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Otsuji R, Fujioka Y, Hata N, Kuga D, Hatae R, Sangatsuda Y, Nakamizo A, Mizoguchi M, Yoshimoto K. Liquid Biopsy for Glioma Using Cell-Free DNA in Cerebrospinal Fluid. Cancers (Basel) 2024; 16:1009. [PMID: 38473369 PMCID: PMC10930790 DOI: 10.3390/cancers16051009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/24/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024] Open
Abstract
Glioma is one of the most common primary central nervous system (CNS) tumors, and its molecular diagnosis is crucial. However, surgical resection or biopsy is risky when the tumor is located deep in the brain or brainstem. In such cases, a minimally invasive approach to liquid biopsy is beneficial. Cell-free DNA (cfDNA), which directly reflects tumor-specific genetic changes, has attracted attention as a target for liquid biopsy, and blood-based cfDNA monitoring has been demonstrated for other extra-cranial cancers. However, it is still challenging to fully detect CNS tumors derived from cfDNA in the blood, including gliomas, because of the unique structure of the blood-brain barrier. Alternatively, cerebrospinal fluid (CSF) is an ideal source of cfDNA and is expected to contribute significantly to the liquid biopsy of gliomas. Several successful studies have been conducted to detect tumor-specific genetic alterations in cfDNA from CSF using digital PCR and/or next-generation sequencing. This review summarizes the current status of CSF-based cfDNA-targeted liquid biopsy for gliomas. It highlights how the approaches differ from liquid biopsies of other extra-cranial cancers and discusses the current issues and prospects.
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Affiliation(s)
- Ryosuke Otsuji
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Yutaka Fujioka
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Nobuhiro Hata
- Department of Neurosurgery, Oita University Faculty of Medicine, Yufu 879-5593, Japan
| | - Daisuke Kuga
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Ryusuke Hatae
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Yuhei Sangatsuda
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Akira Nakamizo
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Masahiro Mizoguchi
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
- Department of Neurosurgery, National Hospital Organization Kyushu Medical Center, Clinical Research Institute, Fukuoka 810-8563, Japan
| | - Koji Yoshimoto
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
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Shen H, Liu J, Chen K, Li X. Language model enables end-to-end accurate detection of cancer from cell-free DNA. Brief Bioinform 2024; 25:bbae053. [PMID: 38385880 PMCID: PMC10883418 DOI: 10.1093/bib/bbae053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/28/2023] [Accepted: 01/22/2024] [Indexed: 02/23/2024] Open
Abstract
We present a language model Affordable Cancer Interception and Diagnostics (ACID) that can achieve high classification performance in the diagnosis of cancer exclusively from using raw cfDNA sequencing reads. We formulate ACID as an autoregressive language model. ACID is pretrained with language sentences that are obtained from concatenation of raw sequencing reads and diagnostic labels. We benchmark ACID against three methods. On testing set subjected to whole-genome sequencing, ACID significantly outperforms the best benchmarked method in diagnosis of cancer [Area Under the Receiver Operating Curve (AUROC), 0.924 versus 0.853; P < 0.001] and detection of hepatocellular carcinoma (AUROC, 0.981 versus 0.917; P < 0.001). ACID can achieve high accuracy with just 10 000 reads per sample. Meanwhile, ACID achieves the best performance on testing sets that were subjected to bisulfite sequencing compared with benchmarked methods. In summary, we present an affordable, simple yet efficient end-to-end paradigm for cancer detection using raw cfDNA sequencing reads.
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Affiliation(s)
- Hongru Shen
- Tianjin Cancer Institute, Tianjin’s Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China
| | - Jilei Liu
- Tianjin Cancer Institute, Tianjin’s Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China
| | - Kexin Chen
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology of Tianjin, Tianjin’s Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China
| | - Xiangchun Li
- Tianjin Cancer Institute, Tianjin’s Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China
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Najafi S, Asemani Y, Majidpoor J, Mahmoudi R, Aghaei-Zarch SM, Mortezaee K. Tumor-educated platelets. Clin Chim Acta 2024; 552:117690. [PMID: 38056548 DOI: 10.1016/j.cca.2023.117690] [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: 10/15/2023] [Revised: 11/29/2023] [Accepted: 12/02/2023] [Indexed: 12/08/2023]
Abstract
Beyond traditional roles in homeostasis and coagulation, growing evidence suggests that platelets also reflect malignant transformation in cancer. Platelets are present in the tumor microenvironment where they interact with cancer cells. This interaction results in direct and indirect "education" as evident by platelet alterations in adhesion molecules, glycoproteins, nucleic acids, proteins and various receptors. Subsequently, these tumor-educated platelets (TEPs) circulate throughout the body and play pivotal roles in promotion of tumor growth and dissemination. Accordingly, platelet status can be considered a unique blood-based biomarker that can potentially predict prognosis and therapeutic success. Recently, liquid biopsies including TEPs have received much attention as safe, minimally invasive and sensitive alternatives for patient management. Herein, we provide an overview of TEPs and explore their benefits and limitations in cancer.
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Affiliation(s)
- Sajad Najafi
- Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Yahya Asemani
- Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Jamal Majidpoor
- Department of Anatomy, School of Medicine, Infectious Diseases Research Center, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Reza Mahmoudi
- Department of Toxicology and Pharmacology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Mohsen Aghaei-Zarch
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Keywan Mortezaee
- Department of Anatomy, School of Medicine, Kurdistan University of Medical Sciences, Sanandaj, Iran.
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Minami S, Chikazu D, Ochiya T, Yoshioka Y. Extracellular vesicle-based liquid biopsies in cancer: Future biomarkers for oral cancer. Transl Oncol 2023; 38:101786. [PMID: 37713973 PMCID: PMC10509717 DOI: 10.1016/j.tranon.2023.101786] [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: 12/30/2022] [Revised: 09/01/2023] [Accepted: 09/08/2023] [Indexed: 09/17/2023] Open
Abstract
Oral cancer is the sixth most common cancer worldwide, with approximately 530,000 new cases and 300,000 deaths each year. The process of carcinogenesis is complex, and survival rates have not changed significantly in recent decades. Early detection of cancer, prognosis prediction, treatment selection, and monitoring of progression are important to improve survival. With the recent significant advances in analytical technology, liquid biopsy has made it possible to achieve these goals. In this review, we report new results from clinical and cancer research applications of liquid biopsy, focusing on extracellular vesicles (EVs) among the major targets of liquid biopsy, namely, circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), and EVs. In addition, the potential application of EVs derived from gram-negative bacteria (outer membrane vesicles; OMVs) among oral bacteria, which have recently attracted much attention, to liquid biopsy for oral cancer will also be addressed.
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Affiliation(s)
- Sakura Minami
- Department of Molecular and Cellular Medicine, Institute of Medical Science, Tokyo Medical University, 6-7-1, Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan; Department of Oral and Maxillofacial Surgery, Tokyo Medical University, 6-7-1, Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Daichi Chikazu
- Department of Oral and Maxillofacial Surgery, Tokyo Medical University, 6-7-1, Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Takahiro Ochiya
- Department of Molecular and Cellular Medicine, Institute of Medical Science, Tokyo Medical University, 6-7-1, Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Yusuke Yoshioka
- Department of Molecular and Cellular Medicine, Institute of Medical Science, Tokyo Medical University, 6-7-1, Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan.
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Leick KM, Tomanek-Chalkley A, Coleman KL, Chan CHF. Peritoneal Cell-Free Tumor DNA is a Biomarker of Locoregional and Peritoneal Recurrence in Resected Pancreatic Ductal Adenocarcinomas. Ann Surg Oncol 2023; 30:6652-6660. [PMID: 37303025 DOI: 10.1245/s10434-023-13701-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 04/10/2023] [Indexed: 06/13/2023]
Abstract
BACKGROUND Recurrence after curative-intent pancreatectomy for pancreatic ductal adenocarcinomas (PDAC) is quite frequent with locoregional and peritoneal recurrence in about one-third of cases. We hypothesize that peritoneal cell-free tumor DNA (ptDNA) present in the intraoperative peritoneal lavage (PL) fluid may be used as a predictive biomarker of locoregional and peritoneal recurrence. PATIENTS AND METHODS Under institutional review board (IRB)-approved protocol, pre- and postresection PL fluids were collected from PDAC patients undergoing curative-intent pancreatectomy. PL fluids from PDAC patients with pathologically proven peritoneal metastasis were also collected as positive controls. Cell-free DNA was extracted from PL fluids. Droplet digital PCR (ddPCR) was performed using ddPCR KRAS G12/G13 screening kit. Recurrence-free survival (RFS) based on KRAS-mutant ptDNA level was determined using Kaplan-Meier methods. RESULTS KRAS-mutant ptDNA was detected in PL fluids from all PDAC patients. KRAS-mutant ptDNA was detected in 11/21 (52%) preresection and 15/18 (83%) postresection PL fluid samples. With a median follow-up of 23.6 months, 12 patients developed recurrence (8 locoregional/peritoneal recurrence, 9 pulmonary/hepatic recurrence); 5/8 (63%) and 6/6 (100%) patients with mutant allele frequency (MAF) of > 0.10% in pre- and postresection PL fluids, respectively, developed recurrence. Using a cutoff value of 0.10% MAF, the presence of KRAS-mutant ptDNA in postresection PL fluid predicted a significantly shortened time to locoregional and peritoneal recurrence (median RFS of 8.9 months versus not reached, P = 0.003). CONCLUSIONS This study suggests that ptDNA in postresection PL fluids may be a useful biomarker to predict locoregional and peritoneal recurrence in resected PDAC patients.
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Affiliation(s)
- Katie M Leick
- Department of Surgery, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Ann Tomanek-Chalkley
- Department of Surgery, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Kristen L Coleman
- Holden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Carlos H F Chan
- Department of Surgery, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.
- Holden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.
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Liu G, Bu C, Guo G, Zhang Z, Sheng Z, Deng K, Wu S, Xu S, Bu Y, Gao Y, Wang M, Liu G, Kong L, Li T, Li M, Bu X. Molecular and clonal evolution in vivo reveal a common pathway of distant relapse gliomas. iScience 2023; 26:107528. [PMID: 37649695 PMCID: PMC10462858 DOI: 10.1016/j.isci.2023.107528] [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: 10/06/2022] [Revised: 06/18/2023] [Accepted: 07/28/2023] [Indexed: 09/01/2023] Open
Abstract
The evolutionary trajectories of genomic alterations underlying distant recurrence in glioma remain largely unknown. To elucidate glioma evolution, we analyzed the evolutionary trajectories of matched pairs of primary tumors and relapse tumors or tumor in situ fluid (TISF) based on deep whole-genome sequencing data (ctDNA). We found that MMR gene mutations occurred in the late stage in IDH-mutant glioma during gene evolution, which activates multiple signaling pathways and significantly increases distant recurrence potential. The proneural subtype characterized by PDGFRA amplification was likely prone to hypermutation and distant recurrence following treatment. The classical and mesenchymal subtypes tended to progress locally through subclonal reconstruction, trunk genes transformation, and convergence evolution. EGFR and NOTCH signaling pathways and CDNK2A mutation play an important role in promoting tumor local progression. Glioma subtypes displayed distinct preferred evolutionary patterns. ClinicalTrials.gov, NCT05512325.
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Affiliation(s)
- Guanzheng Liu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Chaojie Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Guangzhong Guo
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Zhiyue Zhang
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Zhiyuan Sheng
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Kaiyuan Deng
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Shuang Wu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Sensen Xu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Yage Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Yushuai Gao
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Meiyun Wang
- Department of Radiology, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Gang Liu
- Department of Center for Clinical Single Cell Biomedicine, Clinical Research Center, Department of Oncology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou 450003, China
| | - Lingfei Kong
- Department of Pathology, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Tianxiao Li
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Ming Li
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Xingyao Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
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Borba LAB, Passos G, Oliveira I. Liquid biopsy and tumor DNA/RNA detection in the cerebrospinal fluid of patients diagnosed with central nervous system glioma - A review article. Surg Neurol Int 2023; 14:183. [PMID: 37292399 PMCID: PMC10246314 DOI: 10.25259/sni_52_2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 05/11/2023] [Indexed: 06/10/2023] Open
Abstract
Background Gliomas are the most common primary malignant neoplasms of the central nervous system and their characteristic genetic heterogeneity implies in a prominent complexity in their management. The definition of the genetic/molecular profile of gliomas is currently essential for the classification of the disease, prognosis, choice of treatment, and it is still dependent on surgical biopsies, which in many cases become unfeasible. Liquid biopsy with detection and analysis of biomarkers such as deoxyribonucleic acid (DNA) and ribonucleic acid (RNA) from the tumor and circulating in the bloodstream or cerebrospinal fluid (CSF) has emerged as a minimally invasive alternative to aid in diagnosis, follow-up, and response to treatment of gliomas. Methods Through a systematic search in the PubMed MEDLINE, Cochrane Library, and Embase databases, we reviewed the evidence on the use of liquid biopsy to detect tumor DNA/RNA in the CSF of patients diagnosed with central nervous system gliomas. Results After a systematic review applying all inclusion and exclusion criteria, as well as a double review by independent authors, 14 studies specifically addressing the detection of tumor DNA/RNA in the CSF of patients diagnosed with central nervous system glioma were selected in the final analysis. Conclusion Sensitivity and specificity of liquid biopsy in CSF are still very variable depending on factors such as the diagnostic method, collection timing, biomarker (DNA and RNA), tumor type, extension and volume of the tumor, collection method, and contiguity from neoplasm to CSF. Despite the technical limitations that still exist and prevent the routine and validated use of liquid biopsy in CSF, the growing number of studies around the world is increasingly improving this technic, resulting in promising prospects for its use in diagnosis, evolutionary follow-up, and response to the treatment of complex diseases such as central nervous system gliomas.
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Affiliation(s)
| | | | - Irlon Oliveira
- Corresponding author: Irlon Oliveira, Department of Neurosurgery, Hospital Universitário Evangelico de Curitiba, Curitiba, Parana, Brazil.
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Lv X, Mao Z, Sun X, Liu B. Intratumoral Heterogeneity in Lung Cancer. Cancers (Basel) 2023; 15:2709. [PMID: 37345046 PMCID: PMC10216154 DOI: 10.3390/cancers15102709] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 05/07/2023] [Accepted: 05/09/2023] [Indexed: 06/23/2023] Open
Abstract
The diagnosis and treatment of lung cancer (LC) is always a challenge. The difficulty in the decision of therapeutic schedule and diagnosis is directly related to intratumoral heterogeneity (ITH) in the progression of LC. It has been proven that most tumors emerge and evolve under the pressure of their living microenvironment, which involves genetic, immunological, metabolic, and therapeutic components. While most research on ITH revealed multiple mechanisms and characteristic, a systemic exposition of ITH in LC is still hard to find. In this review, we describe how ITH in LC develops from the perspective of space and time. We discuss elaborate details and affection of every aspect of ITH in LC and the relationship between them. Based on ITH in LC, we describe a more accurate multidisciplinary therapeutic strategy on LC and provide the newest opinion on the potential approach of LC therapy.
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Affiliation(s)
- Xiaodi Lv
- Department of Integrative Medicine, Huashan Hospital, Fudan University, Shanghai 200437, China;
| | - Zixian Mao
- Pujiang Community Health Center of Minhang District of Shanghai, Shanghai 201114, China;
| | - Xianjun Sun
- Department of Integrative Medicine, Huashan Hospital, Fudan University, Shanghai 200437, China;
- Institutes of Integrative Medicine, Fudan University, Shanghai 200437, China
| | - Baojun Liu
- Department of Integrative Medicine, Huashan Hospital, Fudan University, Shanghai 200437, China;
- Institutes of Integrative Medicine, Fudan University, Shanghai 200437, China
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Linke C, Hunger R, Reinwald M, Deckert M, Mantke R. Quantification of mitochondrial cfDNA reveals new perspectives for early diagnosis of colorectal cancer. BMC Cancer 2023; 23:291. [PMID: 36997875 PMCID: PMC10064655 DOI: 10.1186/s12885-023-10748-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 03/16/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND To unravel how the integrity of nuclear and mitochondrial circulating cell-free DNA (cfDNA) contributes to its plasma quantity in colorectal cancer (CRC) patients. METHODS CfDNA from plasma samples of 80 CRC patients stratified by tumour stage and 50 healthy individuals were extracted. Total cfDNA concentration was determined and equal template concentrations (ETC) were analyzed by quantitative real-time PCR (qPCR) resulting in small and long fragments of KRAS, Alu and MTCO3. The obtained data was also examined relative to the total cfDNA concentration (NTC) and diagnostic accuracy was estimated using receiver operating characteristics. RESULTS Total cfDNA levels were significantly higher in CRC group compared to healthy control and increased with tumour stage. Long nuclear fragment levels were significantly lower in CRC patients in ETC but not NTC condition. The integrity indices of nuclear cfDNA decreased from controls to patients with highly malignant tumor. Mitochondrial cfDNA fragment quantities were strongly reduced in early and late stages of tumor patients and prognostic value was higher in ETC. Predictive models based on either ETC or NTC predictor set showed comparable classification performance. CONCLUSION Increased blood cfDNA concentration in late UICC stages inversely correlate with nuclear cfDNA integrity index and suggest that necrotic degradation is not a major cause for higher total cfDNA quantity. The diagnostic and prognostic value of MTCO3 is highly significant in early stages of CRC and can be evaluated more comprehensively, using ETC for qPCR analysis. TRIAL REGISTRATION The study was registered retrospectively on DRKS, the german register for clinical trials (DRKS00030257, 29/09/2022).
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Affiliation(s)
- Christian Linke
- Department of General and Gastrointestinal Surgery, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany.
- Department of Hematology, Oncology and Palliative Medicine, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany.
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany.
| | - Richard Hunger
- Department of General and Gastrointestinal Surgery, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
| | - Mark Reinwald
- Department of Hematology, Oncology and Palliative Medicine, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany
| | - Markus Deckert
- Department of Hematology, Oncology and Palliative Medicine, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany
| | - René Mantke
- Department of General and Gastrointestinal Surgery, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany
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Yang X, Wen X, Guo Q, Zhang Y, Liang Z, Wu Q, Li Z, Ruan W, Ye Z, Wang H, Chen Z, Fan JB, Lan P, Liu H, Wu X. Predicting disease-free survival in colorectal cancer by circulating tumor DNA methylation markers. Clin Epigenetics 2022; 14:160. [PMID: 36457093 PMCID: PMC9714195 DOI: 10.1186/s13148-022-01383-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 11/19/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Recurrence represents a well-known poor prognostic factor for colorectal cancer (CRC) patients. This study aimed to establish an effective prognostic prediction model based on noninvasive circulating tumor DNA methylation markers for CRC patients receiving radical surgery. RESULTS Two methylation markers (cg11186405 and cg17296166) were identified by Cox regression and receiver operating characteristics, which could classify CRC patients into high recurrence risk and low recurrence risk group. The 3-year disease-free survival was significantly different between CRC patients with low and high recurrence risk [Training set: hazard ratio (HR) 28.776, 95% confidence interval (CI) 3.594-230.400; P = 0.002; Validation set: HR 7.796, 95% CI 1.425-42.660, P = 0.018]. The nomogram based on the above two methylation markers and TNM stage was established which demonstrated robust prognostic prediction potential, as evidenced by the decision curve analysis result. CONCLUSIONS A cell-free DNA methylation model consisting of two DNA methylation markers is a promising method for prognostic prediction in CRC patients.
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Affiliation(s)
- Xin Yang
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China
| | - Xiaofeng Wen
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China
| | - Qin Guo
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China
| | - Yunfeng Zhang
- grid.440218.b0000 0004 1759 7210Department of the General Surgery, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020 Guangdong China
| | - Zhenxing Liang
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China ,grid.12981.330000 0001 2360 039XGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655 Guangdong China
| | - Qian Wu
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China ,grid.12981.330000 0001 2360 039XGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655 Guangdong China
| | - Zhihao Li
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China ,grid.12981.330000 0001 2360 039XGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655 Guangdong China
| | - Weimei Ruan
- AnchorDx Medical Co., Ltd, Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300 China
| | - Zhujia Ye
- AnchorDx Medical Co., Ltd, Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300 China
| | - Hong Wang
- AnchorDx Medical Co., Ltd, Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300 China
| | - Zhiwei Chen
- AnchorDx Medical Co., Ltd, Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300 China
| | - Jian-Bing Fan
- grid.284723.80000 0000 8877 7471Department of Pathology, School of Basic Medical Science, Southern Medical University, Guangzhou, 510515 China ,AnchorDx Medical Co., Ltd, Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300 China
| | - Ping Lan
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China ,grid.12981.330000 0001 2360 039XGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655 Guangdong China
| | - Huashan Liu
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China ,grid.12981.330000 0001 2360 039XGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655 Guangdong China
| | - Xianrui Wu
- grid.12981.330000 0001 2360 039XDepartment of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Rd, Guangzhou, 510655 Guangdong China ,grid.12981.330000 0001 2360 039XGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655 Guangdong China
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Ahmad E, Ali A, Nimisha, Kumar Sharma A, Apurva, Kumar A, Dar GM, Sumayya Abdul Sattar R, Verma R, Mahajan B, Singh Saluja S. Molecular markers in cancer. Clin Chim Acta 2022; 532:95-114. [DOI: https:/doi.org/10.1016/j.cca.2022.05.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2023]
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12
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Ahmad E, Ali A, Nimisha, Kumar Sharma A, Apurva, Kumar A, Mehdi G, Sumayya Abdul Sattar R, Verma R, Mahajan B, Singh Saluja S. Molecular markers in cancer. Clin Chim Acta 2022; 532:95-114. [DOI: 10.1016/j.cca.2022.05.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 05/31/2022] [Accepted: 05/31/2022] [Indexed: 12/01/2022]
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13
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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: 0] [Impact Index Per Article: 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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Pan-cancer methylome analysis for cancer diagnosis and classification of cancer cell of origin. Cancer Gene Ther 2022; 29:428-436. [PMID: 34744163 DOI: 10.1038/s41417-021-00401-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 09/26/2021] [Accepted: 10/14/2021] [Indexed: 02/02/2023]
Abstract
The accurate and early diagnosis and classification of cancer origin from either tissue or liquid biopsy is crucial for selecting the appropriate treatment and reducing cancer-related mortality. Here, we established the CAncer Cell-of-Origin (CACO) methylation panel using the methylation data of the 28 types of cancer in The Cancer Genome Atlas (7950 patients and 707 normal controls) as well as healthy whole blood samples (95 subjects). We showed that the CACO methylation panel had high diagnostic potential with high sensitivity and specificity in the discovery (maximum AUC = 0.998) and validation (maximum AUC = 1.000) cohorts. Moreover, we confirmed that the CACO methylation panel could identify the cancer cell type of origin using the methylation profile from liquid as well as tissue biopsy, including primary, metastatic, and multiregional cancer samples and cancer of unknown primary, independent of the methylation analysis platform and specimen preparation method. Together, the CACO methylation panel can be a powerful tool for the classification and diagnosis of cancer.
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Deciphering Tumour Heterogeneity: From Tissue to Liquid Biopsy. Cancers (Basel) 2022; 14:cancers14061384. [PMID: 35326534 PMCID: PMC8946040 DOI: 10.3390/cancers14061384] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/04/2022] [Accepted: 03/05/2022] [Indexed: 12/12/2022] Open
Abstract
Simple Summary Most malignant tumours are highly heterogeneous at molecular and phenotypic levels. Tumour variability poses challenges for the management of patients, as it arises between patients and even evolves in space and time within a single patient. Currently, treatment-decision making usually relies on the molecular characteristics of a limited tumour tissue sample at the time of diagnosis or disease progression but does not take into account the complexity of the bulk tumours and their constant evolution over time. In this review, we explore the extent of tumour heterogeneity and report the mechanisms that promote and sustain this diversity in cancers. We summarise the clinical strikes of tumour diversity in the management of patients with cancer. Finally, we discuss the current material and technological approaches that are relevant to adequately appreciate tumour heterogeneity. Abstract Human solid malignancies harbour a heterogeneous set of cells with distinct genotypes and phenotypes. This heterogeneity is installed at multiple levels. A biological diversity is commonly observed between tumours from different patients (inter-tumour heterogeneity) and cannot be fully captured by the current consensus molecular classifications for specific cancers. To extend the complexity in cancer, there are substantial differences from cell to cell within an individual tumour (intra-tumour heterogeneity, ITH) and the features of cancer cells evolve in space and time. Currently, treatment-decision making usually relies on the molecular characteristics of a limited tumour tissue sample at the time of diagnosis or disease progression but does not take into account the complexity of the bulk tumours and their constant evolution over time. In this review, we explore the extent of tumour heterogeneity with an emphasis on ITH and report the mechanisms that promote and sustain this diversity in cancers. We summarise the clinical strikes of ITH in the management of patients with cancer. Finally, we discuss the current material and technological approaches that are relevant to adequately appreciate ITH.
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Pathak N, Chitikela S, Malik PS. Recent advances in lung cancer genomics: Application in targeted therapy. ADVANCES IN GENETICS 2021; 108:201-275. [PMID: 34844713 DOI: 10.1016/bs.adgen.2021.08.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Genomic characterization of lung cancer has not only improved our understanding of disease biology and carcinogenesis but also revealed several therapeutic opportunities. Targeting tumor dependencies on specific genomic alterations (oncogene addiction) has accelerated the therapeutic developments and significantly improved the outcomes even in advanced stage of disease. Identification of genomic alterations predicting response to specific targeted treatment is the key to success for this "personalized treatment" approach. Availability of multiple choices of therapeutic options for specific genomic alterations highlight the importance of optimum sequencing of drugs. Multiplex gene testing has become mandatory in view of constantly increasing number of therapeutic targets and effective treatment options. Influence of genomic characteristics on response to immunotherapy further makes comprehensive genomic profiling necessary before therapeutic decision making. A comprehensive elucidation of resistance mechanisms and directed treatments have made the continuum of care possible and transformed this deadly disease into a chronic condition. Liquid biopsy-based approach has made the dynamic monitoring of disease possible and enabled treatment optimizations accordingly. Current lung cancer management is the perfect example of "precision-medicine" in clinical oncology.
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Affiliation(s)
- Neha Pathak
- Department of Medical Oncology, Dr. B.R.A.I.R.C.H., All India Institute of Medical Sciences, New Delhi, India
| | - Sindhura Chitikela
- Department of Medical Oncology, Dr. B.R.A.I.R.C.H., All India Institute of Medical Sciences, New Delhi, India
| | - Prabhat Singh Malik
- Department of Medical Oncology, Dr. B.R.A.I.R.C.H., All India Institute of Medical Sciences, New Delhi, India.
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Hu C, Zhang L, Yang Z, Song Z, Zhang Q, He Y. Graphene oxide-based qRT-PCR assay enables the sensitive and specific detection of miRNAs for the screening of ovarian cancer. Anal Chim Acta 2021; 1174:338715. [PMID: 34247740 DOI: 10.1016/j.aca.2021.338715] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 05/27/2021] [Accepted: 05/28/2021] [Indexed: 12/01/2022]
Abstract
Circulating microRNAs (miRNAs) have the potential to become reliable and noninvasive biomarkers for ovarian cancer (OC) diagnosis; however, the conventional miRNAs detection techniques exhibit enduring limitations of low sensitivity and specificity. Graphene oxide (GO), a novel nanomaterial, is at the forefront of material design for extensive biomedical applications. Owing to the excellent water affinity and single-stranded DNA (ssDNA) adsorption characteristics of GO, we designed and developed a GO-based qRT-PCR assay for the detection of miRNAs associated with OC. In the GO-based qRT-PCR system, GO could significantly improve the sensitivity and specificity of the qRT-PCR assay by noncovalently interacting with primers and ssDNA and reducing the occurrence of non-specific amplification. Moreover, the detection of miRNAs associated with OC confirmed that GO-based qRT-PCR assay could differentiate benign ovarian tumors from OC (sensitivity, 0.91; specificity, 1.00). Collectively, these findings provide robust evidence that GO-based qRT-PCR assay can be effectively used as a promising method to detect miRNAs for the screening of OC patients.
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Affiliation(s)
- Chenyan Hu
- State Key Laboratory of Southwestern Chinese Medicine Resources, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, 611137, China
| | - Linlin Zhang
- Department of Gynecology, People's Hospital of Mianzhu City, Deyang, Sichuan, 618200, China
| | - Zhongzhu Yang
- State Key Laboratory of Southwestern Chinese Medicine Resources, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, 611137, China
| | - Zhen Song
- State Key Laboratory of Southwestern Chinese Medicine Resources, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, 611137, China
| | - Qin Zhang
- Department of Gynecology, People's Hospital of Mianzhu City, Deyang, Sichuan, 618200, China
| | - Yang He
- State Key Laboratory of Southwestern Chinese Medicine Resources, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, 611137, China.
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Feng SN, Cen XT, Tan R, Wei SS, Sun LD. The prognostic value of circulating tumor DNA in patients with melanoma: A systematic review and meta-analysis. Transl Oncol 2021; 14:101072. [PMID: 33744725 PMCID: PMC7985561 DOI: 10.1016/j.tranon.2021.101072] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 02/15/2021] [Accepted: 03/08/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) has been investigated as a potential prognostic biomarker to evaluate the therapeutic efficacy and disease progression in melanoma patients, yet results remain inconclusive. The purpose of this study was to illustrate the prognostic value of ctDNA in melanoma. OBJECTIVES To describe the clinical prognostic value of ctDNA for melanoma patients. METHODS Searched for eligible articles from Pubmed, Web of Science and Embase. Pooled hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated to evaluate the association between ctDNA at baseline or during treatment and overall survival (OS) and progression-free survival (PFS). RESULTS A total of 9 articles were obtained, involving 617 melanoma patients. The pooled HRs revealed that compared with baseline undetectable ctDNA patients, detectable ctDNA was highly correlated with poor OS (HR 2.91, 95% CI: 2.22-3.82; p < 0.001) and PFS (HR 2.75, 95% CI: 1.98-3.83; p < 0.001). A meta-analysis of these adjusted HRs was performed and confirmed that ctDNA collected at baseline was associated with poorer OS/PFS (OS: HR 3.00, 95% CI 2.19-4.11, p < 0.001/PFS: HR 2.68, 95% CI 1.77-4.06, p < 0.001). During treatment, a significant association was shown between ctDNA and poorer OS/PFS (OS: HR 6.26, 95% CI 2.48-15.80, p < 0.001; PFS: HR 4.93, 95% CI 2.36-10.33, p < 0.001). CONCLUSION Investigation and application of ctDNA will improve "liquid biopsy" and play a role in early prediction, monitoring disease progression and precise adjusting treatment strategies in melanoma patients.
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Affiliation(s)
- S N Feng
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - X T Cen
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - R Tan
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - S S Wei
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - L D Sun
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China; Departmet of Dermatology, the Fifth Affiliated Hospital of Southern Medical University, No.566 Congcheng Avenue, Guangzhou, China.
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Evaluation of the Idylla ctEGFR mutation assay to detect EGFR mutations in plasma from patients with non-small cell lung cancers. Sci Rep 2021; 11:10470. [PMID: 34006948 PMCID: PMC8131701 DOI: 10.1038/s41598-021-90091-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/26/2021] [Indexed: 01/13/2023] Open
Abstract
The assessment of EGFR mutations is recommended for the management of patients with non-small cell lung cancer (NSCLC). Presence of EGFR mutation is associated with response or resistance to EGFR tyrosine kinase inhibitors (EGFR-TKI). Liquid biopsy is nowadays widely used for the detection of resistance to EGFR-TKI. We evaluated here the performance of the Idylla ctEGFR mutation assay for the detection of EGFR mutations in circulating tumour DNA (ctDNA) in plasma from patients with NSCLC. Previously characterized plasma samples from 38 patients with NSCLC were analysed using 2 different analytical conditions (C1 and C2). The limit of detection (LOD) was evaluated using 2 mL of healthy donor plasma spiked with commercial DNA controls. Overall agreement, sensitivity and specificity were 92.1%, 86.7% and 95.7% for C1 condition respectively and 94.7%, 86.7% and 100% for C2 condition respectively. The T790M secondary resistance mutation was detected in two samples out of 3. The Idylla system was able to detect the exon 19 deletion from 6 copies/mL and up to 91 copies/mL for the G719S mutation. These results support that the Idylla ctEGFR mutation assay is a rapid option for the detection of EGFR hotspots mutations in plasma samples, however a particular attention is needed for its interpretation.
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20
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Henriksen SD, Stubbe BE, Madsen PH, Johansen JS, Jensen BV, Hansen CP, Johansen MN, Pedersen IS, Krarup H, Thorlacius-Ussing O. Cell-free DNA promoter hypermethylation as a diagnostic marker for pancreatic ductal adenocarcinoma - An external validation study. Pancreatology 2021; 21:S1424-3903(21)00154-X. [PMID: 33994313 DOI: 10.1016/j.pan.2021.05.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 04/27/2021] [Accepted: 05/04/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND We recently identified a diagnostic prediction model based on promoter hypermethylation of eight selected genes in plasma cell-free (cf) DNA, which showed promising results as a diagnostic biomarker for pancreatic ductal adenocarcinoma (PDAC). The aim of the present study was to validate this biomarker profile in an external patient cohort and examine any additional effect of serum CA 19-9. METHODS Patients with PDAC (n = 346, stage I-IV) and chronic pancreatitis (n = 25) were included. Methylation-specific PCR of a 28-gene panel was performed on serum cfDNA samples. The previously developed diagnostic prediction model (age>65 years, BMP3, RASSF1A, BNC1, MESTv2, TFPI2, APC, SFRP1 and SFRP2) was validated alone and in combination with serum CA 19-9 in this external patient cohort. RESULTS Patients with PDAC had a higher number of hypermethylated genes (mean 8.11, 95% CI 7.70-8.52) than patients with chronic pancreatitis (mean 5.60, 95% CI 4.42-6.78, p = 0.011). Validation of the diagnostic prediction model yielded an AUC of 0.77 (95% CI 0.69-0.84). The combination of serum CA 19-9 and our test had an AUC of 0.93 (95% CI 0.89-0.96) in the primary study and 0.85 (95% CI 0.79-0.91) in the validation study. CONCLUSION In this validation study, PDAC was associated with a higher number of hypermethylated genes in serum cfDNA than chronic pancreatitis. Our diagnostic test was superior to the predictive value of serum CA 19-9 alone in both the primary and the validation study. The combination of our test with CA 19-9 may serve as a clinically useful diagnostic biomarker for PDAC.
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Affiliation(s)
- Stine D Henriksen
- Department of Gastrointestinal Surgery, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Denmark; Clinical Cancer Research Center, Aalborg University Hospital, Denmark.
| | - Benjamin E Stubbe
- Department of Gastrointestinal Surgery, Aalborg University Hospital, Denmark
| | - Poul H Madsen
- Department of Molecular Diagnostics, Aalborg University Hospital, Denmark
| | - Julia S Johansen
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Denmark; Department of Medicine, Herlev and Gentofte Hospital, Copenhagen University Hospital, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Benny V Jensen
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Denmark
| | - Carsten P Hansen
- Department of Surgery, Rigshospitalet, Copenhagen University Hospital, Denmark
| | - Martin N Johansen
- Unit of Clinical Biostatistics, Aalborg University Hospital, Denmark
| | - Inge S Pedersen
- Department of Clinical Medicine, Aalborg University, Denmark; Clinical Cancer Research Center, Aalborg University Hospital, Denmark; Department of Molecular Diagnostics, Aalborg University Hospital, Denmark
| | - Henrik Krarup
- Clinical Cancer Research Center, Aalborg University Hospital, Denmark; Department of Molecular Diagnostics, Aalborg University Hospital, Denmark
| | - Ole Thorlacius-Ussing
- Department of Gastrointestinal Surgery, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Denmark; Clinical Cancer Research Center, Aalborg University Hospital, Denmark
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21
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In Silico screening of circulating tumor DNA, circulating microRNAs, and long non-coding RNAs as diagnostic molecular biomarkers in ovarian cancer: A comprehensive meta-analysis. PLoS One 2021; 16:e0250717. [PMID: 33901236 PMCID: PMC8075214 DOI: 10.1371/journal.pone.0250717] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 04/09/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Ovarian cancer (OC) is a leading cause of death in gynecological malignancies worldwide. Multitudinous studies have suggested the potential of circulating tumor DNA (ctDNA), circulating microRNAs (miRNAs), and long non-coding RNAs (lncRNAs) as novel diagnostic molecular biomarkers for OC. Here, we include three updated meta-analysis methods using different molecular biomarkers to evaluate their discriminative value in OC diagnosis. METHODS We conducted three meta-analyses after searching different databases, and 23 eligible articles, including 8 concerning ctDNA, 11 concerning miRNAs, and 4 concerning lncRNAs, were found. Further, we pooled data concerning the sensitivity, specificity, and other indicators of accuracy for ctDNA/miRNAs/lncRNAs in the diagnosis of OC. The heterogeneity was further explored by meta-regressions and subgroup analyses, and Deeks' funnel plots were used to measure the publication bias of these three meta-analyses. RESULTS In all, this meta-analysis included 1732 OC patients and 3958 controls. The sensitivity of ctDNA for OC diagnosis was superior to that of lncRNA and miRNA (84% vs. 81% vs. 78%). Moreover, the specificity and area under the receiver-operating characteristic (ROC) curve (AUC) of ctDNA were 91% and 94%, which were significantly higher than those of miRNA and lncRNAs (78% and 85%; 78% and 86%, respectively). No significant difference was observed among the two meta-analyses of ctDNA and lncRNA (P > 0.05) with regard to publication bias, while the meta-analysis of miRNA observed a significantly small publication bias (P < 0.05). CONCLUSION ctDNA/miRNAs/lncRNAs may be promising molecular biomarkers for OC diagnosis. Further large-scale studies are needed to verify the potential applicability of ctDNA/miRNAs/lncRNAs molecular signatures alone or in combination as diagnostic molecular biomarkers for OC.
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22
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Wang J, Yang L, Diao Y, Liu J, Li J, Li R, Zheng L, Zhang K, Ma Y, Hao X. Circulating tumour DNA methylation in hepatocellular carcinoma diagnosis using digital droplet PCR. J Int Med Res 2021; 49:300060521992962. [PMID: 33750234 PMCID: PMC7989135 DOI: 10.1177/0300060521992962] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Objective To evaluate the performance of a DNA methylation-based digital droplet polymerase chain reaction (ddPCR) assay to detect aberrant DNA methylation in cell-free DNA (cfDNA) and to determine its application in the detection of hepatocellular carcinoma (HCC). Methods The present study recruited patients with liver-related diseases and healthy control subjects. Blood samples were used for the extraction of cfDNA, which was then bisulfite converted and the extent of DNA methylation quantified using a ddPCR platform. Results A total of 97 patients with HCC, 80 healthy control subjects and 46 patients with chronic hepatitis B/C virus infection were enrolled in the study. The level of cfDNA in the HCC group was significantly higher than that in the healthy control group. For the detection of HCC, based on a cut-off value of 15.7% for the cfDNA methylation ratio, the sensitivity and specificity were 78.57% and 89.38%, respectively. The diagnostic accuracy was 85.27%, the positive predictive value was 81.91% and the negative predictive value was 87.20%. The positive likelihood ratio of 15.7% in HCC diagnosis was 7.40, while the negative likelihood ratio was 0.24. Conclusions A sensitive methylation-based assay might serve as a liquid biopsy test for diagnosing HCC.
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Affiliation(s)
- Juan Wang
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi'an, Shaanxi Province, China
| | - Liu Yang
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi'an, Shaanxi Province, China
| | - Yanjun Diao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi'an, Shaanxi Province, China
| | - Jiayun Liu
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi'an, Shaanxi Province, China
| | - Jinjie Li
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi'an, Shaanxi Province, China
| | - Rui Li
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi'an, Shaanxi Province, China
| | - Lianghong Zheng
- Guangzhou Youze Biological Pharmaceutical Technology Company Ltd., Guangzhou, Guangdong Province, China
| | - Kang Zhang
- Faculty of Medicine, Macau University of Science and Technology, Macau, China
| | - Yueyun Ma
- Department of Clinical Laboratory, Air Force Medical Centre, Air Force Medical University, Beijing, China
| | - Xiaoke Hao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi'an, Shaanxi Province, China
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Rodríguez J, Avila J, Rolfo C, Ruíz-Patiño A, Russo A, Ricaurte L, Ordóñez-Reyes C, Arrieta O, Zatarain-Barrón ZL, Recondo G, Cardona AF. When Tissue is an Issue the Liquid Biopsy is Nonissue: A Review. Oncol Ther 2021; 9:89-110. [PMID: 33689160 PMCID: PMC8140006 DOI: 10.1007/s40487-021-00144-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 02/11/2021] [Indexed: 02/07/2023] Open
Abstract
Precision medicine has impacted the field of medical oncology by introducing personalized therapies, improving all measurable outcomes. This field, in turn, has expanded to obtaining and analyzing a vast and ever-increasing amount of genomic information. One technique currently applied is the liquid biopsy, which consists of detecting and isolating DNA and exosomes in cancer patients. Newly developed techniques have made it possible to use the liquid biopsy in a wide range of settings. However, challenges regarding the validation of its clinical utility exist because of a lack of standardization across different techniques and tumor types, confounder genomic information, lack of appropriate clinical trial designs, and a non-measured, and therefore not estimated, economic impact on population health. Nowadays, liquid biopsy is not routinely used, but ongoing research is increasing its popularity, and a new era in oncology is developing. Therefore, it is essential to have an in-depth understanding of the liquid biopsy technique. In this review, we summarize the leading techniques and liquid biopsy applications in cancer.
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Affiliation(s)
- July Rodríguez
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogota, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad El Bosque, Bogota, Colombia
| | - Jenny Avila
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogota, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad El Bosque, Bogota, Colombia
| | - Christian Rolfo
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Alejandro Ruíz-Patiño
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogota, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad El Bosque, Bogota, Colombia
| | - Alessandro Russo
- Medical Oncology Unit A.O. Papardo and Department of Human Pathology, University of Messina, Messina, Italy
| | - Luisa Ricaurte
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogota, Colombia
- Pathology Department, Mayo Clinic, Rochester, MN, USA
| | | | - Oscar Arrieta
- Thoracic Oncology Unit, Instituto Nacional de Cancerología (INCan), Mexico City, Mexico
| | | | - Gonzalo Recondo
- Thoracic Oncology Section, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | - Andrés F Cardona
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogota, Colombia.
- Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad El Bosque, Bogota, Colombia.
- Clinical and Traslational Oncology Group, Clinica del Country, Bogota, Colombia.
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Wang YF, Wang XJ, Lu Z, Liu SR, Jiang Y, Wan XQ, Cheng CC, Shi LH, Wang LH, Ding Y. Overexpression of Stat3 increases circulating cfDNA in breast cancer. Breast Cancer Res Treat 2021; 187:69-80. [PMID: 33630196 DOI: 10.1007/s10549-021-06142-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Accepted: 02/08/2021] [Indexed: 12/18/2022]
Abstract
PURPOSE Current studies on circulating cell-free DNA (cfDNA) have been focusing on its potential as biomarkers in liquid biopsy by detecting its content or genetic and epigenetic changes for the evaluation of tumor burden and therapeutic efficacy. However, the regulatory mechanism of cfDNA release remains unclear. Stat3 has been documented as an oncogene for the development and metastasis of breast cancer cells. In this study, we investigated whether Stat3 affects the release of cfDNA into blood and its association with the number of circulating tumor cells (CTCs). METHODS The cfDNA level in plasma of patients with breast cancer and healthy volunteers were determined by quantitative real-time PCR. Three mouse breast cancer models with different Stat3 expression were generated and used to established three breast cancer orthotopic animal models to examine the effect of Stat3 on cfDNA release in vivo. Stat3 mediated Epithelial-mesenchymal phenotype transition of CTCs was determined by immunofluorescence assay and Western blot assay. RESULTS The data showed that Stat3 increased circulating cfDNA, which is correlated with the increased volume of primary tumors and number of CTCs, accompanied with the dynamic EMT changes regulated by Snail induction. Furthermore, the high level of total circulating cfDNA and Stat3-cfDNA in patients with breast cancer were detected by quantitative real-time PCR using GAPDH and Stat3 primers. CONCLUSION Our results suggested that Stat3 increases the circulating cfDNA and CTCs in breast cancer.
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Affiliation(s)
- Yi-Fei Wang
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Affiliated Hospital, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Xue-Jian Wang
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Key Laboratory of Applied Pharmacology, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Zhong Lu
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Affiliated Hospital, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Shu-Rong Liu
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Affiliated Hospital, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Yu Jiang
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Affiliated Hospital, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Xiao-Qing Wan
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China
| | - Cong-Cong Cheng
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Affiliated Hospital, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Li-Hong Shi
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Key Laboratory of Applied Pharmacology, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Li-Hua Wang
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China.,Affiliated Hospital, Weifang Medical University, Weifang, 261053, Shandong, China
| | - Yi Ding
- Laboratory of Molecular Oncology, Weifang Medical College, Weifang, 261053, Shandong, China. .,Key Laboratory of Applied Pharmacology, Weifang Medical University, Weifang, 261053, Shandong, China.
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25
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Role of Exosomal miRNA in Bladder Cancer: A Promising Liquid Biopsy Biomarker. Int J Mol Sci 2021; 22:ijms22041713. [PMID: 33567779 PMCID: PMC7915637 DOI: 10.3390/ijms22041713] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/04/2021] [Accepted: 02/04/2021] [Indexed: 12/11/2022] Open
Abstract
Bladder cancer (BCa) is the most prevalent neoplasia of the urinary tract. Unfortunately, limited improvements in effective BCa management have meant that it remains a challenging disease. Cystoscopy has been the gold standard for BCa diagnosis and surveillance for over two centuries but is an invasive and expensive approach. Recently, liquid biopsy has been identified as a promising field of cancer research, due to its noninvasiveness and ease of sampling. Liquid biopsy samples could provide comprehensive information regarding the genetic landscape of cancer and could track genomic evolution of the disease over time. Exosomes, which contain RNAs, DNAs, and proteins, are a potential source of tumor biomarkers in liquid biopsy samples. In particular, exosomal miRNAs (exomiRs) hold great promise as biomarkers for tumor development and progression. In this review, we provide an overview of liquid biopsy biomarkers, with a particular focus on the use of exomiRs as biomarkers of cancer, and summarize their clinical implications for BCa. Finally, we discuss the future perspectives of these biomarkers in cancer research.
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26
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Feeney L, Harley IJG, McCluggage WG, Mullan PB, Beirne JP. Liquid biopsy in ovarian cancer: Catching the silent killer before it strikes. World J Clin Oncol 2020; 11:868-889. [PMID: 33312883 PMCID: PMC7701910 DOI: 10.5306/wjco.v11.i11.868] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Revised: 07/29/2020] [Accepted: 11/04/2020] [Indexed: 02/06/2023] Open
Abstract
Epithelial ovarian cancer (EOC) is the most lethal gynaecological malignancy in the western world. The majority of women presenting with the disease are asymptomatic and it has been dubbed the "silent killer". To date there is no effective minimally invasive method of stratifying those with the disease or screening for the disease in the general population. Recent molecular and pathological discoveries, along with the advancement of scientific technology, means there is a real possibility of having disease-specific liquid biopsies available within the clinical environment in the near future. In this review we discuss these discoveries, particularly in relation to the most common and aggressive form of EOC, and their role in making this possibility a reality.
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Affiliation(s)
- Laura Feeney
- Patrick G Johnston Centre for Cancer Research, Queens University, Belfast BT9 7AE, United Kingdom
| | - Ian JG Harley
- Northern Ireland Gynaecological Cancer Centre, Belfast Health and Social Care Trust, Belfast BT9 7AB, United Kingdom
| | - W Glenn McCluggage
- Department of Pathology, Belfast Health and Social Care Trust, Belfast BT12 6BL, United Kingdom
| | - Paul B Mullan
- Patrick G Johnston Centre for Cancer Research, Queens University, Belfast BT9 7AE, United Kingdom
| | - James P Beirne
- Trinity St James Cancer Institute, St. James’ Hospital, Dublin 8, Ireland
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Gobbini E, Swalduz A, Giaj Levra M, Ortiz-Cuaran S, Toffart AC, Pérol M, Moro-Sibilot D, Saintigny P. Implementing ctDNA Analysis in the Clinic: Challenges and Opportunities in Non-Small Cell Lung Cancer. Cancers (Basel) 2020; 12:E3112. [PMID: 33114393 PMCID: PMC7693855 DOI: 10.3390/cancers12113112] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 10/21/2020] [Accepted: 10/21/2020] [Indexed: 12/14/2022] Open
Abstract
Tumor genomic profiling has a dramatic impact on the selection of targeted treatment and for the identification of resistance mechanisms at the time of progression. Solid tissue biopsies are sometimes challenging, and liquid biopsies are used as a non-invasive alternative when tissue is limiting. The clinical relevance of tumor genotyping through analysis of ctDNA is now widely recognized at all steps of the clinical evaluation process in metastatic non-small cell lung cancer (NSCLC) patients. ctDNA analysis through liquid biopsy has recently gained increasing attention as well in the management of early and locally advanced, not oncogene-addicted, NSCLC. Its potential applications in early disease detection and the response evaluation to radical treatments are promising. The aim of this review is to summarize the landscape of liquid biopsies in clinical practice and also to provide an overview of the potential perspectives of development focusing on early detection and screening, the assessment of minimal residual disease, and its potential role in predicting response to immunotherapy. In addition to available studies demonstrating the clinical relevance of liquid biopsies, there is a need for standardization and well-designed clinical trials to demonstrate its clinical utility.
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Affiliation(s)
- Elisa Gobbini
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
- Univ Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France; (S.O.-C.)
| | - Aurélie Swalduz
- Department of Medical Oncology, Centre Léon Bérard, 69373 Lyon, France; (A.S.); (M.P.)
| | - Matteo Giaj Levra
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
| | - Sandra Ortiz-Cuaran
- Univ Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France; (S.O.-C.)
| | - Anne-Claire Toffart
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
| | - Maurice Pérol
- Department of Medical Oncology, Centre Léon Bérard, 69373 Lyon, France; (A.S.); (M.P.)
| | - Denis Moro-Sibilot
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
| | - Pierre Saintigny
- Univ Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France; (S.O.-C.)
- Department of Medical Oncology, Centre Léon Bérard, 69373 Lyon, France; (A.S.); (M.P.)
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Fonseca FLA, da Veiga GL, Alves BDCA, Alves SIPMDN. Liquid biopsy in cancer using the Z-scan technique: a new approach to discover biomarkers in cancer. Future Sci OA 2020; 7:FSO638. [PMID: 33437502 PMCID: PMC7787153 DOI: 10.2144/fsoa-2020-0054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 09/16/2020] [Indexed: 11/23/2022] Open
Abstract
AIM Biomarkers have been broadly studied as a tool for the diagnosis and prognosis for different types of cancer. Z-scan is a kind of measurement technique that generates a nonlinear refractive index (n2). Today, Z-scan has been used in oncology to discriminate between solid tumors and to identify tumor circulating cell-free DNA in liquid samples. MATERIALS & METHODS According to the inclusion and exclusion criteria defined in this review, 35 articles were selected. CONCLUSION The use of this technique for this kind of measurement will allow for a rapid and precise diagnosis of different types of tumor and may lead to better therapeutic approaches.
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Affiliation(s)
- Fernando Luiz Affonso Fonseca
- Clinical Analysis Laboratory, Centro Universitário Saúde ABC, Santo André 06090-650, Brazil
- Instituto de Ciências Ambientais, Químicas e Farmacêuticas (ICAQF), Universidade Federal de São Paulo – UNIFESP, Diadema 09972-270, Brazil
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中国临床肿瘤学会非小细胞肺癌专家委员会. [Chinese Expert Consensus on Next Generation Sequencing Diagnosis
for Non-small Cell Lung Cancer (2020 Edition)]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2020; 23:741-761. [PMID: 32957170 PMCID: PMC7519957 DOI: 10.3779/j.issn.1009-3419.2020.101.45] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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30
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Liskova A, Samec M, Koklesova L, Giordano FA, Kubatka P, Golubnitschaja O. Liquid Biopsy is Instrumental for 3PM Dimensional Solutions in Cancer Management. J Clin Med 2020; 9:E2749. [PMID: 32854390 PMCID: PMC7563444 DOI: 10.3390/jcm9092749] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/17/2020] [Accepted: 08/20/2020] [Indexed: 02/06/2023] Open
Abstract
One in every four deaths is due to cancer in Europe. In view of its increasing incidence, cancer became the leading cause of death and disease burden in Denmark, France, the Netherlands, and the UK. Without essential improvements in cancer prevention, an additional 775,000 cases of annual incidence have been prognosed until 2040. Between 1995 and 2018, the direct costs of cancer doubled from EUR 52 billion to EUR 103 billion in Europe, and per capita health spending on cancer increased by 86% from EUR 105 to EUR 195 in general, whereby Austria, Germany, Switzerland, Benelux, and France spend the most on cancer care compared to other European countries. In view of the consequent severe socio-economic burden on society, the paradigm change from a reactive to a predictive, preventive, and personalized medical approach in the overall cancer management is essential. Concepts of predictive, preventive, and personalized medicine (3PM) demonstrate a great potential to revise the above presented trends and to implement cost-effective healthcare that benefits the patient and society as a whole. At any stage, application of early and predictive diagnostics, targeted prevention, and personalization of medical services are basic pillars making 3PM particularly attractive for the patients as well as ethical and cost-effective healthcare. Optimal 3PM approach requires novel instruments such as well-designed liquid biopsy application. This review article highlights current achievements and details liquid biopsy approaches specifically in cancer management. 3PM-relevant expert recommendations are provided.
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Affiliation(s)
- Alena Liskova
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia; (A.L.); (M.S.); (L.K.)
| | - Marek Samec
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia; (A.L.); (M.S.); (L.K.)
| | - Lenka Koklesova
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia; (A.L.); (M.S.); (L.K.)
| | - Frank A. Giordano
- Department of Radiation Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany;
| | - Peter Kubatka
- Department of Medical Biology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia;
| | - Olga Golubnitschaja
- Predictive, Preventive and Personalised (3P) Medicine, Department of Radiation Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
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31
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Leick KM, Kazarian AG, Rajput M, Tomanek-Chalkley A, Miller A, Shrader HR, McCarthy A, Coleman KL, Kasi PM, Chan CHF. Peritoneal Cell-Free Tumor DNA as Biomarker for Peritoneal Surface Malignancies. Ann Surg Oncol 2020; 27:5065-5071. [PMID: 32648179 DOI: 10.1245/s10434-020-08832-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 06/27/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Disease burden in patients with peritoneal carcinomatosis (PC) is difficult to estimate. We evaluate whether peritoneal cell-free tumor DNA can be used as a measure of disease burden. PATIENTS AND METHODS Malignant ascites or peritoneal lavage fluids were collected from patients with PC under approved IRB protocol. Cell-free DNA was extracted from peritoneal fluid. Droplet digital PCR (ddPCR) was performed using a commercially available KRAS G12/G13 screening kit. Mutant allele frequency (MAF) was calculated based on the numbers of KRAS wild-type and mutant droplets. Clinicopathological, treatment and outcome data were abstracted and correlated with MAF of cell-free KRAS mutant DNA. RESULTS Cell-free KRAS mutant DNA was detected in 15/37 (40%) malignant peritoneal fluids with a MAF of 0.1% to 26.2%. While peritoneal cell-free KRAS mutant DNA was detected in all the patients with KRAS mutant tumors (N = 10), 3/16 (19%) patients with KRAS wild-type tumors also had peritoneal cell-free KRAS mutant DNA. We also found that 71% (5/7) of patients with disease amenable to cytoreductive surgery (CRS) had a MAF of < 1% (median: 0.5%, range: 0.1-4.7%), while 75% (6/8) of patients with unresectable disease had a MAF of > 1% (median: 4.4%, range: 0.1-26.2%). CONCLUSIONS This pilot proof-of-principle study suggests that peritoneal cell-free tumor DNA detected by ddPCR may enable prediction of disease burden and a measure of disease amenable to CRS in patients with PC.
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Affiliation(s)
- Katie M Leick
- Department of Surgery, University of Iowa, Iowa City, IA, USA
| | | | - Maheen Rajput
- Department of Radiology, University of Iowa, Iowa City, IA, USA
| | | | - Ann Miller
- Department of Surgery, University of Iowa, Iowa City, IA, USA
| | | | - Ashley McCarthy
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA
| | - Kristen L Coleman
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA
| | - Pashtoon M Kasi
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA.,Internal Medicine, University of Iowa, Iowa City, IA, USA
| | - Carlos H F Chan
- Department of Surgery, University of Iowa, Iowa City, IA, USA. .,Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA.
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32
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Zakka K, Nagy R, Drusbosky L, Akce M, Wu C, Alese OB, El-Rayes BF, Kasi PM, Mody K, Starr J, Shaib WL. Blood-based next-generation sequencing analysis of neuroendocrine neoplasms. Oncotarget 2020; 11:1749-1757. [PMID: 32477464 PMCID: PMC7233805 DOI: 10.18632/oncotarget.27588] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 04/10/2020] [Indexed: 12/16/2022] Open
Abstract
Background: Neuroendocrine neoplasms (NENs) are a heterogeneous group of neoplasms that span from well-differentiated neuroendocrine tumors (NETs) to highly aggressive neoplasms classified as neuroendocrine carcinomas (NECs). The genomic landscape of NENs has not been well studied. The aim of this study is to confirm the feasibility of next generation sequencing (NGS) testing circulating tumor DNA (ctDNA) in patients with NENs and characterize common alterations in the genomic landscape.
Results: Of the 320 NEN patients, 182 (57%) were male with a median age of 63 years (range: 8-93) years. Tumor type included pancreatic NET (N = 165, 52%), gastrointestinal NEC (N = 52, 16%), large cell lung NEC (N = 21, 7%), nasopharyngeal NEC (N = 16, 5%) and NEC/NET not otherwise specified (N = 64, 20%). ctDNA NGS testing was performed on 338 plasma samples; 14 patients had testing performed twice and 2 patients had testing performed three times. Genomic alterations were defined in 280 (87.5%) samples with a total of 1,012 alterations identified after excluding variants of uncertain significance (VUSs) and synonymous mutations. Of the 280 samples with alterations, TP53 associated genes were most commonly altered (N = 145, 52%), followed by KRAS (N = 61, 22%), EGFR (N = 33, 12%), PIK3CA (N = 30, 11%), BRAF (N = 28, 10%), MYC (N = 28, 10%), CCNE1 (N = 28, 10%), CDK6 (N = 22, 8%), RB1 (N = 19, 7%), NF1 (N = 19, 7%), MET (N = 19, 7%), FGFR1 (N = 19, 7%), APC (N = 19, 7%), ERBB2 (N = 16, 6%) and PTEN (N = 14, 5%).
Conclusions: Evaluation of ctDNA was feasible among individuals with NEN. Liquid biopsies are non-invasive methods that can provide personalized options for targeted therapies in NEN patients.
Patients and Methods: Molecular alterations in 338 plasma samples from 320 patients with NEN were evaluated using clinical-grade NGS of ctDNA (Guardant360®) across multiple institutions. The test detects single nucleotide variants in 54-73 genes, copy number amplifications, fusions, and indels in selected genes.
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Affiliation(s)
- Katerina Zakka
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | | | | | - Mehmet Akce
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Christina Wu
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Olatunji B Alese
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Bassel F El-Rayes
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Pashtoon Murtaza Kasi
- Department of Hematology and Medical Oncology, University of Iowa, Iowa City, IA, USA
| | - Kabir Mody
- Department of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Jason Starr
- Department of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Walid L Shaib
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
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Knuever J, Weiss J, Persa OD, Kreuzer K, Mauch C, Hallek M, Schlaak M. The use of circulating cell-free tumor DNA in routine diagnostics of metastatic melanoma patients. Sci Rep 2020; 10:4940. [PMID: 32188904 PMCID: PMC7080785 DOI: 10.1038/s41598-020-61818-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Accepted: 03/02/2020] [Indexed: 11/09/2022] Open
Abstract
Modern advances in technology such as next-generation sequencing and digital PCR make detection of minor circulating cell-free tumor DNA amounts in blood from cancer patients possible. Samples can be obtained minimal-invasively, tested for treatment-determining genetic alterations and are considered to reflect the genetic constitution of the whole tumor mass. Furthermore, tumor development can be determined by a time course of the quantified circulating cell-free tumor DNA. However, systematic studies which prove the clinical relevance of monitoring patients using liquid biopsies are still lacking. In this study, we collected 115 samples from 47 late stage melanoma patients over 1.5 years alongside therapy-associated clinical routine monitoring. Mutation status was confirmed by molecular analysis of primary tumor material. We can show that detectable levels of circulating cell-free tumor DNA correlate with clinical development over time. Increasing levels of circulating cell-free tumor DNA during melanoma treatment with either targeted therapy (BRAF/MEK inhibitors) or immunotherapy, during recovery time or the intervals between last treatment cycle and second-line treatment point towards clinical progression before the progression becomes obvious in imaging. Therefore, this is a further possibility to closely screen our patients for tumor progression during therapy, in therapy-free phases and in earlier stages before therapy initiation.
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Affiliation(s)
- Jana Knuever
- Department of Dermatology and Venerology, University of Cologne, Cologne, Germany.
- Center of Integrated Oncology (CIO), Cologne, Germany.
| | - Jonathan Weiss
- Center of Integrated Oncology (CIO), Cologne, Germany
- Clinic I for Internal Medicine, University Hospital of Cologne, Cologne, Germany
| | - Oana-Diana Persa
- Department of Dermatology and Venerology, University of Cologne, Cologne, Germany
- Center of Integrated Oncology (CIO), Cologne, Germany
| | - Karl Kreuzer
- Center of Integrated Oncology (CIO), Cologne, Germany
- Clinic I for Internal Medicine, University Hospital of Cologne, Cologne, Germany
| | - Cornelia Mauch
- Department of Dermatology and Venerology, University of Cologne, Cologne, Germany
- Center of Integrated Oncology (CIO), Cologne, Germany
| | - Michael Hallek
- Center of Integrated Oncology (CIO), Cologne, Germany
- Clinic I for Internal Medicine, University Hospital of Cologne, Cologne, Germany
| | - Max Schlaak
- Department of Dermatology and Venerology, University of Cologne, Cologne, Germany
- Center of Integrated Oncology (CIO), Cologne, Germany
- Department of Dermatology and Allergology, Hospital of the Ludwig-Maximilians-University (LMU) Munich, Munich, Germany
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Franczak C, Witz A, Geoffroy K, Demange J, Rouyer M, Husson M, Massard V, Gavoille C, Lambert A, Gilson P, Gambier N, Scala-Bertola J, Merlin JL, Harlé A. Evaluation of KRAS, NRAS and BRAF mutations detection in plasma using an automated system for patients with metastatic colorectal cancer. PLoS One 2020; 15:e0227294. [PMID: 31940389 PMCID: PMC6961936 DOI: 10.1371/journal.pone.0227294] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 12/16/2019] [Indexed: 12/18/2022] Open
Abstract
Background Cell-free DNA detection is becoming a surrogate assay for tumor genotyping. Biological fluids often content a very low amount of cell-free tumor DNA and assays able to detect very low allele frequency mutant with a few quantities of DNA are required. We evaluated the ability of the fully-automated molecular diagnostics platform Idylla for the detection of KRAS, NRAS and BRAF hotspot mutations in plasma from patients with metastatic colorectal cancer (mCRC). Materials and methods First, we evaluated the limit of detection of the system using two set of laboratory made samples that mimic mCRC patient plasma, then plasma samples from patients with mCRC were assessed using Idylla system and BEAMing digital PCR technology. Results Limits of detection of 0.1%, 0.4% and 0.01% for KRAS, NRAS and BRAF respectively have been reached. With our laboratory made samples, sensitivity up to 0.008% has been reached. Among 15 patients’ samples tested for KRAS mutation, 2 discrepant results were found between Idylla and BEAMing dPCR. A 100% concordance between the two assays has been found for the detection of NRAS and BRAF mutations in plasma samples. Conclusions The Idylla system does not reach as high sensitivity as assays like ddPCR but has an equivalent sensitivity to modified NGS technics with a lower cost and a lower time to results. These data allowed to consider the Idylla system in a routine laboratory workflow for KRAS, NRAS and BRAF mutations detection in plasma.
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Affiliation(s)
- Claire Franczak
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Andréa Witz
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Karen Geoffroy
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Jessica Demange
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Marie Rouyer
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Marie Husson
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Vincent Massard
- Institut de Cancérologie de Lorraine, Département d'oncologie médicale, Vandoeuvre les Nancy, France
| | - Céline Gavoille
- Institut de Cancérologie de Lorraine, Département d'oncologie médicale, Vandoeuvre les Nancy, France
| | - Aurélien Lambert
- Institut de Cancérologie de Lorraine, Département d'oncologie médicale, Vandoeuvre les Nancy, France
| | - Pauline Gilson
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
| | - Nicolas Gambier
- CHRU Nancy, Department of Clinical Pharmacology and Toxicology, Nancy, France.,Université de Lorraine, UMR 7365 CNRS-UL, IMoPA, Vandœuvre-lès-Nancy, France
| | - Julien Scala-Bertola
- CHRU Nancy, Department of Clinical Pharmacology and Toxicology, Nancy, France.,Université de Lorraine, UMR 7365 CNRS-UL, IMoPA, Vandœuvre-lès-Nancy, France
| | - Jean-Louis Merlin
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
| | - Alexandre Harlé
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
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Luo H, Zhao Q, Wei W, Zheng L, Yi S, Li G, Wang W, Sheng H, Pu H, Mo H, Zuo Z, Liu Z, Li C, Xie C, Zeng Z, Li W, Hao X, Liu Y, Cao S, Liu W, Gibson S, Zhang K, Xu G, Xu RH. Circulating tumor DNA methylation profiles enable early diagnosis, prognosis prediction, and screening for colorectal cancer. Sci Transl Med 2020; 12:12/524/eaax7533. [PMID: 31894106 DOI: 10.1126/scitranslmed.aax7533] [Citation(s) in RCA: 248] [Impact Index Per Article: 49.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Accepted: 10/04/2019] [Indexed: 02/05/2023]
Abstract
Circulating tumor DNA (ctDNA) has emerged as a useful diagnostic and prognostic biomarker in many cancers. Here, we conducted a study to investigate the potential use of ctDNA methylation markers for the diagnosis and prognostication of colorectal cancer (CRC) and used a prospective cohort to validate their effectiveness in screening patients at high risk of CRC. We first identified CRC-specific methylation signatures by comparing CRC tissues to normal blood leukocytes. Then, we applied a machine learning algorithm to develop a predictive diagnostic and a prognostic model using cell-free DNA (cfDNA) samples from a cohort of 801 patients with CRC and 1021 normal controls. The obtained diagnostic prediction model discriminated patients with CRC from normal controls with high accuracy (area under curve = 0.96). The prognostic prediction model also effectively predicted the prognosis and survival of patients with CRC (P < 0.001). In addition, we generated a ctDNA-based molecular classification of CRC using an unsupervised clustering method and obtained two subgroups of patients with CRC with significantly different overall survival (P = 0.011 in validation cohort). Last, we found that a single ctDNA methylation marker, cg10673833, could yield high sensitivity (89.7%) and specificity (86.8%) for detection of CRC and precancerous lesions in a high-risk population of 1493 participants in a prospective cohort study. Together, our findings showed the value of ctDNA methylation markers in the diagnosis, surveillance, and prognosis of CRC.
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Affiliation(s)
- Huiyan Luo
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Qi Zhao
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Wei Wei
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Lianghong Zheng
- Guangzhou Youze Biological Pharmaceutical Technology Company Ltd., Guangzhou 510005, P.R. China
| | - Shaohua Yi
- Huazhong University of Science and Technology Tongji Medical College, Wuhan 430030, P. R. China
| | - Gen Li
- Guangzhou Women and Children’s Medical Center, Guangzhou 510623, P. R. China
| | - Wenqiu Wang
- Shanghai General Hospital, Shanghai 200080, P. R. China
| | - Hui Sheng
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Hengying Pu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Haiyu Mo
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Zhixiang Zuo
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Zexian Liu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Chaofeng Li
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Chuanbo Xie
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Zhaolei Zeng
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Weimin Li
- Molecular Medicine Center, West China Hospital, Sichuan University, Chengdu 610041, P. R. China
| | - Xiaoke Hao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University, Xi'an 710032, P. R. China
| | - Yuying Liu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Sumei Cao
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Wanli Liu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Sarah Gibson
- Guangzhou Women and Children’s Medical Center, Guangzhou 510623, P. R. China
| | - Kang Zhang
- Molecular Medicine Center, West China Hospital, Sichuan University, Chengdu 610041, P. R. China
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, P. R. China
| | - Guoliang Xu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
| | - Rui-hua Xu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P. R. China
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Papadopoulou E, Tsoulos N, Tsantikidi K, Metaxa-Mariatou V, Stamou PE, Kladi-Skandali A, Kapeni E, Tsaousis G, Pentheroudakis G, Petrakis D, Lampropoulou DI, Aravantinos G, Varthalitis I, Kesisis G, Boukovinas I, Papakotoulas P, Katirtzoglou N, Athanasiadis E, Stavridi F, Christodoulou C, Koumarianou A, Eralp Y, Nasioulas G. Clinical feasibility of NGS liquid biopsy analysis in NSCLC patients. PLoS One 2019; 14:e0226853. [PMID: 31860648 PMCID: PMC6924668 DOI: 10.1371/journal.pone.0226853] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 12/04/2019] [Indexed: 12/14/2022] Open
Abstract
Background Analysis of circulating tumor nucleic acids in plasma of Non-Small Cell Lung Cancer (NSCLC) patients is the most widespread and documented form of "liquid biopsy" and provides real-time information on the molecular profile of the tumor without an invasive tissue biopsy. Methods Liquid biopsy analysis was requested by the referral physician in 121 NSCLC patients at diagnosis and was performed using a sensitive Next Generation Sequencing assay. Additionally, a comparative analysis of NSCLC patients at relapse following EGFR Tyrosine Kinase Inhibitor (TKIs) treatment was performed in 50 patients by both the cobas and NGS platforms. Results At least one mutation was identified in almost 49% of the cases by the NGS approach in NSCLC patients analyzed at diagnosis. In 36 cases with paired tissue available a high concordance of 86.11% was observed for clinically relevant mutations, with a Positive Predictive Value (PPV) of 88.89%. Furthermore, a concordance rate of 82% between cobas and the NGS approach for the EGFR sensitizing mutations (in exons 18, 19, 21) was observed in patients with acquired resistance to EGFR TKIs, while this concordance was 94% for the p.T790M mutation, with NGS being able to detect this mutation in three 3 additional patients. Conclusions This study indicates the feasibility of circulating tumor nucleic acids (ctNA) analysis as a tumor biopsy surrogate in clinical practice for NSCLC personalized treatment decision making. The use of new sensitive NGS techniques can reliably detect tumor-derived mutations in liquid biopsy and provide clinically relevant information both before and after targeted treatment in patients with NSCLC. Thus, it could aid physicians in treatment decision making in clinical practice.
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Affiliation(s)
| | | | | | | | | | | | | | | | - George Pentheroudakis
- Department of Medical Oncology, School of Medicine, Ioannina, Greece
- Society for Study of Clonal Heterogeneity of Neoplasia (EMEKEN), Ioannina, Greece
| | - Dimitrios Petrakis
- Department of Medical Oncology, School of Medicine, Ioannina, Greece
- Society for Study of Clonal Heterogeneity of Neoplasia (EMEKEN), Ioannina, Greece
| | | | - Gerasimos Aravantinos
- Second Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | | | - George Kesisis
- Oncology Department, Saint Luke Private Hospital, Thessaloniki, Greece
| | | | - Pavlos Papakotoulas
- First Department of Clinical Oncology, Theagenio Hospital, Thessaloniki, Greece
| | | | | | - Flora Stavridi
- Fourth Department of Medical Oncology, Hygeia Hospital, Athens, Greece
| | | | - Anna Koumarianou
- Hematology Oncology Unit, Fourth Department of Internal Medicine, Attikon University Hospital, Athens, Greece
| | - Yeşim Eralp
- Department of Medical Oncology, Istanbul University School of Medicine, İstanbul, Turkey
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37
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de Melo-Silva AJ, Lucena JP, Hueneburg T. The evolution of molecular diagnosis using digital polymerase chain reaction to detect cancer via cell-free DNA and circulating tumor cells. Cell Biol Int 2019; 44:735-743. [PMID: 31829466 DOI: 10.1002/cbin.11286] [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: 04/04/2019] [Accepted: 12/10/2019] [Indexed: 01/05/2023]
Abstract
Cancer is one of the most important causes of death worldwide. The onset of cancer may be initiated due to a variety of factors such as environment, genetics or even due to personal lifestyle choices. To counteract this tremendous increase, the demand for a new technology has risen. By this means, the use of digital polymerase chain reaction (dPCR) has been shown to be a promising methodology in the early detection of many types of cancers. Furthermore, several researchers confirmed that the use of tumor cell-free DNA (cfDNA) and circulating tumor cells (CTC) in peripheral blood is essential in revealing an early prognosis of such diseases. Besides this, it was established that dPCR might be used in a much more efficient, accurate, and reliable manner to amplify a variety of genetic material up to the identification of mutations in hematological diseases. Therefore, this article demonstrates the differences between conventional PCR and dPCR as a molecular technique to detect the early onset of cancer. Furthermore, CTC and cfDNA were officially approved by the Food and Drug Administration as new biological biomarkers in cancer development and monitoring.
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Affiliation(s)
- Alex José de Melo-Silva
- Department of Immunology, Aggeu Magalhães Institute, IAM/FIOCRUZ-PE, Recife-PE, 50670-420, Brazil
| | - Jessica Paula Lucena
- Department of Immunology, Aggeu Magalhães Institute, IAM/FIOCRUZ-PE, Recife-PE, 50670-420, Brazil
| | - Thomas Hueneburg
- University of Technology Sydney, Sydney, 2007, Australia.,Department of Microbiology and Immunology, University of Melbourne, Melbourne-Vic, 3010 Parkeville VIC, Australia
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38
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Cristaldi M, Mauceri R, Di Fede O, Giuliana G, Campisi G, Panzarella V. Salivary Biomarkers for Oral Squamous Cell Carcinoma Diagnosis and Follow-Up: Current Status and Perspectives. Front Physiol 2019; 10:1476. [PMID: 31920689 PMCID: PMC6914830 DOI: 10.3389/fphys.2019.01476] [Citation(s) in RCA: 103] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 11/18/2019] [Indexed: 12/22/2022] Open
Abstract
Oral cancer is the sixth most common cancer type in the world, and 90% of it is represented by oral squamous cell carcinoma (OSCC). Despite progress in preventive and therapeutic strategies, delay in OSCC diagnosis remains one of the major causes of high morbidity and mortality; indeed the majority of OSCC has been lately identified in the advanced clinical stage (i.e., III or IV). Moreover, after primary treatment, recurrences and/or metastases are found in more than half of the patients (80% of cases within the first 2 years) and the 5-year survival rate is still lower than 50%, resulting in a serious issue for public health. Currently, histological investigation represents the “gold standard” of OSCC diagnosis; however, recent studies have evaluated the potential use of non-invasive methods, such as “liquid biopsy,” for the detection of diagnostic and prognostic biomarkers in body fluids of oral cancer patients. Saliva is a biofluid containing factors such as cytokines, DNA and RNA molecules, circulating and tissue-derived cells, and extracellular vesicles (EVs) that may be used as biomarkers; their analysis may give us useful information to do early diagnosis of OSCC and improve the prognosis. Therefore, the aim of this review is reporting the most recent data on saliva biomarker detection in saliva liquid biopsy from oral cancer patients, with particular attention to circulating tumor DNA (ctDNA), EVs, and microRNAs (miRNAs). Our results highlight that saliva liquid biopsy has several promising clinical uses in OSCC management; it is painless, accessible, and low cost and represents a very helpful source of diagnostic and prognostic biomarker detection. Even if standardized protocols for isolation, characterization, and evaluation are needed, recent data suggest that saliva may be successfully included in future clinical diagnostic processes, with a considerable impact on early treatment strategies and a favorable outcome.
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Affiliation(s)
- Marta Cristaldi
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Rodolfo Mauceri
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy.,Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Olga Di Fede
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Giovanna Giuliana
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Giuseppina Campisi
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Vera Panzarella
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
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Armand M, Costopoulos M, Osman J, Tarfi S, Houillier C, Choquet S, Agnelo H, Bonnemye P, Ronez E, Settegrana C, Soussain C, Hoang‐Xuan K, Le Garff‐Tavernier M, Davi F. Optimization of CSF biological investigations for CNS lymphoma diagnosis. Am J Hematol 2019; 94:1123-1131. [PMID: 31328307 DOI: 10.1002/ajh.25578] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2019] [Revised: 07/03/2019] [Accepted: 07/13/2019] [Indexed: 01/12/2023]
Abstract
Diagnosis of lymphoma leptomeningeal dissemination is challenging and relies on a wide array of methods. So far, no consensus biological guidelines are available. This increases the chance of intra- and interpractice variations, despite the shared concern to perform the minimum amount of tests while preserving clinically relevant results.We evaluated a training cohort of 371 cerebrospinal fluid (CSF) samples from patients with putative lymphomatous central nervous system (CNS) localization using conventional cytology (CC), flow cytometry (FCM), molecular clonality assesment by PCR and cytokine quantification (CQ). This led us to propose a biological algorithm, which was then verified on a validation cohort of 197 samples. The samples were classified according to the clinical context and the results of each technique were compared. Using all four techniques was not useful for exclusion diagnosis of CNS lymphoma (CNSL), but they proved complementary for cases with suspected CNSL. This was particularly true for CQ in primary CNSL. Overall, diagnosis can be obtained with a two-step approach. The first step comprises CC and FCM, as results are available quickly and FCM is a sensitive method. Both PCR and CQ can be postponed and performed in a second step, depending on the results from the first step and the clinical context.The proposed algorithm missed none of the CNSL samples of the validation cohort. Moreover, applying this algorithm would have spared 30% of PCR tests and 20% of CQ over a one-year period, without compromising clinical management.
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Affiliation(s)
- Marine Armand
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
| | - Myrto Costopoulos
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
| | - Jennifer Osman
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
| | - Sihem Tarfi
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
| | - Caroline Houillier
- Department of NeurologyAPHP Pitié‐Salpêtrière, Hospital and Sorbonne Université Paris France
| | - Sylvain Choquet
- Department of HematologyAPHP Pitié‐Salpêtrière, Hospital and Sorbonne Université Paris France
| | - Hervé Agnelo
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
| | - Patrick Bonnemye
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
| | - Emily Ronez
- Hematology Immunology and Transfusion LaboratoryAPHP Hopital Ambroise Paré Boulogne Billancourt France
| | - Catherine Settegrana
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
| | - Carole Soussain
- Department of HematologyHôpital René Huguenin, Institut Curie Saint‐Cloud France
| | - Khê Hoang‐Xuan
- Department of NeurologyAPHP Pitié‐Salpêtrière, Hospital and Sorbonne Université Paris France
| | | | - Frédéric Davi
- Hematology LaboratoryAPHP Pitié‐Salpêtrière Hospital and Sorbonne Université Paris France
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40
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Farr RJ, Wong WKM, Maynard CL, Tersey SA, Mirmira RG, Hardikar AA, Joglekar MV. Comparative analysis of diagnostic platforms for measurement of differentially methylated insulin DNA. J Biol Methods 2019; 6. [PMID: 31328130 PMCID: PMC6641562 DOI: 10.14440/jbm.2019.280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Circulating cell-free DNA (cfDNA) has been intensively investigated as a diagnostic and prognostic marker for various cancers. In recent years, presence of unmethylated insulin cfDNA in the circulation has been correlated with pancreatic β-cell death and risk of developing type 1 diabetes. Digital (d)PCR is an increasingly popular method of quantifying insulin cfDNA due to its ability to determine absolute copy numbers, and its increased sensitivity when compared to the more routinely used quantitative PCR. Multiple platforms have been developed to carry out dPCR. However, not all technologies perform comparably, thereby necessitating evaluation of each platform. Here, we compare two dPCR platforms: the QuantStudio 3D (QS3D, Applied Biosystems) and the QX200 (Bio-Rad), to measure copies of unmethylated/methylated insulin plasmids. The QS3D detected greater copy numbers of the plasmids than the QX200 (manual mode), whereas QX200 demonstrated minimal replicate variability, increased throughput, ease of use and the potential for automation. Overall, the performance of QX200, in our hands, was better suited to measure differentially methylated insulin cfDNA.
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Affiliation(s)
- Ryan J Farr
- Diabetes and Islet Biology Group, NHMRC Clinical Trials Centre, Faculty of Medicine, The University of Sydney, Level 6, Medical Foundation Building, 92-94 Parramatta Road, Camperdown, NSW 2050, Australia
| | - Wilson K M Wong
- Diabetes and Islet Biology Group, NHMRC Clinical Trials Centre, Faculty of Medicine, The University of Sydney, Level 6, Medical Foundation Building, 92-94 Parramatta Road, Camperdown, NSW 2050, Australia
| | - Cody-Lee Maynard
- Diabetes and Islet Biology Group, NHMRC Clinical Trials Centre, Faculty of Medicine, The University of Sydney, Level 6, Medical Foundation Building, 92-94 Parramatta Road, Camperdown, NSW 2050, Australia
| | - Sarah A Tersey
- Herman B Wells Center for Pediatric Research, Center for Diabetes and Metabolic Diseases, and Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Raghavendra G Mirmira
- Herman B Wells Center for Pediatric Research, Center for Diabetes and Metabolic Diseases, and Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Anandwardhan A Hardikar
- Diabetes and Islet Biology Group, NHMRC Clinical Trials Centre, Faculty of Medicine, The University of Sydney, Level 6, Medical Foundation Building, 92-94 Parramatta Road, Camperdown, NSW 2050, Australia
| | - Mugdha V Joglekar
- Diabetes and Islet Biology Group, NHMRC Clinical Trials Centre, Faculty of Medicine, The University of Sydney, Level 6, Medical Foundation Building, 92-94 Parramatta Road, Camperdown, NSW 2050, Australia
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41
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Khani M, Hosseini J, Mirfakhraie R, Habibi M, Azargashb E, Pouresmaeili F. The value of the plasma circulating cell-free DNA concentration and integrity index as a clinical tool for prostate cancer diagnosis: a prospective case-control cohort study in an Iranian population. Cancer Manag Res 2019; 11:4549-4556. [PMID: 31191016 PMCID: PMC6529618 DOI: 10.2147/cmar.s192646] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 03/12/2019] [Indexed: 12/13/2022] Open
Abstract
Introduction: Prostate cancer (PCa) is the most common cancer among men and the second cause of cancer death among men. For early detection and differentiating PCa from benign prostate hyperplasia (BPH) tissue biopsy has been used for decades. However, circulating cell-free DNA (ccfDNA) testing is a noninvasive, fast, easily repeatable, and sensitive liquid biopsy for cancer detection. Hence, we aimed to investigate the value of the ccfDNA concentration and integrity index in peripheral blood of a population of Iranian prostatic patients for early diagnosis of the disease. Materials and methods: 100 subjects including 30 PCa, 40 BPH, and 30 healthy individuals were selected. ccfDNA was extracted from fresh blood plasma, and its total concentration and the integrity index were estimated by amplification of ALU115 and ALU247 repeat elements using quantitative real-time PCR. Results: In the PCa group, the ccfDNA concentration and its integrity were significantly higher than that of the BPH and healthy groups (P-value <0.001 and P-value <0.001). The ccfDNA concentration and its integrity were higher in BPH compared to the healthy group, although it was not statistically significant (P-value =0.836 and P-value =0.053, respectively). Conclusion: A significant relation between ccfDNA concentration, its integrity, and PCa suggests that the liquid biopsy can be used as a noninvasive early diagnostic biomarker. Determination of a cutoff or a diagnostic range value of the measured parameters for healthy, BPH, and PCa subjects in more samples of Iranian population results in timely, correct, and early detection, which results in better treatment outcomes. Moreover, this method may reduce overdiagnosis and overtreatment procedures.
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Affiliation(s)
- Maryam Khani
- Medical Genetics Department, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Jalil Hosseini
- Infertility and Reproductive Health Research Center (IRHRC), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Reza Mirfakhraie
- Medical Genetics Department, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohsen Habibi
- Central laboratory, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Eznollah Azargashb
- Department of Community Medicine, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farkhondeh Pouresmaeili
- Medical Genetics Department, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Infertility and Reproductive Health Research Center (IRHRC), Shahid Beheshti University of Medical Sciences, Tehran, Iran
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42
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Arko-Boham B, Aryee NA, Blay RM, Owusu EDA, Tagoe EA, Doris Shackie ES, Debrah AB, Adu-Aryee NA. Circulating cell-free DNA integrity as a diagnostic and prognostic marker for breast and prostate cancers. Cancer Genet 2019; 235-236:65-71. [PMID: 31105051 DOI: 10.1016/j.cancergen.2019.04.062] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 04/15/2019] [Accepted: 04/21/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Cancer incidence and its related mortality is rising and is currently the second leading cause of death globally. In Africa, breast and prostate cancer in females and males, respectively, are the worst globally. However, biomarkers for their early detection and prognosis are not well developed. This study sought to investigate circulating cell-free DNA (ccfDNA) integrity and its potential utility as diagnostic and/or prognostic biomarker. Circulating cell-free DNA (ccfDNA) is degraded DNA fragments released into the blood plasma. In healthy individuals, the source of ccfDNA is solely apoptosis, producing evenly sized shorter DNA fragments. In cancer patients, however, necrosis produces uneven longer cell-free DNA fragments in addition to the shorter fragments originating from apoptosis. DNA integrity, expressed as the ratio of longer fragments to total DNA, may be clinically useful for the detection of breast and prostate cancer progression. METHODS Sixty-four (64) females, consisting of 32 breast cancer patients and 32 controls, and 61 males (31 prostate cancer patients and 30 controls) were included in the study. Each participant donated 5 ml peripheral blood from which sera were separated. Real-time qPCR was performed on the sera to quantify ALU 115 and 247 levels, and DNA integrity (ALU247/ALU115) determined. RESULTS & CONCLUSION ALU species 115 and 247 levels in serum were elevated in breast and prostate cancer patients compared to their counterpart healthy controls. DNA integrity was higher in prostate cancer patients than in the control, but in breast cancer patients was lower compared to their controls. In prostate but not in breast cancers, DNA integrity increased with disease severity and higher staging.
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Affiliation(s)
- Benjamin Arko-Boham
- Department of Medical Laboratory Sciences, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana; Department of Anatomy, School of Biomedical and Allied Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana.
| | - Nii Ayite Aryee
- Department of Medical Biochemistry, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana
| | - Richard Michael Blay
- Department of Anatomy, School of Biomedical and Allied Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana
| | - Ewurama Dedea Ampadu Owusu
- Department of Medical Laboratory Sciences, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana; Centre of Tropical Medicine and Travel Medicine, Department of Infectious Diseases, Division of Internal Medicine, Academic Medical Centre, University of Amsterdam, Postbus 226601100 DD Amsterdam, the Netherlands; Foundation for Innovative and New Diagnostics (FIND), 9 Chemin des Mines, 1202, Geneva, Switzerland
| | - Emmanuel Ayitey Tagoe
- Department of Medical Laboratory Sciences, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana; West African Centre for Cell Biology of Infectious Pathogens, University of Ghana, P.O. Box LG 25, Legon, Accra, Ghana
| | - Eshirow-Sam Doris Shackie
- Department of Medical Laboratory Sciences, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana
| | - Ama Boatemaa Debrah
- Department of Medical Laboratory Sciences, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana
| | - Nii Armah Adu-Aryee
- Department of Surgery, School of Medicine and Dentistry, College of Health Sciences, University of Ghana, P.O. Box KB 143, Korle-Bu, Accra, Ghana; Department of Surgery, Korle-Bu Teaching Hospital, P.O. Box, 77 Accra, Ghana
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Herrera-Martínez AD, Hofland LJ, Gálvez Moreno MA, Castaño JP, de Herder WW, Feelders RA. Neuroendocrine neoplasms: current and potential diagnostic, predictive and prognostic markers. Endocr Relat Cancer 2019; 26:R157-R179. [PMID: 30615596 DOI: 10.1530/erc-18-0354] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 01/03/2019] [Indexed: 12/13/2022]
Abstract
Some biomarkers for functioning and non-functioning neuroendocrine neoplasms (NENs) are currently available. Despite their application in clinical practice, results should be interpreted cautiously. Considering the variable sensitivity and specificity of these parameters, there is an unmet need for novel biomarkers to improve diagnosis and predict patient outcome. Nowadays, several new biomarkers are being evaluated and may become future tools for the management of NENs. These biomarkers include (1) peptides and growth factors; (2) DNA and RNA markers based on genomics analysis, for example, the so-called NET test, which has been developed for analyzing gene transcripts in circulating blood; (3) circulating tumor/endothelial/progenitor cells or cell-free tumor DNA, which represent minimally invasive methods that would provide additional information for monitoring treatment response and (4) improved imaging techniques with novel radiolabeled somatostatin analogs or peptides. Below we summarize some future directions in the development of novel diagnostic and predictive/prognostic biomarkers in NENs. This review is focused on circulating and selected tissue markers.
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Affiliation(s)
- Aura D Herrera-Martínez
- Division of Endocrinology, Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC); Reina Sofia University Hospital, Córdoba, Spain
| | - Leo J Hofland
- Division of Endocrinology, Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - María A Gálvez Moreno
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC); Reina Sofia University Hospital, Córdoba, Spain
| | - Justo P Castaño
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC); Reina Sofia University Hospital, Córdoba, Spain
| | - Wouter W de Herder
- Division of Endocrinology, Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Richard A Feelders
- Division of Endocrinology, Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Reed EK, Steinmark L, Seibert DC, Edelman E. Somatic Testing: Implications for Targeted Treatment. Semin Oncol Nurs 2019; 35:22-33. [PMID: 30660356 DOI: 10.1016/j.soncn.2018.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
OBJECTIVE To provide an overview of key considerations for somatic testing for the purpose of targeting cancer treatment. DATA SOURCES Literature; research reports. CONCLUSION Genomic testing of cancer cells to identify variants that drive the carcinogenic process is becoming common in clinical settings. Providers and patients need to weigh the potential benefits of testing with technologic and logistic issues. IMPLICATIONS FOR NURSING PRACTICE Testing is available for thousands of genomic variants to identify one or more to guide targeted treatment. Oncology nurses need to understand the benefits and limitations of participating in patient-centered implementation of this testing.
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Kalavska K, Minarik T, Vlkova B, Manasova D, Kubickova M, Jurik A, Mardiak J, Sufliarsky J, Celec P, Mego M. Prognostic value of various subtypes of extracellular DNA in ovarian cancer patients. J Ovarian Res 2018; 11:85. [PMID: 30243303 PMCID: PMC6196469 DOI: 10.1186/s13048-018-0459-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 09/12/2018] [Indexed: 01/05/2023] Open
Abstract
Background Patients with ovarian cancer represent a heterogeneous population with a variable prognosis and response to chemotherapy. Plasma DNA has been shown to have a prognostic value in different types of cancer including ovarian carcinoma. Whether total circulating DNA, which can be assessed much easier without knowing the tumor-specific mutations, has similar informative value is currently unknown. The aim of this study was to evaluate the prognostic value of extracellular DNA in advanced ovarian cancer. Methods This prospective study included 67 patients (pts) with ovarian cancer treated with 1st line paclitaxel and carboplatin (25 pts) and paclitaxel, carboplatin and bevacizumab (42 pts). Thirty-five patients had optimal surgical debulking before chemotherapy. Extracellular DNA was quantified using real time PCR before administration of chemotherapy (67 pts) and after 6 cycles of chemotherapy (44 pts). Results Total extracellular DNA (ecDNA), as well as extracellular DNA of nuclear (nDNA) and mitochondrial origin (mtDNA) significantly (p < 0.05) decreased after 6 cycles of chemotherapy (by 54%, 63% and 52%, respectively. Patients with stage I disease had significantly lower mtDNA compared to patients with stage II-IV (8604 vs. 16, 984 ge/mL, p = 0.03). Patients with lower baseline nDNA had superior progression-free (HR = 0.35 (0.14–0.86)) and overall survival (HR = 0.18 (0.04–0.77). The prognostic value of nDNA was confirmed independent of tumor stage and confirmed in multivariate analysis. Conclusions Our data suggest that ecDNA of both, nuclear and mitochondrial origin could be added to prognostic markers in ovarian cancer. Analysis of ecDNA does not require the knowledge of tumor-specific mutations in contrast to the quantification of tumor-derived ecDNA. Study of the dynamics and cell type-specific source of the ecDNA could shed light on its biology in cancer and might help to direct the treatment of ovarian cancer.
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Affiliation(s)
- Katarina Kalavska
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Klenova 1, 833 10, Bratislava, Slovak Republic.,Translational Research Unit, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | | | - Barbora Vlkova
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Denisa Manasova
- Translational Research Unit, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | | | | | - Jozef Mardiak
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Klenova 1, 833 10, Bratislava, Slovak Republic.,National Cancer Institute, Bratislava, Slovakia
| | - Jozef Sufliarsky
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Klenova 1, 833 10, Bratislava, Slovak Republic.,National Cancer Institute, Bratislava, Slovakia
| | - Peter Celec
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Michal Mego
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Klenova 1, 833 10, Bratislava, Slovak Republic. .,Translational Research Unit, Faculty of Medicine, Comenius University, Bratislava, Slovakia. .,National Cancer Institute, Bratislava, Slovakia.
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de Figueiredo Barros BD, Kupper BEC, Aguiar Junior S, de Mello CAL, Begnami MD, Chojniak R, de Souza SJ, Torrezan GT, Carraro DM. Mutation Detection in Tumor-Derived Cell Free DNA Anticipates Progression in a Patient With Metastatic Colorectal Cancer. Front Oncol 2018; 8:306. [PMID: 30148116 PMCID: PMC6095987 DOI: 10.3389/fonc.2018.00306] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 07/20/2018] [Indexed: 12/18/2022] Open
Abstract
Background: The observation of tumor-derived cell-free DNA (ctDNA) in plasma brought new expectations to monitor treatment response in cancer patients. Case presentation: In an exploratory case of a 57-year-old man diagnosed with metastatic sigmoid adenocarcinoma, we used a hotspot panel of cancer-associated gene mutations to identify tumor-specific mutations in the primary tumor and metastasis. Results: Five mutations were detected (KRAS, p.Gly12Val; TP53, p.Arg175His; RB1, p.Ile680Thr; ALK, p.Gly1184Glu; and ERBB2, p.Lys860Lys), of which three were detected in both tissue types (primary tumor and metastasis). All five mutations were monitored in the ctDNA of six serial plasma samples. Only KRAS and TP53 mutations were detected at a high frequency in the first plasma sample. After 1 month of chemotherapy the allele frequencies of both mutations fell below the detection limit. From the third month of systemic treatment onward, the allele frequencies of both mutations were detectable in plasma, displaying a continual increase thereafter. The remaining three mutations were not detected in plasma samples. Signs of disease progression in ctDNA during the treatment period were evident while computed tomography (CT) measurements suggested stable metastatic lesions throughout the treatment. Conclusions: Liquid biopsies revealed tumor heterogeneity and predicted tumor progression, demonstrating the potential of ctDNA analysis to be a sensitive and specific tool for monitoring treatment responsivity and for early identification of treatment resistance.
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Affiliation(s)
- Bruna D de Figueiredo Barros
- Laboratory of Genomics and Molecular Biology-International Research Center/CIPE, A. C. Camargo Cancer Center, São Paulo, Brazil
| | - Bruna E C Kupper
- Colorectal Tumors Department, A. C. Camargo Cancer Center, São Paulo, Brazil
| | | | - Celso A L de Mello
- Clinical Oncology Department, A. C. Camargo Cancer Center, São Paulo, Brazil
| | - Maria D Begnami
- Department of Anatomic Pathology, A. C. Camargo Cancer Center, São Paulo, Brazil
| | - Rubens Chojniak
- Imaging Department, A. C. Camargo Cancer Center, São Paulo, Brazil
| | - Sandro J de Souza
- Bioinformatics Multidisciplinary Environment, Digital Metropolis Institute, Federal University of Rio Grande do Norte, Natal, Brazil.,Brain Institute, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Giovana T Torrezan
- Laboratory of Genomics and Molecular Biology-International Research Center/CIPE, A. C. Camargo Cancer Center, São Paulo, Brazil
| | - Dirce M Carraro
- Laboratory of Genomics and Molecular Biology-International Research Center/CIPE, A. C. Camargo Cancer Center, São Paulo, Brazil
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Veyseh M, Ricker C, Espenschied C, Raymond V, D’Souza A, Barzi A. Secondary Germline Finding in Liquid Biopsy of a Deceased Patient; Case Report and Review of the Literature. Front Oncol 2018; 8:259. [PMID: 30050867 PMCID: PMC6052887 DOI: 10.3389/fonc.2018.00259] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 06/22/2018] [Indexed: 11/13/2022] Open
Abstract
Liquid biopsies are increasingly used in the care of patients with advanced cancers. These tests are used to find mutations and other genomic alterations, quantify these findings over time, and guide treatment. It is not unexpected that germline mutations contributing to the development of cancer can be identified in cell-free DNA. Consequently, increased use of liquid biopsies has resulted in subsequent rise of secondary identification of germline mutations. Clinicians need to be aware of this potential use of liquid biopsies and the need to evaluate the patient and family members for confirmation. Our case documents a deceased patient's liquid biopsy result that was confirmed as a germline mutation through a methodical work-up of the patient's family members. Here, we present the case and provide a brief review of pertinent literature.
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Affiliation(s)
- Maedah Veyseh
- Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, United States
| | - Charite Ricker
- Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, United States
| | | | | | - Anishka D’Souza
- Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, United States
| | - Afsaneh Barzi
- Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, United States
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Denis JA, Guillerm E, Coulet F, Larsen AK, Lacorte JM. The Role of BEAMing and Digital PCR for Multiplexed Analysis in Molecular Oncology in the Era of Next-Generation Sequencing. Mol Diagn Ther 2018; 21:587-600. [PMID: 28667577 DOI: 10.1007/s40291-017-0287-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BEAMing polymerase chain reaction (PCR) and digital PCR (dPCR) are used for robust and accurate quantification of nucleic acids. These methods are particularly well suited for the identification of very small fractions (<1%) of variant copies such as the presence of mutant genes in a predominantly wild-type background. BEAMing and dPCR are increasingly used in diverse fields including bacteriology, virology, non-invasive prenatal testing, and oncology, in particular for the molecular analysis of liquid biopsies. In this review, we present the principles of BEAMing and dPCR as well as the trends of future technical development, focusing on the possibility of developing multiplexed mutation analysis. Finally, we will discuss why such techniques will remain useful despite the ever-decreasing costs and increased automatization of next-generation sequencing (NGS), using molecular characterization of cancer cells as an example.
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Affiliation(s)
- Jérôme Alexandre Denis
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France. .,Cancer Biology and Therapeutics, Centre de Recherche Saint-Antoine, INSERM, UMRS 938, 75571, Paris Cedex 12, France. .,Department of Endocrine and Oncological Biochemistry, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris, France.
| | - Erell Guillerm
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,INSERM, UMRS 938 Centre de Recherche Saint-Antoine, "Instability of Microsatellites and Cancers", Team approved by the National League Against Cancer, 75571, Paris Cedex 12, France.,Departement of Genetics, Unit of Molecular Oncogenetics and Angiogenetics, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris Cedex, France
| | - Florence Coulet
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,INSERM, UMRS 938 Centre de Recherche Saint-Antoine, "Instability of Microsatellites and Cancers", Team approved by the National League Against Cancer, 75571, Paris Cedex 12, France.,Departement of Genetics, Unit of Molecular Oncogenetics and Angiogenetics, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris Cedex, France
| | - Annette K Larsen
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,Cancer Biology and Therapeutics, Centre de Recherche Saint-Antoine, INSERM, UMRS 938, 75571, Paris Cedex 12, France
| | - Jean-Marc Lacorte
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,INSERM, UMR_S 1166, Research Institute of Cardiovascular Disease, Metabolism and Nutrition, 75013, Paris, France.,Department of Endocrine and Oncological Biochemistry, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris, France
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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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50
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Zhang R, Chen B, Tong X, Wang Y, Wang C, Jin J, Tian P, Li W. Diagnostic accuracy of droplet digital PCR for detection of EGFR T790M mutation in circulating tumor DNA. Cancer Manag Res 2018; 10:1209-1218. [PMID: 29844700 PMCID: PMC5962302 DOI: 10.2147/cmar.s161382] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Objectives Although different methods have been established to detect epidermal growth factor receptor (EGFR) T790M mutation in circulating tumor DNA (ctDNA), a wide range of diagnostic accuracy values were reported in previous studies. The aim of this meta-analysis was to provide pooled diagnostic accuracy measures for droplet digital PCR (ddPCR) in the diagnosis of EGFR T790M mutation based on ctDNA. Materials and methods A systematic review and meta-analysis were carried out based on resources from Pubmed, Web of Science, Embase and Cochrane Library up to October 11, 2017. Data were extracted to assess the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio (NLR), diagnostic OR (DOR), and areas under the summary receiver-operating characteristic curve (SROC). Results Eleven of 311 studies identified have met the including criteria. The sensitivity and specificity of ddPCR for the detection of T790M mutation in ctDNA ranged from 0.0% to 100.0% and 63.2% to 100.0%, respectively. For the pooled analysis, ddPCR had a performance of 70.1% (95% CI, 62.7%–76.7%) sensitivity, 86.9 % (95% CI, 80.6%–91.7%) specificity, 3.67 (95% CI, 2.33–5.79) PLR, 0.41 (95% CI, 0.32–0.55) NLR, and 10.83 (95% CI, 5.86–20.03) DOR, with the area under the SROC curve being 0.82. Conclusion The ddPCR harbored a good performance for detection of EGFR T790M mutation in ctDNA.
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Affiliation(s)
- Rui Zhang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Bojiang Chen
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Xiang Tong
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Ye Wang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Lung Cancer Treatment Center, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Jing Jin
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Panwen Tian
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Lung Cancer Treatment Center, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Weimin Li
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
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