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Márton É, Varga A, Domoszlai D, Buglyó G, Balázs A, Penyige A, Balogh I, Nagy B, Szilágyi M. Non-Coding RNAs in Cancer: Structure, Function, and Clinical Application. Cancers (Basel) 2025; 17:579. [PMID: 40002172 PMCID: PMC11853212 DOI: 10.3390/cancers17040579] [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: 11/15/2024] [Revised: 02/04/2025] [Accepted: 02/06/2025] [Indexed: 02/27/2025] Open
Abstract
We are on the brink of a paradigm shift in both theoretical and clinical oncology. Genomic and transcriptomic profiling, alongside personalized approaches that account for individual patient variability, are increasingly shaping discourse. Discussions on the future of personalized cancer medicine are mainly dominated by the potential of non-coding RNAs (ncRNAs), which play a prominent role in cancer progression and metastasis formation by regulating the expression of oncogenic or tumor suppressor proteins at transcriptional and post-transcriptional levels; furthermore, their cell-free counterparts might be involved in intercellular communication. Non-coding RNAs are considered to be promising biomarker candidates for early diagnosis of cancer as well as potential therapeutic agents. This review aims to provide clarity amidst the vast body of literature by focusing on diverse species of ncRNAs, exploring the structure, origin, function, and potential clinical applications of miRNAs, siRNAs, lncRNAs, circRNAs, snRNAs, snoRNAs, eRNAs, paRNAs, YRNAs, vtRNAs, and piRNAs. We discuss molecular methods used for their detection or functional studies both in vitro and in vivo. We also address the challenges that must be overcome to enter a new era of cancer diagnosis and therapy that will reshape the future of oncology.
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Affiliation(s)
- Éva Márton
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
| | - Alexandra Varga
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
| | - Dóra Domoszlai
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
| | - Gergely Buglyó
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
| | - Anita Balázs
- Department of Integrative Health Sciences, Institute of Health Sciences, Faculty of Health Sciences, University of Debrecen, H-4032 Debrecen, Hungary;
| | - András Penyige
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
| | - István Balogh
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
- Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Bálint Nagy
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
| | - Melinda Szilágyi
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (É.M.); (A.V.); (D.D.); (G.B.); (A.P.); (I.B.); (B.N.)
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Tan W, Xiao C, Ma M, Cao Y, Huang Z, Wang X, Kang R, Li Z, Li E. Role of non-coding RNA in lineage plasticity of prostate cancer. Cancer Gene Ther 2025; 32:1-10. [PMID: 39496938 DOI: 10.1038/s41417-024-00834-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 09/03/2024] [Accepted: 09/11/2024] [Indexed: 11/06/2024]
Abstract
The treatment of prostate cancer (PCa) has made great progress in recent years, but treatment resistance always develops and can even lead to fatal disease. Exploring the mechanism of drug resistance is of great significance for improving treatment outcomes and developing biomarkers with predictive value. It is increasingly recognized that mechanism of drug resistance in advanced PCa is related to lineage plasticity and tissue differentiation. Specifically, one of the mechanisms by which castration-resistant prostate cancer (CRPC) cells acquire drug resistance and transform into neuroendocrine prostate cancer (NEPC) cells is lineage plasticity. NEPC is a subtype of PCa that is highly aggressive and lethal, with a median survival of only 7 months. With the development of high-throughput RNA sequencing technology, more and more non-coding RNAs have been identified, which play important roles in different diseases through different mechanisms. Several ncRNAs have shown great potential in PCa lineage plasticity and as biomarkers. In the review, the role of ncRNA in PCa lineage plasticity and its use as biomarkers were reviewed.
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Affiliation(s)
- Wenhui Tan
- Institute of Translational Medicine, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
| | - Changkai Xiao
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Min Ma
- Institute of Translational Medicine, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
| | - Youhan Cao
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Zhenguo Huang
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Xiaolan Wang
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Ran Kang
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
| | - Zhenfa Li
- Affiliated Hengyang Hospital of Hunan Normal University & Hengyang Central Hospital, Hengyang, 421001, Hunan, China.
| | - Ermao Li
- Institute of Translational Medicine, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China.
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Erice E, Mitxelena-Iribarren O, Arana S, Lawrie CH, Mujika M. Efficient enrichment of free target sequences in an integrated microfluidic device for point-of-care detection systems. NANOMEDICINE : NANOTECHNOLOGY, BIOLOGY, AND MEDICINE 2024; 61:102771. [PMID: 38960366 DOI: 10.1016/j.nano.2024.102771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/07/2024] [Accepted: 06/23/2024] [Indexed: 07/05/2024]
Abstract
Nucleic acid biomarker detection has great importance in the diagnosis of disease, the monitoring of disease progression and the classification of patients according to treatment decision making. Nucleic acid biomarkers found in the blood of patients have generated a lot of interest due to the possibility of being detected non-invasively which makes them ideal for monitoring and screening tests and particularly amenable to point-of-care (POC) or self-testing. A major challenge to POC molecular diagnostics is the need to enrich the target to optimise detection. In this work, we describe a microfabricated device for the enrichment of short dsDNA target sequences, which is especially valuable for potential detection methods, as it improves the probability of effectively detecting the target in downstream analyses. The device integrated a heating element and a temperature sensor with a microfluidic chamber to carry out the denaturation of the dsDNA combined with blocking-probes to enrich the target. This procedure was validated by fluorescence resonance energy transfer (FRET) technique, labelling DNA with a fluorophore and a quencher. As proof of concept, a 23-mer long dsDNA sequence corresponding to the L858R mutation of the EGFR gene was used. The qualitative results obtained determined that the most optimal blocking rate was obtained with the incorporation of 11/12-mer blocking-probes at a total concentration of 6 μM. This device is a powerful DNA preparation tool, which is an indispensable initial step for subsequent detection of sequences via nucleic acid hybridisation methods.
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Affiliation(s)
- Elisa Erice
- CEIT-Basque Research and Technology Alliance (BRTA), Manuel Lardizabal 15, 20018 Donostia, San Sebastián, Spain; Universidad de Navarra, Tecnun, Manuel Lardizabal 13, 20018 Donostia, San Sebastián, Spain.
| | - Oihane Mitxelena-Iribarren
- CEIT-Basque Research and Technology Alliance (BRTA), Manuel Lardizabal 15, 20018 Donostia, San Sebastián, Spain; Universidad de Navarra, Tecnun, Manuel Lardizabal 13, 20018 Donostia, San Sebastián, Spain; Group of Bioengineering in Regeneration and Cancer, Biogipuzkoa Health Research Institute, San Sebastian, Spain
| | - Sergio Arana
- CEIT-Basque Research and Technology Alliance (BRTA), Manuel Lardizabal 15, 20018 Donostia, San Sebastián, Spain; Universidad de Navarra, Tecnun, Manuel Lardizabal 13, 20018 Donostia, San Sebastián, Spain
| | - Charles H Lawrie
- Molecular Oncology Group, Biogipuzkoa Health Research Institute, San Sebastian, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain; Sino-Swiss Institute of Advanced Technology (SSIAT), University of Shanghai, Shanghai, China; Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Maite Mujika
- CEIT-Basque Research and Technology Alliance (BRTA), Manuel Lardizabal 15, 20018 Donostia, San Sebastián, Spain; Universidad de Navarra, Tecnun, Manuel Lardizabal 13, 20018 Donostia, San Sebastián, Spain
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Luo X, Jiang P, Ma J, Li Z, Zhou J, Wei X, A J, Chai J, Lv Y, Cheng P, Cao C, A X. Circulating free DNA as a diagnostic marker for echinococcosis: a systematic review and meta-analysis. Front Microbiol 2024; 15:1413532. [PMID: 39021627 PMCID: PMC11251952 DOI: 10.3389/fmicb.2024.1413532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 06/10/2024] [Indexed: 07/20/2024] Open
Abstract
Introduction Echinococcosis is a chronic zoonotic disease caused by tapeworms of the genus Echinococcus. The World Health Organization (WHO) has identified encapsulated disease as one of 17 neglected diseases to be controlled or eliminated by 2050. There is no accurate, early, non-invasive molecular diagnostic method to detect echinococcosis. The feasibility of circulating free DNA as a diagnostic method for echinococcosis has yielded inconclusive results in a number of published studies. However, there has been no systematic evaluation to date assessing the overall performance of these assays. We report here the first meta-analysis assessing the diagnostic accuracy of cfDNA in plasma, serum, and urine for echinococcosis. Methods We systematically searched PubMed, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), and WeiPu databases up to 17 January 2024, for relevant studies. All analyses were performed using RevMan 5.3, Meta-DiSc 1.4, Stata 17.0, and R 4.3.1 software. The sensitivity, specificity, and other accuracy indicators of circulating free DNA for the diagnosis of echinococcosis were summarized. Subgroup analyses and meta-regression were performed to identify sources of heterogeneity. Results A total of 7 studies included 218 patients with echinococcosis and 214 controls (156 healthy controls, 32 other disease controls (non-hydatid patients), and 26 non-study-targeted echinococcosis controls were included). Summary estimates of the diagnostic accuracy of cfDNA in the diagnosis of echinococcosis were as follows: sensitivity (SEN) of 0.51 (95% CI: 0.45-0.56); specificity (SPE) of 0.99 (95% CI: 0.97-0.99); positive likelihood ratio (PLR) of 11.82 (95% CI: 6.74-20.74); negative likelihood ratio (NLR) of 0.57 (95% CI: 0.41-0.80); diagnostic ratio (DOR) of 36.63 (95% CI: 13.75-97.59); and area under the curve (AUC) value of 0.98 (95% CI: 0.96-1.00). Conclusion Existing evidence indicates that the combined specificity of circulating cfDNA for echinococcosis is high. However, the combined sensitivity performance is unsatisfactory due to significant inter-study heterogeneity. To strengthen the validity and accuracy of our findings, further large-scale prospective studies are required.Systematic review registrationThe systematic review was registered in the International Prospective Register of Systematic Reviews PROSPERO [CRD42023454158]. https://www.crd.york.ac.uk/PROSPERO/.
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Affiliation(s)
- Xiaoqin Luo
- Qinghai University, Xining, China
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | | | | | - Zian Li
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | - Jianwu Zhou
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | | | - Jide A
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | - Jinping Chai
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | - Yanke Lv
- Qinghai University, Xining, China
| | | | | | - Xiangren A
- Qinghai University, Xining, China
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
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Muniyandi A, Jensen NR, Devanathan N, Dimaras H, Corson TW. The Potential of Aqueous Humor Sampling in Diagnosis, Prognosis, and Treatment of Retinoblastoma. Invest Ophthalmol Vis Sci 2024; 65:18. [PMID: 38180770 PMCID: PMC10774694 DOI: 10.1167/iovs.65.1.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 11/27/2023] [Indexed: 01/06/2024] Open
Abstract
Retinoblastoma (RB) is a rare malignant tumor that arises in the developing retina in one or both eyes of children. Pathogenic variants of the RB1 tumor suppressor gene drive the majority of germline and sporadic RB tumors. Considering the risk of tumor spread, the biopsy of RB tumor tissue is contraindicated. Advancement of chemotherapy has led to preservation of more eye globes. However, this has reduced access to tumor material from enucleation specimens. Recently, liquid biopsy of aqueous humor (AH) has advanced the RB tumor- or eye-specific genetic analysis. In particular, nucleic acid analysis of AH demonstrates the genomic copy number profiles and RB1 pathogenic variants akin to that of enucleated RB eye tissue. This advance reduces the previous limitation that genetic assessment of the primary tumor could be done only after enucleation of the eye. Additionally, nucleic acid evaluation of AH allows the exploration of the genomic landscape of RB tumors at diagnosis and during and after treatment. This review explores how AH sampling and AH nucleic acid analysis in RB patients assist in diagnosis, prognosis, and comprehending the pathophysiology of RB, which will ultimately benefit individualized treatment decisions to carefully manage this ocular cancer in children.
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Affiliation(s)
- Anbukkarasi Muniyandi
- Department of Pharmacology & Toxicology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
| | - Nathan R. Jensen
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Department of Ophthalmology, University of Utah, Salt Lake City, Utah, United States
| | - Nirupama Devanathan
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
| | - Helen Dimaras
- Department of Ophthalmology and Vision Sciences, Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences Program, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario
- Division of Clinical Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Timothy W. Corson
- Department of Pharmacology & Toxicology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana, United States
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
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Gao Y, Zhou N, Liu J. Ovarian Cancer Diagnosis and Prognosis Based on Cell-Free DNA Methylation. Cancer Control 2024; 31:10732748241255548. [PMID: 38764160 PMCID: PMC11104031 DOI: 10.1177/10732748241255548] [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: 01/24/2024] [Revised: 04/12/2024] [Accepted: 04/30/2024] [Indexed: 05/21/2024] Open
Abstract
Background: Ovarian cancer stands as the deadliest malignant tumor within the female reproductive tract. As a result of the absence of effective diagnostic and monitoring markers, 75% of ovarian cancer cases are diagnosed at a late stage, leading to a mere 50% survival rate within five years. The advancement of molecular biology is essential for accurate diagnosis and treatment of ovarian cancer. Methods: A review of several randomized clinical trials, focusing on the ovarian cancer, was undertaken. The advancement of molecular biology and diagnostic methods related to accurate diagnosis and treatment of ovarian cancer were examined. Results: Liquid biopsy is an innovative method of detecting malignant tumors that has gained increasing attention over the past few years. Cell-free DNA assay-based liquid biopsies show potential in delineating tumor status heterogeneity and tracking tumor recurrence. DNA methylation influences a multitude of biological functions and diseases, especially during the initial phases of cancer. The cell-free DNA methylation profiling system has emerged as a sensitive and non-invasive technique for identifying and detecting the biological origins of cancer. It holds promise as a biomarker, enabling early screening, recurrence monitoring, and prognostic evaluation of cancer. Conclusions: This review evaluates recent advancements and challenges associated with cell-free DNA methylation analysis for the diagnosis, prognosis monitoring, and assessment of therapeutic responses in the management of ovarian cancers, aiming to offer guidance for precise diagnosis and treatment of this disease.
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Affiliation(s)
- Yajuan Gao
- Department of Gynecology and Obstetrics, Hangzhou Women’s Hospital (Hangzhou Maternity and Child Health Care Hospital), Hangzhou, China
| | - Nanyang Zhou
- Department of Traditional Chinese Medicine, Hangzhou Women’s Hospital (Hangzhou Maternity and Child Health Care Hospital), Hangzhou, China
| | - Jie Liu
- Department of Gynecology and Obstetrics, Hangzhou Women’s Hospital (Hangzhou Maternity and Child Health Care Hospital), Hangzhou, China
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Li C, Shao J, Li P, Feng J, Li J, Wang C. Circulating tumor DNA as liquid biopsy in lung cancer: Biological characteristics and clinical integration. Cancer Lett 2023; 577:216365. [PMID: 37634743 DOI: 10.1016/j.canlet.2023.216365] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 08/29/2023]
Abstract
Lung cancer maintains high morbidity and mortality rate globally despite significant advancements in diagnosis and treatment in the era of precision medicine. Pathological analysis of tumor tissue, the current gold standard for lung cancer diagnosis, is intrusive and intrinsically confined to evaluating the limited amount of tissues that could be physically extracted. However, tissue biopsy has several limitations, including the invasiveness of the procedure and difficulty in obtaining samples for patients at advanced stages., there Additionally,has been no major breakthrough in tumor biomarkers with high specificity and sensitivity, particularly for early-stage lung cancer. Liquid biopsy has been considered a feasible auxiliary tool for tearly dianosis, evaluating treatment responses and monitoring prognosis of lung cancer. Circulating tumor DNA (ctDNA), an ideal biomarker of liquid biopsy, has emerged as one of the most reliable tools for monitoring tumor processes at molecular levels. Herein, this review focuses on tumor heterogeneity to elucidate the superiority of liquid biopsy and retrospectively discussdeciphersolution. We systematically elaborate ctDNA biological characteristics, introduce methods for ctDNA detection, and discuss the current role of plasma ctDNA in lung cancer management. Finally, we summarize the drawbacks of ctDNA analysis and highlight its potential clinical application in lung cancer.
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Affiliation(s)
- Changshu Li
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Jun Shao
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Peiyi Li
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Jiaming Feng
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Jingwei Li
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China.
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Botezatu IV, Kondratova VN, Stroganova AM, Dranko SL, Lichtenstein AV. Aberrant methylation scanning by quantitative DNA melting analysis with hybridization probes as exemplified by liquid biopsy of SEPT9 and HIST1H4F in colorectal cancer. Clin Chim Acta 2023; 551:117591. [PMID: 37832390 DOI: 10.1016/j.cca.2023.117591] [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: 01/10/2023] [Revised: 06/05/2023] [Accepted: 10/08/2023] [Indexed: 10/15/2023]
Abstract
OBJECTIVE The generally accepted method of quantifying hypermethylated DNA by qPCR using methylation-specific primers has the risk of underestimating DNA methylation and requires data normalization. This makes the analysis complicated and less reliable. METHODS The end-point PCR method, called qDMA-HP (for quantitative DNA Melting Analysis with hybridization probes), which excludes the normalization procedure, is multiplexed and quantitative, has been proposed. qDMA-HP is characterized by the following features: (i) asymmetric PCR with methylation-independent primers; (ii) fluorescent dual-labeled, self-quenched probes (commonly known as TaqMan probes) covering several interrogated CpGs; (iii) post-PCR melting analysis of amplicon/probe hybrids; (iv) quantitation of unmethylated and methylated DNA alleles by measuring the areas under the corresponding melt peaks. RESULTS qDMA-HP was tested in liquid biopsy of colorectal cancer by evaluating SEPT9 and HIST1H4F methylations simultaneously in the single-tube reaction. Differences in the methylation levels in healthy donors versus cancer patients were statistically significant (p < 0.0001), AUCROC values were 0.795-0.921 for various marker combinations. CONCLUSIONS This proof-of-concept study shows that qDMA-HP is a simple, normalization-independent, quantitative, multiplex and "closed tube" method easily adapted to clinical settings. It is demonstrated, for the first time, that HIST1H4F is a perspective marker for liquid biopsy of colorectal cancer.
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Affiliation(s)
- Irina V Botezatu
- N.N. Blokhin National Medical Research Center of Oncology, 24 Kashirskoye Shosse, Moscow 115478, Russia
| | - Valentina N Kondratova
- N.N. Blokhin National Medical Research Center of Oncology, 24 Kashirskoye Shosse, Moscow 115478, Russia
| | - Anna M Stroganova
- N.N. Blokhin National Medical Research Center of Oncology, 24 Kashirskoye Shosse, Moscow 115478, Russia
| | - Svetlana L Dranko
- N.N. Blokhin National Medical Research Center of Oncology, 24 Kashirskoye Shosse, Moscow 115478, Russia
| | - Anatoly V Lichtenstein
- N.N. Blokhin National Medical Research Center of Oncology, 24 Kashirskoye Shosse, Moscow 115478, Russia.
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Ren S, Zeng G, Yi Y, Liu L, Tu H, Chai T, Hu L. Combinations of plasma cfDNA concentration, integrity and tumor markers are promising biomarkers for early diagnosis of non-small cell lung cancer. Heliyon 2023; 9:e20851. [PMID: 37860559 PMCID: PMC10582504 DOI: 10.1016/j.heliyon.2023.e20851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 10/07/2023] [Accepted: 10/09/2023] [Indexed: 10/21/2023] Open
Abstract
Background Circulating cell-free DNA (cfDNA) concentration and integrity as noninvasive biomarkers play an important role in cancer diagnosis, prognosis and therapy monitoring. However, few studies have been conducted on the combination of plasma cfDNA concentration, integrity and tumor markers (CEA, CA125, NSE and CYFRA21-1) for cancer detection. Thus, the purpose of this study was to investigate the diagnostic value of combining plasma cfDNA concentration, integrity and tumor markers in early detection of non-small cell lung cancer (NSCLC). Methods Plasma cfDNA concentration from 50 healthy controls and 84 NSCLC patients were assessed by quantitative real-time PCR of ALU repeated sequence. Plasma cfDNA integrity was calculated as the ratio of long to short fragments (ALU115/60). Results Plasma cfDNA concentration (ALU60 and ALU115) and integrity ALU115/60 were significantly higher in NSCLC patients with stage III/IV than in healthy controls (p = 0.0002, p < 0.0001, and p = 0.0093, respectively). The receiver operating characteristic (ROC) curve for discriminating NSCLC patients from healthy controls had an area under the curve (AUC) of 0.936 (95 % CI, 0.939-0.996). Moreover, the combination of plasma cfDNA concentration, integrity and tumor markers (CEA, CA125, NSE and CYFRA21-1) had higher diagnostic performance than either plasma cfDNA concentration alone, integrity alone or tumor markers alone, with sensitivity, specificity and AUC value of 94.05%, 90.00% and 0.968, respectively. These results demonstrated that the combination of plasma cfDNA concentration, integrity and tumor markers could significantly improve the diagnostic accuracy of NSCLC. Conclusion Combination of plasma cfDNA concentration, integrity and tumor markers is a promising biomarker for early diagnosis of NSCLC.
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Affiliation(s)
- Sai Ren
- Department of Laboratory Medicine, The People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Guichuan Zeng
- Department of Ultrasound, Jian She Hospital, Chongqing, China
| | - Yuling Yi
- Department of Laboratory Medicine, The People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Ling Liu
- Department of Laboratory Medicine, The People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Hongmei Tu
- Department of Laboratory Medicine, The People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Tingjia Chai
- Endocrine Laboratory, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Liyi Hu
- Department of Laboratory Medicine, The People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
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10
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Xu D, Tang M. Advances in the study of biomarkers related to bone metastasis in breast cancer. Br J Radiol 2023; 96:20230117. [PMID: 37393528 PMCID: PMC10546430 DOI: 10.1259/bjr.20230117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/05/2023] [Accepted: 06/08/2023] [Indexed: 07/03/2023] Open
Abstract
Breast cancer is by far the most common malignancy in females. And bone is the most common site of distant metastasis in breast cancer, accounting for about 65 to 75% of all metastatic breast cancer patients.1,2Bone metastasis is an important factor affecting the prognosis of breast cancer. When patients have early-stage breast cancer without metastasis, their 5-year survival rate is as high as 90%, and once metastasis occurs, their 5-year survival rate will drop to 10%.3 Bone radionuclide imaging (ECT), X-ray, CT scan, MRI and other imaging tests to diagnose breast cancer bone metastasis are commonly used in clinical, It is currently believed that breast cancer bone metastasis is a multistep process: first, breast cancer cells need to acquire invasive and metastatic properties; breast cancer cells enter the blood circulation and migrate from blood breast cancer cells enter the blood circulation and migrate from blood vessels to bone tissue in a targeted manner; breast cancer cells adhere and remain in bone tissue and colonise it; and finally, it leads to bone destruction.4 Several key molecules are involved in breast cancer bone metastasis, and serum biomarkers are generally able to detect pathological changes earlier Several key molecules are involved in breast cancer bone metastasis, and serum biomarkers are generally able to detect pathological changes earlier than imaging.5 This review describes the progress of serum biomarkers for breast cancer bone metastasis.
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11
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Gameiro SF, Flondra KM. Human Papillomavirus-Associated Tumor Extracellular Vesicles in HPV + Tumor Microenvironments. J Clin Med 2023; 12:5668. [PMID: 37685735 PMCID: PMC10488665 DOI: 10.3390/jcm12175668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/18/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Most infections with human papillomaviruses (HPVs) are self-resolving and asymptomatic. However, some infections can lead to the development of cancer at different mucosal sites, such as the cervix and the head and neck. Head and neck cancers (HNCs) are dichotomized into HPV-positive (HPV+) or HPV-negative (HPV-) based on their respective etiologies. Notably, the tumor microenvironment (TME) of the HPV+ subtype has an immune landscape characterized with increased immune infiltration, higher levels of T cell activation, and higher levels of immunoregulatory stimuli compared to their HPV- counterparts. Both enveloped and nonenveloped viruses hijack the extracellular vesicle (EV) biogenesis pathway to deploy a "trojan horse" strategy with a pseudoviral envelope to enhance infectivity and evade inflammation. EVs derived from HPV-infected tumor cells could allow for the stealth transport of viral cargo to neighboring nonmalignant cellular populations or infiltrating immune cells within the TME. Furthermore, viral cargo or altered cellular cargo from HPV-associated tumor EVs (HPV-TEVs) could alter the functional state or biological responses of the recipient cellular populations, which could shape the distinctive HPV+ TME. This review will cover the impact of EVs released from HPV-infected cells on HPV-induced carcinogenesis, their role in shaping the distinctive HPV+ tumor microenvironment, and current efforts to develop a painless EV-based liquid biopsy for HPV+ cancers.
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Affiliation(s)
- Steven F. Gameiro
- McMaster Immunology Research Centre, Department of Medicine, McMaster University, Hamilton, ON L8S 4K1, Canada
| | - Kaitlyn M. Flondra
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, London, ON N6A 5C1, Canada;
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12
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Filatova AA, Alekseeva LA, Savin IA, Sen'kova AV, Zenkova MA, Mironova NL. The Effect of Cell-Free DNA from Blood Serum of Mice with Metastatic Melanoma on Enhancement of Oncogenic Properties of Melanoma Cells. BIOCHEMISTRY. BIOKHIMIIA 2023; 88:995-1007. [PMID: 37751869 DOI: 10.1134/s0006297923070118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/13/2023] [Accepted: 03/13/2023] [Indexed: 09/28/2023]
Abstract
Currently, a significant increase in the levels of circulating cell-free DNA (cfDNA) in the blood of patients is considered as a generally recognized marker of the development of oncological diseases. Although the tumor-associated cfDNA has been well studied, its biological functions remain unclear. In this work, we investigated the effect of cfDNA isolated from the blood serum of the mice with B16-F10 metastatic melanoma on the properties of the B16-F10 melanoma cells in vitro. It was found that the profile of cfDNA isolated from the blood serum of mice with melanoma differs significantly from the cfDNA isolated from the blood serum of healthy mice, and is similar to the genomic DNA of B16 cells with regards to abundance of oncogenes and mobile genetic elements (MGE). It was shown that the cfDNA of mice with melanoma penetrated into B16 cells, resulting in the increase in abundance of oncogenes and MGE fragments, and caused 5-fold increase of the mRNA level of the secreted DNase Dnase1l3 and a slight increase of the mRNA level of the Jun, Fos, Ras, and Myc oncogenes. cfDNA of the healthy mice caused increase of the mRNA level of intracellular regulatory DNase EndoG and 4-fold increase of the mRNA level of Fos and Ras oncogenes, which are well-known triggers of a large number of signal cascades, from apoptosis inhibition to increased tumor cell proliferation. Thus, it is obvious that the circulating cfDNA of tumor origin is able to penetrate into the cells and, despite the fact that no changes were found in the level of viability and migration activity of the tumor cells, cfDNA, even with a single exposure, can cause changes at the cellular level that increase oncogenicity of the recipient cells.
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Affiliation(s)
- Alina A Filatova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
- Novosibirsk State University, Novosibirsk, 630090, Russia
| | - Ludmila A Alekseeva
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Innokenty A Savin
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Aleksandra V Sen'kova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Marina A Zenkova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Nadezhda L Mironova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
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13
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Michelson J, Rausser S, Peng A, Yu T, Sturm G, Trumpff C, Kaufman BA, Rai AJ, Picard M. MitoQuicLy: A high-throughput method for quantifying cell-free DNA from human plasma, serum, and saliva. Mitochondrion 2023; 71:26-39. [PMID: 37172669 PMCID: PMC10524316 DOI: 10.1016/j.mito.2023.05.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 04/12/2023] [Accepted: 05/07/2023] [Indexed: 05/15/2023]
Abstract
Circulating cell-free mitochondrial DNA (cf-mtDNA) is an emerging biomarker of psychobiological stress and disease which predicts mortality and is associated with various disease states. To evaluate the contribution of cf-mtDNA to health and disease states, standardized high-throughput procedures are needed to quantify cf-mtDNA in relevant biofluids. Here, we describe MitoQuicLy: Mitochondrial DNA Quantification in cell-free samples by Lysis. We demonstrate high agreement between MitoQuicLy and the commonly used column-based method, although MitoQuicLy is faster, cheaper, and requires a smaller input sample volume. Using 10 µL of input volume with MitoQuicLy, we quantify cf-mtDNA levels from three commonly used plasma tube types, two serum tube types, and saliva. We detect, as expected, significant inter-individual differences in cf-mtDNA across different biofluids. However, cf-mtDNA levels between concurrently collected plasma, serum, and saliva from the same individual differ on average by up to two orders of magnitude and are poorly correlated with one another, pointing to different cf-mtDNA biology or regulation between commonly used biofluids in clinical and research settings. Moreover, in a small sample of healthy women and men (n = 34), we show that blood and saliva cf-mtDNAs correlate with clinical biomarkers differently depending on the sample used. The biological divergences revealed between biofluids, together with the lysis-based, cost-effective, and scalable MitoQuicLy protocol for biofluid cf-mtDNA quantification, provide a foundation to examine the biological origin and significance of cf-mtDNA to human health.
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Affiliation(s)
- Jeremy Michelson
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Shannon Rausser
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Amanda Peng
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Temmie Yu
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Gabriel Sturm
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA
| | - Caroline Trumpff
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Brett A Kaufman
- Center for Metabolism and Mitochondrial Medicine and the Vascular Medicine Institute, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine, USA
| | - Alex J Rai
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Martin Picard
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA; Department of Neurology, H. Houston Merritt Center, Columbia Translational Neuroscience Initiative, Columbia University Irving Medical Center, New York, NY, USA; New York State Psychiatric Institute, New York, NY, USA.
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14
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Jin X, Wang Y, Xu J, Li Y, Cheng F, Luo Y, Zhou H, Lin S, Xiao F, Zhang L, Lin Y, Zhang Z, Jin Y, Zheng F, Chen W, Zhu A, Tao Y, Zhao J, Kuo T, Li Y, Li L, Wen L, Ou R, Li F, Lin L, Zhang Y, Sun J, Yuan H, Zhuang Z, Sun H, Chen Z, Li J, Zhuo J, Chen D, Zhang S, Sun Y, Wei P, Yuan J, Xu T, Yang H, Wang J, Xu X, Zhong N, Xu Y, Sun K, Zhao J. Plasma cell-free DNA promise monitoring and tissue injury assessment of COVID-19. Mol Genet Genomics 2023; 298:823-836. [PMID: 37059908 PMCID: PMC10104435 DOI: 10.1007/s00438-023-02014-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 03/25/2023] [Indexed: 04/16/2023]
Abstract
Coronavirus 2019 (COVID-19) is a complex disease that affects billions of people worldwide. Currently, effective etiological treatment of COVID-19 is still lacking; COVID-19 also causes damages to various organs that affects therapeutics and mortality of the patients. Surveillance of the treatment responses and organ injury assessment of COVID-19 patients are of high clinical value. In this study, we investigated the characteristic fragmentation patterns and explored the potential in tissue injury assessment of plasma cell-free DNA in COVID-19 patients. Through recruitment of 37 COVID-19 patients, 32 controls and analysis of 208 blood samples upon diagnosis and during treatment, we report gross abnormalities in cfDNA of COVID-19 patients, including elevated GC content, altered molecule size and end motif patterns. More importantly, such cfDNA fragmentation characteristics reflect patient-specific physiological changes during treatment. Further analysis on cfDNA tissue-of-origin tracing reveals frequent tissue injuries in COVID-19 patients, which is supported by clinical diagnoses. Hence, our work demonstrates and extends the translational merit of cfDNA fragmentation pattern as valuable analyte for effective treatment monitoring, as well as tissue injury assessment in COVID-19.
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Affiliation(s)
- Xin Jin
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China.
- School of Medicine, South China University of Technology, Guangzhou, 510006, Guangdong, China.
| | - Yanqun Wang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Jinjin Xu
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
| | - Yimin Li
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Fanjun Cheng
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Yuxue Luo
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- School of Medicine, South China University of Technology, Guangzhou, 510006, Guangdong, China
| | - Haibo Zhou
- The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, 511500, Guangdong, China
| | - Shanwen Lin
- Yangjiang People's Hospital, Yangjiang, 529500, Guangdong, China
| | - Fei Xiao
- Department of Infectious Diseases, Guangdong Provincial Key Laboratory of Biomedical Imaging, Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, 519000, Guangdong Province, China
| | - Lu Zhang
- Institute of Infectious Disease, Guangzhou Eighth People's Hospital of Guangzhou Medical University, Guangzhou, 510060, Guangdong, China
| | - Yu Lin
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
| | - Zhaoyong Zhang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Yan Jin
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Fang Zheng
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Wei Chen
- School of Medicine, South China University of Technology, Guangzhou, 510006, Guangdong, China
| | - Airu Zhu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Ye Tao
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
| | - Jingxian Zhao
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Tingyou Kuo
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, 518083, Guangdong, China
| | - Yuming Li
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Lingguo Li
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, 518083, Guangdong, China
| | - Liyan Wen
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Rijing Ou
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
| | - Fang Li
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Long Lin
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, 518083, Guangdong, China
| | - Yanjun Zhang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Jing Sun
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Hao Yuan
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, 518083, Guangdong, China
| | - Zhen Zhuang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Haixi Sun
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
| | - Zhao Chen
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Jie Li
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, 518083, Guangdong, China
| | - Jianfen Zhuo
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | | | - Shengnan Zhang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Yuzhe Sun
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
| | - Peilan Wei
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Jinwei Yuan
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Tian Xu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Huanming Yang
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- Guangdong Provincial Academician Workstation of BGI Synthetic Genomics, BGI-Shenzhen, Shenzhen, 518120, China
| | - Jian Wang
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
| | - Xun Xu
- BGI-Shenzhen, Shenzhen, 518083, Guangdong, China
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI-Shenzhen, Shenzhen, 518120, China
| | - Nanshan Zhong
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Yonghao Xu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China.
| | - Kun Sun
- Institute of Cancer Research, Shenzhen Bay Laboratory, Shenzhen, 518132, China.
| | - Jincun Zhao
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China.
- Institute of Infectious Disease, Guangzhou Eighth People's Hospital of Guangzhou Medical University, Guangzhou, 510060, Guangdong, China.
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15
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Badovinac D, Goričar K, Lavrin T, Zavrtanik H, Dolžan V, Lenassi M, Tomažič A. Plasma Extracellular Vesicle Characteristics as Biomarkers of Resectability and Radicality of Surgical Resection in Pancreatic Cancer-A Prospective Cohort Study. Cancers (Basel) 2023; 15:605. [PMID: 36765562 PMCID: PMC9913838 DOI: 10.3390/cancers15030605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/06/2023] [Accepted: 01/16/2023] [Indexed: 01/20/2023] Open
Abstract
Due to possible diagnostic misjudgment of tumor resectability, patients with pancreatic ductal adenocarcinoma (PDAC) might be exposed to non-radical resection or unnecessary laparotomy. With small extracellular vesicles (sEV) obtained by liquid biopsy, we aimed to evaluate their potential as biomarkers of tumor resectability, radicality of resection and overall survival (OS). Our prospective study included 83 PDAC patients undergoing surgery with curative intent followed-up longitudinally. sEV were isolated from plasma, and their concentration and size were determined. Fifty patients underwent PDAC resection, and thirty-three had no resection. Preoperatively, patients undergoing resection had higher sEV concentrations than those without resection (p = 0.023). Resection was predicted at the cutoff value of 1.88 × 109/mL for preoperative sEV concentration (p = 0.023) and the cutoff value of 194.8 nm for preoperative mean diameter (p = 0.057). Furthermore, patients with R0 resection demonstrated higher preoperative plasma sEV concentrations than patients with R1/R2 resection (p = 0.014). If sEV concentration was above 1.88 × 109/mL or if the mean diameter was below 194.8 nm, patients had significantly longer OS (p = 0.018 and p = 0.030, respectively). Our proof-of-principle study identified preoperative sEV characteristics as putative biomarkers of feasibility and radicality of PDAC resection that also enable discrimination of patients with worse OS. Liquid biopsy with sEV could aid in PDAC patient stratification and treatment optimization in the future.
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Affiliation(s)
- David Badovinac
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia
- Department of Surgery, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Katja Goričar
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Teja Lavrin
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Hana Zavrtanik
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia
| | - Vita Dolžan
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Metka Lenassi
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Aleš Tomažič
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia
- Department of Surgery, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
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16
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Abstract
The high fragmentation of nuclear circulating DNA (cirDNA) relies on chromatin organization and protection or packaging within mononucleosomes, the smallest and the most stabilized structure in the bloodstream. The detection of differing size patterns, termed fragmentomics, exploits information about the nucleosomal packing of DNA. Fragmentomics not only implies size pattern characterization but also considers the positioning and occupancy of nucleosomes, which result in cirDNA fragments being protected and persisting in the circulation. Fragmentomics can determine tissue of origin and distinguish cancer-derived cirDNA. The screening power of fragmentomics has been considerably strengthened in the omics era, as shown in the ongoing development of sophisticated technologies assisted by machine learning. Fragmentomics can thus be regarded as a strategy for characterizing cancer within individuals and offers an alternative or a synergistic supplement to mutation searches, methylation, or nucleosome positioning. As such, it offers potential for improving diagnostics and cancer screening.
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Affiliation(s)
- A.R. Thierry
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, and ICM, Institut régional du Cancer de Montpellier, Montpellier 34298, France,Corresponding author
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17
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Michelson J, Rausser S, Peng A, Yu T, Sturm G, Trumpff C, Kaufman BA, Rai AJ, Picard M. MitoQuicLy: a high-throughput method for quantifying cell-free DNA from human plasma, serum, and saliva. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.04.522744. [PMID: 36711938 PMCID: PMC9882007 DOI: 10.1101/2023.01.04.522744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Circulating cell-free mitochondrial DNA (cf-mtDNA) is an emerging biomarker of psychobiological stress and disease which predicts mortality and is associated with various disease states. To evaluate the contribution of cf-mtDNA to health and disease states, standardized high-throughput procedures are needed to quantify cf-mtDNA in relevant biofluids. Here, we describe MitoQuicLy: Mito chondrial DNA Qu antification in c ell-free samples by Ly sis. We demonstrate high agreement between MitoQuicLy and the commonly used column-based method, although MitoQuicLy is faster, cheaper, and requires a smaller input sample volume. Using 10 µL of input volume with MitoQuicLy, we quantify cf-mtDNA levels from three commonly used plasma tube types, two serum tube types, and saliva. We detect, as expected, significant inter-individual differences in cf-mtDNA across different biofluids. However, cf-mtDNA levels between concurrently collected plasma, serum, and saliva from the same individual differ on average by up to two orders of magnitude and are poorly correlated with one another, pointing to different cf-mtDNA biology or regulation between commonly used biofluids in clinical and research settings. Moreover, in a small sample of healthy women and men (n=34), we show that blood and saliva cf-mtDNAs correlate with clinical biomarkers differently depending on the sample used. The biological divergences revealed between biofluids, together with the lysis-based, cost-effective, and scalable MitoQuicLy protocol for biofluid cf-mtDNA quantification, provide a foundation to examine the biological origin and significance of cf-mtDNA to human health.
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Affiliation(s)
- Jeremy Michelson
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Shannon Rausser
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Amanda Peng
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Temmie Yu
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Gabriel Sturm
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, California, USA
| | - Caroline Trumpff
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
| | - Brett A. Kaufman
- Center for Metabolism and Mitochondrial Medicine and the Vascular Medicine Institute, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine
| | - Alex J. Rai
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Martin Picard
- Department of Psychiatry, Division of Behavioral Medicine, Columbia University Irving Medical Center, New York, USA
- Department of Neurology, H. Houston Merritt Center, Columbia Translational Neuroscience Initiative, Columbia University Irving Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
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18
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Rubio-Mangas D, García-Arranz M, Torres-Rodriguez Y, León-Arellano M, Suela J, García-Olmo D. Differential presence of exons (DPE): sequencing liquid biopsy by NGS. A new method for clustering colorectal Cancer patients. BMC Cancer 2023; 23:2. [PMID: 36593457 PMCID: PMC9808981 DOI: 10.1186/s12885-022-10459-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 12/19/2022] [Indexed: 01/04/2023] Open
Abstract
Differential presence of exons (DPE) by next generation sequencing (NGS) is a method of interpretation of whole exome sequencing. This method has been proposed to design a predictive and diagnostic algorithm with clinical value in plasma from patients bearing colorectal cancer (CRC). The aim of the present study was to determine a common exonic signature to discriminate between different clinical pictures, such as non-metastatic, metastatic and non-disease (healthy), using a sustainable and novel technology in liquid biopsy.Through DPE analysis, we determined the differences in DNA exon levels circulating in plasma between patients bearing CRC vs. healthy, patients bearing CRC metastasis vs. non-metastatic and patients bearing CRC metastasis vs. healthy comparisons. We identified a set of 510 exons (469 up and 41 down) whose differential presence in plasma allowed us to group and classify between the three cohorts. Random forest classification (machine learning) was performed and an estimated out-of-bag (OOB) error rate of 35.9% was obtained and the predictive model had an accuracy of 75% with a confidence interval (CI) of 56.6-88.5.In conclusion, the DPE analysis allowed us to discriminate between different patho-physiological status such as metastatic, non-metastatic and healthy donors. In addition, this analysis allowed us to obtain very significant values with respect to previous published results, since we increased the number of samples in our study. These results suggest that circulating DNA in patient's plasma may be actively released by cells and may be involved in intercellular communication and, therefore, may play a pivotal role in malignant transformation (genometastasis).
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Affiliation(s)
- David Rubio-Mangas
- Genómica y Medicina, NIMGenetics, Madrid, Spain. S. L, 28108 Madrid, Spain
| | - Mariano García-Arranz
- grid.419651.e0000 0000 9538 1950New Therapy Laboratory, Instituto de Investigación Sanitaria Fundación Jiménez Díaz, 28040 Madrid, Spain ,grid.5515.40000000119578126Department of Surgery, School of Medicine, Universidad Autónoma de Madrid, C. Arzobispo Morcillo, 4, 28029 Madrid, Spain
| | | | - Miguel León-Arellano
- grid.419651.e0000 0000 9538 1950Department of Surgery, Hospital Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Javier Suela
- Genómica y Medicina, NIMGenetics, Madrid, Spain. S. L, 28108 Madrid, Spain
| | - Damián García-Olmo
- grid.419651.e0000 0000 9538 1950New Therapy Laboratory, Instituto de Investigación Sanitaria Fundación Jiménez Díaz, 28040 Madrid, Spain ,grid.5515.40000000119578126Department of Surgery, School of Medicine, Universidad Autónoma de Madrid, C. Arzobispo Morcillo, 4, 28029 Madrid, Spain ,grid.419651.e0000 0000 9538 1950Department of Surgery, Hospital Fundación Jiménez Díaz, 28040 Madrid, Spain ,grid.5515.40000000119578126Department of Surgery, New Therapies Laboratory, Foundation Health Research Institute-Fundación Jiménez Díaz University Hospital (FIIS-FJD), Universidad Autónoma de Madrid (UAM), Avda. Reyes Católicos, 2, 28040 Madrid, Spain
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19
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Kramer A, Schuuring E, Vessies DCL, van der Leest P, Geerlings MJ, Rozendal P, Lanfermeijer M, Linders TC, van Kempen LC, Fijneman RJA, Ligtenberg MJL, Meijer GA, van den Broek D, Retèl VP, Coupé VMH. A Micro-Costing Framework for Circulating Tumor DNA Testing in Dutch Clinical Practice. J Mol Diagn 2023; 25:36-45. [PMID: 36402278 DOI: 10.1016/j.jmoldx.2022.10.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 07/11/2022] [Accepted: 10/04/2022] [Indexed: 11/18/2022] Open
Abstract
Circulating tumor DNA (ctDNA) is a promising new biomarker with multiple potential applications in cancer care. Estimating total cost of ctDNA testing is necessary for reimbursement and implementation, but challenging because of variations in workflow. We aimed to develop a micro-costing framework for consistent cost calculation of ctDNA testing. First, the foundation of the framework was built, based on the complete step-wise diagnostic workflow of ctDNA testing. Second, the costing method was set up, including costs for personnel, materials, equipment, overhead, and failures. Third, the framework was evaluated by experts and applied to six case studies, including PCR-, mass spectrometry-, and next-generation sequencing-based platforms, from three Dutch hospitals. The developed ctDNA micro-costing framework includes the diagnostic workflow from blood sample collection to diagnostic test result. The framework was developed from a Dutch perspective and takes testing volume into account. An open access tool is provided to allow for laboratory-specific calculations to explore the total costs of ctDNA testing specific workflow parameters matching the setting of interest. It also allows to straightforwardly assess the impact of alternative prices or assumptions on the cost per sample by simply varying the input parameters. The case studies showed a wide range of costs, from €168 to €7638 ($199 to $9124) per sample, and generated information. These costs are sensitive to the (coverage of) platform, setting, and testing volume.
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Affiliation(s)
- Astrid Kramer
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Amsterdam, the Netherlands.
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Daan C L Vessies
- Department of Laboratory Medicine, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Paul van der Leest
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Pim Rozendal
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Mirthe Lanfermeijer
- Department of Laboratory Medicine, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Theodora C Linders
- Department of Laboratory Medicine, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Léon C van Kempen
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Remond J A Fijneman
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Marjolijn J L Ligtenberg
- Department of Human Genetics, Radboudumc, Nijmegen, the Netherlands; Department of Pathology, Radboudumc, Nijmegen, the Netherlands
| | - Gerrit A Meijer
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Daan van den Broek
- Department of Laboratory Medicine, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Valesca P Retèl
- Department of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Health Technology and Services Research, University of Twente, Enschede, the Netherlands
| | - Veerle M H Coupé
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Amsterdam, the Netherlands
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20
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Liquid Biopsy in Diagnosis and Prognosis of Non-Metastatic Prostate Cancer. Biomedicines 2022; 10:biomedicines10123115. [PMID: 36551871 PMCID: PMC9776104 DOI: 10.3390/biomedicines10123115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 11/21/2022] [Accepted: 11/23/2022] [Indexed: 12/10/2022] Open
Abstract
Currently, sensitive and specific methods for the detection and prognosis of early stage PCa are lacking. To establish the diagnosis and further identify an appropriate treatment strategy, prostate specific antigen (PSA) blood test followed by tissue biopsy have to be performed. The combination of tests is justified by the lack of a highly sensitive, specific, and safe single test. Tissue biopsy is specific but invasive and may have severe side effects, and therefore is inappropriate for screening of the disease. At the same time, the PSA blood test, which is conventionally used for PCa screening, has low specificity and may be elevated in the case of noncancerous prostate tumors and inflammatory conditions, including benign prostatic hyperplasia and prostatitis. Thus, diverse techniques of liquid biopsy have been investigated to supplement or replace the existing tests of prostate cancer early diagnosis and prognostics. Here, we provide a review on the advances in diagnosis and prognostics of non-metastatic prostate cancer by means of various biomarkers extracted via liquid biopsy, including circulating tumor cells, exosomal miRNAs, and circulating DNAs.
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21
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Ren Y, Cao L, You M, Ji J, Gong Y, Ren H, Xu F, Guo H, Hu J, Li Z. “SMART” digital nucleic acid amplification technologies for lung cancer monitoring from early to advanced stages. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116774] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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22
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Yu B, Zhou S, Liang H, Ye Q, Wang Y. Development and Validation of a Novel Circulating miRNA-Based Diagnostic Score for Early Detection of Hepatocellular Carcinoma. Dig Dis Sci 2022; 67:2283-2292. [PMID: 33982217 DOI: 10.1007/s10620-021-07031-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 04/26/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND With the rise of liquid biopsy in oncology, circulating miRNAs have become one of the most promising noninvasive biomarkers for early detection of hepatocellular carcinoma (HCC). However, a reliable HCC-related circulating miRNA panel and corresponding diagnostic model remain to be explored. METHODS Five large public datasets related to intact miRNA profiles in the serum or tumors of HCC patients were included and divided into training cohorts (GSE113740 and TCGA-LIHC) and validation cohorts (GSE112264, GSE113486 and GSE106817). Compared with non-cancer controls and high-risk patients, key miRNAs dysregulated in both the serum and tumors of HCC patients were identified by differential expression analysis and overlapping analysis. The corresponding diagnostic model was constructed by LASSO logistic regression and evaluated by receiver operating characteristic curves and a nomogram with calibration plot. RESULTS A distinctive panel of HCC-related circulating miRNAs, including three upregulated miRNAs (miR-184, miR-532-5p, miR-221-3p) and three downregulated miRNAs (miR-5589-5p, let-7b-3p, miR-26b-3p), were rigorously screened out, all of which displayed significant discriminability between HCC patients and controls (all P < 0.05). In addition, a reliable six-circulating miRNA-based diagnostic score was constructed and displayed robust diagnostic ability for HCC (particularly for early-stage HCC) (AUC = 0.9535, P < 0.05) compared with that of the serum α-fetoprotein test. Importantly, its efficacy was sufficiently validated in three independent datasets (AUC = 0.9780/0.9961/0.9681, all P < 0.05). Furthermore, a visual nomogram based on the diagnostic score was correspondingly established to strengthen its clinical applicability. CONCLUSION The six-circulating miRNA-based diagnostic score may be a reliable noninvasive biomarker for early-stage HCC screening and dynamic monitoring of postoperative recurrence.
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Affiliation(s)
- Bin Yu
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei, 430071, People's Republic of China
| | - Shujun Zhou
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei, 430071, People's Republic of China
| | - Han Liang
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei, 430071, People's Republic of China
| | - Qifa Ye
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei, 430071, People's Republic of China.,The 3rd Xiangya Hospital of Central South University, Research Center of National Health Ministry on Transplantation Medicine Engineering and Technology, Changsha, Hunan, 410013, People's Republic of China
| | - Yanfeng Wang
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei, 430071, People's Republic of China.
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23
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A TRIzol-based method for high recovery of plasma sncRNAs approximately 30 to 60 nucleotides. Sci Rep 2022; 12:6778. [PMID: 35474236 PMCID: PMC9042852 DOI: 10.1038/s41598-022-10800-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 04/13/2022] [Indexed: 11/08/2022] Open
Abstract
Protein functional effector sncRNAs (pfeRNAs) are approximately 30–60 nucleotides (nt), of which the extraction method from plasma has not yet been reported. Silver staining in a high-resolution polyacrylamide gel suggested that the majority of plasma sncRNAs extracted by some broadly used commercial kits were sncRNAs from 100 nt upwards. Additionally, TRIzol’s protocol is for long RNA but not sncRNA recovery. Here, we report a TRIzol-based frozen precipitation method (TFP method), which shows rigor and reproducibility in high yield and quality for plasma sncRNAs approximately 30–60 nt. In contrast to the yields by the commercial kit, plasma sncRNAs extracted by the TFP method enriched more sncRNAs. We used four different pfeRNAs of 34 nt, 45 nt, 53 nt, and 58 nt to represent typical sizes of sncRNAs from 30 to 60 nt and compared their levels in the recovered sncRNAs by the TFP method and by the commercial kit. The TFP method showed lower cycle threshold (CT) values by 2.01–9.17 cycles in 38 plasma samples from 38 patients, including Caucasian, Asian, African American, Latin, Mexican, and those who were a mix of more than one race. In addition, pfeRNAs extracted by two organic-based extraction methods and four commercial kits were undetermined in 22 of 38 samples. Thus, the quick and unbiased TFP method enriches plasma sncRNA ranging from 30 to 60 nt.
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24
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Hannan NJ, Cohen PA, Beard S, Bilic S, Zhang B, Tong S, Whitehead C, Hui L. Transcriptomic analysis of patient plasma reveals circulating miR200c as a potential biomarker for high-grade serous ovarian cancer. Gynecol Oncol Rep 2022; 39:100894. [PMID: 35005155 PMCID: PMC8717717 DOI: 10.1016/j.gore.2021.100894] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/15/2021] [Accepted: 11/17/2021] [Indexed: 12/24/2022] Open
Abstract
Background High-grade serous tubo-ovarian cancer (HGSC) is the most common histological subtype of epithelial ovarian cancer, and highly lethal. Currently there is no effective screening test and prognosis is poor as the majority of cases are diagnosed at the advanced stage. Cell free RNAs including microRNAs (miRNAs) are dysregulated in ovarian cancer tissue and are detectable in the circulation. This study aimed to determine whether circulating cell free miRNAs may be potential biomarkers for the detection of HGSC. Methods Plasma was collected from women with HGSC (Grade 3, n = 24), and benign ovarian masses (n = 24). RNA was extracted from patient plasma and subjected to miRNA targeted next generation sequencing (NGS). A subsequent validation cohort was assessed using plasma collected from women with HGSC (n = 14) and controls (with a benign ovarian mass; n = 15). RNA was extracted and assessed using quantitative RT-PCR. Results Differential gene expression (DGE) of the NGS data revealed a significant increase in the miRNA, miR200c, in the circulation of women with HGSC (p less than 0.05) compared to controls. In the validation cohort miR200c expression by qPCR was found to also be increased in the circulation of women with HGSC compared to controls (p = 0.0023). Conclusions Circulating miR200c may be a promising candidate biomarker for the detection of HGSC. Further larger cohort studies exploring earlier stages are needed to determine whether circulating miR200c may be a sensitive and specific biomarker of tubo-ovarian cancer.
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Affiliation(s)
- Natalie J Hannan
- Therapeutics Discovery and Vascular Function Group, University of Melbourne, Heidelberg, Victoria, Australia.,Translational Obstetrics Group, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Department of Obstetrics and Gynaecology, Northern Health, Epping, Victoria Australia.,Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
| | - Paul A Cohen
- Division of Obstetrics and Gynaecology, Faculty of Medical and Health Sciences, University of Western Australia, Crawley, Western Australia, Australia.,Department of Gynaecological Oncology, Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia, Australia
| | - Sally Beard
- Therapeutics Discovery and Vascular Function Group, University of Melbourne, Heidelberg, Victoria, Australia.,Translational Obstetrics Group, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Department of Obstetrics and Gynaecology, Northern Health, Epping, Victoria Australia
| | - Sanela Bilic
- Department of Gynaecological Oncology, Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia, Australia
| | - Bonnie Zhang
- Department of Gynaecological Oncology, Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia, Australia
| | - Stephen Tong
- Translational Obstetrics Group, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
| | - Clare Whitehead
- Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia
| | - Lisa Hui
- Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Department of Obstetrics and Gynaecology, Northern Health, Epping, Victoria Australia.,Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia.,Reproductive Epidemiology Group, Murdoch Children's Research Institute, Parkville, Victoria Australia
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25
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Zhou K, Liu Y, Yuan Q, Lai D, Guo S, Wang Z, Su L, Zhang H, Wang X, Guo W, Ji X, Gu X, Huang Q, Guo X, Xing J. Next-Generation Sequencing-Based Analysis of Urine Cell-Free mtDNA Reveals Aberrant Fragmentation and Mutation Profile in Cancer Patients. Clin Chem 2022; 68:561-573. [PMID: 34993545 DOI: 10.1093/clinchem/hvab268] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 11/05/2021] [Indexed: 12/18/2022]
Abstract
BACKGROUND Many studies have demonstrated the high efficacy of cell-free nuclear DNA in cancer diagnostics. Compared to nuclear DNA, mitochondrial DNA (mtDNA) exhibits distinct characteristics, including multiple copies per cell and higher mutation frequency. However, the potential applicability of cell-free mtDNA (cf-mtDNA) in plasma and urine remains poorly investigated. METHODS Here, we comprehensively analyzed the fragmentomic and mutational characteristics of cf-mtDNA in urine and plasma samples from controls and cancer patients using next-generation sequencing. RESULTS Compared to plasma cf-mtDNA, urine cf-mtDNA exhibited increased copy numbers and wider spread in fragment size distributions. Based on 2 independent animal models, urine cf-mtDNA originated predominantly from local shedding and transrenal excretion. Further analysis indicated an enhanced fragmentation of urine cf-mtDNA in renal cell carcinoma (RCC) and colorectal cancer (CRC) patients. Using the mtDNA sequence of peripheral blood mononuclear cells for reference, the mutant fragments were shorter than wild-type fragments in urine cf-mtDNA. Size selection of short urine cf-mtDNA fragments (<150 bp) significantly enhanced the somatic mutation detection. Our data revealed remarkably different base proportions of fragment ends between urine and plasma cf-mtDNA that also were associated with fragment size. Moreover, both RCC and CRC patients exhibited significantly higher T-end and lower A-end proportions in urine cf-mtDNA than controls. By integrating the fragmentomic and mutational features of urine cf-mtDNA, our nomogram model exhibited a robust efficacy for cancer diagnosis. CONCLUSIONS Our proof-of-concept findings revealed aberrant fragmentation and mutation profiles of urine cf-mtDNA in cancer patients that have diagnostic potential.
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Affiliation(s)
- Kaixiang Zhou
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Yang Liu
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Qing Yuan
- Institute of Medical Research, Northwestern Polytechnical University, Xi'an, China
| | - Dong Lai
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Shanshan Guo
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Zhenni Wang
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Liping Su
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Huanqin Zhang
- Department of Medical Technology, College of Medical Technology, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Xiangxu Wang
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Wenjie Guo
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Xiaoying Ji
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Xiwen Gu
- Key Laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, Department of Stomatology Research Center, Xi'an Jiaotong University College of Stomatology, Xi'an, China
| | - Qichao Huang
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Xu Guo
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Jinliang Xing
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
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26
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Hosseinalizadeh H, Mahmoodpour M, Ebrahimi A. Circulating non-coding RNAs as a diagnostic and management biomarker for breast cancer: current insights. Mol Biol Rep 2022; 49:705-715. [PMID: 34677714 DOI: 10.1007/s11033-021-06847-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 10/15/2021] [Indexed: 12/14/2022]
Abstract
Cancer biomarkers can be used to determine the molecular status of a tumor or its metastases, which either release them directly into body fluids or indirectly through disruption of tumor/metastatic tissue. New minimally invasive and repeatable sample collection methods, such as liquid biopsy, have been developed in the last decade to apply cancer knowledge and track its progression. Circulating non-coding RNAs, which include microRNAs, long non-coding RNAs, and PIWI-interacting RNAs, are increasingly being recognized as potential cancer biomarkers. The growing understanding of cancer's molecular pathogenesis, combined with the rapid development of new molecular techniques, encourages the study of early molecular alterations associated with cancer development in body fluids. Specific genetic and epigenetic changes in circulating free RNA (cf-RNA) in plasma, serum, and urine could be used as diagnostic biomarkers for a variety of cancers. Only a subset of these cf-RNAs have been studied in breast cancer, with the most extensive research focusing on cf-miRNA in plasma. These findings pave the way for immediate use of selected cf-RNAs as biomarkers in breast cancer liquid biopsy, as well as additional research into other cf-RNAs to advance.
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Affiliation(s)
- Hamed Hosseinalizadeh
- Department of Medical Biotechnology, Faculty of Paramedicine, Guilan University of Medical Sciences, 41376, Rasht, Iran
| | - Mehrdad Mahmoodpour
- Department of Medical Biotechnology, Faculty of Paramedicine, Guilan University of Medical Sciences, 41376, Rasht, Iran
| | - Ammar Ebrahimi
- Department of Biomedical Sciences, University of Lausanne, Rue Du Bugnon 7, 1005, Lausanne, Switzerland.
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27
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Mugoni V, Ciani Y, Nardella C, Demichelis F. Circulating RNAs in prostate cancer patients. Cancer Lett 2022; 524:57-69. [PMID: 34656688 DOI: 10.1016/j.canlet.2021.10.011] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 10/06/2021] [Accepted: 10/09/2021] [Indexed: 12/12/2022]
Abstract
Growing bodies of evidence have demonstrated that the identification of prostate cancer (PCa) biomarkers in the patients' blood and urine may remarkably improve PCa diagnosis and progression monitoring. Among diverse cancer-derived circulating materials, extracellular RNA molecules (exRNAs) represent a compelling component to investigate cancer-related alterations. Once outside the intracellular environment, exRNAs circulate in biofluids either in association with protein complexes or encapsulated inside extracellular vesicles (EVs). Notably, EV-associated RNAs (EV-RNAs) were used for the development of several assays (such as the FDA-approved Progensa Prostate Cancer Antigen 3 (PCA3 test) aiming at improving early PCa detection. EV-RNAs encompass a mixture of species, including small non-coding RNAs (e.g. miRNA and circRNA), lncRNAs and mRNAs. Several methods have been proposed to isolate EVs and relevant RNAs, and to perform RNA-Seq studies to identify potential cancer biomarkers. However, EVs in the circulation of a cancer patient include a multitude of diverse populations that are released by both cancer and normal cells from different tissues, thereby leading to a heterogeneous EV-RNA-associated transcriptional signal. Decrypting the complexity of such a composite signal is nowadays the major challenge faced in the identification of specific tumor-associated RNAs. Multiple deconvolution algorithms have been proposed so far to infer the enrichment of cancer-specific signals from gene expression data. However, novel strategies for EVs sorting and sequencing of RNA associated to single EVs populations will remarkably facilitate the identification of cancer-related molecules. Altogether, the studies summarized here demonstrate the high potential of using EV-RNA biomarkers in PCa and highlight the urgent need of improving technologies and computational approaches to characterize specific EVs populations and their relevant RNA cargo.
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Affiliation(s)
- Vera Mugoni
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Yari Ciani
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Caterina Nardella
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Francesca Demichelis
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy.
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28
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Tserpeli V, Stergiopoulou D, Londra D, Giannopoulou L, Buderath P, Balgkouranidou I, Xenidis N, Grech C, Obermayr E, Zeillinger R, Pavlakis K, Rampias T, Kakolyris S, Kasimir-Bauer S, Lianidou ES. Prognostic Significance of SLFN11 Methylation in Plasma Cell-Free DNA in Advanced High-Grade Serous Ovarian Cancer. Cancers (Basel) 2021; 14:cancers14010004. [PMID: 35008168 PMCID: PMC8750111 DOI: 10.3390/cancers14010004] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 12/08/2021] [Accepted: 12/16/2021] [Indexed: 12/24/2022] Open
Abstract
Background: Epigenetic alterations in ctDNA are highly promising as a source of novel potential liquid biopsy biomarkers and comprise a very promising liquid biopsy approach in ovarian cancer, for early diagnosis, prognosis and response to treatment. Methods: In the present study, we examined the methylation status of six gene promoters (BRCA1, CST6, MGMT, RASSF10, SLFN11 and USP44) in high-grade serous ovarian cancer (HGSOC). We evaluated the prognostic significance of DNA methylation of these six gene promoters in primary tumors (FFPEs) and plasma cfDNA samples from patients with early, advanced and metastatic HGSOC. Results: We report for the first time that the DNA methylation of SLFN11 in plasma cfDNA was significantly correlated with worse PFS (p = 0.045) in advanced stage HGSOC. Conclusions: Our results strongly indicate that SLFN11 epigenetic inactivation could be a predictor of resistance to platinum drugs in ovarian cancer. Our results should be further validated in studies based on a larger cohort of patients, in order to further explore whether the DNA methylation of SLFN11 promoter could serve as a potential prognostic DNA methylation biomarker and a predictor of resistance to platinum-based chemotherapy in ovarian cancer.
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Affiliation(s)
- Victoria Tserpeli
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (V.T.); (D.S.); (D.L.); (L.G.)
| | - Dimitra Stergiopoulou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (V.T.); (D.S.); (D.L.); (L.G.)
| | - Dora Londra
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (V.T.); (D.S.); (D.L.); (L.G.)
| | - Lydia Giannopoulou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (V.T.); (D.S.); (D.L.); (L.G.)
| | - Paul Buderath
- Department of Gynecology and Obstetrics, University Hospital of Essen, University of Duisburg-Essen, Hufelandstrasse 55, D-45122 Essen, Germany; (P.B.); (S.K.-B.)
| | - Ioanna Balgkouranidou
- Department of Oncology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (I.B.); (N.X.); (S.K.)
| | - Nikolaos Xenidis
- Department of Oncology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (I.B.); (N.X.); (S.K.)
| | - Christina Grech
- Department of Obstetrics and Gynecology, Medical University of Vienna, 1090 Vienna, Austria; (C.G.); (E.O.); (R.Z.)
| | - Eva Obermayr
- Department of Obstetrics and Gynecology, Medical University of Vienna, 1090 Vienna, Austria; (C.G.); (E.O.); (R.Z.)
| | - Robert Zeillinger
- Department of Obstetrics and Gynecology, Medical University of Vienna, 1090 Vienna, Austria; (C.G.); (E.O.); (R.Z.)
| | - Kitty Pavlakis
- Pathology Department, IASO Women’s Hospital, 15123 Athens, Greece;
| | - Theodoros Rampias
- Basic Research Center, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece;
| | - Stylianos Kakolyris
- Department of Oncology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (I.B.); (N.X.); (S.K.)
| | - Sabine Kasimir-Bauer
- Department of Gynecology and Obstetrics, University Hospital of Essen, University of Duisburg-Essen, Hufelandstrasse 55, D-45122 Essen, Germany; (P.B.); (S.K.-B.)
| | - Evi S. Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (V.T.); (D.S.); (D.L.); (L.G.)
- Correspondence: ; Tel.: +30-210-7274311
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Kepesidis KV, Bozic-Iven M, Huber M, Abdel-Aziz N, Kullab S, Abdelwarith A, Al Diab A, Al Ghamdi M, Hilal MA, Bahadoor MRK, Sharma A, Dabouz F, Arafah M, Azzeer AM, Krausz F, Alsaleh K, Zigman M, Nabholtz JM. Breast-cancer detection using blood-based infrared molecular fingerprints. BMC Cancer 2021; 21:1287. [PMID: 34856945 PMCID: PMC8638519 DOI: 10.1186/s12885-021-09017-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 11/16/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Breast cancer screening is currently predominantly based on mammography, tainted with the occurrence of both false positivity and false negativity, urging for innovative strategies, as effective detection of early-stage breast cancer bears the potential to reduce mortality. Here we report the results of a prospective pilot study on breast cancer detection using blood plasma analyzed by Fourier-transform infrared (FTIR) spectroscopy - a rapid, cost-effective technique with minimal sample volume requirements and potential to aid biomedical diagnostics. FTIR has the capacity to probe health phenotypes via the investigation of the full repertoire of molecular species within a sample at once, within a single measurement in a high-throughput manner. In this study, we take advantage of cross-molecular fingerprinting to probe for breast cancer detection. METHODS We compare two groups: 26 patients diagnosed with breast cancer to a same-sized group of age-matched healthy, asymptomatic female participants. Training with support-vector machines (SVM), we derive classification models that we test in a repeated 10-fold cross-validation over 10 times. In addition, we investigate spectral information responsible for BC identification using statistical significance testing. RESULTS Our models to detect breast cancer achieve an average overall performance of 0.79 in terms of area under the curve (AUC) of the receiver operating characteristic (ROC). In addition, we uncover a relationship between the effect size of the measured infrared fingerprints and the tumor progression. CONCLUSION This pilot study provides the foundation for further extending and evaluating blood-based infrared probing approach as a possible cross-molecular fingerprinting modality to tackle breast cancer detection and thus possibly contribute to the future of cancer screening.
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Affiliation(s)
- Kosmas V Kepesidis
- Department of Laser Physics, Ludwig Maximilian University of Munich (LMU), Garching, Germany.
- Laboratory for Attosecond Physics, Max Planck Institute of Quantum Optics (MPQ), Garching, Germany.
| | - Masa Bozic-Iven
- Department of Laser Physics, Ludwig Maximilian University of Munich (LMU), Garching, Germany
| | - Marinus Huber
- Department of Laser Physics, Ludwig Maximilian University of Munich (LMU), Garching, Germany
- Laboratory for Attosecond Physics, Max Planck Institute of Quantum Optics (MPQ), Garching, Germany
| | - Nashwa Abdel-Aziz
- Oncology Centre, King Saud University (Medical City), Riyadh, Saudi Arabia
| | - Sharif Kullab
- Oncology Centre, King Saud University (Medical City), Riyadh, Saudi Arabia
| | - Ahmed Abdelwarith
- Oncology Centre, King Saud University (Medical City), Riyadh, Saudi Arabia
| | | | - Mohammed Al Ghamdi
- Oncology Centre, King Saud University (Medical City), Riyadh, Saudi Arabia
| | - Muath Abu Hilal
- Oncology Centre, King Saud University (Medical City), Riyadh, Saudi Arabia
| | - Mohun R K Bahadoor
- Clinical Operations, International Cancer Research Group (ICRG), Sharjah, United Arab Emirates
| | - Abhishake Sharma
- Clinical Operations, International Cancer Research Group (ICRG), Sharjah, United Arab Emirates
| | - Farida Dabouz
- Clinical Operations, International Cancer Research Group (ICRG), Sharjah, United Arab Emirates
| | - Maria Arafah
- Pathology Department, King Saud University, Riyadh, Saudi Arabia
| | - Abdallah M Azzeer
- Physics and Astronomy Department, Attosecond Science Laboratory, King Saud University, Riyadh, Saudi Arabia
| | - Ferenc Krausz
- Department of Laser Physics, Ludwig Maximilian University of Munich (LMU), Garching, Germany
- Laboratory for Attosecond Physics, Max Planck Institute of Quantum Optics (MPQ), Garching, Germany
| | - Khalid Alsaleh
- Oncology Centre, King Saud University (Medical City), Riyadh, Saudi Arabia
| | - Mihaela Zigman
- Department of Laser Physics, Ludwig Maximilian University of Munich (LMU), Garching, Germany
- Laboratory for Attosecond Physics, Max Planck Institute of Quantum Optics (MPQ), Garching, Germany
| | - Jean-Marc Nabholtz
- Department of Laser Physics, Ludwig Maximilian University of Munich (LMU), Garching, Germany
- Oncology Centre, King Saud University (Medical City), Riyadh, Saudi Arabia
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30
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Al Zoughbi W, Fox J, Beg S, Papp E, Hissong E, Ohara K, Keefer L, Sigouros M, Kane T, Bockelman D, Nichol D, Patchell E, Bareja R, Karandikar A, Alnajar H, Cerqueira G, Guthrie VB, Verner E, Manohar J, Greco N, Wilkes D, Tagawa S, Malbari MS, Holcomb K, Eng KW, Shah M, Altorki NK, Sboner A, Nanus D, Faltas B, Sternberg CN, Simmons J, Houvras Y, Molina AM, Angiuoli S, Elemento O, Mosquera JM. Validation of a Circulating Tumor DNA-Based Next-Generation Sequencing Assay in a Cohort of Patients with Solid tumors: A Proposed Solution for Decentralized Plasma Testing. Oncologist 2021; 26:e1971-e1981. [PMID: 34286887 PMCID: PMC8571755 DOI: 10.1002/onco.13905] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 07/09/2021] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Characterization of circulating tumor DNA (ctDNA) has been integrated into clinical practice. Although labs have standardized validation procedures to develop single locus tests, the efficacy of on-site plasma-based next-generation sequencing (NGS) assays still needs to be proved. MATERIALS AND METHODS In this retrospective study, we profiled DNA from matched tissue and plasma samples from 75 patients with cancer. We applied an NGS test that detects clinically relevant alterations in 33 genes and microsatellite instability (MSI) to analyze plasma cell-free DNA (cfDNA). RESULTS The concordance between alterations detected in both tissue and plasma samples was higher in patients with metastatic disease. The NGS test detected 77% of sequence alterations, amplifications, and fusions that were found in metastatic samples compared with 45% of those alterations found in the primary tumor samples (p = .00005). There was 87% agreement on MSI status between the NGS test and tumor tissue results. In three patients, MSI-high ctDNA correlated with response to immunotherapy. In addition, the NGS test revealed an FGFR2 amplification that was not detected in tumor tissue from a patient with metastatic gastric cancer, emphasizing the importance of profiling plasma samples in patients with advanced cancer. CONCLUSION Our validation experience of a plasma-based NGS assay advances current knowledge about translating cfDNA testing into clinical practice and supports the application of plasma assays in the management of oncology patients with metastatic disease. With an in-house method that minimizes the need for invasive procedures, on-site cfDNA testing supplements tissue biopsy to guide precision therapy and is entitled to become a routine practice. IMPLICATIONS FOR PRACTICE This study proposes a solution for decentralized liquid biopsy testing based on validation of a next-generation sequencing (NGS) test that detects four classes of genomic alterations in blood: sequence mutations (single nucleotide substitutions or insertions and deletions), fusions, amplifications, and microsatellite instability (MSI). Although there are reference labs that perform single-site comprehensive liquid biopsy testing, the targeted assay this study validated can be established locally in any lab with capacity to offer clinical molecular pathology assays. To the authors' knowledge, this is the first report that validates evaluating an on-site plasma-based NGS test that detects the MSI status along with common sequence alterations encountered in solid tumors.
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Affiliation(s)
- Wael Al Zoughbi
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Jesse Fox
- Personal Genome Diagnostics Inc.BaltimoreMarylandUSA
| | - Shaham Beg
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Eniko Papp
- Personal Genome Diagnostics Inc.BaltimoreMarylandUSA
| | - Erika Hissong
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
| | - Kentaro Ohara
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Laurel Keefer
- Personal Genome Diagnostics Inc.BaltimoreMarylandUSA
| | - Michael Sigouros
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Troy Kane
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Daniel Bockelman
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Donna Nichol
- Personal Genome Diagnostics Inc.BaltimoreMarylandUSA
| | - Emily Patchell
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
| | - Rohan Bareja
- Institute for Computational Biomedicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | | | - Hussein Alnajar
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
| | | | | | - Ellen Verner
- Personal Genome Diagnostics Inc.BaltimoreMarylandUSA
| | - Jyothi Manohar
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Noah Greco
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - David Wilkes
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Scott Tagawa
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | | | - Kevin Holcomb
- Department of Obstetrics and Gynecology, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Kenneth Wha Eng
- Institute for Computational Biomedicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Manish Shah
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Nasser K. Altorki
- Division of Thoracic Surgery, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- Institute for Computational Biomedicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - David Nanus
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Bishoy Faltas
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- Department of Cell and Developmental Biology, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Cora N. Sternberg
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - John Simmons
- Personal Genome Diagnostics Inc.BaltimoreMarylandUSA
| | - Yariv Houvras
- Department of Surgery, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Ana M. Molina
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | | | - Olivier Elemento
- Institute for Computational Biomedicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell MedicineNew YorkNew YorkUSA
- The Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine and New York‐PresbyterianNew YorkNew YorkUSA
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31
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Wu SC, Chi SY, Rau CS, Kuo PJ, Huang LH, Wu YC, Wu CJ, Lin HP, Hsieh CH. Identification of circulating biomarkers for differentiating patients with papillary thyroid cancers from benign thyroid tumors. J Endocrinol Invest 2021; 44:2375-2386. [PMID: 33646556 DOI: 10.1007/s40618-021-01543-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 02/25/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND This study aimed to identify the potential circulating biomarkers of protein, mRNAs, and long non-coding RNAs (lncRNAs) to differentiate the papillary thyroid cancers from benign thyroid tumors. METHODS The study population of 100 patients was classified into identification (10 patients with papillary thyroid cancers and 10 patients with benign thyroid tumors) and validation groups (45 patients with papillary thyroid cancers and 35 patients with benign thyroid tumors). The Sengenics Immunome Protein Array-combined data mining approach using the Open Targets Platform was used to identify the putative protein biomarkers, and their expression validated using the enzyme-linked immunosorbent assay. Next-generation sequencing by Illumina HiSeq was used for the detection of dysregulated mRNAs and lncRNAs. The website Timer v2.0 helped identify the putative mRNA biomarkers, which were significantly over-expressed in papillary thyroid cancers than in adjacent normal thyroid tissue. The mRNA and lncRNA biomarker expression was validated by a real-time polymerase chain reaction. RESULTS Although putative protein and mRNA biomarkers have been identified, their serum expression could not be confirmed in the validation cohorts. In addition, seven lncRNAs (TCONS_00516490, TCONS_00336559, TCONS_00311568, TCONS_00321917, TCONS_00336522, TCONS_00282483, and TCONS_00494326) were identified and validated as significantly downregulated in patients with papillary thyroid cancers compared to those with benign thyroid tumors. These seven lncRNAs showed moderate accuracy based on the area under the curve (AUC = 0.736) of receiver operating characteristic in predicting the occurrence of papillary thyroid cancers. CONCLUSIONS We identified seven downregulated circulating lncRNAs with the potential for predicting the occurrence of papillary thyroid cancers.
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Affiliation(s)
- S-C Wu
- Department of Anesthesiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City, Taiwan
| | - S-Y Chi
- Department of General Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City, Taiwan
| | - C-S Rau
- Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City, Taiwan
| | - P-J Kuo
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, No.123, Ta-Pei Road, Niao-Song District, Kaohsiung City 833, Taiwan
| | - L-H Huang
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, No.123, Ta-Pei Road, Niao-Song District, Kaohsiung City 833, Taiwan
| | - Y-C Wu
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, No.123, Ta-Pei Road, Niao-Song District, Kaohsiung City 833, Taiwan
| | - C-J Wu
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, No.123, Ta-Pei Road, Niao-Song District, Kaohsiung City 833, Taiwan
| | - H-P Lin
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, No.123, Ta-Pei Road, Niao-Song District, Kaohsiung City 833, Taiwan
| | - C-H Hsieh
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, No.123, Ta-Pei Road, Niao-Song District, Kaohsiung City 833, Taiwan.
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32
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Bouchahda M, Saffroy R, Karaboué A, Hamelin J, Innominato P, Saliba F, Bosselut N, Lemoine A, Lévi F. Reply to P. Gazzaniga et al. JCO Precis Oncol 2021; 5:391-392. [DOI: 10.1200/po.20.00465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Mohamed Bouchahda
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Raphael Saffroy
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Abdoulaye Karaboué
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Jocelyne Hamelin
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Pasquale Innominato
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Faouzi Saliba
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Nelly Bosselut
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Antoinette Lemoine
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
| | - Francis Lévi
- Mohamed Bouchahda, MD, Medical Oncology Department, Paul Brousse Hospital, Villejuif, France; UPR “Chronotherapy, Cancer and Transplantation,” Medical School, Paris-Saclay University, Villejuif, France; Medical Oncology Unit, Clinique Saint Jean L'Ermitage, Melun, France; Medical Oncology Unit, Clinique du Mousseau, Evry, France; Raphael Saffroy, MD, Oncogenetics Department, APHP, Université Paris-Saclay, Paul Brousse Hospital, Villejuif, France; Abdoulaye Karaboué, MD, UPR “Chronotherapy, Cancer and
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Huber M, Kepesidis KV, Voronina L, Fleischmann F, Fill E, Hermann J, Koch I, Milger-Kneidinger K, Kolben T, Schulz GB, Jokisch F, Behr J, Harbeck N, Reiser M, Stief C, Krausz F, Zigman M. Infrared molecular fingerprinting of blood-based liquid biopsies for the detection of cancer. eLife 2021; 10:68758. [PMID: 34696827 PMCID: PMC8547961 DOI: 10.7554/elife.68758] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 09/13/2021] [Indexed: 01/11/2023] Open
Abstract
Recent omics analyses of human biofluids provide opportunities to probe selected species of biomolecules for disease diagnostics. Fourier-transform infrared (FTIR) spectroscopy investigates the full repertoire of molecular species within a sample at once. Here, we present a multi-institutional study in which we analysed infrared fingerprints of plasma and serum samples from 1639 individuals with different solid tumours and carefully matched symptomatic and non-symptomatic reference individuals. Focusing on breast, bladder, prostate, and lung cancer, we find that infrared molecular fingerprinting is capable of detecting cancer: training a support vector machine algorithm allowed us to obtain binary classification performance in the range of 0.78-0.89 (area under the receiver operating characteristic curve [AUC]), with a clear correlation between AUC and tumour load. Intriguingly, we find that the spectral signatures differ between different cancer types. This study lays the foundation for high-throughput onco-IR-phenotyping of four common cancers, providing a cost-effective, complementary analytical tool for disease recognition.
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Affiliation(s)
- Marinus Huber
- Ludwig Maximilians University Munich (LMU), Department of Laser Physics, Garching, Germany.,Max Planck Institute of Quantum Optics (MPQ), Laboratory for Attosecond Physics, Garching, Germany
| | - Kosmas V Kepesidis
- Ludwig Maximilians University Munich (LMU), Department of Laser Physics, Garching, Germany.,Max Planck Institute of Quantum Optics (MPQ), Laboratory for Attosecond Physics, Garching, Germany
| | - Liudmila Voronina
- Ludwig Maximilians University Munich (LMU), Department of Laser Physics, Garching, Germany
| | - Frank Fleischmann
- Ludwig Maximilians University Munich (LMU), Department of Laser Physics, Garching, Germany
| | - Ernst Fill
- Max Planck Institute of Quantum Optics (MPQ), Laboratory for Attosecond Physics, Garching, Germany
| | - Jacqueline Hermann
- Ludwig Maximilians University Munich (LMU), Department of Laser Physics, Garching, Germany
| | - Ina Koch
- Asklepios Biobank for Lung Diseases, Department of Thoracic Surgery, Member of the German Center for Lung Research, DZL, Asklepios Fachkliniken München-Gauting, Munich, Germany
| | - Katrin Milger-Kneidinger
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Internal Medicine V, Munich, Germany
| | - Thomas Kolben
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Obstetrics and Gynecology, Breast Center and Comprehensive Cancer Center (CCLMU), Munich, Germany
| | - Gerald B Schulz
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Urology, Munich, Germany
| | - Friedrich Jokisch
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Urology, Munich, Germany
| | - Jürgen Behr
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Internal Medicine V, Munich, Germany
| | - Nadia Harbeck
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Obstetrics and Gynecology, Breast Center and Comprehensive Cancer Center (CCLMU), Munich, Germany
| | - Maximilian Reiser
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Clinical Radiology, Munich, Germany
| | - Christian Stief
- University Hospital of the Ludwig Maximilians University Munich (LMU), Department of Urology, Munich, Germany
| | - Ferenc Krausz
- Ludwig Maximilians University Munich (LMU), Department of Laser Physics, Garching, Germany.,Max Planck Institute of Quantum Optics (MPQ), Laboratory for Attosecond Physics, Garching, Germany
| | - Mihaela Zigman
- Ludwig Maximilians University Munich (LMU), Department of Laser Physics, Garching, Germany.,Max Planck Institute of Quantum Optics (MPQ), Laboratory for Attosecond Physics, Garching, Germany
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Colombo J, Moschetta-Pinheiro MG, Novais AA, Stoppe BR, Bonini ED, Gonçalves FM, Fukumasu H, Coutinho LL, Chuffa LGDA, Zuccari DAPDC. Liquid Biopsy as a Diagnostic and Prognostic Tool for Women and Female Dogs with Breast Cancer. Cancers (Basel) 2021; 13:5233. [PMID: 34680380 PMCID: PMC8533706 DOI: 10.3390/cancers13205233] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 09/10/2021] [Accepted: 09/17/2021] [Indexed: 12/27/2022] Open
Abstract
INTRODUCTION Breast cancer (BC) is the malignant neoplasm with the highest mortality rate in women and female dogs are good models to study BC. OBJECTIVE We investigated the efficacy of liquid biopsy to detect gene mutations in the diagnosis and follow-up of women and female dogs with BC. MATERIALS AND METHODS In this study, 57 and 37 BC samples were collected from women and female dogs, respectively. After core biopsy and plasma samples were collected, the DNA and ctDNA of the tumor fragments and plasma were processed for next generation sequencing (NGS) assay. After preprocessing of the data, they were submitted to the Genome Analysis ToolKit (GATK). RESULTS In women, 1788 variants were identified in tumor fragments and 221 variants in plasma; 66 variants were simultaneously detected in tumors and plasma. Conversely, in female dogs, 1430 variants were found in plasma and 695 variants in tumor fragments; 59 variants were simultaneously identified in tumors and plasma. The most frequently mutated genes in the tumor fragments of women were USH2A, ATM, and IGF2R; in female dogs, they were USH2A, BRCA2, and RRM2. Plasma of women showed the most frequent genetic variations in the MAP3K1, BRCA1, and GRB7 genes, whereas plasma from female dogs had variations in the NF1, ERBB2, and KRT17 genes. Mutations in the AKT1, PIK3CA, and BRIP genes were associated with tumor recurrence, with a highly pathogenic variant in PIK3CA being particularly prominent. We also detected a gain-of-function mutation in the GRB7, MAP3K1, and MLH1 genes. CONCLUSION Liquid biopsy is useful to identify specific genetic variations at the beginning of BC manifestation and may be accompanied over the entire follow-up period, thereby supporting the clinicians in refining interventions.
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Affiliation(s)
- Jucimara Colombo
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Marina Gobbe Moschetta-Pinheiro
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Adriana Alonso Novais
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Bruna Ribeiro Stoppe
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Enrico Dumbra Bonini
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Francine Moraes Gonçalves
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Heidge Fukumasu
- Laboratory of Comparative and Translational Oncology (LOCT), Department of Veterinary Medicine, Faculty of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga 13635-900, Brazil;
| | - Luiz Lehmann Coutinho
- Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Piracicaba 13418-900, Brazil;
| | - Luiz Gustavo de Almeida Chuffa
- Department of Structural and Functional Biology, Institute of Biosciences of Botucatu, Universidade Estadual Paulista, Botucatu 18618-689, Brazil;
| | - Debora Aparecida Pires de Campos Zuccari
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
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35
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Kerachian MA, Azghandi M, Mozaffari-Jovin S, Thierry AR. Guidelines for pre-analytical conditions for assessing the methylation of circulating cell-free DNA. Clin Epigenetics 2021; 13:193. [PMID: 34663458 PMCID: PMC8525023 DOI: 10.1186/s13148-021-01182-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 10/04/2021] [Indexed: 02/06/2023] Open
Abstract
Methylation analysis of circulating cell-free DNA (cirDNA), as a liquid biopsy, has a significant potential to advance the detection, prognosis, and treatment of cancer, as well as many genetic disorders. The role of epigenetics in disease development has been reported in several hereditary disorders, and epigenetic modifications are regarded as one of the earliest and most significant genomic aberrations that arise during carcinogenesis. Liquid biopsy can be employed for the detection of these epigenetic biomarkers. It consists of isolation (pre-analytical) and detection (analytical) phases. The choice of pre-analytical variables comprising cirDNA extraction and bisulfite conversion methods can affect the identification of cirDNA methylation. Indeed, different techniques give a different return of cirDNA, which confirms the importance of pre-analytical procedures in clinical diagnostics. Although novel techniques have been developed for the simplification of methylation analysis, the process remains complex, as the steps of DNA extraction, bisulfite treatment, and methylation detection are each carried out separately. Recent studies have noted the absence of any standard method for the pre-analytical processing of methylated cirDNA. We have therefore conducted a comprehensive and systematic review of the important pre-analytical and analytical variables and the patient-related factors which form the basis of our guidelines for analyzing methylated cirDNA in liquid biopsy.
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Affiliation(s)
- Mohammad Amin Kerachian
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
- Cancer Genetics Research Unit, Reza Radiotherapy and Oncology Center, Mashhad, Iran.
| | - Marjan Azghandi
- Cancer Genetics Research Unit, Reza Radiotherapy and Oncology Center, Mashhad, Iran
- Department of Animal Science, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Sina Mozaffari-Jovin
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Alain R Thierry
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier, France.
- INSERM, U1194, Montpellier, France.
- University of Montpellier, Montpellier, France.
- ICM, Regional Institute of Cancer of Montpellier, Montpellier, France.
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36
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Jackson AM, Amato-Menker C, Bettinotti M. Cell-free DNA diagnostics in transplantation utilizing next generation sequencing. Hum Immunol 2021; 82:850-858. [PMID: 34600770 DOI: 10.1016/j.humimm.2021.07.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/29/2021] [Accepted: 07/12/2021] [Indexed: 12/25/2022]
Abstract
The use of Next Generation Sequencing (NGS) to interrogate cell-free DNA (cfDNA) as a transplant diagnostic provides a crucial step in improving the accuracy of post-transplant monitoring of allograft health. cfDNA interrogation provides a powerful, yet minimally invasive, biomarker for disease and tissue injury. cfDNA can be isolated from a variety of body fluids and analyzed using bioinformatics to unlock its origins. Furthermore, cfDNA characteristics can reveal the mechanisms and conditions under which it was generated and released. In transplantation, donor-derived cfDNA monitoring provides a tool for identifying active allograft injury at the time of transplant, infection, and rejection. Multiple detection and interrogation methods for cfDNA detection are now being evaluated for clinical validity and hold the promise to provide minimally invasive, quantitative, and reproducible measures of allograft injury across organ types.
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Affiliation(s)
- Annette M Jackson
- Duke University, Department of Surgery, DUMC Box 2645, Durham, NC 27710, USA.
| | - Carly Amato-Menker
- West Virginia University, Microbiology, Immunology, and Cell Biology, Morgantown, WV, USA
| | - Maria Bettinotti
- Johns Hopkins University, Department of Pathology, 2041 E. Monument Street, Baltimore, MD 21205, USA
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37
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Foley JF, Elgart B, Alex Merrick B, Phadke DP, Cook ME, Malphurs JA, Solomon GG, Shah RR, Fessler MB, Miller FW, Gerrish KE. Whole genome sequencing of low input circulating cell-free DNA obtained from normal human subjects. Physiol Rep 2021; 9:e14993. [PMID: 34350716 PMCID: PMC8339531 DOI: 10.14814/phy2.14993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 07/13/2021] [Accepted: 07/14/2021] [Indexed: 11/29/2022] Open
Abstract
Cell-free DNA circulates in plasma at low levels as a normal by-product of cellular apoptosis. Multiple clinical pathologies, as well as environmental stressors can lead to increased circulating cell-free DNA (ccfDNA) levels. Plasma DNA studies frequently employ targeted amplicon deep sequencing platforms due to limited concentrations (ng/ml) of ccfDNA in the blood. Here, we report whole genome sequencing (WGS) and read distribution across chromosomes of ccfDNA extracted from two human plasma samples from normal, healthy subjects, representative of limited clinical samples at <1 ml. Amplification was sufficiently robust with ~90% of the reference genome (GRCh38.p2) exhibiting 10X coverage. Chromosome read coverage was uniform and directly proportional to the number of reads for each chromosome across both samples. Almost 99% of the identified genomic sequence variants were known annotated dbSNP variants in the hg38 reference genome. A high prevalence of C>T and T>C mutations was present along with a strong concordance of variants shared between the germline genome databases; gnomAD (81.1%) and the 1000 Genome Project (93.6%). This study demonstrates isolation and amplification procedures from low input ccfDNA samples that can detect sequence variants across the whole genome from amplified human plasma ccfDNA that can translate to multiple clinical research disciplines.
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Affiliation(s)
- Julie F. Foley
- Division of National Toxicology ProgramNIEHSDurhamNorth CarolinaUSA
| | | | - B. Alex Merrick
- Division of National Toxicology ProgramNIEHSDurhamNorth CarolinaUSA
| | | | - Molly E. Cook
- Division of Intramural ResearchNIEHSDurhamNorth CarolinaUSA
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38
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Fan H, Gai W, Zhang L, Ma Y, Wang H, Chen X, Dong J, Zhang Y, Bao H, Zhou Y, Ren L, Cairang Y, Hou L, Ren B, Wang Z, Wang Z, Song C. Parasite Circulating Cell-free DNA in the Blood of Alveolar Echinococcosis Patients as a Diagnostic and Treatment-Status Indicator. Clin Infect Dis 2021; 73:e246-e251. [PMID: 33146713 DOI: 10.1093/cid/ciaa1679] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Alveolar echinococcosis (AE) is a serious parasitic disease caused by the larvae of Echinococcus multilocularis. It is the less common but substantially more deadly of the 2 major echinococcosis diseases that can occur globally but are concentrated in central Asia. METHODS We analyzed parasite circulating cell-free DNA (cfDNA) in 149 plasma samples using a DNA sequencing-based method (105 AE, 16 cystic echinococcosis, 4 liver cancer, 4 gallstones, and 20 healthy volunteers). After identifying the Echinococcus-specific cfDNA (Em-cfDNA) sequences in the samples, we determined whether Em-cfDNA could be used for AE diagnosis and as a potential indicator of the effectiveness of surgical treatment. We also examined potential associations between Em-cfDNA levels and clinical features of AE patients. RESULTS Our work demonstrates that varying reads of Em-cfDNA were detectable in the plasma of 100% of preoperative AE patients and that all of the non-AE patients and healthy volunteers were negative. Em-cfDNA has good sensitivity and specificity for the diagnosis of AE. We also found that Em-cfDNA levels apparently have reference value for evaluating the therapeutic efficacy of surgery interventions for AE lesions. Finally, our analysis revealed that Em-cfDNA levels can reflect meaningful information about lesion size in preoperative AE patients. CONCLUSIONS We demonstrate that sequencing-based monitoring of Em-cfDNA can be used in the clinic as a powerful diagnostic indicator for AE. We also note that there is a strong potential for use of this liquid-biopsy method to monitor ongoing disease status in postintervention AE patients.
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Affiliation(s)
- Haining Fan
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Wei Gai
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China, National Engineering Research Center for Beijing Biochip Technology, Beijing, China, CapitalBio Corporation, Beijing, China
| | - Lingqiang Zhang
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Yanyan Ma
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Haijiu Wang
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Xiaoping Chen
- Tongji Hospital, Tongji Medical College Huazhong University of Science and Technology, Wuhan, China
| | - Jiahong Dong
- Beijng Tsinghua Changgung Hospital, Belling, China
| | - Yan Zhang
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China, National Engineering Research Center for Beijing Biochip Technology, Beijing, China, CapitalBio Corporation, Beijing, China
| | - Haihua Bao
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Ying Zhou
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Li Ren
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Yangdan Cairang
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Lizhao Hou
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Bin Ren
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Zhan Wang
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Zhixin Wang
- Qinghai University Affiliated Hospital, Xining, China, Qinghai Province Key Laboratory of Hydatid Disease Research, Xining, China
| | - Cuidan Song
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China, National Engineering Research Center for Beijing Biochip Technology, Beijing, China, CapitalBio Corporation, Beijing, China
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39
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Pastor B, André T, Henriques J, Trouilloud I, Tournigand C, Jary M, Mazard T, Louvet C, Azan S, Bauer A, Roch B, Sanchez C, Vernerey D, Thierry AR, Adenis A. Monitoring levels of circulating cell-free DNA in patients with metastatic colorectal cancer as a potential biomarker of responses to regorafenib treatment. Mol Oncol 2021; 15:2401-2411. [PMID: 33934494 PMCID: PMC8410523 DOI: 10.1002/1878-0261.12972] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 03/09/2021] [Accepted: 04/20/2021] [Indexed: 12/25/2022] Open
Abstract
Circulating cell‐free DNA (cfDNA) contains circulating tumor DNA (ctDNA), which can be obtained from serial liquid biopsies to enable tumor genome analysis throughout the course of treatment. We investigated cfDNA and mutant ctDNA as potential biomarkers to predict the best outcomes of regorafenib‐treated metastatic colorectal cancer (mCRC) patients. We analyzed longitudinally collected plasma cfDNA of 43 mCRC patients prospectively enrolled in the phase II TEXCAN trial by IntPlex qPCR. Qualitative (KRAS, NRAS, BRAFV600E mutations) and quantitative (total cfDNA concentration, mutant ctDNA concentration, mutant ctDNA fraction) parameters were correlated with overall survival (OS) and progression‐free survival (PFS). When examined as classes or continuous variables, the concentrations of total cfDNA, mutant ctDNA, and, partly, mutant ctDNA fraction prior to regorafenib treatment correlated with OS. Patients with baseline cfDNA > 26 ng·mL−1 had shorter OS than those with cfDNA value below this threshold (4.0 vs 6.9 months; log‐rank P = 0.0366). Patients with baseline mutant ctDNA > 2 ng·mL−1 had shorter OS than those with mutant ctDNA below this threshold (log‐rank P = 0.0154). We show that pretreatment cfDNA and mutant ctDNA levels may identify mCRC patients that may benefit from regorafenib treatment.
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Affiliation(s)
- Brice Pastor
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Thierry André
- Department of Medical Oncology, Saint-Antoine University Hospital, Sorbonne University, Paris, France.,Oncology Multidisciplinary Research Group (GERCOR), Paris, France
| | - Julie Henriques
- Methodology and Quality of Life Unit in Oncology, Besançon University Hospital, France
| | - Isabelle Trouilloud
- Department of Medical Oncology, Saint-Antoine University Hospital, Sorbonne University, Paris, France.,Oncology Multidisciplinary Research Group (GERCOR), Paris, France
| | - Christophe Tournigand
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,Medical Oncology Service, Henri Mondor Hospital, AP-HP, Université Paris Est Créteil Créteil, France
| | - Marine Jary
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,INSERM, Etablissement Français du Sang Bourgogne Franche-Comté, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, Bourgogne Franche-Comté University, Besançon, France.,Department of Medical Oncology, Besançon University Hospital, France
| | - Thibault Mazard
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), France
| | - Christophe Louvet
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,Department of Medical Oncology, Institut Monsouris, Paris, France
| | - Simon Azan
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Audrey Bauer
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Benoit Roch
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Thoracic Oncology, Montpellier University Hospital, Université de Montpellier, France
| | - Cynthia Sanchez
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Dewi Vernerey
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,Methodology and Quality of Life Unit in Oncology, Besançon University Hospital, France
| | - Alain R Thierry
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), France
| | - Antoine Adenis
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), France
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40
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Fernández-Domínguez IJ, Manzo-Merino J, Taja-Chayeb L, Dueñas-González A, Pérez-Cárdenas E, Trejo-Becerril C. The role of extracellular DNA (exDNA) in cellular processes. Cancer Biol Ther 2021; 22:267-278. [PMID: 33858306 DOI: 10.1080/15384047.2021.1890319] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Nowadays, extracellular DNA or circulating cell-free DNA is considered to be a molecule with clinical applications (diagnosis, prognosis, monitoring of treatment responses, or patient follow-up) in diverse pathologies, especially in cancer. Nevertheless, because of its molecular characteristics, it can have many other functions. This review focuses on the participation of extracellular DNA (exDNA) in fundamental processes such as cell signaling, coagulation, immunity, evolution through horizontal transfer of genetic information, and adaptive response to inflammatory processes. A deeper understanding of its role in each of these processes will allow development of better tools to monitor and control pathologies, as well as helping to generate new therapeutic options, beyond the applicability of DNA in liquid biopsy.
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Affiliation(s)
| | | | - Lucia Taja-Chayeb
- Division of Basic Research, Instituto Nacional de Cancerología, México City
| | - Alfonso Dueñas-González
- Division of Basic Research, Instituto Nacional de Cancerología, México City.,Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City, Mexico
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41
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Fu P, Xu M, Xing S, Zhao Y, Zhao C. Dual cascade isothermal amplification reaction based glucometer sensors for point-of-care diagnostics of cancer-related microRNAs. Analyst 2021; 146:3242-3250. [PMID: 33999051 DOI: 10.1039/d1an00037c] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The practical use of a point-of-care (POC) device is of particular interest in performing liquid biopsies related to cancer. Herein, taking advantage of the practical convenience of a commercially available personal glucose meter (PGM), we report a convenient, low-cost and sensitive detection strategy for circulating microRNA-155 (miRNA155) in human serum. First, miRNA155 in serum triggers the catalyzed hairpin assembly (CHA) reaction, and then the CHA product is specifically captured by the peptide nucleic acid (PNA) probes attached to the surface of a 96-well plate, which in turn triggers the hybridization chain reaction (HCR), resulting in the local enrichment of invertase. Next, introduction of a substrate (sucrose) for the invertase results in the generation of glucose, which can be detected by a PGM. In this sensor, neutrally charged PNA (12 nt) is more likely to hybridize with the CHA products than with the negatively charged DNA in kinetics, which improves the detection sensitivity and specificity. Due to the synergistic isothermal amplification reaction between CHA and HCR, the sensor is able to achieve a broad dynamic range (from 1 fM to 10 nM) with a detection limit down to 0.36 fM (3 orders of magnitude lower than that without HCR) and is capable of distinguishing single-base mismatched sequences. Thus the convenient, sensitive, robust and low-cost PGM sensor makes on-site nucleic acids detection possible, suggesting its great application prospect as a promising POC device in cancer diagnostics.
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Affiliation(s)
- Pan Fu
- Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315201, P. R. China
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42
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Sanchez C, Roch B, Mazard T, Blache P, Dache ZAA, Pastor B, Pisareva E, Tanos R, Thierry AR. Circulating nuclear DNA structural features, origins, and complete size profile revealed by fragmentomics. JCI Insight 2021; 6:144561. [PMID: 33571170 PMCID: PMC8119211 DOI: 10.1172/jci.insight.144561] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 02/10/2021] [Indexed: 11/17/2022] Open
Abstract
To unequivocally address their unresolved intimate structures in blood, we scrutinized the size distribution of circulating cell-free DNA (cfDNA) using whole-genome sequencing (WGS) from both double- and single-strand DNA library preparations (DSP and SSP, n = 7) and using quantitative PCR (Q-PCR, n = 116). The size profile in healthy individuals was remarkably homogenous when using DSP sequencing or SSP sequencing. CfDNA size profile had a characteristic nucleosome fragmentation pattern. Overall, our data indicate that the proportion of cfDNA inserted in mono-nucleosomes, di-nucleosomes, and chromatin of higher molecular size (>1000 bp) can be estimated as 67.5% to 80%, 9.4% to 11.5%, and 8.5% to 21.0%, respectively. Although DNA on single chromatosomes or mono-nucleosomes is detectable, our data revealed that cfDNA is highly nicked (97%–98%) on those structures, which appear to be subjected to continuous nuclease activity in the bloodstream. Fragments analysis allows the distinction of cfDNA of different origins: first, cfDNA size profile analysis may be useful in cfDNA extract quality control; second, subtle but reliable differences between metastatic colorectal cancer patients and healthy individuals vary with the proportion of malignant cell-derived cfDNA in plasma extracts, pointing to a higher degree of cfDNA fragmentation and nuclease activity in samples with high malignant cell cfDNA content.
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Affiliation(s)
- Cynthia Sanchez
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Benoit Roch
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France.,Thoracic Oncology Unit, Arnaud de Villeneuve Hospital, University Hospital of Montpellier, Montpellier, France
| | - Thibault Mazard
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Philippe Blache
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Zahra Al Amir Dache
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Brice Pastor
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Ekaterina Pisareva
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Rita Tanos
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Alain R Thierry
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
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Gerrish A, Jenkinson H, Cole T. The Impact of Cell-Free DNA Analysis on the Management of Retinoblastoma. Cancers (Basel) 2021; 13:cancers13071570. [PMID: 33805427 PMCID: PMC8037190 DOI: 10.3390/cancers13071570] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 03/18/2021] [Accepted: 03/19/2021] [Indexed: 12/12/2022] Open
Abstract
Retinoblastoma is a childhood eye cancer, mainly caused by mutations in the RB1 gene, which can be somatic or constitutional. Unlike many other cancers, tumour biopsies are not performed due to the risk of tumour dissemination. As a result, until recently, somatic genetic analysis was only possible if an affected eye was removed as part of a treatment. Several recent proof of principle studies have demonstrated that the analysis of tumour-derived cell-free DNA, either obtained from ocular fluid or blood plasma, has the potential to advance the diagnosis and influence the prognosis of retinoblastoma patients. It has been shown that a confirmed diagnosis is possible in retinoblastoma patients undergoing conservative treatment. In vivo genetic analysis of retinoblastoma tumours is also now possible, allowing the potential identification of secondary genetic events as prognostic biomarkers. In addition, noninvasive prenatal diagnosis in children at risk of inheriting retinoblastoma has been developed. Here, we review the current literature and discuss the potential impact of cell-free DNA analysis on both the diagnosis and treatment of retinoblastoma patients and their families.
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Affiliation(s)
- Amy Gerrish
- West Midlands Regional Genetics Service, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK;
- Correspondence:
| | - Helen Jenkinson
- Department of Paediatric Oncology, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK;
| | - Trevor Cole
- West Midlands Regional Genetics Service, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK;
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Saito R, Yoshimura K, Shoda K, Furuya S, Akaike H, Kawaguchi Y, Murata T, Ogata K, Iwano T, Takeda S, Ichikawa D. Diagnostic significance of plasma lipid markers and machine learning-based algorithm for gastric cancer. Oncol Lett 2021; 21:405. [PMID: 33841566 PMCID: PMC8020384 DOI: 10.3892/ol.2021.12666] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 02/08/2021] [Indexed: 12/26/2022] Open
Abstract
Biomarkers may be of value for the early detection of gastric cancer (GC) and the preoperative identification of tumor characteristics to guide treatment strategies. The present study analyzed the expression levels of phospholipids in plasma from patients with GC using liquid chromatography/electrospray ionization-mass spectrometry (LC/ESI-MS) to detect reliable biomarkers for GC. Furthermore, combining the results with a machine learning strategy, the present study attempted to establish a diagnostic system for GC. A total of 20 plasma samples from preoperative patients with GC and 16 plasma samples from tumor-free patients (controls) were selected from our biobank named ‘SHINGEN (Yamanashi Biobank of Gastroenterological Cancers)’, which includes a total of 1,592 plasma samples, and were analyzed by LC/ESI-MS. The obtained data were discriminated using a machine learning-based diagnostic algorithm, whose discriminant ability was confirmed through leave-one-out cross-validation. Using LC/ESI-MS, the levels of 236 lipid molecules were determined. Biomarker analysis revealed that a few lipids that were downregulated in the GC group could discriminate between the GC and control groups. Whole lipid composition analysis using partial least squares regression revealed good discrimination ability between the GC and control groups. Integrative analysis of all molecules using the aforementioned machine learning method exhibited a diagnostic accuracy of 94.4% (specificity, 93.8%; sensitivity, 95.0%). In conclusion, the outcomes of the present study suggested the potential future application of the aforementioned system in clinical settings. By accumulating more reliable data, the present system will be able to detect early-stage cancer and will be capable of predicting the efficacy of each therapeutic strategy.
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Affiliation(s)
- Ryo Saito
- First Department of Surgery, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Kentaro Yoshimura
- Department of Anatomy and Cell Biology, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Katsutoshi Shoda
- First Department of Surgery, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Shinji Furuya
- First Department of Surgery, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Hidenori Akaike
- First Department of Surgery, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Yoshihiko Kawaguchi
- First Department of Surgery, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Tasuku Murata
- MS Business Unit, Life Science Business Department, Analytical and Measuring Instruments Division, Shimadzu Corporation, Kyoto 6048511, Japan
| | - Koretsugu Ogata
- MS Business Unit, Life Science Business Department, Analytical and Measuring Instruments Division, Shimadzu Corporation, Kyoto 6048511, Japan
| | - Tomohiko Iwano
- Department of Anatomy and Cell Biology, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Sen Takeda
- Department of Anatomy and Cell Biology, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
| | - Daisuke Ichikawa
- First Department of Surgery, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi 4093898, Japan
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45
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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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46
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Abstract
The global liquid biopsy industry is expected to exceed $US5 billion by 2023. One application of liquid biopsy technology is the diagnosis of disease using biomarkers found in blood, urine, stool, saliva, and other biological samples from patients. These biomarkers could be DNA, RNA, protein, or even a cell. More recently, the use of cell-free DNA from plasma is emerging as an important minimally invasive tool for clinical diagnosis. The development of technology has increased the diversity of its application. Here, we discuss how liquid biopsies have been used in the clinic, and how personalized medicine are likely to use liquid biopsies in the near future.
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Badovinac D, Goričar K, Zavrtanik H, Petrič M, Lavrin T, Mavec N, Dolžan V, Tomažič A, Lenassi M. Plasma Extracellular Vesicle Characteristics Correlate with Tumor Differentiation and Predict Overall Survival in Patients with Pancreatic Ductal Adenocarcinoma Undergoing Surgery with Curative Intent. J Pers Med 2021; 11:77. [PMID: 33525618 PMCID: PMC7910876 DOI: 10.3390/jpm11020077] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/15/2021] [Accepted: 01/26/2021] [Indexed: 12/11/2022] Open
Abstract
Better preoperative characterization of patients with pancreatic ductal adenocarcinoma (PDAC) would aid in treatment optimization. Extracellular vesicles (EV) are promising, largely unexplored biomarkers in PDAC. This study aimed to evaluate if plasma EV characteristics are associated with PDAC clinical characteristics and overall survival (OS). The prospective cohort included 34 PDAC patients undergoing surgery with curative intent. Patient data and plasma samples were collected preoperatively, intraoperatively and one month postoperatively. Small plasma EV (sEV) concentration and size were determined by nanoparticle-tracking analysis. A Mann-Whitney test, Spearman's rho and Cox regression were used in statistical analysis. Preoperatively, patients with poorly differentiated tumors had significantly larger plasma sEVs when compared to patients with well/moderately differentiated tumors (mean diameter 176.9 vs. 149.2 nm, p = 0.021), the sEV size even enabling discrimination of the two groups (AUC = 0.742, 95% CI = 0.560-0.923). Plasma sEV characteristics were also a predictor of OS in multivariable analysis. Patients with a more than 33.8% increase in sEV concentration after one month had 7.2 months shorter median OS (p = 0.002), while patients with a more than 28.0% decrease in sEV size had 9.2 months shorter median OS (p = 0.045). Plasma sEV concentration and size correlate with tumor differentiation and may predict OS in PDAC patients. In the future, plasma sEV characteristics could contribute to improved patient stratification for optimized treatment.
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Affiliation(s)
- David Badovinac
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; (D.B.); (H.Z.); (M.P.)
| | - Katja Goričar
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (K.G.); (T.L.); (N.M.); (V.D.)
| | - Hana Zavrtanik
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; (D.B.); (H.Z.); (M.P.)
| | - Miha Petrič
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; (D.B.); (H.Z.); (M.P.)
| | - Teja Lavrin
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (K.G.); (T.L.); (N.M.); (V.D.)
| | - Nina Mavec
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (K.G.); (T.L.); (N.M.); (V.D.)
| | - Vita Dolžan
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (K.G.); (T.L.); (N.M.); (V.D.)
| | - Aleš Tomažič
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; (D.B.); (H.Z.); (M.P.)
- Department of Surgery, Faculty of Medicine, University of Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia
| | - Metka Lenassi
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (K.G.); (T.L.); (N.M.); (V.D.)
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48
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Advantages of Single-Stranded DNA Over Double-Stranded DNA Library Preparation for Capturing Cell-Free Tumor DNA in Plasma. Mol Diagn Ther 2021; 24:95-101. [PMID: 31654347 DOI: 10.1007/s40291-019-00429-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Single-stranded DNA (ssDNA) libraries have been shown to enrich shorter and more degraded DNA fragments than double-stranded DNA (dsDNA) libraries. OBJECTIVE In this study, we evaluated whether ssDNA libraries captured more circulating tumor DNA (ctDNA) in plasma cell-free DNA (cfDNA). METHODS We prepared dsDNA, ssDNA and pure-ssDNA (capture the preexisting ssDNA) libraries using ten plasma cfDNA samples. After low-pass whole genome sequencing, we calculated a duplicate rate to estimate library complexity and compared the library insert sizes between the different library methods. Finally, we estimated the ctDNA content and plasma genomic abnormality (PGA) score, an indicator of ctDNA burden. RESULTS 27 libraries were prepared and sequenced from the ten cfDNA samples. The duplicate rate in the ssDNA and pure-ssDNA libraries was significantly lower than in the dsDNA libraries (p < 0.001 and p < 0.01, respectively). ctDNA content and PGA scores were consistently higher in the ssDNA and pure-ssDNA libraries than in the matched dsDNA libraries (p < 0.005). The higher ctDNA content in ssDNA libraries was associated with smaller library insert size. CONCLUSIONS ssDNA libraries preserve more diversity and capture more ctDNA than dsDNA libraries. The ssDNA library method is preferred when performing genomic analysis of ctDNA.
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49
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Koçana CÇ, Toprak SF, Sözer S. Extracellular genetic materials and their application in clinical practice. Cancer Genet 2020; 252-253:48-63. [PMID: 33387935 DOI: 10.1016/j.cancergen.2020.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 11/12/2020] [Accepted: 12/20/2020] [Indexed: 11/20/2022]
Abstract
This study reviews the possible origins, functional roles, and diagnostic applications of 'extracellular genetic material' (EGM), a novel term introduced to cover DNA, RNA, and DNA/RNA-related molecules released from all types of cells into the extracellular region. The literature on EGMs shows them to play a dual role in diverse, fine-tuning mechanisms involved in both homeostasis and pathological events, including cancerogenesis and genometastasis. Recent developments in the next-generation technology have provided successful applications of low quantities of genomic materials into the diagnostic field, yielding high sensitivity and specificity in test results. Also, the successful application of EGMs into diagnostics has afforded promising outcomes for researchers and clinicians. This study of EGM provides a deeper understanding of the subject as an area of interest, especially cell-free DNA, aiming toward the eventual development of new therapeutic applications and diagnostic strategies.
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Affiliation(s)
- Cemal Çağıl Koçana
- Department of Genetic, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Selin Fulya Toprak
- Department of Genetic, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Selçuk Sözer
- Department of Genetic, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey.
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50
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Bronkhorst AJ, Ungerer V, Diehl F, Anker P, Dor Y, Fleischhacker M, Gahan PB, Hui L, Holdenrieder S, Thierry AR. Towards systematic nomenclature for cell-free DNA. Hum Genet 2020; 140:565-578. [PMID: 33123832 PMCID: PMC7981329 DOI: 10.1007/s00439-020-02227-2] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 10/09/2020] [Indexed: 02/06/2023]
Abstract
Cell-free DNA (cfDNA) has become widely recognized as a promising candidate biomarker for minimally invasive characterization of various genomic disorders and other clinical scenarios. However, among the obstacles that currently challenge the general progression of the research field, there remains an unmet need for unambiguous universal cfDNA nomenclature. To address this shortcoming, we classify in this report the different types of cfDNA molecules that occur in the human body based on its origin, genetic traits, and locality. We proceed by assigning existing terms to each of these cfDNA subtypes, while proposing new terms and abbreviations where clarity is lacking and more precise stratification would be beneficial. We then suggest the proper usage of these terms within different contexts and scenarios, focusing mainly on the nomenclature as it relates to the domains of oncology, prenatal testing, and post-transplant surgery surveillance. We hope that these recommendations will serve as useful considerations towards the establishment of universal cfDNA nomenclature in the future. In addition, it is conceivable that many of these recommendations can be transposed to cell-free RNA nomenclature by simply exchanging “DNA” with “RNA” in each acronym/abbreviation. Similarly, when describing DNA and RNA collectively, the suffix can be replaced with “NAs” to indicate nucleic acids.
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Affiliation(s)
- Abel J Bronkhorst
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Lazarettstraße 36, 80636, Munich, Germany
| | - Vida Ungerer
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Lazarettstraße 36, 80636, Munich, Germany
| | - Frank Diehl
- Thrive Earlier Detection Corp., Cambridge, MA, USA
| | - Philippe Anker
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier, France
- INSERM, U1194, Montpellier, France
- University of Montpellier, Montpellier, France
| | - Yuval Dor
- Department of Developmental Biology and Cancer Research, The Hebrew University-Hadassah Medical School, 91120, Jerusalem, Israel
| | - Michael Fleischhacker
- DRK Kliniken Berlin Mitte, Klinik für Innere Medizin, Pneumologie und Schlafmedizin, Drontheimer Str. 39-40, 13359, Berlin, Germany
| | - Peter B Gahan
- Fondazione "Enrico Puccinelli" Onlus, 06126, Perugia, Italy
| | - Lisa Hui
- Reproductive Epidemiology Group, Murdoch Children's Research Institute, Parkville, VIC, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, VIC, Australia
- Department of Perinatal Medicine, Mercy Hospital for Women, Heidelberg, VIC, Australia
- Department of Obstetrics and Gynaecology, The Northern Hospital, Epping, VIC, Australia
| | - Stefan Holdenrieder
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Lazarettstraße 36, 80636, Munich, Germany
| | - Alain R Thierry
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier, France.
- INSERM, U1194, Montpellier, France.
- University of Montpellier, Montpellier, France.
- ICM, Regional Institute of Cancer of Montpellier, Montpellier, France.
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