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Pazdirek F, Minarik M, Benesova L, Halkova T, Belsanova B, Macek M, Stepanek L, Hoch J. Monitoring of Early Changes of Circulating Tumor DNA in the Plasma of Rectal Cancer Patients Receiving Neoadjuvant Concomitant Chemoradiotherapy: Evaluation for Prognosis and Prediction of Therapeutic Response. Front Oncol 2020; 10:1028. [PMID: 32793464 PMCID: PMC7394215 DOI: 10.3389/fonc.2020.01028] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 05/22/2020] [Indexed: 12/13/2022] Open
Abstract
Introduction: Patients with locally advanced rectal cancer (LARC) are undergoing neoadjuvant chemoradiotherapy (NCRT) prior to surgery. Although in some patients the NCRT is known to prevent local recurrence, it is also accompanied by side effects. Accordingly, there is an unmet need to identify predictive markers allowing to identify non-responders to avoid its adverse effects. We monitored circulating tumor DNA (ctDNA) as a potential liquid biopsy-based biomarker. We have investigated ctDNA changes plasma during the early days of NCRT and its relationship to the overall therapy outcome. Methods and Patients: The studied cohort included 36 LARC patients (stage II or III) undergoing NCRT with subsequent surgical treatment. We have detected somatic mutations in tissue biopsies taken during endoscopic examination prior to the therapy. CtDNA was extracted from patient plasma samples prior to therapy and at the end of the first week. In order to optimize the analytical costs of liquid-biopsy testing, we have utilized a two-level approach in which first a low-cost detection method of denaturing capillary electrophoresis was used followed by examination of initially negative samples by a high-sensitivity BEAMING assay. The ctDNA was related to clinical parameters including tumor regression grade (TRG) and TNM tumor staging. Results: We have detected a somatic mutation in 33 out of 36 patients (91.7%). Seven patients (7/33, 21.2%) had ctDNA present prior to therapy. The ctDNA positivity before treatment reduced post-operative disease-free survival and overall survival by an average of 1.47 and 1.41 years, respectively (p = 0.015, and p = 0.010). In all patients, ctDNA was strongly reduced or completely eliminated from plasma by the end of the first week of NCRT, with no correlation to any of the parameters analyzed. Conclusions: The baseline ctDNA presence represented a statistically significant negative prognostic biomarker for the overall patient survival. As ctDNA was reduced indiscriminately from circulation of all patients, dynamics during the first week of NCRT is not suited for predicting the outcome of LARC. However, the general effect of rapid ctDNA disappearance apparently occurring during the initial days of NCRT is noteworthy and should further be studied.
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Affiliation(s)
- Filip Pazdirek
- Department of Surgery, 2nd Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czechia
| | - Marek Minarik
- Department of Surgery, 2nd Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czechia.,Elphogene, Prague, Czechia
| | - Lucie Benesova
- Center for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Prague, Czechia
| | - Tereza Halkova
- Center for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Prague, Czechia
| | | | - Milan Macek
- Department of Biology and Medical Genetics, 2nd Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czechia
| | - Lubomír Stepanek
- Institute of Biophysics and Informatics, 1st Faculty of Medicine, Charles University, Prague, Czechia
| | - Jiri Hoch
- Department of Surgery, 2nd Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czechia
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Benesova L, Belsanova B, Kramar F, Halkova T, Benes V, Minarik M. Application of denaturing capillary electrophoresis for the detection of prognostic mutations in isocitrate dehydrogenase 1 and isocitrate dehydrogenase 2 genes in brain tumors. J Sep Sci 2018; 41:2819-2827. [PMID: 29791066 DOI: 10.1002/jssc.201701473] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Revised: 04/19/2018] [Accepted: 04/19/2018] [Indexed: 12/12/2022]
Abstract
Malignant transformation in gliomas is frequently supplemented by somatic mutations in isocitrate dehydrogenase 1 and isocitrate dehydrogenase 2 genes. It has recently emerged that mutations in these genes are associated with prolonged survival and should be used as prognostic factor in management of brain cancer patients. There are several approaches in use for the detection of isocitrate dehydrogenase 1 and 2 mutations; however, these often exhibit shortcomings such as convoluted protocols with long processing time, complex (and costly) dedicated fluorescent probes, and/or demand on amounts of input DNA. Therefore, a simple and rapid method would be highly desired. Here, we present development and validation of simple and reliable isocitrate dehydrogenase 1 and 2 mutation detection assay using denaturing capillary electrophoresis. The detection sensitivity in terms of the limiting mutated allele fraction detectable estimated from a series of dilution runs was 2.9%. The method was validated by comparing to results obtained by a widely accepted detection technique, the multiplex ligation-dependent probe amplification, on a set of 85 brain tumors. The concordance of both methods was 100%, but denaturing capillary electrophoresis assay required fivefold lower input of DNA (1 versus 5 μL of DNA at concentrations typically between 10 and 30 ng/μL).
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Affiliation(s)
- Lucie Benesova
- Center for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Prague, Czech Republic
| | - Barbora Belsanova
- Center for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Prague, Czech Republic
| | - Filip Kramar
- Department of Neurosurgery, First Faculty of Medicine, Military University Hospital and Charles University, Prague, Czech Republic
| | - Tereza Halkova
- Center for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Prague, Czech Republic
| | - Vladimir Benes
- Department of Neurosurgery, First Faculty of Medicine, Military University Hospital and Charles University, Prague, Czech Republic
| | - Marek Minarik
- Center for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Prague, Czech Republic.,Department of Analytical Chemistry, Faculty of Science, Charles University, Prague, Czech Republic
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Curila K, Benesova L, Tomasov P, Belsanova B, Widimsky P, Minarik M, Zemanek D, Veselka J, Gregor P. Variants in miRNA regulating cardiac growth are not a common cause of hypertrophic cardiomyopathy. Cardiology 2015; 130:137-42. [PMID: 25633875 DOI: 10.1159/000369247] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Accepted: 10/15/2014] [Indexed: 11/19/2022]
Abstract
OBJECTIVES A substantial proportion of patients with hypertrophic cardiomyopathy (HCM) do not have causative mutations in the genes for heart sarcomere. The purpose of this study was to evaluate the association between microRNA (miRNA) sequence variants and HCM. METHODS We performed genetic testing on 56 HCM patients who had previously been found to be negative for mutations in the 4 major genes for sarcomeric proteins. The coding and adjacent regions (120-220 nt) of selected miRNAs were analyzed for the presence of sequence variants. The testing was based on PCR amplification of DNA-encoding miRNAs and subsequent denaturing capillary electrophoresis. RESULTS A total of 3 different variants were detected in the 11 selected miRNAs. These included polymorphisms rs45489294 in miRNA 208b, rs13136737 in miRNA 367 and rs9989532 in miRNA 1-2. In the patient group, the most frequent polymorphism was in miRNA 208b (10 times) followed by miRNA 367 (7 times). Both polymorphisms were found to occur with similar frequencies in the group of healthy controls. The remaining detected variant was not present in the control group, but was not connected with the HCM phenotype in the children of the probands. CONCLUSION Sequence variants in miRNAs of patients with HCM are not frequent and the contribution of these variants to the development of this disease was not demonstrated.
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Affiliation(s)
- Karol Curila
- Cardiocenter, Department of Cardiology, 3rd Faculty of Medicine, Charles University and University Hospital Kralovske Vinohrady, Prague, Czech Republic
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Avital I, Langan RC, Summers TA, Steele SR, Waldman SA, Backman V, Yee J, Nissan A, Young P, Womeldorph C, Mancusco P, Mueller R, Noto K, Grundfest W, Bilchik AJ, Protic M, Daumer M, Eberhardt J, Man YG, Brücher BL, Stojadinovic A. Evidence-based Guidelines for Precision Risk Stratification-Based Screening (PRSBS) for Colorectal Cancer: Lessons learned from the US Armed Forces: Consensus and Future Directions. J Cancer 2013; 4:172-92. [PMID: 23459409 PMCID: PMC3584831 DOI: 10.7150/jca.5834] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2013] [Accepted: 02/01/2013] [Indexed: 12/16/2022] Open
Abstract
Colorectal cancer (CRC) is the third most common cause of cancer-related death in the United States (U.S.), with estimates of 143,460 new cases and 51,690 deaths for the year 2012. Numerous organizations have published guidelines for CRC screening; however, these numerical estimates of incidence and disease-specific mortality have remained stable from years prior. Technological, genetic profiling, molecular and surgical advances in our modern era should allow us to improve risk stratification of patients with CRC and identify those who may benefit from preventive measures, early aggressive treatment, alternative treatment strategies, and/or frequent surveillance for the early detection of disease recurrence. To better negotiate future economic constraints and enhance patient outcomes, ultimately, we propose to apply the principals of personalized and precise cancer care to risk-stratify patients for CRC screening (Precision Risk Stratification-Based Screening, PRSBS). We believe that genetic, molecular, ethnic and socioeconomic disparities impact oncological outcomes in general, those related to CRC, in particular. This document highlights evidence-based screening recommendations and risk stratification methods in response to our CRC working group private-public consensus meeting held in March 2012. Our aim was to address how we could improve CRC risk stratification-based screening, and to provide a vision for the future to achieving superior survival rates for patients diagnosed with CRC.
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Affiliation(s)
- Itzhak Avital
- 1. Bon Secours Cancer Institute, Richmond VA ; 2. Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD ; 3. United States Military Cancer Institute, Bethesda, MD ; 4. INCORE, International Consortium of Research Excellence of the Theodor-Billroth-Academy, Munich, Germany
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Minarik M, Kopeckova M, Gassman M, Osmancik P, Benesova L. Rapid testing of clopidogrel resistance by genotyping of CYP2C19 and CYP2C9 polymorphisms using denaturing on-chip capillary electrophoresis. Electrophoresis 2012; 33:1306-10. [PMID: 22589111 DOI: 10.1002/elps.201100457] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Antiplatelet therapy is a cornerstone of cardiovascular treatment in patients with coronary artery disease and after myocardial infarction. Clopidogrel has become a popular antiplatelet agent due to its fast action and low frequency of adverse effects. Kinetics of clopidogrel metabolism is driven by enzymatic activity of the Cytochrome P450 system. Genotyping of CYP2C19 and CYP2C9 polymorphisms allows to identify slow metabolizers showing resistance to clopidogrel therapy. Today, a number of PCR-based techniques for single nucleotide polymorphism genotyping directed at clopidogrel resistance polymorphisms are in use. Here, we describe a new alternative genotyping approach combining the separation power of denaturing capillary electrophoresis with the analysis speed and ease of use of Bioanalyzer chipCE platform. Using an upgraded heater control, we present an optimization for allele separation of CYP2C19 I331V, CYP2C9 R144C, and CYP2C9 I359L polymorphisms employing run temperatures of up to 55°C. We demonstrate rapid and accessible approach to reproducible clopidogrel resistance with feasibility and low cost.
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Affiliation(s)
- Marek Minarik
- Center for Applied Genomics of Solid Tumors, Genomac Research Institute, Prague, Czech Republic.
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Benesova L, Belsanova B, Suchanek S, Kopeckova M, Minarikova P, Lipska L, Levy M, Visokai V, Zavoral M, Minarik M. Mutation-based detection and monitoring of cell-free tumor DNA in peripheral blood of cancer patients. Anal Biochem 2012; 433:227-34. [PMID: 22750103 DOI: 10.1016/j.ab.2012.06.018] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2012] [Revised: 06/15/2012] [Accepted: 06/20/2012] [Indexed: 12/18/2022]
Abstract
Prognosis of solid cancers is generally more favorable if the disease is treated early and efficiently. A key to long cancer survival is in radical surgical therapy directed at the primary tumor followed by early detection of possible progression, with swift application of subsequent therapeutic intervention reducing the risk of disease generalization. The conventional follow-up care is based on regular observation of tumor markers in combination with computed tomography/endoscopic ultrasound/magnetic resonance/positron emission tomography imaging to monitor potential tumor progression. A recent development in methodologies allowing screening for a presence of cell-free DNA (cfDNA) brings a new viable tool in early detection and management of major cancers. It is believed that cfDNA is released from tumors primarily due to necrotization, whereas the origin of nontumorous cfDNA is mostly apoptotic. The process of cfDNA detection starts with proper collection and treatment of blood and isolation and storage of blood plasma. The next important steps include cfDNA extraction from plasma and its detection and/or quantification. To distinguish tumor cfDNA from nontumorous cfDNA, specific somatic DNA mutations, previously localized in the primary tumor tissue, are identified in the extracted cfDNA. Apart from conventional mutation detection approaches, several dedicated techniques have been presented to detect low levels of cfDNA in an excess of nontumorous (nonmutated) DNA, including real-time polymerase chain reaction (PCR), "BEAMing" (beads, emulsion, amplification, and magnetics), and denaturing capillary electrophoresis. Techniques to facilitate the mutant detection, such as mutant-enriched PCR and COLD-PCR (coamplification at lower denaturation temperature PCR), are also applicable. Finally, a number of newly developed miniaturized approaches, such as single-molecule sequencing, are promising for the future.
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Affiliation(s)
- L Benesova
- Laboratory of Molecular Genetics and Oncology, Genomac Research Institute, 155 41 Prague, Czech Republic
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Clinical relevance of KRAS in human cancers. J Biomed Biotechnol 2010; 2010:150960. [PMID: 20617134 PMCID: PMC2896632 DOI: 10.1155/2010/150960] [Citation(s) in RCA: 198] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2009] [Revised: 02/22/2010] [Accepted: 03/09/2010] [Indexed: 12/18/2022] Open
Abstract
The KRAS gene (Ki-ras2 Kirsten rat sarcoma viral oncogene homolog) is an oncogene that encodes a small GTPase transductor protein called KRAS. KRAS is involved in the regulation of cell division as a result of its ability to relay external signals to the cell nucleus. Activating mutations in the KRAS gene impair the ability of the KRAS protein to switch between active and inactive states, leading to cell transformation and increased resistance to chemotherapy and biological therapies targeting epidermal growth factor receptors. This review highlights some of the features of the KRAS gene and the KRAS protein and summarizes current knowledge of the mechanism of KRAS gene regulation. It also underlines the importance of activating mutations in the KRAS gene in relation to carcinogenesis and their importance as diagnostic biomarkers, providing clues regarding human cancer patients' prognosis and indicating potential therapeutic approaches.
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Affiliation(s)
- Karel Klepárník
- Institute of Analytical Chemistry, Academy of Sciences of the Czech Republic, Veveří 97, CZ-602 00 Brno, Czech Republic
| | - Petr Boček
- Institute of Analytical Chemistry, Academy of Sciences of the Czech Republic, Veveří 97, CZ-602 00 Brno, Czech Republic
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Salek C, Benesova L, Zavoral M, Nosek V, Kasperova L, Ryska M, Strnad R, Traboulsi E, Minarik M. Evaluation of clinical relevance of examining K-ras, p16 and p53 mutations along with allelic losses at 9p and 18q in EUS-guided fine needle aspiration samples of patients with chronic pancreatitis and pancreatic cancer. World J Gastroenterol 2007; 13:3714-20. [PMID: 17659731 PMCID: PMC4250643 DOI: 10.3748/wjg.v13.i27.3714] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To establish an optimum combination of molecular markers resulting in best overall diagnostic sensitivity and specificity for evaluation of suspicious pancreatic mass.
METHODS: Endoscopic ultrasound (EUS)-guided fine needle aspiration cytology (FNA) was performed on 101 consecutive patients (63 males, 38 females, 60 ± 12 years; 81 with subsequently diagnosed pancreatic cancer, 20 with chronic pancreatitis) with focal pancreatic mass. Samples were evaluated on-site by an experienced cytopathologist. DNA was extracted from Giemsa stained cells selected by laser microdissection and the presence of K-ras, p53 and p16 somatic mutations was tested by cycling-gradient capillary electrophoresis (CGCE) and single-strand conformation polymorphism (SSCP) techniques. In addition, allelic losses of tumor suppressor genes p16 (INK4, CDKN2A) and DPC4 (MADH4, SMAD4) were detected by monitoring the loss of heterozygosity (LOH) at 9p and 18q, respectively.
RESULTS: Sensitivity and specificity of EUS-guided FNA were 75% and 85%, positive and negative predictive value reached 100%. The remaining 26% samples were assigned as inconclusive. Testing of molecular markers revealed sensitivity and specificity of 70% and 100% for K-ras mutations (P < 0.001), 24% and 90% for p53 mutations (NS), 13% and 100% for p16 mutations (NS), 85% and 64% for allelic losses at 9p (P < 0.001) and 78% and 57% for allelic losses at 18q (P < 0.05). When tests for different molecular markers were combined, the best results were obtained with K-ras + LOH at 9p (92% and 64%, P < 0.001), K-ras + LOH at 18q (92% and 57%, P < 0.001), and K-ras + LOH 9q + LOH 18q (96% and 43%, P < 0.001). When the molecular markers were used as complements to FNA cytology to evaluate inconclusive samples only, the overall sensitivity of cancer detection was 100% in all patients enrolled in the study.
CONCLUSION: EUS-guided FNA cytology combined with screening of K-ras mutations and allelic losses of tumor suppressors p16 and DPC4 represents a very sensitive approach in screening for pancreatic malignancy. Molecular markers may find its use particularly in cases where FNA cytology has been inconclusive.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/genetics
- Biopsy, Fine-Needle/methods
- Chromosomes, Human, Pair 18
- Chromosomes, Human, Pair 9
- Cyclin-Dependent Kinase Inhibitor p16/genetics
- Electrophoresis, Capillary
- Endosonography
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Loss of Heterozygosity
- Male
- Middle Aged
- Molecular Diagnostic Techniques
- Mutation
- Pancreatic Neoplasms/diagnosis
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/pathology
- Pancreatitis, Chronic/diagnosis
- Pancreatitis, Chronic/genetics
- Pancreatitis, Chronic/pathology
- Polymorphism, Single-Stranded Conformational
- Predictive Value of Tests
- Proto-Oncogene Proteins p21(ras)/genetics
- Sensitivity and Specificity
- Smad4 Protein/genetics
- Tumor Suppressor Protein p53/genetics
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Affiliation(s)
- C Salek
- Laboratory for Molecular Genetics and Oncology, Genomac International Ltd., Bavorska 856, 15541 Prague 5, Czech Republic
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Minarik M, Benesova L, Fantova L, Horacek J, Heracek J, Loukola A. Parallel optimization and genotyping of multiple single-nucleotide polymorphism markers by sample pooling approach using cycling-gradient CE with multiple injections. Electrophoresis 2006; 27:3856-63. [PMID: 16972303 DOI: 10.1002/elps.200600289] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Increasing importance of single-nucleotide polymorphisms (SNPs) in determination of disease susceptibility or in prediction of therapy response brings attention of many molecular diagnostic laboratories to simple and low-cost SNP genotyping methodologies. We have recently introduced a mutation detection technique based on analysis of homo- and heteroduplex PCR fragments resolved in cycling temperature gradient conditions on a conventional multicapillary-array DNA sequencer. The main advantage of this technique is in its simplicity with no requirement for sample cleanup prior to the analysis. In this report we present a practical application of the technology for genotyping of SNP markers in two separate clinical projects resulting in a combined set of 44 markers screened in over 500 patients. Initially, a design of PCR primers and conditions was performed for each SNP marker. Then, optimization of CE running conditions (limited just to the proper selection of temperature cycling) was performed on pools of 20 DNA samples to increase the probability of having each of the two allele types represented in the sample. After selecting the optimum conditions, screening of markers in patients was performed using a multiple-injection approach for further acceleration of the sample throughput. The rate of successful optimization of experimental conditions without any pre-selection based on the SNP sequence or melting characteristics was 80% from the initial SNP marker candidates. By studying the failed markers, we attempt to identify critical factors enabling successful typing. The presented technique is very useful for low to medium sized SNP genotyping projects mostly applied in pharmacogenomic research as well as in clinical diagnostics. The main advantages include low cost, simple setup and validation of SNP markers.
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Affiliation(s)
- Marek Minarik
- Genomac International, Laboratory for Molecular Genetics, Prague, Czech Republic.
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