; 99:291-299. [PMID: 28692178 DOI: 10.1111/ejh.12925] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/05/2017] [Indexed: 12/13/2022]
Abstract
Although tumor cells are the most reliable source of tumor DNA, biopsy of the tumor is an invasive procedure that should be avoided in some cases. The main limitation of any biopsy is sampling of one tumor site, which may not represent all malignant clones due to the heterogeneity of the tumor. These clones respond to treatment differently and thus directly influence survival of the patient. Circulating cell-free DNA (cfDNA) is released from multiple tumor sites, reflects overall heterogeneity of the tumor, and correlates with its progression. Detection of tumor-specific genetic and epigenetic aberrations in cfDNA could have a direct impact on molecular diagnosis, prognosis, follow-up of disease, monitoring of minimal residual disease, and response to treatment. While most cfDNA data are still experimental, they are very promising. This review focuses on cfDNA in hematological malignancies.
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Affiliation(s)
- Veronika Kubaczkova
- Faculty of Medicine, Babak Myeloma Group, Department of Pathological Physiology, Masaryk University, Brno, Czech Republic
| | - David Vrabel
- Department of Chemistry and Toxicology, Veterinary Research Institute, Brno, Czech Republic
| | - Lenka Sedlarikova
- Faculty of Medicine, Babak Myeloma Group, Department of Pathological Physiology, Masaryk University, Brno, Czech Republic
| | - Lenka Besse
- Experimental Oncology and Hematology, Department of Oncology and Hematology, Cantonal Hospital St Gallen, St Gallen, Switzerland
| | - Sabina Sevcikova
- Faculty of Medicine, Babak Myeloma Group, Department of Pathological Physiology, Masaryk University, Brno, Czech Republic
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Donovan MJ, Cordon-Cardo C. Implementation of a Precision Pathology Program Focused on Oncology-Based Prognostic and Predictive Outcomes. Mol Diagn Ther 2017; 21:115-123. [PMID: 28000172 DOI: 10.1007/s40291-016-0249-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Personalized or precision medicine as a diagnostic and therapeutic paradigm was introduced some 10-15 years ago, with the advent of biomarker discovery as a mechanism for identifying prognostic and predictive attributes associated with treatment indication and outcome. While the concept is not new, the successful development and implementation of novel 'companion diagnostics', especially in oncology, continues to represent a significant challenge and is currently at the forefront of smart trial design and therapeutic choice. The ability to determine patient selection for a specific therapy has broad implications including better chances for a positive outcome, limited exposure to potentially toxic drugs and improved health economics. Importantly, a significant step in this paradigm is the role of predictive pathology or the accurate assessment of morphology at the microscopic level. In breast cancer, this has been most useful where histologic attributes such as the classification of tubular and cribriform carcinoma dictates surgery while neoadjuvant studies suggest that patients with lobular carcinoma are not likely to benefit from chemotherapy. The next level of 'personalized pathology' at the tissue-cellular level is the use of 'protein biomarker panels' to classify the disease process and ultimately drive tumor characterization and treatment. The following review article will focus on the evolution of predictive pathology from a subjective, 'opinion-based' approach to a quantitative science. In addition, we will discuss the individual components of the precise pathology platform including advanced image analysis, biomarker quantitation with mathematical modeling and the integration with fluid-based (i.e. blood, urine) analytics as drivers of next generation precise patient phenotyping.
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Strotman LN, Millner LM, Valdes R, Linder MW. Liquid Biopsies in Oncology and the Current Regulatory Landscape. Mol Diagn Ther 2017; 20:429-36. [PMID: 27324559 DOI: 10.1007/s40291-016-0220-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
There is a profound need in oncology to detect cancer earlier, guide individualized therapies, and better monitor progress during treatment. Currently, some of this information can be achieved through solid tissue biopsy and imaging. However, these techniques are limited because of the invasiveness of the procedure and the size of the tumor. A liquid biopsy can overcome these barriers as its non-invasive nature allows samples to be collected over time. Liquid biopsies may also allow earlier detection than traditional imaging. Liquid biopsies include the analysis of circulating tumor cells (CTCs), cell-free nucleic acid (cfNA), or extracellular vesicles obtained from a variety of biofluids, such as peripheral blood. In this review, we discuss different liquid biopsy types and how they fit into the current regulatory landscape.
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Affiliation(s)
- Lindsay N Strotman
- Department of Pathology and Laboratory Medicine, School of Medicine, University of Louisville, 511 South Floyd Street, MDR 221, Louisville, KY, 40202, USA
- PGXL Technologies, 201 E. Floyd St., Suite 306, Louisville, KY, USA
| | - Lori M Millner
- Department of Pathology and Laboratory Medicine, School of Medicine, University of Louisville, 511 South Floyd Street, MDR 221, Louisville, KY, 40202, USA
- PGXL Technologies, 201 E. Floyd St., Suite 306, Louisville, KY, USA
| | - Roland Valdes
- Department of Pathology and Laboratory Medicine, School of Medicine, University of Louisville, 511 South Floyd Street, MDR 221, Louisville, KY, 40202, USA
- PGXL Technologies, 201 E. Floyd St., Suite 306, Louisville, KY, USA
| | - Mark W Linder
- Department of Pathology and Laboratory Medicine, School of Medicine, University of Louisville, 511 South Floyd Street, MDR 221, Louisville, KY, 40202, USA.
- PGXL Technologies, 201 E. Floyd St., Suite 306, Louisville, KY, USA.
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Mehrotra M, Singh RR, Chen W, Huang RS, Almohammedsalim AA, Barkoh BA, Simien CM, Hernandez M, Behrens C, Patel KP, Routbort MJ, Broaddus RR, Medeiros LJ, Wistuba II, Kopetz S, Luthra R. Study of Preanalytic and Analytic Variables for Clinical Next-Generation Sequencing of Circulating Cell-Free Nucleic Acid. J Mol Diagn 2017; 19:514-524. [DOI: 10.1016/j.jmoldx.2017.03.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2017] [Revised: 02/10/2017] [Accepted: 03/06/2017] [Indexed: 12/19/2022] Open
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Maxwell KN, Soucier-Ernst D, Tahirovic E, Troxel AB, Clark C, Feldman M, Colameco C, Kakrecha B, Langer M, Lieberman D, Morrissette JJD, Paul MR, Pan TC, Yee S, Shih N, Carpenter E, Chodosh LA, DeMichele A. Comparative clinical utility of tumor genomic testing and cell-free DNA in metastatic breast cancer. Breast Cancer Res Treat 2017. [PMID: 28500398 DOI: 10.1007/s10549‐017‐4257‐x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/29/2022]
Abstract
PURPOSE Breast cancer metastases differ biologically from primary disease; therefore, metastatic biopsies may assist in treatment decision making. Commercial genomic testing of both tumor and circulating tumor DNA have become available clinically, but utility of these tests in breast cancer management remains unclear. METHODS Patients undergoing a clinically indicated metastatic tumor biopsy were consented to the ongoing METAMORPH registry. Tumor and blood were collected at the time of disease progression before subsequent therapy, and patients were followed for response on subsequent treatment. Tumor testing (n = 53) and concurrent cell-free DNA (n = 32) in a subset of patients was performed using CLIA-approved assays. RESULTS The proportion of patients with a genomic alteration was lower in tumor than in blood (69 vs. 91%; p = 0.06). After restricting analysis to alterations covered on both platforms, 83% of tumor alterations were detected in blood, while 90% of blood alterations were detected in tumor. Mutational load specific for the panel genes was calculated for both tumor and blood. Time to progression on subsequent treatment was significantly shorter for patients whose tumors had high panel-specific mutational load (HR 0.31, 95% CI 0.12-0.78) or a TP53 mutation (HR 0.35, 95% CI 0.20-0.79), after adjusting for stage at presentation, hormone receptor status, prior treatment type, and number of lines of metastatic treatment. CONCLUSIONS Treating oncologists must distinguish platform differences from true biological heterogeneity when comparing tumor and cfDNA genomic testing results. Tumor and concurrent cfDNA contribute unique genomic information in metastatic breast cancer patients, providing potentially useful biomarkers for aggressive metastatic disease.
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Affiliation(s)
- Kara N Maxwell
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Danielle Soucier-Ernst
- Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Emin Tahirovic
- Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Andrea B Troxel
- Department of Population Health, NYU School of Medicine, New York, NY, USA
| | - Candace Clark
- Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Michael Feldman
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher Colameco
- Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Bijal Kakrecha
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Melissa Langer
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - David Lieberman
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer J D Morrissette
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Matt R Paul
- Department of Cancer Biology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Tien-Chi Pan
- Department of Cancer Biology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Stephanie Yee
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Natalie Shih
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Erica Carpenter
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Lewis A Chodosh
- Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Department of Cancer Biology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Department of Medicine, Division of Endocrinology, Diabetes and Metabolism at the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Angela DeMichele
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA. .,Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA. .,Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
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48
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Comparative clinical utility of tumor genomic testing and cell-free DNA in metastatic breast cancer. Breast Cancer Res Treat 2017; 164:627-638. [PMID: 28500398 DOI: 10.1007/s10549-017-4257-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 04/17/2017] [Indexed: 01/24/2023]
Abstract
PURPOSE Breast cancer metastases differ biologically from primary disease; therefore, metastatic biopsies may assist in treatment decision making. Commercial genomic testing of both tumor and circulating tumor DNA have become available clinically, but utility of these tests in breast cancer management remains unclear. METHODS Patients undergoing a clinically indicated metastatic tumor biopsy were consented to the ongoing METAMORPH registry. Tumor and blood were collected at the time of disease progression before subsequent therapy, and patients were followed for response on subsequent treatment. Tumor testing (n = 53) and concurrent cell-free DNA (n = 32) in a subset of patients was performed using CLIA-approved assays. RESULTS The proportion of patients with a genomic alteration was lower in tumor than in blood (69 vs. 91%; p = 0.06). After restricting analysis to alterations covered on both platforms, 83% of tumor alterations were detected in blood, while 90% of blood alterations were detected in tumor. Mutational load specific for the panel genes was calculated for both tumor and blood. Time to progression on subsequent treatment was significantly shorter for patients whose tumors had high panel-specific mutational load (HR 0.31, 95% CI 0.12-0.78) or a TP53 mutation (HR 0.35, 95% CI 0.20-0.79), after adjusting for stage at presentation, hormone receptor status, prior treatment type, and number of lines of metastatic treatment. CONCLUSIONS Treating oncologists must distinguish platform differences from true biological heterogeneity when comparing tumor and cfDNA genomic testing results. Tumor and concurrent cfDNA contribute unique genomic information in metastatic breast cancer patients, providing potentially useful biomarkers for aggressive metastatic disease.
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Yang M, Topaloglu U, Petty WJ, Pagni M, Foley KL, Grant SC, Robinson M, Bitting RL, Thomas A, Alistar AT, Desnoyers RJ, Goodman M, Albright C, Porosnicu M, Vatca M, Qasem SA, DeYoung B, Kytola V, Nykter M, Chen K, Levine EA, Staren ED, D’Agostino RB, Petro RM, Blackstock W, Powell BL, Abraham E, Pasche B, Zhang W. Circulating mutational portrait of cancer: manifestation of aggressive clonal events in both early and late stages. J Hematol Oncol 2017; 10:100. [PMID: 28472989 PMCID: PMC5418716 DOI: 10.1186/s13045-017-0468-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 04/20/2017] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Solid tumors residing in tissues and organs leave footprints in circulation through circulating tumor cells (CTCs) and circulating tumor DNAs (ctDNA). Characterization of the ctDNA portraits and comparison with tumor DNA mutational portraits may reveal clinically actionable information on solid tumors that is traditionally achieved through more invasive approaches. METHODS We isolated ctDNAs from plasma of patients of 103 lung cancer and 74 other solid tumors of different tissue origins. Deep sequencing using the Guardant360 test was performed to identify mutations in 73 clinically actionable genes, and the results were associated with clinical characteristics of the patient. The mutation profiles of 37 lung cancer cases with paired ctDNA and tumor genomic DNA sequencing were used to evaluate clonal representation of tumor in circulation. Five lung cancer cases with longitudinal ctDNA sampling were monitored for cancer progression or response to treatments. RESULTS Mutations in TP53, EGFR, and KRAS genes are most prevalent in our cohort. Mutation rates of ctDNA are similar in early (I and II) and late stage (III and IV) cancers. Mutation in DNA repair genes BRCA1, BRCA2, and ATM are found in 18.1% (32/177) of cases. Patients with higher mutation rates had significantly higher mortality rates. Lung cancer of never smokers exhibited significantly higher ctDNA mutation rates as well as higher EGFR and ERBB2 mutations than ever smokers. Comparative analysis of ctDNA and tumor DNA mutation data from the same patients showed that key driver mutations could be detected in plasma even when they were present at a minor clonal population in the tumor. Mutations of key genes found in the tumor tissue could remain in circulation even after frontline radiotherapy and chemotherapy suggesting these mutations represented resistance mechanisms. Longitudinal sampling of five lung cancer cases showed distinct changes in ctDNA mutation portraits that are consistent with cancer progression or response to EGFR drug treatment. CONCLUSIONS This study demonstrates that ctDNA mutation rates in the key tumor-associated genes are clinical parameters relevant to smoking status and mortality. Mutations in ctDNA may serve as an early detection tool for cancer. This study quantitatively confirms the hypothesis that ctDNAs in circulation is the result of dissemination of aggressive tumor clones and survival of resistant clones. This study supports the use of ctDNA profiling as a less-invasive approach to monitor cancer progression and selection of appropriate drugs during cancer evolution.
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Affiliation(s)
- Meng Yang
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, 300060 Tianjin, China
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Umit Topaloglu
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - W. Jeffrey Petty
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Matthew Pagni
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Kristie L. Foley
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Stefan C. Grant
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Mac Robinson
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Rhonda L. Bitting
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Alexandra Thomas
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Angela T. Alistar
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Rodwige J. Desnoyers
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Michael Goodman
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Carol Albright
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Mercedes Porosnicu
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Mihaela Vatca
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Shadi A. Qasem
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Laboratory Medicine and Pathology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Barry DeYoung
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Laboratory Medicine and Pathology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Ville Kytola
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Institute for Biosciences and Medical Technology, University of Tampere, 33520 Tampere, Finland
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Matti Nykter
- Institute for Biosciences and Medical Technology, University of Tampere, 33520 Tampere, Finland
| | - Kexin Chen
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, 300060 Tianjin, China
| | - Edward A. Levine
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of General Surgery-Section of Surgical Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Edgar D. Staren
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of General Surgery-Section of Surgical Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Ralph B. D’Agostino
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Robin M. Petro
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - William Blackstock
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Bayard L. Powell
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Edward Abraham
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Boris Pasche
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Department of Internal Medicine-Section of Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Wei Zhang
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Medical Center Blvd., Winston-Salem, NC 27157 USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Cancer Genomics and Precision Medicine, Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC 27157 USA
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50
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Abstract
PURPOSE OF REVIEW Recent years have seen advances in the early detection of cardiac graft rejection. RECENT FINDINGS We review the possibilities offered by tissue Doppler imaging and speckle tracking echocardiography, cardiac magnetic resonance, cardiac computed tomography, single positron emission tomography, gene expression profiling, and quantitation of donor-derived cell-free DNA, and microRNAs. SUMMARY Noninvasive monitoring of acute and chronic rejection after cardiac transplantation is an unmet need and remains a challenge. Imaging techniques and peripheral blood biomarkers are the most commonly used approaches, and in recent years there has been great progress. Gene expression profiling seems to be useful for ruling out the presence of a moderate to severe acute cellular rejection in stable, low-risk patients. Newer monitoring tools, like donor-derived cell-free DNA or microRNA, seem to be promising for individualizing immunosuppressive therapies and better understanding the mechanisms of rejection.
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