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Valcz G, Buzás EI, Gatenby RA, Újvári B, Molnár B. Small extracellular vesicles from surviving cancer cells as multiparametric monitoring tools of measurable residual disease and therapeutic efficiency. Biochim Biophys Acta Rev Cancer 2024; 1879:189088. [PMID: 38387823 DOI: 10.1016/j.bbcan.2024.189088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 12/13/2023] [Accepted: 02/18/2024] [Indexed: 02/24/2024]
Abstract
Although conventional anti-cancer therapies remove most cells of the tumor mass, small surviving populations may evolve adaptive resistance strategies, which lead to treatment failure. The size of the resistant population initially may not reach the threshold of clinical detection (designated as measurable residual disease/MRD) thus, its investigation requires highly sensitive and specific methods. Here, we discuss that the specific molecular fingerprint of tumor-derived small extracellular vesicles (sEVs) is suitable for longitudinal monitoring of MRD. Furthermore, we present a concept that exploiting the multiparametric nature of sEVs may help early detection of recurrence and the design of dynamic, evolution-adjusted treatments.
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Affiliation(s)
- Gábor Valcz
- HUN-REN-SU Translational Extracellular Vesicle Research Group, Budapest, Hungary; Department of Image Analysis, 3DHISTECH Ltd, Budapest, Hungary.
| | - Edit I Buzás
- HUN-REN-SU Translational Extracellular Vesicle Research Group, Budapest, Hungary; Institute of Genetics, Cell- and Immunobiology, Semmelweis University, Budapest, Hungary; HCEMM-SU Extracellular Vesicles Research Group, Budapest, Hungary
| | - Robert A Gatenby
- Cancer Biology and Evolution Program, Moffitt Cancer Center, Tampa, FL, USA
| | - Beáta Újvári
- School of Life and Environmental Sciences, Deakin University, Waurn Ponds, VIC, Australia
| | - Béla Molnár
- Department of Image Analysis, 3DHISTECH Ltd, Budapest, Hungary; Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
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2
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Grózner D, Kreizinger Z, Mitter A, Bekő K, Buni D, Kovács ÁB, Wehmann E, Nagy EZ, Dobos Á, Dán Á, Belecz N, Költő K, Hrivnák V, Udvari L, Földi D, Czifra G, Kiss M, Spitzmüller L, Molnár B, Gyuranecz M. Evaluating the dynamics and efficacy of a live, attenuated Mycoplasma anserisalpingitidis vaccine candidate under farm conditions. Avian Pathol 2024:1-7. [PMID: 38353105 DOI: 10.1080/03079457.2024.2318006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/08/2024] [Indexed: 02/27/2024]
Abstract
The aim of the present study was to monitor the dynamics and to measure the safety and efficacy of a live, attenuated, thermosensitive Mycoplasma anserisalpingitidis vaccine candidate, namely MA271, in geese breeder flocks under field conditions. Two rearing flocks were vaccinated with MA271 at 4 weeks of age and boosted at 24 weeks of age by cloaca inoculation (1 ml) and eye-dropping (60 µl). The geese then were transported to multi-aged breeding farms. Two breeding flocks served as controls. Colonization of the cloaca by MA271 showed 75% maximum prevalence between 4 and 6 weeks after the first vaccination. Then the prevalence decreased to 25% until the cooler, humid fall months which coincided with the booster vaccination. Boosting raised cloacal colonization to 100%. No clinical signs were observed in the vaccinated birds. After transportation to five multi-aged breeding farms, the wild-type strain appeared as well as MA271 in three flocks. In one flock, the wild-type strain completely displaced MA271, while in one flock only MA271 was detected. Only wild-type strains were detected in the control flocks; however, due to an HPAI outbreak, both flocks were exterminated before the end of the study. Based on the available data, the median percentage of infertile eggs was 3.7-5.1% in the MA271 vaccinated flocks, and 7.7% in the non-vaccinated flock. In conclusion, MA271 can colonize the cloaca of geese under field conditions. MA271 proved to be safe and presumably protects against M. anserisalpingitidis-induced reproduction losses.
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Affiliation(s)
- Dénes Grózner
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Zsuzsa Kreizinger
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
- MolliScience Kft., Biatorbágy, Hungary
| | - Alexa Mitter
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
| | - Katinka Bekő
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Dominika Buni
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Áron B Kovács
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Enikő Wehmann
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Eszter Zsófia Nagy
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | | | - Ádám Dán
- SCG Diagnosztika Kft., Délegyháza, Hungary
| | - Nikolett Belecz
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Karola Költő
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Veronika Hrivnák
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - Lilla Udvari
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
| | - Dorottya Földi
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
| | - György Czifra
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
| | | | | | | | - Miklós Gyuranecz
- HUN-REN Veterinary Medical Research Institute, Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, Budapest, Hungary
- MolliScience Kft., Biatorbágy, Hungary
- Department of Microbiology and Infectious Diseases, University of Veterinary Medicine, Budapest, Hungary
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Küttel D, Kovács L, Szölgyén Á, Paulik R, Jónás V, Kozlovszky M, Molnár B. Artifact Augmentation for Enhanced Tissue Detection in Microscope Scanner Systems. Sensors (Basel) 2023; 23:9243. [PMID: 38005629 PMCID: PMC10675542 DOI: 10.3390/s23229243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 11/10/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023]
Abstract
As the field of routine pathology transitions into the digital realm, there is a surging demand for the full automation of microscope scanners, aiming to expedite the process of digitizing tissue samples, and consequently, enhancing the efficiency of case diagnoses. The key to achieving seamless automatic imaging lies in the precise detection and segmentation of tissue sample regions on the glass slides. State-of-the-art approaches for this task lean heavily on deep learning techniques, particularly U-Net convolutional neural networks. However, since samples can be highly diverse and prepared in various ways, it is almost impossible to be fully prepared for and cover every scenario with training data. We propose a data augmentation step that allows artificially modifying the training data by extending some artifact features of the available data to the rest of the dataset. This procedure can be used to generate images that can be considered synthetic. These artifacts could include felt pen markings, speckles of dirt, residual bubbles in covering glue, or stains. The proposed approach achieved a 1-6% improvement for these samples according to the F1 Score metric.
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Affiliation(s)
- Dániel Küttel
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
- John von Neumann Faculty of Informatics, Óbuda University, 1034 Budapest, Hungary
| | - László Kovács
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
| | - Ákos Szölgyén
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
| | - Róbert Paulik
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
| | - Viktor Jónás
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
| | - Miklós Kozlovszky
- John von Neumann Faculty of Informatics, Óbuda University, 1034 Budapest, Hungary
- Medical Device Research Group, LPDS, Institute for Computer Science and Control, Hungarian Academy of Sciences (SZTAKI), 1111 Budapest, Hungary
| | - Béla Molnár
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
- 2nd Department of Internal Medicine, Semmelweis University, 1088 Budapest, Hungary
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4
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Rebenku I, Bartha FA, Katona T, Zsebik B, Antalffy G, Takács L, Molnár B, Vereb G. Taking molecular pathology to the next level: Whole slide multicolor confocal imaging with the Pannoramic Confocal digital pathology scanner. Cytometry A 2023; 103:198-207. [PMID: 35880846 DOI: 10.1002/cyto.a.24675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 07/09/2022] [Accepted: 07/21/2022] [Indexed: 11/08/2022]
Abstract
The emergence and fast advance of digital pathology allows the acquisition, digital storage, interactive recall and analysis of morphology at the tissue level. When applying immunohistochemistry, it also affords the correlation of morphology with the expression of one or two specific molecule of interest. The rise of fluorescence pathology scanners expands the number of detected molecules based on multiplex labeling. The Pannoramic Confocal (created by 3DHistech, Hungary) is a first-of-the-kind digital pathology scanner that affords not only multiplexed fluorescent detection on top of conventional transmission imaging, but also confocality. We have benchmarked this scanner in terms of stability, precision, light efficiency, linearity and sensitivity. X-Y stability and relocalisation precision were well below resolution limit (≤50 nm). Light throughput in confocal mode was 4-5 times higher than that of a point scanning confocal microscope, yielding similar calculated confocal intensities but with the potential for improving signal to noise ratio or scan speed. Response was linear with R2 ≥ 0.9996. Calibrated measurements showed that using indirect labeling ≥2000 molecules per cell could be well detected and imaged on the cell surface. Both standard-based and statistical post-acquisition flatfield corrections are implemented. We have also measured the point spread function (PSF) of the instrument. The dimensions of the PSF are somewhat larger and less symmetric than of the theoretical PSF of a conventional CLSM, however, the spatial homogeneity of these parameters allows for obtaining a specific system PSF for each optical path and using it for optional on-the-fly deconvolution. In conclusion, the Pannoramic Confocal provides sensitive, quantitative widefield and confocal detection of multiplexed fluorescence signals, with optical sectioning and 3D reconstruction, in addition to brightfield transmission imaging. High speed scanning of large samples, analysis of tissue heterogeneity, and detection of rare events open up new ways for quantitatively analyzing tissue sections, organoid cultures or large numbers of adherent cells.
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Affiliation(s)
- István Rebenku
- Department of Biophysics and Cell Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- ELKH-DE Cell Biology and Signaling Research Group, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | | | - Tamás Katona
- Department of Biophysics and Cell Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- Department of Data Science and Visualization, Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - Barbara Zsebik
- Department of Biophysics and Cell Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- ELKH-DE Cell Biology and Signaling Research Group, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- Department of Biopharmacy, Faculty of Pharmacy, University of Debrecen, Debrecen, Hungary
| | | | - Lili Takács
- Department of Ophthalmology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Béla Molnár
- 3DHISTECH Ltd., Budapest, Hungary
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
| | - György Vereb
- Department of Biophysics and Cell Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- ELKH-DE Cell Biology and Signaling Research Group, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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Lukács N, Decsov KE, Molnár B, Ronkay F, Bordácsné Bocz K. Increased processing temperature assisted reactive toughening of poly(lactic acid). EXPRESS POLYM LETT 2023. [DOI: 10.3144/expresspolymlett.2023.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
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6
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Szigeti KA, Barták BK, Nagy ZB, Zsigrai S, Papp M, Márkus E, Igaz P, Takács I, Molnár B, Kalmár A. Methodological and Biological Factors Influencing Global DNA Methylation Results Measured by LINE-1 Pyrosequencing Assay in Colorectal Tissue and Liquid Biopsy Samples. Int J Mol Sci 2022; 23:ijms231911608. [PMID: 36232908 PMCID: PMC9569782 DOI: 10.3390/ijms231911608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/22/2022] [Accepted: 09/28/2022] [Indexed: 11/16/2022] Open
Abstract
Long interspersed nuclear element 1 (LINE-1) bisulfite pyrosequencing is a widely used technique for genome-wide methylation analyses. We aimed to investigate the effects of experimental and biological factors on its results to improve the comparability. LINE-1 bisulfite pyrosequencing was performed on colorectal tissue (n = 222), buffy coat (n = 39), and plasma samples (n = 9) of healthy individuals and patients with colorectal tumors. Significantly altered methylation was observed between investigated LINE-1 CpG positions of non-tumorous tissues (p ≤ 0.01). Formalin-fixed, paraffin-embedded biopsies (73.0 ± 5.3%) resulted in lower methylation than fresh frozen samples (76.1 ± 2.8%) (p ≤ 0.01). DNA specimens after long-term storage showed higher methylation levels (+3.2%, p ≤ 0.01). In blood collection tubes with preservatives, cfDNA and buffy coat methylation significantly changed compared to K3EDTA tubes (p ≤ 0.05). Lower methylation was detected in older (>40 years, 76.8 ± 1.7%) vs. younger (78.1 ± 1.0%) female patients (p ≤ 0.05), and also in adenomatous tissues with MTHFR 677CT, or 1298AC mutations vs. wild-type (p ≤ 0.05) comparisons. Based on our findings, it is highly recommended to consider the application of standard DNA samples in the case of a possible clinical screening approach, as well as in experimental research studies.
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Affiliation(s)
- Krisztina A Szigeti
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
- Correspondence: ; Tel.: +36-1-459-1500
| | - Barbara K Barták
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
| | - Zsófia B Nagy
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
| | - Sára Zsigrai
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
| | - Márton Papp
- Centre for Bioinformatics, University of Veterinary Medicine Budapest, 1078 Budapest, Hungary
| | - Eszter Márkus
- Department of Anaesthesia and Intensive Care, Pest County Flor Ferenc Hospital, 2143 Kistarcsa, Hungary
| | - Peter Igaz
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, 1083 Budapest, Hungary
- Department of Endocrinology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
| | - István Takács
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
| | - Béla Molnár
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, 1083 Budapest, Hungary
| | - Alexandra Kalmár
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, 1083 Budapest, Hungary
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7
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Jónás VZ, Paulik R, Kozlovszky M, Molnár B. Calibration-Aimed Comparison of Image-Cytometry- and Flow-Cytometry-Based Approaches of Ploidy Analysis. Sensors (Basel) 2022; 22:6952. [PMID: 36146303 PMCID: PMC9502733 DOI: 10.3390/s22186952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 09/01/2022] [Accepted: 09/06/2022] [Indexed: 06/16/2023]
Abstract
Ploidy analysis is the fundamental method of measuring DNA content. For decades, the principal way of conducting ploidy analysis was through flow cytometry. A flow cytometer is a specialized tool for analyzing cells in a solution. This is convenient in laboratory environments, but prohibits measurement reproducibility and the complete detachment of sample preparation from data acquisition and analysis, which seems to have become paramount with the constant decrease in the number of pathologists per capita all over the globe. As more open computer-aided systems emerge in medicine, the demand for overcoming these shortcomings, and opening access to even more (and more flexible) options, has also emerged. Image-based analysis systems can provide an alternative to these types of workloads, placing the abovementioned problems in a different light. Flow cytometry data can be used as a reference for calibrating an image-based system. This article aims to show an approach to constructing an image-based solution for ploidy analysis, take measurements for a basic comparison of the data produced by the two methods, and produce a workflow with the ultimate goal of calibrating the image-based system.
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Affiliation(s)
| | - Róbert Paulik
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
| | - Miklós Kozlovszky
- Department of BioTech Research Center, Óbuda University, 1034 Budapest, Hungary
| | - Béla Molnár
- Image Analysis Department, 3DHISTECH Ltd., 1141 Budapest, Hungary
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Ronkay F, Molnár B, Szabó E, Marosi G, Bocz K. Water boosts reactive toughening of PET. Polym Degrad Stab 2022. [DOI: 10.1016/j.polymdegradstab.2022.110052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Molnár B, Aroca S, Dobos A, Orbán K, Szabó J, Windisch P, Stähli A, Sculean A. Treatment of multiple adjacent RT 1 gingival recessions with the modified coronally advanced tunnel (MCAT) technique and a collagen matrix or palatal connective tissue graft: 9-year results of a split-mouth randomized clinical trial. Clin Oral Investig 2022; 26:7135-7142. [PMID: 35994126 DOI: 10.1007/s00784-022-04674-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/10/2022] [Indexed: 11/24/2022]
Abstract
OBJECTIVES To evaluate t he long-term outcomes following treatment of RT 1 multiple adjacent gingival recessions (MAGR) using the modified coronally advanced tunnel (MCAT) with either a collagen matrix CM or a connective tissue graft (CTG). MATERIAL AND METHODS Sixteen of the original 22 subjects included in a randomized, controlled split-mouth clinical trial were available for the 9-year follow-up (114 sites). Recessions were randomly treated by means of MCAT + CM (test) or MCAT + CTG (control). Complete root coverage (CRC), mean root coverage (MRC), gingival recession depth (GRD), probing pocket depth (PD), keratinized tissue width (KTW), and thickness (KGT) were compared with baseline values and with the 12-month results. RESULTS After 9 years, CRC was observed in 2 patients, one in each group. At 9 years, MRC was 23.0 ± 44.5% in the test and 39.7 ± 35.1% in the control group (p = 0.179). The MRC reduction compared to 12 months was - 50.1 ± 47.0% and - 48.3 ± 37.7%, respectively. The upper jaw obtained 31.92 ± 43.0% of MRC for the test and 51.1 ± 27.8% for the control group (p = 0.111) compared to the lower jaw with 8.3 ± 46.9% and 20.7 ± 40.3%. KTW and KGT increased for both CM and CTG together from 2.0 ± 0.7 to 3.1 ± 1.0 mm (< 0.0001). There were no statistically significant changes in PD. CONCLUSION The present results indicate that (a) treatment of MAGR using MCAT in conjunction with either CM or CTG is likely to show a relapse over a period of 9 years, and (b) the outcomes obtained in maxillary areas seem to be more stable compared to the mandibular ones. CLINICAL RELEVANCE The mean root coverage at 12 months could not be fully maintained over 9 years. On a long-term basis, the results seem to be less stable in the mandible as compared to maxillary areas.
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Affiliation(s)
- B Molnár
- Department of Periodontology, Semmelweis University, Budapest, Hungary
| | - S Aroca
- Department of Periodontology, School of Dental Medicine, University of Bern, Bern, Switzerland
| | - A Dobos
- Department of Periodontology, Semmelweis University, Budapest, Hungary
| | - K Orbán
- Department of Periodontology, Semmelweis University, Budapest, Hungary
| | - J Szabó
- Department of Periodontology, Semmelweis University, Budapest, Hungary
| | - P Windisch
- Department of Periodontology, Semmelweis University, Budapest, Hungary
| | - A Stähli
- Department of Periodontology, School of Dental Medicine, University of Bern, Bern, Switzerland
| | - A Sculean
- Department of Periodontology, School of Dental Medicine, University of Bern, Bern, Switzerland.
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10
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Németh Z, Takács I, Molnár B. A DNS epigenetikai változásai és vizsgálati módszerei. Orv Hetil 2022; 163:1334-1344. [DOI: 10.1556/650.2022.32508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 04/22/2022] [Indexed: 11/21/2022]
Abstract
A humán DNS hordozza az emberi szervezet felépítéséhez és működéséhez szükséges
összes információt, a legtöbb betegség kialakulása azonban elsődlegesen mégsem a
genetikai anyagban rögzített információ változásának következménye. A mutációk
például csak a daganatok 5–10%-ában közvetlen okai a betegség kialakulásának. A
nukleotidszintű genetikai eltérések és strukturális variációk mellett a kromatin
térbeli formaváltozása is hozzájárul a fenotípus kialakulásához a génátíródás,
illetve a jelátviteli utak módosításán keresztül. Az emberi DNS epigenetikai
szabályozás révén folyamatos átrendeződésen megy át. Ilyenkor a DNS
nukleotidszekvenciája, információtartalma nem változik, hanem a szabályozó vagy
kódoló régió válik aktívvá vagy inaktívvá a mindenkori fiziológiás
szükségleteknek, életkori sajátosságoknak megfelelően. A DNS-nek ezt a
szabályozott átrendeződését „remodeling”-nek hívjuk. Ennek célja, hogy a
sejtekben mindig az aktuális működést biztosító fehérjéknek megfelelő
génszakaszok íródjanak át. Ez a működés azonban az életkor előrehaladtával
veszít hatékonyságából, és sok betegség kialakulása éppen az epigenetikai
szabályozás egyensúlyának megbomlására vezethető vissza. Az epigenetikai
változások vizsgálatára és mérésére több olyan régi és új elképzelés, illetve
módszer van, melyek diagnosztikus alkalmazása segítséget adhat a betegségek
korai előrejelzésében. Összefoglaló cikkünk az epigenetikai szabályozás
sokrétűségét kívánja bemutatni, rávilágítva egyes központi molekulák, hormonok
szerepére az öregedésben és az azzal összefüggő betegségek létrejöttében.
Emellett a legújabb epigenetikai vizsgálómódszerek – úgymint a
kromatin-immunprecipitáció (ChIP), a nyitott kromatinrészek feltérképezése, a
metiláltsági szint vizsgálata – lényegét is ismerteti, melyek alkalmasak
lehetnek a közeljövőben diagnosztikus módszerek kidolgozására is. Orv Hetil.
2022; 163(34): 1334–1344.
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Affiliation(s)
- Zsuzsanna Németh
- Semmelweis Egyetem, Általános Orvostudományi Kar, Belgyógyászati és Onkológiai Klinika Budapest, Korányi S. u. 2/a, 1083 Magyarország
| | - István Takács
- Semmelweis Egyetem, Általános Orvostudományi Kar, Belgyógyászati és Onkológiai Klinika Budapest, Korányi S. u. 2/a, 1083 Magyarország
| | - Béla Molnár
- Semmelweis Egyetem, Általános Orvostudományi Kar, Belgyógyászati és Onkológiai Klinika Budapest, Korányi S. u. 2/a, 1083 Magyarország
- Eötvös Loránd Kutatási Hálózat, Molekuláris Medicina Kutatócsoport Budapest Magyarország
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11
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Valcz G, Újvári B, Buzás EI, Krenács T, Spisák S, Kittel Á, Tulassay Z, Igaz P, Takács I, Molnár B. Small extracellular vesicle DNA-mediated horizontal gene transfer as a driving force for tumor evolution: Facts and riddles. Front Oncol 2022; 12:945376. [PMID: 36003770 PMCID: PMC9393732 DOI: 10.3389/fonc.2022.945376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 07/06/2022] [Indexed: 11/13/2022] Open
Abstract
The basis of the conventional gene-centric view on tumor evolution is that vertically inherited mutations largely define the properties of tumor cells. In recent years, however, accumulating evidence shows that both the tumor cells and their microenvironment may acquire external, non-vertically inherited genetic properties via horizontal gene transfer (HGT), particularly through small extracellular vesicles (sEVs). Many phases of sEV-mediated HGT have been described, such as DNA packaging into small vesicles, their release, uptake by recipient cells, and incorporation of sEV-DNA into the recipient genome to modify the phenotype and properties of cells. Recent techniques in sEV separation, genome sequencing and editing, as well as the identification of new secretion mechanisms, shed light on a number of additional details of this phenomenon. Here, we discuss the key features of this form of gene transfer and make an attempt to draw relevant conclusions on the contribution of HGT to tumor evolution.
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Affiliation(s)
- Gábor Valcz
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
- *Correspondence: Gábor Valcz,
| | - Beáta Újvári
- School of Life and Environmental Sciences, Centre for Integrative Ecology, Deakin University, Waurn Ponds, VIC, Australia
| | - Edit I. Buzás
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, Budapest, Hungary
- ELKH-SE Immune-Proteogenomics Extracellular Vesicle Research Group, Semmelweis University, Budapest, Hungary
- HCEMM-SU Extracellular Vesicle Research Group, Semmelweis University, Budapest, Hungary
| | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Sándor Spisák
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Ágnes Kittel
- Institute of Experimental Medicine, Eötvös Loránd Research Network, Budapest, Hungary
| | - Zsolt Tulassay
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
| | - Péter Igaz
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
- Department of Endocrinology, Semmelweis University, Budapest, Hungary
| | - István Takács
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Béla Molnár
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
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Kothalawala WJ, Barták BK, Nagy ZB, Zsigrai S, Szigeti KA, Valcz G, Takács I, Kalmár A, Molnár B. A Detailed Overview About the Single-Cell Analyses of Solid Tumors Focusing on Colorectal Cancer. Pathol Oncol Res 2022; 28:1610342. [PMID: 35928965 PMCID: PMC9344373 DOI: 10.3389/pore.2022.1610342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 06/15/2022] [Indexed: 11/21/2022]
Abstract
In recent years, the evolution of the molecular biological technical background led to the widespread application of single-cell sequencing, a versatile tool particularly useful in the investigation of tumor heterogeneity. Even 10 years ago the comprehensive characterization of colorectal cancers by The Cancer Genome Atlas was based on measurements of bulk samples. Nowadays, with single-cell approaches, tumor heterogeneity, the tumor microenvironment, and the interplay between tumor cells and their surroundings can be described in unprecedented detail. In this review article we aimed to emphasize the importance of single-cell analyses by presenting tumor heterogeneity and the limitations of conventional investigational approaches, followed by an overview of the whole single-cell analytic workflow from sample isolation to amplification, sequencing and bioinformatic analysis and a review of recent literature regarding the single-cell analysis of colorectal cancers.
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Affiliation(s)
- William J. Kothalawala
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
- *Correspondence: William J. Kothalawala,
| | - Barbara K. Barták
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Zsófia B. Nagy
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Sára Zsigrai
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Krisztina A. Szigeti
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Gábor Valcz
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
| | - István Takács
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Alexandra Kalmár
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
| | - Béla Molnár
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Group, Eötvös Loránd Research Network, Budapest, Hungary
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Szigeti KA, Kalmár A, Valcz G, Barták BK, Nagy Z, Zsigrai S, Felletár I, Patai ÁV, Micsik T, Papp M, Márkus E, Tulassay Z, Igaz P, Takács I, Molnár B. Abstract 3745: Global DNA hypomethylation can be linked to decreased methyl-donor content in colorectal cancer progression. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Reduction of global DNA methylation is a characteristic epigenetic alteration of various cancer types, including colorectal cancer. Abnormality of several factors, such as DNA methyltransferases (DNMT), demethylases, or deviation in methyl-donor (folate and S-adenosylmethionine) availability can contribute to the development of genome-wide hypomethylation. Detection of epigenetic changes as global DNA hypomethylation in cell-free DNA fraction obtained from blood samples can expand the opportunities for the early recognition of colorectal cancer. One of our main goals was the investigation of global DNA methylation patterns in tissue biopsies (n=183) and cell-free DNA fraction of blood samples (n=48) along the colorectal normal-adenoma-carcinoma sequence and in inflammatory bowel disease. Moreover, we aimed to explore possible underlying mechanisms of genome-wide hypomethylation formation in 12 colorectal tumor tissue sections, containing transition zones. Using LINE-1 pyrosequencing, significantly reduced global DNA methylation level was detected in line with cancer progression in tissue specimens (normal: 77.5±1.7%, adenoma: 72.7±4.8%, carcinoma: 69.7±7.6%, p≤0.0001) and in liquid biopsies as well (normal: 82.0±2.0%, adenoma: 80.0±1.7%, carcinoma: 79.8±1.3%, p≤0.01). However, no significant methylation changes were found in inflammatory bowel disease cases. Analyzing microarray data in silico, altered mRNA expression of certain methylation-, and one-carbon metabolism-related genes were detected in tumorous specimens vs. healthy biopsies, from which DNMT1 was upregulated, and folate receptor 2 (FOLR2) was downregulated. DNMT and FOLR2 expression were validated by immunohistochemistry. Furthermore, significantly reduced folic acid and S-adenosylmethionine content were observed in parallel with diminishing 5-methylcytosine levels in adenoma and carcinoma sections compared to normal adjacent to tumor tissue areas by immunolabeling (p≤0.05). Our results suggest that intraindividual monitoring of genome-wide hypomethylation may assist in the recognition of adenoma formation, cancer progression, or remission as well. Moreover, lower global DNA methylation level could be connected to decreased methyl-donor availability with the contribution of reduced FOLR2 expression.
Citation Format: Krisztina Andrea Szigeti, Alexandra Kalmár, Gábor Valcz, Barbara Kinga Barták, Zsófia Nagy, Sára Zsigrai, Ildikó Felletár, Árpád V Patai, Tamás Micsik, Márton Papp, Eszter Márkus, Zsolt Tulassay, Péter Igaz, István Takács, Béla Molnár. Global DNA hypomethylation can be linked to decreased methyl-donor content in colorectal cancer progression [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3745.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Márton Papp
- 2University of Veterinary Medicine, Budapest, Hungary
| | - Eszter Márkus
- 3Pest County Flor Ferenc Hospital, Budapest, Hungary
| | | | - Péter Igaz
- 1Semmelweis University, Budapest, Hungary
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Kothalawala WJ, Kalmár A, Szabó G, Barták BK, Zsigrai S, Nagy ZB, Felletár I, Szigeti KA, Takács I, Molnár B. Abstract 1690: A histology based approach to spatial single cell analysis of colorectal cancers. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Single cell sequencing is a powerful tool for the evaluation of intratumoral heterogeneity and the investigation of cancer evolution.
Aims: By combining laser microdissection and single cell sequencing, we aimed to link tissue morphology and spatial information with sequencing data of the isolated cells.
Materials & methods: In our preliminary study, we used fresh frozen tissue specimen of surgically resected material from a colorectal cancer (CRC) patient containing both cancerous and normal adjacent tissue (NAT). From part of the normal and cancerous tissue exome sequencing was performed in bulk (to assess somatic variants), while the other part was subjected to single cell sequencing. Fresh frozen tissues from both CRC and NAT were cryosectioned at -20°C with section thickness ranging from 16 to 25 µm to ensure that a layer of whole cells are present in the slides. Tissue slides were then scanned using a PANNORAMIC 1000 scanner (3DHISTECH Ltd.). After morphologic evaluation single normal colonocytes and cancerous cells were laser microdissected from the NAT and multiple CRC areas (invasive front, differentiated, non-differentiated cells) by using a CellCut Laser Microdissection system (MMI). The isolated cells were subjected to Repli-G Single Cell WGA Kit (Qiagen) and library preparation followed by whole exome sequencing (WES) on NextSeq 550 (Illumina). Blood sample was also collected before surgical treatment, cell-free DNA was isolated and exome sequencing was completed. Bioinformatic analysis was conducted using BaseSpace and GATK4 best practices. Common and unique variants were identified between cells and also compared with the bulk exom and cell free DNA sequencing results of the patient. Identified variants were further investigated using the oncoKB annotator.
Results: Both healthy (1) and cancerous epithelial cells (3) were dissected and sequenced successfully. A median depth of coverage of 192 was achieved with a median of 43.3% of coverage of 50x or above in the target region compared to 73.9 and 52.8% 208 and 97.6% in tissue and plasma samples, respectively. Overall, we identified 105, likely oncogenic” and 2, predicted oncogenic” unique variants in the single cells using the oncoKB annotator. Among the cancerous single cells, we identified 10, likely oncogenic” and 1, predicted oncogenic” common variants (such as ARID4B, DNMT3B, MSH6 and HNF1A), while 15, 25 and 7, likely oncogenic” (such as CTLA4, MLH1, MSH2, CDK12, CDKN1B) variants were identified uniquely in the 3 cancerous cells.
Conclusion: We were able to dissect, isolate and sequence single cells from CRC and NAT thus combining valuable morphologic information with sequencing data on a single cellular level with maintained spatial information. The distribution of variants among the single cells shows that it is a viable approach to investigate tumor heterogeneity and to link the morphologic phenotypes and genotypes of cancerous cells.
Citation Format: William Jayasekara Kothalawala, Alexandra Kalmár, Gitta Szabó, Barbara Kinga Barták, Sára Zsigrai, Zsófia Brigitta Nagy, Ildikó Felletár, Krisztina Andrea Szigeti, István Takács, Béla Molnár. A histology based approach to spatial single cell analysis of colorectal cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1690.
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Nagy ZB, Barták BK, Fodor T, Karvaly GB, Zsigrai S, Szigeti KA, Kalmár A, Dank M, Takács I, Molnár B. Abstract 3741: Folic acid combined chemotherapy has an immediate effect on C1 methionine cycle and consequential DNA methylation in liquid biopsy samples of colorectal cancer patients. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The main function of the single-carbon metabolic cycle is maintaining nucleotide pool and DNA methylation which is highly influenced by the chemotherapy protocols. This study aimed to evaluate the ultrashort effect of reduced folate combined anticancer treatment on peripheral blood parameters of colorectal cancer (CRC) patients. Post-operative CRC patients were treated with chemotherapy using the combination of oxaliplatin, 5-FU, leucovorin, and capecitabine. Blood samples were taken until the beginning of the treatment and immediately after the therapy. Plasma fractions were separated and the levels of S-adenosylmethionine (SAM), S-adenosyl homocysteine (SAH) and the simultaneous quantification of nucleotides (adenine, cytosine, thymine, guanine and uracil) were detected by HPLC-MS/MS. Homocysteine (HCY) was also determined from plasma specimens. Cell-free DNA (cfDNA) was isolated from plasma and DNA methylation was analyzed by LINE-1 bisulfite pyrosequencing. Moreover, LINE-1 methylation statuses were also examined from PBMC cells that were separated from whole blood by a density gradient centrifugation. In each patient, the HCY level of plasma was decreased by an average of 17% after oxaliplatin treatment with the combination of capecitabine (XELOX) and also with 5-FU + leucovorin (FOLFOX) agents. Our study also confirmed that cancer patients have an elevated cfDNA level (avg. 20ng/plasma mL); however, its concentration decreased significantly (p=0.02) on average by 50% after treatment compared to the baseline. The same tendency was observed in the case of SAM after XELOX and FOLFOX adjuvant therapy in plasma samples (p=0.03). Moreover, mostly elevated SAM/SAH ratios were observed in parallel with reduced SAH level after the therapy. Significant (p=0.0001) mean LINE-1 hypomethylation was detected in PBMC (81.84%) compared to cfDNA of plasma (73.76%), furthermore, slightly DNA hypermethylation was noticed in CpG1 position of LINE-1 after chemotherapy in both mononuclear cells and circulating DNA. Lower level of plasma nucleotides was identified in case of adenine, cytosine and uracil after treatment, while thymine and guanine were below the detection limit. The present study demonstrates that the DNA-damaging chemotherapy results in a detectable decrease in cfDNA immediately after the treatment, that was supported by the decrease in the level of the nucleotides measured in the plasma fraction. The methionine cycle is responsible for the DNA methylation maintenance, and though the amount of members of this pathway was reduced, only a moderately increased DNA methylation could be detected even in such a short period time. Co-administration of high dose leucovorin as a folate derivative and a methyl donor with further chemotherapeutic agents may actively contribute to genome alterations.
Citation Format: Zsófia Brigitta Nagy, Barbara Kinga Barták, Tamás Fodor, Gellért Balázs Karvaly, Sára Zsigrai, Krisztina Andrea Szigeti, Alexandra Kalmár, Magdolna Dank, István Takács, Béla Molnár. Folic acid combined chemotherapy has an immediate effect on C1 methionine cycle and consequential DNA methylation in liquid biopsy samples of colorectal cancer patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3741.
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Bartak BK, Fodor T, Kalmár A, Nagy ZB, Zsigrai S, Szigeti KA, Kothalawala W, Valcz G, Igaz P, Takács I, Dank M, Molnár B. Abstract 3738: Monitoring chemotherapy response status of colorectal cancer patients using liquid biopsy samples. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background and aims: The early detection of colorectal cancer (CRC) recurrence and the monitoring of therapeutic response are crucial steps in the determination and modification of treatment strategies. The currently used gold standard tumor markers such as CEA and CA 19-9 and the different imaging techniques have several limitations in many cases. Therefore, we aimed to establish a liquid biopsy-based approach for tracking tumor dynamics in post-operative non-metastatic (n=32) and metastatic (n=23) CRC patients.
Methods: Blood samples were collected from each patient before and during chemotherapy, and finally, patients were classified according to disease outcome. Longitudinal investigations of the total amount, global and local (SFRP2 and SDC2 genes) DNA methylation pattern of cell-free DNA (cfDNA) fraction were performed. The plasma concentration of homocysteine was also determined, as it is one of the main components of the DNA methylation process, and its level defines the methylation potential. We examined how the parameters mentioned above were affected depending on the different therapy responses.
Results: The average cfDNA amount was significantly higher (p<0.05) in patients with recurrent cancer (30.4±17.6ng) and progressive disease (PD) (44.3±34.5ng) than individuals who achieved remission (REM) (13.2±10.0ng). More than 10% elevation of cfDNA from first to last sample collection was detected in 92% of PD patients, while reduced cfDNA concentration was observed in 67% of the non-metastatic CRC patients with REM. An effective differentiation was detected between patients achieving remission and showing tumor progression based on cfDNA level with 94% sensitivity and 81% specificity. The average global cfDNA methylation was determined by bisulfite pyrosequencing analysis of long interspersed nuclear element-1 (LINE-1), and it was significantly lower (p<0.05) in the PD group compared to people with remission (71.0±6.7% vs. 78.9±2.0%). Methylation level changes between the study beginning and end indicated a decline (75.5±3.4% vs. 68.2±8.4%) in PD; in contrast, we found a reverse change in remission. The mean relative change of homocysteine concentration revealed an opposite trend with the global DNA methylation suggesting a linkage between these parameters, as it showed an increase (+12.5%) in the case of PD and a decrease (-15.8%) in patients with REM. Regarding local DNA methylation, SFRP2 and SDC2 genes revealed higher promoter hypermethylation in the PD set compared to patients with remission.
Conclusion: Our study offers the possibility to monitor the therapeutic response during chemotherapy with a minimally-invasive blood-based method that combines the analysis of cfDNA, its global and local DNA methylation pattern, and homocysteine level.
Citation Format: Barbara Kinga Bartak, Tamás Fodor, Alexandra Kalmár, Zsófia Brigitta Nagy, Sára Zsigrai, Krisztina Andrea Szigeti, William Kothalawala, Gábor Valcz, Péter Igaz, István Takács, Magdolna Dank, Béla Molnár. Monitoring chemotherapy response status of colorectal cancer patients using liquid biopsy samples [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3738.
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Affiliation(s)
| | | | | | | | | | | | | | - Gábor Valcz
- 2Hungarian Academy of Sciences, Budapest, Hungary
| | - Péter Igaz
- 1Semmelweis University, Budapest, Hungary
| | | | | | - Béla Molnár
- 2Hungarian Academy of Sciences, Budapest, Hungary
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Zsigrai S, Kalmár A, Barták BK, Nagy ZB, Szigeti KA, Valcz G, Dankó T, Sebestyén A, Barna G, Tulassay Z, Igaz P, Takács I, Molnár B. Abstract 3730: Folic acid has a cell type- and dose-dependent effect on the genome and the epigenome of colorectal cancer cells. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Synthetic vitamin B9, also known as folic acid (FA), is an extensively used nutritional supplement as well as an adjunctive medication in cancer therapy. However, there is increasing evidence that FA can promote the progression of established colorectal cancers (CRC); therefore, great care is required in the case of its application. In order to gain knowledge about the underlying mechanisms, we analyzed the genomic and the epigenomic effect of different FA supplies on two CRC cell lines with distinct molecular backgrounds. HT-29 and SW480 cells were kept in FA-free media (0 ng/mL) or treated with 100 ng/mL and 10000 ng/mL FA for 72 hours. Firstly, cell proliferation and cell viability alterations were determined with Supforhodamine B and AlamarBlue assays; then, cell cycle analysis was performed using fluorescence-activated cell sorting (FACS). Global DNA methylation level was investigated with the pyrosequencing of long interspersed nuclear element 1 (LINE-1) retrotransposons. Micronucleus scoring performed on DAPI- and anti-γ-H2AX-stained slides, as well as Comet assay, were used to detect the impact of FA on genome integrity. Finally, we analyzed gene expression alterations with Human Transcriptome Array (HTA) 2.0. Our data revealed that 100 ng/mL FA induced significant (p≤0.05) elevation (HT-29100: 128.4±24.9%) of HT-29 cell proliferation compared to the other two circumstances (HT-290: 101.3±13.5%; HT-2910000: 86.1±20.8%). The tendency of cell viability was analogous to the results detected during cell proliferation analyses (HT-290: 91.6±13.3%; HT-29100: 115.8±30.9%; HT-2910000: 64.1±20.2%). The genomic stability of FA-supplemented HT-29 samples was improved in a significant manner (p≤0.05), based on the results of micronucleus scoring (HT-290: 0.56±0.05%; HT-29100: 0.17±0.05%; HT-2910000: 0.25±0.09%) and Comet assay (HT-290: 37.4±3.5%; HT-29100: 31.2±3.4%; HT-2910000: 20.1±3.6%). However, in SW480 cells, remarkable alterations were not detected concerning these parameters. Fundamental differences were observed between the two cell lines in the case of cell cycle (HT-29: G0/1 phase dominance; SW480: S phase dominance) and global DNA methylation analysis (HT-29: 59.1±1.0; SW480: 49.0±0.2), but exposing them to different FA doses did not lead to significant changes. Gene expression alterations were more diverse, as genes involved in carcinogenesis were either up- (HES1, SLC7A11) or downregulated (CCL2) for FA supplementation. We concluded that the effect of FA was considerably influenced by the cell type and the applied FA concentration. Thereby, translating our in vitro results to patient care, we would emphasize the importance of genetic and epigenetic investigations coupled with the choice of proper FA dose upon CRC diagnosis to achieve the best disease outcome.
Citation Format: Sára Zsigrai, Alexandra Kalmár, Barbara Kinga Barták, Zsófia Brigitta Nagy, Krisztina Andrea Szigeti, Gábor Valcz, Titanilla Dankó, Anna Sebestyén, Gábor Barna, Zsolt Tulassay, Péter Igaz, István Takács, Béla Molnár. Folic acid has a cell type- and dose-dependent effect on the genome and the epigenome of colorectal cancer cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3730.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Péter Igaz
- 1Semmelweis University, Budapest, Hungary
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18
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Szigeti KA, Kalmár A, Galamb O, Valcz G, Barták BK, Nagy ZB, Zsigrai S, Felletár I, V. Patai Á, Micsik T, Papp M, Márkus E, Tulassay Z, Igaz P, Takács I, Molnár B. Global DNA hypomethylation of colorectal tumours detected in tissue and liquid biopsies may be related to decreased methyl-donor content. BMC Cancer 2022; 22:605. [PMID: 35655145 PMCID: PMC9164347 DOI: 10.1186/s12885-022-09659-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 05/03/2022] [Indexed: 02/06/2023] Open
Abstract
Abstract
Background
Hypomethylation of long interspersed nuclear element 1 (LINE-1) is characteristic of various cancer types, including colorectal cancer (CRC). Malfunction of several factors or alteration of methyl-donor molecules’ (folic acid and S-adenosylmethionine) availability can contribute to DNA methylation changes. Detection of epigenetic alterations in liquid biopsies can assist in the early recognition of CRC. Following the investigations of a Hungarian colon tissue sample set, our goal was to examine the LINE-1 methylation of blood samples along the colorectal adenoma-carcinoma sequence and in inflammatory bowel disease. Moreover, we aimed to explore the possible underlying mechanisms of global DNA hypomethylation formation on a multi-level aspect.
Methods
LINE-1 methylation of colon tissue (n = 183) and plasma (n = 48) samples of healthy controls and patients with colorectal tumours were examined with bisulfite pyrosequencing. To investigate mRNA expression, microarray analysis results were reanalysed in silico (n = 60). Immunohistochemistry staining was used to validate DNA methyltransferases (DNMTs) and folate receptor beta (FOLR2) expression along with the determination of methyl-donor molecules’ in situ level (n = 40).
Results
Significantly decreased LINE-1 methylation level was observed in line with cancer progression both in tissue (adenoma: 72.7 ± 4.8%, and CRC: 69.7 ± 7.6% vs. normal: 77.5 ± 1.7%, p ≤ 0.01) and liquid biopsies (adenoma: 80.0 ± 1.7%, and CRC: 79.8 ± 1.3% vs. normal: 82.0 ± 2.0%, p ≤ 0.01). However, no significant changes were recognized in inflammatory bowel disease cases. According to in silico analysis of microarray data, altered mRNA levels of several DNA methylation-related enzymes were detected in tumours vs. healthy biopsies, namely one-carbon metabolism-related genes—which met our analysing criteria—showed upregulation, while FOLR2 was downregulated. Using immunohistochemistry, DNMTs, and FOLR2 expression were confirmed. Moreover, significantly diminished folic acid and S-adenosylmethionine levels were observed in parallel with decreasing 5-methylcytosine staining in tumours compared to normal adjacent to tumour tissues (p ≤ 0.05).
Conclusion
Our results suggest that LINE-1 hypomethylation may have a distinguishing value in precancerous stages compared to healthy samples in liquid biopsies. Furthermore, the reduction of global DNA methylation level could be linked to reduced methyl-donor availability with the contribution of decreased FOLR2 expression.
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Palla G, Pollner P, Börcsök J, Major A, Molnár B, Csabai I. Hierarchy and control of ageing-related methylation networks. PLoS Comput Biol 2021; 17:e1009327. [PMID: 34534207 PMCID: PMC8480875 DOI: 10.1371/journal.pcbi.1009327] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 09/29/2021] [Accepted: 08/05/2021] [Indexed: 11/28/2022] Open
Abstract
DNA methylation provides one of the most widely studied biomarkers of ageing. Since the methylation of CpG dinucleotides function as switches in cellular mechanisms, it is plausible to assume that by proper adjustment of these switches age may be tuned. Though, adjusting hundreds of CpG methylation levels coherently may never be feasible and changing just a few positions may lead to biologically unstable state. A prominent example of methylation-based age estimators is provided by Horvath’s clock, based on 353 CpG dinucleotides, showing a high correlation (not necessarily causation) with chronological age across multiple tissue types. On this small subset of CpG dinucleotides we demonstrate how the adjustment of one methylation level leads to a cascade of changes at other sites. Among the studied subset, we locate the most important CpGs (and related genes) that may have a large influence on the rest of the sub-system. According to our analysis, the structure of this network is way more hierarchical compared to what one would expect based on ensembles of uncorrelated connections. Therefore, only a handful of CpGs is enough to modify the system towards a desired state. When propagation of the change over the network is taken into account, the resulting modification in the predicted age can be significantly larger compared to the effect of isolated CpG perturbations. By adjusting the most influential single CpG site and following the propagation of methylation level changes we can reach up to 5.74 years in virtual age reduction, significantly larger than without taking into account of the network control. Extending our approach to the whole methylation network may identify key nodes that have controller role in the ageing process. Aging affects all living organisms. In humans, the chronological age correlates with the methylation level of some locations of the DNA. Here we extract an interaction network between these ageing related sites, which shows signs of hierarchical organisation. In addition, modifications in the methylation of single sites of the DNA can impose cascades of changes at other sites over this network. Based on “gedanken-experiments” in a small subset of CpG sites we show that by tuning appropriately selected methylation levels the estimated biological age can be changed. When modifying the most influential locations, the resulting cascades of changes can set back the estimated biological age by more than 5 years. Our study also shows that compared to single site methylation perturbations, the propagation of the change over the interaction network leads to methylation change profiles which are more aligned with the natural direction of ageing in a high dimensional representation of the methylation levels.
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Affiliation(s)
- Gergely Palla
- Health Services Management Training Centre, Semmelweis University, Budapest, Hungary
- MTA-ELTE Statistical and Biological Physics Research Group, Dept. of Biological Physics, Eötvös University, Budapest, Hungary
| | - Péter Pollner
- Health Services Management Training Centre, Semmelweis University, Budapest, Hungary
- MTA-ELTE Statistical and Biological Physics Research Group, Dept. of Biological Physics, Eötvös University, Budapest, Hungary
- * E-mail:
| | - Judit Börcsök
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - András Major
- Dept. of Physics of Complex Systems, ELTE Eötvös University, Budapest, Hungary
| | - Béla Molnár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - István Csabai
- Dept. of Physics of Complex Systems, ELTE Eötvös University, Budapest, Hungary
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Valcz G, Buzás EI, Sebestyén A, Krenács T, Szállási Z, Igaz P, Molnár B. Extracellular Vesicle-Based Communication May Contribute to the Co-Evolution of Cancer Stem Cells and Cancer-Associated Fibroblasts in Anti-Cancer Therapy. Cancers (Basel) 2020; 12:cancers12082324. [PMID: 32824649 PMCID: PMC7465064 DOI: 10.3390/cancers12082324] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/12/2020] [Accepted: 08/16/2020] [Indexed: 02/07/2023] Open
Abstract
Analogously to the natural selective forces in ecosystems, therapies impose selective pressure on cancer cells within tumors. Some tumor cells can adapt to this stress and are able to form resistant subpopulations, parallel with enrichment of cancer stem cell properties in the residual tumor masses. However, these therapy-resistant cells are unlikely to be sufficient for the fast tumor repopulation and regrowth by themselves. The dynamic and coordinated plasticity of residual tumor cells is essential both for the conversion of their regulatory network and for the stromal microenvironment to produce cancer supporting signals. In this nursing tissue "niche", cancer-associated fibroblasts are known to play crucial roles in developing therapy resistance and survival of residual stem-like cells. As paracrine messengers, extracellular vesicles carrying a wide range of signaling molecules with oncogenic potential, can support the escape of some tumor cells from their deadly fate. Here, we briefly overview how extracellular vesicle signaling between fibroblasts and cancer cells including cancer progenitor/stem cells may contribute to the progression, therapy resistance and recurrence of malignant tumors.
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Affiliation(s)
- Gábor Valcz
- 2nd Department of Internal Medicine and MTA-SE Molecular Medicine Research Group, 1051 Budapest, Hungary; (P.I.); (B.M.)
- Correspondence:
| | - Edit I. Buzás
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, 1089 Budapest, Hungary;
- MTA-SE Immune-Proteogenomics Extracellular Vesicle Research Group, Hungarian Academy of Sciences, 1089 Budapest, Hungary
- Hungarian Center of Excellence Molecular Medicine-Semmelweis University Extracellular Vesicle Research Group, 1085 Budapest, Hungary
| | - Anna Sebestyén
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (A.S.); (T.K.)
| | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (A.S.); (T.K.)
| | - Zoltán Szállási
- Computational Health Informatics Program (CHIP), Boston Children’s Hospital and Harvard Medical School, Boston, MA 02115, USA;
| | - Péter Igaz
- 2nd Department of Internal Medicine and MTA-SE Molecular Medicine Research Group, 1051 Budapest, Hungary; (P.I.); (B.M.)
| | - Béla Molnár
- 2nd Department of Internal Medicine and MTA-SE Molecular Medicine Research Group, 1051 Budapest, Hungary; (P.I.); (B.M.)
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Zsigrai S, Kalmár A, Szigeti KA, Nagy ZB, Barták BK, Valcz G, Galamb O, Dankó T, Tulassay Z, Igaz P, Molnár B. Abstract 164: Alteration of DNA methylation, DNA repair and epithelial-mesenchymal transition in colorectal cancer cell lines by S-adenosylmethionine treatment. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Global DNA hypomethylation can be observed along with the aging of normal cells, and it is also related to tumor initiation and progression. S-adenosylmethionine (SAM) is a universal methyl donor molecule, used as a dietary supplement. SAM is involved in DNA methylation processes, thereby it may have a favorable effect on gene expression of cancer-associated genes through epigenetic modifications, but may also influence DNA folding during repair processes.
Our aim was to analyze the effect of SAM treatment on global and promoter-specific DNA methylation level, gene expression, DNA integrity, cell cycle and the proliferation of two different colorectal cancer cell lines (HT-29, SW480).
HT-29 and SW480 cells were treated with SAM in different concentrations (0, 0.5, 1 mmol/l) for 48 hours. Global DNA methylation status was analyzed by bisulfite pyrosequencing of long interspersed nuclear element-1 (LINE-1) retrotransposons. Promoter-specific DNA methylation alterations were determined by Reduced Representation Bisulfite Sequencing (RRBS) method. Gene expression changes were detected using Human Transcriptome Array 2.0 (HTA 2.0). DNA integrity analysis was performed with γH2AX ELISA, immunostaining and Comet Assay. Flow cytometry measurement and Sulforhodamine B (SRB) assay were assessed for cell cycle and proliferation determination.
Global and promoter-specific DNA methylation alterations, as well as decreased expression (p< 0.05) of genes, that are involved in epithelial-mesenchymal transition were observed after SAM treatment. Increased phosphorylation of H2AX (74.9, 166.5, 200.6 pM) and decreased micronucleus number (1.47, 0.76, 0.45% of cells) were referred to the activation of reparative processes, that was supported by the changes of comet tail lengths. Proportion of cells was decreased in the G0/G1 (48.4, 28.5, 20.4%) phase; however, it was increased in both S (45.7, 61.7, 67.0%) and G2/M (6.0, 10.7, 12.5%) phases. Significant (p< 0.05) decrease of cell proliferation (99.5, 78.0, 70.6%) was also detected with SRB assay.
SAM is able to alter the DNA methylation pattern of tumor cells and can induce DNA repair. Activation of these processes can lead to cell cycle arrest, decreased proliferation, and inhibition of epithelial-mesenchymal transition. Tumor cells could be targeted by SAM through different pathways; therefore, it may enhance the effect of chemotherapeutic agents.
Citation Format: Sára Zsigrai, Alexandra Kalmár, Krisztina Andrea Szigeti, Zsófia Brigitta Nagy, Barbara K. Barták, Gábor Valcz, Orsolya Galamb, Titanilla Dankó, Zsolt Tulassay, Péter Igaz, Béla Molnár. Alteration of DNA methylation, DNA repair and epithelial-mesenchymal transition in colorectal cancer cell lines by S-adenosylmethionine treatment [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 164.
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Affiliation(s)
| | | | | | | | | | - Gábor Valcz
- 2Hungarian Academy of Sciences, Budapest, Hungary
| | | | | | | | - Péter Igaz
- 2Hungarian Academy of Sciences, Budapest, Hungary
| | - Béla Molnár
- 2Hungarian Academy of Sciences, Budapest, Hungary
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Szigeti KA, Galamb O, Kalmár A, Valcz G, Zsigrai S, Barták BK, Nagy ZB, Tulassay Z, Igaz P, Molnár B. Abstract 155: Global DNA hypomethylation can be caused by decreased methyl-donor content in tissue and liquid biopsy samples in colorectal cancer progression. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Backgrounds: Global DNA hypomethylation is characteristic in various cancer types including colorectal cancer. Alterations of DNA methylation related enzymes expression and decreased level of methyl-donor molecules (folic acid (FA), S-adenosylmethionine (SAM)) can lead to aberrant DNA methylation pattern and elevated homocysteine level. Aims: Our aim was to examine global DNA methylation changes during aging and colorectal normal-adenoma-carcinoma sequence and in inflammatory bowel disease in tissue and liquid biopsy samples for diagnostic purposes. Moreover, we aimed to explore the reasons of global hypomethylation on gene expression level and methyl-donor molecule content.
Methods: Bisulfite treatment was performed on DNA isolated from 30 normal (N), 10 adenoma (Ad), 10 colorectal carcinoma (CRC), 10 colitis ulcerosa (UC) tissue samples and on 11 N, 10 Ad, 15 CRC, 12 UC plasma specimens. 30 N samples contained different age groups derived from under 20 to 70 years old healthy controls for examination of aging process. LINE-1 PCR product was generated and pyrosequenced. Whole genome expression level of 60 biopsy samples was evaluated by HTA 2.0 RNA microarraychip (Affymetrix). In situ tissue appearance of 5-methylcytosine, FA, SAM, homocysteine, and expression of DNA methyltransferases (DNMTs) were analyzed by immunohistochemistry staining (IHC).
Results: According to LINE-1 bisulfite sequencing results, DNA methylation was 72.6±1% in samples of healthy controls under 50 years old and 71.6±1.8% in specimens of patients over 50 years old. Significant DNA hypomethylation was found in CRC (62.9±8.7%; p<0.001, early stages: 67.4±7.8%, late stages: 58.3±0.1%), Ad (66.7±5.1%; p<0.001) tissue samples in comparison with N samples (72±1.4%). Significant decrease of DNA methylation was observed in CRC (78.8±1.7%; p<0.02), and Ad (80.1±1.7%; p<0.02) plasma samples compared to N specimens (82.2±1.8%). Global DNA hypomethylation was not detected in UC samples. Significantly elevated RNA expression of enzymes connected to nucleotide synthesis was observed in Ad and CRC samples compared to N (p<0.05), while no changes were detected in the RNA levels of DNA methylation-related proteins. The intensity of 5-mC labeling of CRC and Ad samples was lower than in N tissue samples. Decreased FA, SAM, and increased homocysteine levels were noticed in CRC compared to N specimens; however no expression changes of DNMT enzymes were observed.
Conclusion: Significant decrease in DNA methylation level was found in tissue and liquid biopsy samples of colorectal normal-adenoma-carcinoma sequence, but not in UC specimens. Our results suggest that determination of global DNA hypomethylation could have prognostic and diagnostic value as well, and reduction of DNA methylation level could be linked to decreased FA and SAM availability and not to methylation related ezymes activity.
Citation Format: Krisztina A. Szigeti, Orsolya Galamb, Alexandra Kalmár, Gábor Valcz, Sára Zsigrai, Barbara K. Barták, Zsófia B. Nagy, Zsolt Tulassay, Péter Igaz, Béla Molnár. Global DNA hypomethylation can be caused by decreased methyl-donor content in tissue and liquid biopsy samples in colorectal cancer progression [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 155.
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Zsigrai S, Kalmár A, Nagy ZB, Barták BK, Valcz G, Szigeti KA, Galamb O, Dankó T, Sebestyén A, Barna G, Szabó V, Pipek O, Medgyes-Horváth A, Csabai I, Tulassay Z, Igaz P, Takács I, Molnár B. S-Adenosylmethionine Treatment of Colorectal Cancer Cell Lines Alters DNA Methylation, DNA Repair and Tumor Progression-Related Gene Expression. Cells 2020; 9:cells9081864. [PMID: 32784836 PMCID: PMC7464653 DOI: 10.3390/cells9081864] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/03/2020] [Accepted: 08/07/2020] [Indexed: 12/24/2022] Open
Abstract
Global DNA hypomethylation is a characteristic feature of colorectal carcinoma (CRC). The tumor inhibitory effect of S-adenosylmethionine (SAM) methyl donor has been described in certain cancers including CRC. However, the molecular impact of SAM treatment on CRC cell lines with distinct genetic features has not been evaluated comprehensively. HT-29 and SW480 cells were treated with 0.5 and 1 mmol/L SAM for 48 h followed by cell proliferation measurements, whole-genome transcriptome and methylome analyses, DNA stability assessments and exome sequencing. SAM reduced cell number and increased senescence by causing S phase arrest, besides, multiple EMT-related genes (e.g., TGFB1) were downregulated in both cell lines. Alteration in the global DNA methylation level was not observed, but certain methylation changes in gene promoters were detected. SAM-induced γ-H2AX elevation could be associated with activated DNA repair pathway showing upregulated gene expression (e.g., HUS1). Remarkable genomic stability elevation, namely, decreased micronucleus number and comet tail length was observed only in SW480 after treatment. SAM has the potential to induce senescence, DNA repair, genome stability and to reduce CRC progression. However, the different therapeutic responses of HT-29 and SW480 to SAM emphasize the importance of the molecular characterization of CRC cases prior to methyl donor supplementation.
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Affiliation(s)
- Sára Zsigrai
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
- Correspondence:
| | - Alexandra Kalmár
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
- MTA-SE Molecular Medicine Research Group, Hungarian Academy of Sciences, 1051 Budapest, Hungary;
| | - Zsófia B. Nagy
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
| | - Barbara K. Barták
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
| | - Gábor Valcz
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
- MTA-SE Molecular Medicine Research Group, Hungarian Academy of Sciences, 1051 Budapest, Hungary;
| | - Krisztina A. Szigeti
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
| | - Orsolya Galamb
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
- MTA-SE Molecular Medicine Research Group, Hungarian Academy of Sciences, 1051 Budapest, Hungary;
| | - Titanilla Dankó
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (T.D.); (A.S.); (G.B.); (V.S.)
| | - Anna Sebestyén
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (T.D.); (A.S.); (G.B.); (V.S.)
| | - Gábor Barna
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (T.D.); (A.S.); (G.B.); (V.S.)
| | - Vanessza Szabó
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (T.D.); (A.S.); (G.B.); (V.S.)
| | - Orsolya Pipek
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, 1117 Budapest, Hungary; (O.P.); (A.M.-H.); (I.C.)
| | - Anna Medgyes-Horváth
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, 1117 Budapest, Hungary; (O.P.); (A.M.-H.); (I.C.)
| | - István Csabai
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, 1117 Budapest, Hungary; (O.P.); (A.M.-H.); (I.C.)
| | - Zsolt Tulassay
- MTA-SE Molecular Medicine Research Group, Hungarian Academy of Sciences, 1051 Budapest, Hungary;
- Department of Internal Medicine and Hematology, Semmelweis University, 1088 Budapest, Hungary
| | - Péter Igaz
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
- MTA-SE Molecular Medicine Research Group, Hungarian Academy of Sciences, 1051 Budapest, Hungary;
| | - István Takács
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
| | - Béla Molnár
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (A.K.); (Z.B.N.); (B.K.B.); (G.V.); (K.A.S.); (O.G.); (P.I.); (I.T.); (B.M.)
- MTA-SE Molecular Medicine Research Group, Hungarian Academy of Sciences, 1051 Budapest, Hungary;
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Leiszter K, Galamb O, Kalmár A, Zsigrai S, Valcz G, Szigeti KA, Barták BK, Nagy ZB, Dank M, Liposits Z, Igaz P, Tulassay Z, Molnár B. [Potential role of estrogens in colorectal tumour development]. Orv Hetil 2020; 161:532-543. [PMID: 32223415 DOI: 10.1556/650.2020.31674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Colorectal cancer (CRC) is one of the most common types of cancers worldwide. The incidence of sporadic CRC is lower in individuals below 50 years and increases with age, furthermore, it shows typical clinical, macroscopic and molecular differences between females and males. According to the results of epidemiological and molecular biology studies, the estradiol-regulating signaling pathway plays an important role in the development and prognosis of CRC, predominantly through estrogen receptor beta (ERβ), which is dominant in the colonic epithelium. Estradiol has multiple gastrointestinal effects, which were confirmed by in vitro and in vivo studies on histologically intact and cancerous cells as well. In contrast to estrogen receptor alpha (ERα), the activation of ERβ inhibits cell proliferation and enhances apoptosis, nevertheless, the expression of estrogen receptor beta can change both during physiological ageing and in colorectal disorders. The ERβ-mediated antitumour effects of estradiol may be exerted through inhibition of cell proliferation, stimulation of apoptosis, inhibition of metastasis formation and its anti-inflammatory activity. Based on the results of cell culture and animal studies, selective modulators of estrogen receptor beta (selective estrogen receptor modulator [SERM]) and phytoestrogens can be new, additional therapeutic options in the treatment of colorectal diseases characterized by chronic inflammation and uncontrolled cell proliferation. Orv Hetil. 2020; 161(14): 532-543.
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Affiliation(s)
- Katalin Leiszter
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088
| | - Orsolya Galamb
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Alexandra Kalmár
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Sára Zsigrai
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088
| | - Gábor Valcz
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Krisztina Andrea Szigeti
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088
| | - Barbara Kinga Barták
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088
| | - Zsófia Brigitta Nagy
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088
| | - Magdolna Dank
- Általános Orvostudományi Kar, Onkológiai Központ,Semmelweis EgyetemBudapest
| | - Zsolt Liposits
- Endokrin Neurobiológiai Laboratórium,Kísérleti Orvostudományi KutatóintézetBudapest
| | - Péter Igaz
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Zsolt Tulassay
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Béla Molnár
- Általános Orvostudományi Kar, II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium,Semmelweis EgyetemBudapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
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Kalmár A, Nagy ZB, Galamb O, Csabai I, Bodor A, Wichmann B, Valcz G, Barták BK, Tulassay Z, Igaz P, Molnár B. Genome-wide expression profiling in colorectal cancer focusing on lncRNAs in the adenoma-carcinoma transition. BMC Cancer 2019; 19:1059. [PMID: 31694571 PMCID: PMC6836529 DOI: 10.1186/s12885-019-6180-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 09/20/2019] [Indexed: 02/07/2023] Open
Abstract
Background Long non-coding RNAs (lncRNAs) play a fundamental role in colorectal cancer (CRC) development, however, lncRNA expression profiles in CRC and its precancerous stages remain to be explored. We aimed to study whole genomic lncRNA expression patterns in colorectal adenoma–carcinoma transition and to analyze the underlying functional interactions of aberrantly expressed lncRNAs. Methods LncRNA expression levels of colonic biopsy samples (20 CRCs, 20 adenomas (Ad), 20 healthy controls (N)) were analyzed with Human Transcriptome Array (HTA) 2.0. Expression of a subset of candidates was verified by qRT-PCR and in situ hybridization (ISH) analyses. Furthermore, in silico validation was performed on an independent HTA 2.0, on HGU133Plus 2.0 array data and on the TCGA COAD dataset. MiRNA targets of lncRNAs were predicted with miRCODE and lncBase v2 algorithms and miRNA expression was analyzed on miRNA3.0 Array data. MiRNA-mRNA target prediction was performed using miRWALK and c-Met protein levels were analyzed by immunohistochemistry. Comprehensive lncRNA-mRNA-miRNA co-expression pattern analysis was also performed. Results Based on our HTA results, a subset of literature-based CRC-associated lncRNAs showed remarkable expression changes already in precancerous colonic lesions. In both Ad vs. normal and CRC vs. normal comparisons 16 lncRNAs, including downregulated LINC02023, MEG8, AC092834.1, and upregulated CCAT1, CASC19 were identified showing differential expression during early carcinogenesis that persisted until CRC formation (FDR-adjusted p < 0.05). The intersection of CRC vs. N and CRC vs. Ad comparisons defines lncRNAs characteristic of malignancy in colonic tumors, where significant downregulation of LINC01752 and overexpression of UCA1 and PCAT1 were found. Two candidates with the greatest increase in expression in the adenoma-carcinoma transition were further confirmed by qRT-PCR (UCA1, CCAT1) and by ISH (UCA1). In line with aberrant expression of certain lncRNAs in tumors, the expression of miRNA and mRNA targets showed systematic alterations. For example, UCA1 upregulation in CRC samples occurred in parallel with hsa-miR-1 downregulation, accompanied by c-Met target mRNA overexpression (p < 0.05). Conclusion The defined lncRNA sets may have a regulatory role in the colorectal adenoma-carcinoma transition. A subset of CRC-associated lncRNAs showed significantly differential expression in precancerous samples, raising the possibility of developing adenoma-specific markers for early detection of colonic lesions.
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Affiliation(s)
- Alexandra Kalmár
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary. .,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Zsófia Brigitta Nagy
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary
| | - Orsolya Galamb
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary.,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - István Csabai
- Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary
| | - András Bodor
- Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary
| | - Barnabás Wichmann
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary.,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Gábor Valcz
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary.,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Barbara Kinga Barták
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary
| | - Zsolt Tulassay
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary.,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Peter Igaz
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary.,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Béla Molnár
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str. 46, Budapest, 1088, Hungary.,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
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26
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Galamb O, Barták BK, Kalmár A, Nagy ZB, Szigeti KA, Tulassay Z, Igaz P, Molnár B. Diagnostic and prognostic potential of tissue and circulating long non-coding RNAs in colorectal tumors. World J Gastroenterol 2019; 25:5026-5048. [PMID: 31558855 PMCID: PMC6747286 DOI: 10.3748/wjg.v25.i34.5026] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 07/26/2019] [Accepted: 08/07/2019] [Indexed: 02/06/2023] Open
Abstract
Long non-coding RNAs (lncRNAs) are members of the non-protein coding RNA family longer than 200 nucleotides. They participate in the regulation of gene and protein expression influencing apoptosis, cell proliferation and immune responses, thereby playing a critical role in the development and progression of various cancers, including colorectal cancer (CRC). As CRC is one of the most frequently diagnosed malignancies worldwide with high mortality, its screening and early detection are crucial, so the identification of disease-specific biomarkers is necessary. LncRNAs are promising candidates as they are involved in carcinogenesis, and certain lncRNAs (e.g., CCAT1, CRNDE, CRCAL1-4) show altered expression in adenomas, making them potential early diagnostic markers. In addition to being useful as tissue-specific markers, analysis of circulating lncRNAs (e.g., CCAT1, CCAT2, BLACAT1, CRNDE, NEAT1, UCA1) in peripheral blood offers the possibility to establish minimally invasive, liquid biopsy-based diagnostic tests. This review article aims to describe the origin, structure, and functions of lncRNAs and to discuss their contribution to CRC development. Moreover, our purpose is to summarise lncRNAs showing altered expression levels during tumor formation in both colon tissue and plasma/serum samples and to demonstrate their clinical implications as diagnostic or prognostic biomarkers for CRC.
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Affiliation(s)
- Orsolya Galamb
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest H-1088, Hungary
| | - Barbara K Barták
- 2nd Department of Internal Medicine, Semmelweis University, Budapest H-1088, Hungary
| | - Alexandra Kalmár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest H-1088, Hungary
| | - Zsófia B Nagy
- 2nd Department of Internal Medicine, Semmelweis University, Budapest H-1088, Hungary
| | - Krisztina A Szigeti
- 2nd Department of Internal Medicine, Semmelweis University, Budapest H-1088, Hungary
| | - Zsolt Tulassay
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest H-1088, Hungary
| | - Peter Igaz
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest H-1088, Hungary
- 2nd Department of Internal Medicine, Semmelweis University, Budapest H-1088, Hungary
| | - Béla Molnár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest H-1088, Hungary
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27
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Barták BK, Márkus E, Kalmár A, Galamb O, Szigeti K, Nagy ZB, Zsigrai S, Tulassay Z, Dank M, Igaz P, Molnár B. [Characteristics and diagnostic applications of circulating cell-free DNA in colorectal cancer]. Orv Hetil 2019; 160:1167-1177. [PMID: 31327245 DOI: 10.1556/650.2019.31486] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The incidence and mortality of colorectal cancer (CRC) are considerably high in Central European countries, it is the second most common cancer in both men and women in Hungary with 10,000 newly registered patients per year. These data indicate the necessity of new screening methods that are more comfortable for patients, hence the compliance can be increased. Cell-free DNA (cfDNA) level in blood is elevated in certain physiological conditions, such as pregnancy or high physical activity. Furthermore, cfDNA concentration alterations can also be detected in some pathological processes; increased cfDNA amount was observed in autoimmune and inflammatory diseases, as well as in various cancers including CRC. Numerous studies about origin, function, and mechanism of cfDNA can be found in the scientific literature. In this review, we aimed to describe the quantitative and qualitative changes of cfDNA, to present its functions, and to provide an overview of the available diagnostic applications for CRC. CfDNA can be released to the circulatory system via apoptosis, necrosis or by direct secretions by living cells. In cancer patients, cfDNA can originate from healthy and cancer cells, hence genetic (e.g. mutations in APC, KRAS, BRAF) and epigenetic (e.g. methylation in SEPT9, SFRP1) alterations of tumor cells can be examined in cfDNA fraction. Several high-throughput, sensitive and even automated methods are available providing opportunity to perform standardized sample preparation and to analyse biomarker candidates quantitatively. These enhancements can help to develop alternative screening methods that can be easily integrated into the clinical practice and can contribute to early cancer detection. Orv Hetil. 2019; 160(30): 1167-1177.
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Affiliation(s)
- Barbara Kinga Barták
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088
| | - Eszter Márkus
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088
| | - Alexandra Kalmár
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Orsolya Galamb
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Krisztina Szigeti
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088
| | - Zsófia Brigitta Nagy
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088
| | - Sára Zsigrai
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088
| | - Zsolt Tulassay
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Magdolna Dank
- Onkológiai Központ, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest
| | - Péter Igaz
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Béla Molnár
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológia Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
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28
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Zsigrai S, Kalmár A, Valcz G, Szigeti KA, Barták BK, Nagy ZB, Igaz P, Tulassay Z, Molnár B. [Physiological and pathophysiological significance of vitamin B 9. Summary on the occasion of the 30-year introduction of folic acid as a dietary supplement]. Orv Hetil 2019; 160:1087-1096. [PMID: 31280597 DOI: 10.1556/650.2019.31441] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2023]
Abstract
Vitamin B9, also known as folate, can be found in natural and synthetic forms, mostly in vegetables or folic acid containing food supplements. By participating in the proper cell development and division, its presence is indispensable for certain basic metabolic processes. The decreased folate level of the body, mainly caused by environmental and hereditary factors as well as aging, can lead to genetic, epigenetic and metabolic changes. It can be related to the development of megaloblastic anemia, various cardiovascular diseases (such as atherosclerosis, stroke) obstetrical complications (such as abruption of the placentae, spontaneous abortion, preterm delivery, neural tube defect), neuropsychiatric diseases (such as Alzheimer's disease, Parkinson's disease, depression) and tumors. The vitamin has a preventive effect in all the above-mentioned diseases, however, in the case of tumor existence, its therapeutic use requires great care, as it may promote the progression of certain precancerous lesions. Food fortification with folic acid is currently being carried out in more than 60 countries in order to ensure a minimum vitamin B9 requirement for the population and therefore to prevent the development of the diseases that are connected to folic acid deficiency. Due to its assumable role in carcinogenesis, an initial concern had taken place when fortification was implemented (1998), however, the present statistical data do not confirm such adverse health effects. On the other hand, several beneficial properties can be connected to the vitamin, that can be the reason why more and more countries are considering to join this program. Besides the fact that folic acid is a widely used food supplement, it is also applied in oncological medicine (leucovorin) to increase the effectiveness of certain chemotherapeutical drugs (e.g. methotrexate, 5-fluorouracil). Orv Hetil. 2019; 160(28): 1087-1096.
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Affiliation(s)
- Sára Zsigrai
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
| | - Alexandra Kalmár
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
- Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Gábor Valcz
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
- Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Krisztina Andrea Szigeti
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
| | - Barbara Kinga Barták
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
| | - Zsófia Brigitta Nagy
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
| | - Péter Igaz
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
- Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Zsolt Tulassay
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
- Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
| | - Béla Molnár
- II. Belgyógyászati Klinika,Semmelweis Egyetem, Általános Orvostudományi KarBudapest, Szentkirályi u. 46., 1088
- Molekuláris Medicina Kutatócsoport,Magyar Tudományos AkadémiaBudapest
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29
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Molnár B, Galamb O, Kalmár A, Barták BK, Nagy ZB, Tóth K, Tulassay Z, Igaz P, Dank M. Circulating cell-free nucleic acids as biomarkers in colorectal cancer screening and diagnosis - an update. Expert Rev Mol Diagn 2019; 19:477-498. [PMID: 31046485 DOI: 10.1080/14737159.2019.1613891] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Introduction: Screening methods for one of the most frequently diagnosed malignancy, colorectal cancer (CRC), have limitations. Circulating cell-free nucleic acids (cfNA) hold clinical relevance as screening, prognostic and therapy monitoring markers. Area covered: In this review, we summarize potential CRC-specific cfNA biomarkers, the recently developed sample preparation techniques, their applications, and pitfalls. Expert opinion: Automated extraction of cfDNA is highly reproducible, however, cfDNA yield is less compared to manual isolation. Quantitative and highly sensitive detection techniques (e.g. digital PCR, NGS) can be applied to analyze genetic and epigenetic changes. Detection of DNA mutations or methylation in cfDNA and related altered levels of mRNA, miRNA, and lncRNA may improve early cancer recognition, based on specific, CRC-related patterns. Detection of cfDNA mutations (e.g. TP53, KRAS, APC) has limited diagnostic sensitivity (40-60%), however, methylated DNA including SEPT9, SFRP1, SDC2 can be applied with higher sensitivity (up to 90%) for CRC. Circulating miRNAs (e.g. miR-21, miR-92, miR-141) provide comparably high sensitivity for CRC as the circulating tumor cell mRNA markers (e.g. EGFR, CK19, CK20, CEA). Automation of cfNA isolation coupled with quantitative analysis of CRC-related, highly sensitive biomarkers may enhance CRC screening and early detection in the future.
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Affiliation(s)
- Béla Molnár
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary.,b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Orsolya Galamb
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary.,b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Alexandra Kalmár
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary.,b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Barbara Kinga Barták
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Zsófia Brigitta Nagy
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Kinga Tóth
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Zsolt Tulassay
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary.,b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Péter Igaz
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary.,b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Magdolna Dank
- c Department of Oncology , Semmelweis University , Budapest , Hungary
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30
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Valcz G, Buzás EI, Kittel Á, Krenács T, Visnovitz T, Spisák S, Török G, Homolya L, Zsigrai S, Kiszler G, Antalffy G, Pálóczi K, Szállási Z, Szabó V, Sebestyén A, Solymosi N, Kalmár A, Dede K, Lőrincz P, Tulassay Z, Igaz P, Molnár B. En bloc release of MVB-like small extracellular vesicle clusters by colorectal carcinoma cells. J Extracell Vesicles 2019; 8:1596668. [PMID: 31007874 PMCID: PMC6461071 DOI: 10.1080/20013078.2019.1596668] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 03/04/2019] [Accepted: 03/12/2019] [Indexed: 12/24/2022] Open
Abstract
Small extracellular vesicles (EVs) are membrane enclosed structures that are usually released from cells upon exocytosis of multivesicular bodies (MVBs) as a collection of separate, free EVs. In this study, we analysed paraffin embedded sections of archived human colorectal cancer samples. We studied 3D reconstructions of confocal microscopic images complemented by HyVolution and STED imaging. Unexpectedly, we found evidence that large, MVB-like aggregates of ALIX/CD63 positive EV clusters were released en bloc by migrating tumour cells. These structures were often captured with partial or complete extra-cytoplasmic localization at the interface of the plasma membrane of the tumour cell and the stroma. Their diameter ranged between 0.62 and 1.94 μm (mean±S.D.: 1.17 ± 0.34 μm). High-resolution 3D reconstruction showed that these extracellular MVB-like EV clusters were composed of distinguishable internal particles of small EV size (mean±S.D.: 128.96 ± 16.73 nm). In vitro, HT29 colorectal cancer cells also showed the release of similar structures as confirmed by immunohistochemistry and immune electron microscopy. Our results provide evidence for an en bloc transmission of MVB-like EV clusters through the plasma membrane. Immunofluorescent-based detection of the MVB like small EV clusters in archived pathological samples may represent a novel and unique opportunity which enables analysis of EV release in situ in human tissues.
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Affiliation(s)
- Gábor Valcz
- Molecular Medicine Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary.,2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Edit I Buzás
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, Budapest, Hungary.,MTA-SE Immune-Proteogenomics Extracellular Vesicle Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Ágnes Kittel
- Institute of Experimental Medicine, Hungarian Academy of Sciences, Budapest, Hungary
| | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Tamás Visnovitz
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, Budapest, Hungary.,MTA-SE Immune-Proteogenomics Extracellular Vesicle Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - György Török
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - László Homolya
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - Sára Zsigrai
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Gábor Kiszler
- Department of Image Analysis, 3DHISTECH Ltd, Budapest, Hungary
| | - Géza Antalffy
- Department of Image Analysis, 3DHISTECH Ltd, Budapest, Hungary
| | - Krisztina Pálóczi
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, Budapest, Hungary
| | - Zoltán Szállási
- Computational Health Informatics Program (CHIP), Boston Children's Hospital and Harvard Medical School, Boston, USA
| | - Vanessza Szabó
- Department of Image Analysis, 3DHISTECH Ltd, Budapest, Hungary
| | - Anna Sebestyén
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Norbert Solymosi
- Centre for Bioinformatics, University of Veterinary Medicine, Budapest, Hungary
| | - Alexandra Kalmár
- Molecular Medicine Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary.,2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Kristóf Dede
- Department of General Surgery and Surgical Oncology, Uzsoki Teaching Hospital, Budapest, Hungary
| | - Péter Lőrincz
- Department of Anatomy, Cell and Developmental Biology, Eötvös Loránd University, Budapest, Hungary
| | - Zsolt Tulassay
- Molecular Medicine Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary.,2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Péter Igaz
- Molecular Medicine Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary.,2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Béla Molnár
- Molecular Medicine Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary.,2nd Department of Medicine, Semmelweis University, Budapest, Hungary
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Ronkay F, Molnár B, Szalay F, Nagy D, Bodzay B, Sajó IE, Bocz K. Development of Flame-Retarded Nanocomposites from Recycled PET Bottles for the Electronics Industry. Polymers (Basel) 2019; 11:E233. [PMID: 30960217 PMCID: PMC6419026 DOI: 10.3390/polym11020233] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 01/25/2019] [Accepted: 01/25/2019] [Indexed: 12/04/2022] Open
Abstract
Recycled polyethylene-terephthalate (rPET) nanocomposites of reduced flammability were prepared by combining aluminum-alkylphosphinate (AlPi) flame retardant (FR) and natural montmorillonite (MMT), in order to demonstrate that durable, technical products can be produced from recycled materials. During the development of the material, by varying the FR content, the ratio and the type of MMTs, rheological, morphological, mechanical and flammability properties of the nanocomposites were comprehensively investigated. Related to the differences between the dispersion and nucleation effect of MMT and organo-modified MMT (oMMT) in rPET matrix, analyzed by Scanning Electron Microscopy (SEM), Energy Dispersive X-Ray Spectroscopy (EDS) and Differential Scanning Calorimetry (DSC), mechanical properties of the nanocomposites changed differently. The flexural strength and modulus were increased more significantly by adding untreated MMT than by the oMMT, however the impact strength was decreased by both types of nanofillers. The use of different type of MMTs resulted in contradictory flammability test result; time-to-ignition (TTI) during cone calorimeter tests decreased when oMMT was added to the rPET, however MMT addition resulted in an increase of the TTI also when combined with 4% FR. The limiting oxygen index (LOI) of the oMMT containing composites decreased independently from the FR content, however, the MMT increased it noticeably. V0 classification according to the UL-94 standard was achieved with as low as 4% FR and 1% MMT content. The applicability of the upgraded recycled material was proved by a pilot experiment, where large-scale electronic parts were produced by injection molding and characterized with respect to the commercially available counterparts.
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Affiliation(s)
- Ferenc Ronkay
- Department of Polymer Engineering, Faculty of Mechanical Engineering, Budapest University ofTechnology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary.
- Imsys Ltd., Material Testing Laboratory, Mozaik Street 14/A., H-1033 Budapest, Hungary.
| | - Béla Molnár
- Department of Polymer Engineering, Faculty of Mechanical Engineering, Budapest University ofTechnology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary.
- Imsys Ltd., Material Testing Laboratory, Mozaik Street 14/A., H-1033 Budapest, Hungary.
| | - Ferenc Szalay
- Department of Polymer Engineering, Faculty of Mechanical Engineering, Budapest University ofTechnology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary.
| | - Dóra Nagy
- Department of Polymer Engineering, Faculty of Mechanical Engineering, Budapest University ofTechnology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary.
| | - Brigitta Bodzay
- Department of Organic Chemistry and Technology, Faculty of Chemical Technology and Biotechnology,Budapest University of Technology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary.
| | - István E Sajó
- Environmental Analytical and Geoanalytical Research Group, Szentágothai Research Centre, University ofPécs, Vasvári Pál str. 4., H-7622 Pécs, Hungary.
| | - Katalin Bocz
- Department of Organic Chemistry and Technology, Faculty of Chemical Technology and Biotechnology,Budapest University of Technology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary.
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Valcz G, Buzás EI, Szállási Z, Kalmár A, Krenács T, Tulassay Z, Igaz P, Molnár B. Perspective: bidirectional exosomal transport between cancer stem cells and their fibroblast-rich microenvironment during metastasis formation. NPJ Breast Cancer 2018; 4:18. [PMID: 30038960 PMCID: PMC6048124 DOI: 10.1038/s41523-018-0071-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 06/13/2018] [Accepted: 06/14/2018] [Indexed: 12/18/2022] Open
Abstract
Carcinomas are complex structures composed of hierarchically organized distinct cell populations such as cancer stem cells and non-stem (bulk) cancer cells. Their genetic/epigenetic makeup and the dynamic interplay between the malignant cell populations and their stromal fibroblasts are important determinants of metastatic tumor invasion. Important mediators of these interactions are the small, membrane-enclosed extracellular vesicles, in particular exosomes. Both cancer cell and fibroblast-derived exosomes carry a set of regulatory molecules, including proteins and different species of RNA, which cooperatively support metastatic tumor spread. Here, we briefly overview potential links between cancer stem cells and the exosome-mediated fibroblast-enriched metastatic niche formation to discuss their role in the promotion of tumor growth and metastatic expansion in breast carcinoma models.
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Affiliation(s)
- Gábor Valcz
- 1Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.,22nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Edit Irén Buzás
- 3MTA-SE Immuno-Proteogenomics Extracellular Vesicle Research Group, Hungarian Academy of Sciences, Budapest, Hungary.,4Department of Genetics, Cell- and Immunobiology, Semmelweis University, Budapest, Hungary
| | - Zoltán Szállási
- 5Computational Health Informatics Program (CHIP), Boston Children's Hospital, Harvard Medical School, Boston, USA
| | - Alexandra Kalmár
- 1Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.,22nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Tibor Krenács
- 61st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Zsolt Tulassay
- 1Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.,22nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Péter Igaz
- 1Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.,22nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Béla Molnár
- 1Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.,22nd Department of Medicine, Semmelweis University, Budapest, Hungary
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Nielsen BS, Knudsen KN, Lindebjerg J, Kalmár A, Molnár B, Sorensen F, Hansen T. Abstract 475: Characterization of miR-21 expression in budding colon cancer cells using digital images of multiplex fluorescence stained slides obtained by confocal scanning microscopy. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
This study was undertaken to analyze the presence and prevalence of microRNA-21 (miR-21) positive budding cancer cells in colon cancer using confocal scanning microscopy. Budding cancer cells are locally invasive cancer cells with increased metastatic properties and characteristics of epithelial to mesenchymal transition (EMT). Expression of miR-21 in stromal fibroblastic cells in colorectal cancers is well documented (1,2), whereas miR-21 expression in budding cells is poorly described. In order to characterize miR-21 positive budding cells, we first developed a multiplex fluorescence staining method by combining miR-21 in situ hybridization with immunohistochemical staining for cytokeratin and budding cell marker laminin-γ2, and stained 16 colon cancer cases (stage II, n=5, stage III, n=11). We then employed a confocal scanning microscope to obtain 15-55 GB digital images covering areas of 10-40 mm2 of the invasive front. The high resolution of the confocal digital images allowed detailed examination of the 4-fluorophore-stained slides using extended focus and z-stack images, e.g. in the discrimination of epithelial cells from adjacent stromal cells. All cytokeratin-positive budding cells were evaluated for the presence of miR-21 and laminin-γ2. Five out of the 16 cases had more than 10% miR-21 positive budding cells, a few of which were also laminin-γ2 positive. All five cases were stage III cancers. The presence of miR-21 in the budding cancer cells was not associated with the level of tumor budding. These observations suggest that the miR-21 expression in tumor budding cells increases with the progression of the cancer and is independent of laminin-γ2. References: 1. Nielsen BS et al, Clin Exp Mets 2011, 28:27-38. 2. Kjaer-Frifeldt S et al, Br J Cancer 2012, 107:1169-1174.
Citation Format: Boye Schnack Nielsen, Kirsten Nguyen Knudsen, Jan Lindebjerg, Alexandra Kalmár, Béla Molnár, Flemming Sorensen, Torben Hansen. Characterization of miR-21 expression in budding colon cancer cells using digital images of multiplex fluorescence stained slides obtained by confocal scanning microscopy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 475.
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Molnár B, Galamb O, Péterfia B, Wichmann B, Csabai I, Bodor A, Kalmár A, Szigeti KA, Barták BK, Nagy ZB, Valcz G, Patai ÁV, Igaz P, Tulassay Z. Gene promoter and exon DNA methylation changes in colon cancer development - mRNA expression and tumor mutation alterations. BMC Cancer 2018; 18:695. [PMID: 29945573 PMCID: PMC6020382 DOI: 10.1186/s12885-018-4609-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 06/18/2018] [Indexed: 12/28/2022] Open
Abstract
Background DNA mutations occur randomly and sporadically in growth-related genes, mostly on cytosines. Demethylation of cytosines may lead to genetic instability through spontaneous deamination. Aims were whole genome methylation and targeted mutation analysis of colorectal cancer (CRC)-related genes and mRNA expression analysis of TP53 pathway genes. Methods Long interspersed nuclear element-1 (LINE-1) BS-PCR followed by pyrosequencing was performed for the estimation of global DNA metlyation levels along the colorectal normal-adenoma-carcinoma sequence. Methyl capture sequencing was done on 6 normal adjacent (NAT), 15 adenomatous (AD) and 9 CRC tissues. Overall quantitative methylation analysis, selection of top hyper/hypomethylated genes, methylation analysis on mutation regions and TP53 pathway gene promoters were performed. Mutations of 12 CRC-related genes (APC, BRAF, CTNNB1, EGFR, FBXW7, KRAS, NRAS, MSH6, PIK3CA, SMAD2, SMAD4, TP53) were evaluated. mRNA expression of TP53 pathway genes was also analyzed. Results According to the LINE-1 methylation results, overall hypomethylation was observed along the normal-adenoma-carcinoma sequence. Within top50 differential methylated regions (DMRs), in AD-N comparison TP73, NGFR, PDGFRA genes were hypermethylated, FMN1, SLC16A7 genes were hypomethylated. In CRC-N comparison DKK2, SDC2, SOX1 genes showed hypermethylation, while ERBB4, CREB5, CNTN1 genes were hypomethylated. In certain mutation hot spot regions significant DNA methylation alterations were detected. The TP53 gene body was addressed by hypermethylation in adenomas. APC, TP53 and KRAS mutations were found in 30, 15, 21% of adenomas, and in 29, 53, 29% of CRCs, respectively. mRNA expression changes were observed in several TP53 pathway genes showing promoter methylation alterations. Conclusions DNA methylation with consecutive phenotypic effect can be observed in a high number of promoter and gene body regions through CRC development. Electronic supplementary material The online version of this article (10.1186/s12885-018-4609-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Béla Molnár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary. .,2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary.
| | - Orsolya Galamb
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Bálint Péterfia
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Barnabás Wichmann
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - István Csabai
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/A, Budapest, H-1117, Hungary
| | - András Bodor
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/A, Budapest, H-1117, Hungary.,Institute of Mathematics and Informatics, Faculty of Sciences, University of Pécs, Ifjúság útja 6, Pécs, H-7624, Hungary
| | - Alexandra Kalmár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Krisztina Andrea Szigeti
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Barbara Kinga Barták
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Zsófia Brigitta Nagy
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Gábor Valcz
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Árpád V Patai
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Péter Igaz
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary.,2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Zsolt Tulassay
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary.,2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
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Galamb O, Kalmár A, Sebestyén A, Dankó T, Tolnai-Kriston C, Wichmann B, Barna G, Tulassay Z, Igaz P, Molnár B. PO-374 LINC00152 long non-coding RNA promotes the proliferation of SW480 colon carcinoma cells through regulation of cell cycle and WNT signalling pathway. ESMO Open 2018. [DOI: 10.1136/esmoopen-2018-eacr25.402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Wichmann B, Nagy Z, Barták B, Galamb O, Kalmár A, Zsigrai S, Szigeti K, Igaz P, Tulassay Z, Molnár B. PO-275 Gene expression and splicing variants changes in colorectal cancer related cell function pathways. ESMO Open 2018. [DOI: 10.1136/esmoopen-2018-eacr25.789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
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Abstract
INTRODUCTION Cell-free DNA (cfDNA) was first detected in human plasma in the 1940s, but the knowledge on its regulation and rate of release is incomplete. CfDNA can originate from both normal and tumour cells. AIM Our aims were to investigate the rate of cfDNA's release in SHO mice/HT-29 colorectal adenocarcinoma cell line xenograft model and to define the decay of methylated and non-methylated DNA fragments in C57BL/6 bloodstream. METHOD SHO mice were xenografted with human HT-29 cells, than blood samples were collected over 2 months. CfDNA was isolated, then quantified by real-time PCR with highly specific genomic and mitochondrial human and mouse primer sets. This method permitted to define the ratio of human/mouse DNA. To assess the degradation rate of cfDNA, 3000 bp sized methylated and non-methylated DNA fragments were injected into healthy and C38 tumour-cell vaccinated C57BL/6 mice's bloodstream. The decay of amplicons was measured with 19 PCR assays. RESULTS The amount of human DNA until the 2nd week was below the limit of detection. From the third week, a continuous growth was experienced, which reached 18.26% by the 8th week. Moreover, it was found that in healthy animals the non-methylated DNA disappears from the plasma after 6 hours, while the methylated fragment was detectable even after 24 hours. In animals with tumour, both amplicons were detectable after 24 hours. CONCLUSION The examination of the role and mechanism of cfDNA shows an increasing level of interest. This work can contribute to a better understanding of the release and degradation of cfDNA. Orv Hetil. 2018; 159(6): 223-233.
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Affiliation(s)
- Barbara Kinga Barták
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológiai Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088
| | - Zsófia Brigitta Nagy
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológiai Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088
| | - Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute Boston, Massachusetts, USA
| | - Zsolt Tulassay
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológiai Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Magdolna Dank
- Onkológiai Központ, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest
| | - Péter Igaz
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológiai Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Béla Molnár
- II. Belgyógyászati Klinika, Molekuláris Gasztroenterológiai Laboratórium, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
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Szigeti KA, Galamb O, Kalmár A, Barták BK, Nagy ZB, Márkus E, Igaz P, Tulassay Z, Molnár B. [Role and alterations of DNA methylation during the aging and cancer]. Orv Hetil 2018; 159:3-15. [PMID: 29291647 DOI: 10.1556/650.2018.30927] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Besides the genetic research, increasing number of scientific studies focus on epigenetic phenomena - such as DNA methylation - regulating the expression of genes behind the phenotype, thus can be related to the pathomechanism of several diseases. In this review, we aim to summarize the current knowledge about the evolutionary appearance and functional diversity of DNA methylation as one of the epigenetic mechanisms and to demonstrate its role in aging and cancerous diseases. DNA methylation is also characteristic/also appear to prokaryotes, eukaryotes and viruses. In prokaryotes and viruses, it provides defence mechanisms against extragenous DNA. DNA methylation in prokaryotes plays a significant role in the regulation of transcription, the initiation of replication and in Dam-directed mismatch repair. In viruses, it participates not only in defence mechanisms, but in the assembly of capsids as well which is necessary for spreading. In eukaryotes, DNA methylation is involved in recombination, replication, X chromosome inactivation, transposon control, regulation of chromatin structure and transcription, and it also contributes to the imprinting phenomenon. Besides the above-mentioned aspects, DNA methylation also has an evolutionary role as it can change DNA mutation rate. Global hypomethylation appearing during aging and in cancerous diseases can lead to genetic instablility and spontaneous mutations through its role in the regulation of transposable elements. Local hypermethylated alterations such as hypermethylation of SFRP1, SFRP2, DKK1 and APC gene promoters can cause protein expression changes, thus contribute to development of cancer phenotype. DNA methylation alterations during aging in cancerous diseases support the importance of epigenetic research focusing on disease diagnostics and prognostics. Orv Hetil. 2018; 159(1): 3-15.
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Affiliation(s)
- Krisztina Andrea Szigeti
- II. Belgyógyászati Klinika, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088
| | - Orsolya Galamb
- Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Alexandra Kalmár
- II. Belgyógyászati Klinika, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088
| | - Barbara Kinga Barták
- II. Belgyógyászati Klinika, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088
| | - Zsófia Brigitta Nagy
- II. Belgyógyászati Klinika, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088
| | - Eszter Márkus
- II. Belgyógyászati Klinika, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088
| | - Péter Igaz
- II. Belgyógyászati Klinika, Semmelweis Egyetem, Általános Orvostudományi Kar Budapest, Szentkirályi u. 46., 1088.,Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Zsolt Tulassay
- Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
| | - Béla Molnár
- Molekuláris Medicina Kutatócsoport, Magyar Tudományos Akadémia Budapest
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Barták BK, Kalmár A, Galamb O, Wichmann B, Nagy ZB, Tulassay Z, Dank M, Igaz P, Molnár B. Blood Collection and Cell-Free DNA Isolation Methods Influence the Sensitivity of Liquid Biopsy Analysis for Colorectal Cancer Detection. Pathol Oncol Res 2018; 25:915-923. [PMID: 29374860 DOI: 10.1007/s12253-018-0382-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 01/05/2018] [Indexed: 02/08/2023]
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Nagy ZB, Barták BK, Kalmár A, Galamb O, Wichmann B, Dank M, Igaz P, Tulassay Z, Molnár B. Comparison of Circulating miRNAs Expression Alterations in Matched Tissue and Plasma Samples During Colorectal Cancer Progression. Pathol Oncol Res 2017; 25:97-105. [PMID: 28980150 DOI: 10.1007/s12253-017-0308-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 09/12/2017] [Indexed: 12/16/2022]
Abstract
MicroRNAs (miRNAs) have been found to play a critical role in colorectal adenoma-carcinoma sequence. MiRNA-specific high-throughput arrays became available to detect promising miRNA expression alterations even in biological fluids, such as plasma samples, where miRNAs are stable. The purpose of this study was to identify circulating miRNAs showing altered expression between normal colonic (N), tubular adenoma (ADT), tubulovillous adenoma (ADTV) and colorectal cancer (CRC) matched plasma and tissue samples. Sixteen peripheral plasma and matched tissue biopsy samples (N n = 4; ADT n = 4; ADTV n = 4; CRC n = 4) were selected, and total RNA including miRNA fraction was isolated. MiRNAs from plasma samples were extracted using QIAamp Circulating Nucleic Acid Kit (Qiagen). Matched tissue-plasma miRNA microarray experiments were conducted by GeneChip® miRNA 3.0 Array (Affymetrix). RT-qPCR (microRNA Ready-to-use PCR Human Panel I + II; Exiqon) was used for validation. Characteristic miRNA expression alterations were observed in comparison of AD and CRC groups (miR-149*, miR-3196, miR-4687) in plasma samples. In the N vs. CRC comparison, significant overexpression of miR-612, miR-1296, miR-933, miR-937 and miR-1207 was detected by RT-PCR (p < 0.05). Similar expression pattern of these miRNAs were observed using microarray in tissue pairs, as well. Although miRNAs were also found in circulatory system in a lower concentration compared to tissues, expression patterns slightly overlapped between tissue and plasma samples. Detected circulating miRNA alterations may originate not only from the primer tumor but from other cell types including immune cells.
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Affiliation(s)
- Zsófia Brigitta Nagy
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary.
| | - Barbara Kinga Barták
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary
| | - Alexandra Kalmár
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary
| | - Orsolya Galamb
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Barnabás Wichmann
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Magdolna Dank
- Department of Clinical Oncology, Semmelweis University, Budapest, Hungary
| | - Péter Igaz
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Zsolt Tulassay
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Béla Molnár
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi street 46, Budapest, 1088, Hungary
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
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Barták BK, Kalmár A, Péterfia B, Patai ÁV, Galamb O, Valcz G, Spisák S, Wichmann B, Nagy ZB, Tóth K, Tulassay Z, Igaz P, Molnár B. Colorectal adenoma and cancer detection based on altered methylation pattern of SFRP1, SFRP2, SDC2, and PRIMA1 in plasma samples. Epigenetics 2017; 12:751-763. [PMID: 28753106 DOI: 10.1080/15592294.2017.1356957] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Aberrant methylation is one of the most frequent epigenetic alterations that can contribute to tumor formation. Cell-free DNA can originate from tumor tissue; therefore, the evaluation of methylation markers in cell-free DNA can be a promising method for cancer screening. Our aim was to develop a panel of biomarkers with altered methylation along the colorectal adenoma-carcinoma sequence in both colonic tissue and plasma. Methylation of selected CpG sites in healthy colonic (n = 15), adenoma (n = 15), and colorectal cancer (n = 15) tissues was analyzed by pyrosequencing. MethyLight PCR was applied to study the DNA methylation of SFRP1, SFRP2, SDC2, and PRIMA1 gene promoters in 121 plasma and 32 biopsy samples. The effect of altered promoter methylation on protein expression was examined by immunohistochemistry. Significantly higher (P < 0.05) DNA methylation levels were detected in the promoter regions of all 4 markers, both in CRC and adenoma tissues compared with healthy controls. Methylation of SFRP1, SFRP2, SDC2, and PRIMA1 promoter sequences was observed in 85.1%, 72.3%, 89.4%, and 80.9% of plasma samples from patients with CRC and 89.2%, 83.8%, 81.1% and 70.3% from adenoma patients, respectively. When applied as a panel, CRC patients could be distinguished from controls with 91.5% sensitivity and 97.3% specificity [area under the curve (AUC) = 0.978], while adenoma samples could be differentiated with 89.2% sensitivity and 86.5% specificity (AUC = 0.937). Immunohistochemical analysis indicated decreasing protein levels of all 4 markers along the colorectal adenoma-carcinoma sequence. Our findings suggest that this methylation biomarker panel allows non-invasive detection of colorectal adenoma and cancer from plasma samples.
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Affiliation(s)
- Barbara Kinga Barták
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary
| | - Alexandra Kalmár
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary
| | - Bálint Péterfia
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary
| | - Árpád V Patai
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary
| | - Orsolya Galamb
- b Molecular Medicine Research Group, Hungarian Academy of Sciences , H-1088 Budapest , Hungary
| | - Gábor Valcz
- b Molecular Medicine Research Group, Hungarian Academy of Sciences , H-1088 Budapest , Hungary
| | - Sándor Spisák
- c Department of Medical Oncology , Dana-Farber Cancer Institute , Boston , Massachusetts , USA
| | - Barnabás Wichmann
- b Molecular Medicine Research Group, Hungarian Academy of Sciences , H-1088 Budapest , Hungary
| | - Zsófia Brigitta Nagy
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary
| | - Kinga Tóth
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary
| | - Zsolt Tulassay
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary.,b Molecular Medicine Research Group, Hungarian Academy of Sciences , H-1088 Budapest , Hungary
| | - Péter Igaz
- a 2nd Department of Internal Medicine , Semmelweis University , H-1088 Budapest , Hungary.,b Molecular Medicine Research Group, Hungarian Academy of Sciences , H-1088 Budapest , Hungary
| | - Béla Molnár
- b Molecular Medicine Research Group, Hungarian Academy of Sciences , H-1088 Budapest , Hungary
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Affiliation(s)
| | | | - Darren Treanor
- University of Leeds; UK
- University of Linköping; Sweden
- Leeds Teaching Hospitals NHS Trust
| | | | | | - Béla Molnár
- Semmelweis University - Hungarian Academy of Sciences; Budapest Hungary
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43
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Fodor J, Gomba-Tóth A, Oláh T, Zádor E, Tóth ZC, Ioannis I, Molnár B, Kovács I, Csernoch L. Alteration of sarcoplasmic reticulum Ca 2+ ATPase expression in lower limb ischemia caused by atherosclerosis obliterans. Physiol Int 2017. [PMID: 28648117 DOI: 10.1556/2060.104.2017.2.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Atherosclerosis is a disease caused by a build-up of fatty plaques and cholesterol in the arteries. The lumen of the vessels is obliterated resulting in restricted blood supply to tissues. In ischemic conditions, the cytosolic Ca2+ level of skeletal muscle may increase, indicating the alteration of Ca2+ removal mechanisms. Ca2+ is transported from cytosol into the sarcoplasmic reticulum by Ca2+ ATPase (SERCA), with its 1a isoform expressed in adult, while its 1b isoform in neonatal and regenerating fast-twitch skeletal muscle. To investigate the role of these isoforms in ischemic skeletal muscle, biopsies from musculus biceps femoris of patients who underwent amputation due to atherosclerosis were examined. Samples were removed from the visibly healthy and hypoxia-affected tissue. Significantly increased SERCA1a expression was detected under the ischemic conditions (246 ± 69%; p < 0.05) compared with the healthy tissue. Furthermore, the ratio of SERCA1a-positive fibers was slightly increased (46 ± 4% in healthy tissue and 60 ± 5% in ischemic tissue; p > 0.05), whereas SERCA2a did not change. In addition, in primary cultures derived from hypoxia-affected tissue, the diameter and fusion index of myotubes were significantly increased (30 ± 1.6 µm vs. 41 ± 2.4 µm and 31 ± 4% vs. 45 ± 3%; p < 0.05). We propose that the increased SERCA1a expression indicates the existence and location of compensating mechanisms in ischemic muscle.
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Affiliation(s)
- J Fodor
- 1 Department of Physiology, Faculty of Medicine, University of Debrecen , Debrecen, Hungary
| | - A Gomba-Tóth
- 1 Department of Physiology, Faculty of Medicine, University of Debrecen , Debrecen, Hungary
| | - T Oláh
- 1 Department of Physiology, Faculty of Medicine, University of Debrecen , Debrecen, Hungary
| | - E Zádor
- 2 Department of Biochemistry, Faculty of Medicine, University of Szeged , Szeged, Hungary
| | - Zs Cs Tóth
- 3 Limb Surgery Ward, Kenézy Hospital and Outpatient Clinic , Debrecen, Hungary
| | - I Ioannis
- 3 Limb Surgery Ward, Kenézy Hospital and Outpatient Clinic , Debrecen, Hungary
| | - B Molnár
- 3 Limb Surgery Ward, Kenézy Hospital and Outpatient Clinic , Debrecen, Hungary
| | - I Kovács
- 4 Pathology Department, Kenézy Hospital and Outpatient Clinic , Debrecen, Hungary
| | - L Csernoch
- 1 Department of Physiology, Faculty of Medicine, University of Debrecen , Debrecen, Hungary
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44
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Paulik R, Micsik T, Kiszler G, Kaszál P, Székely J, Paulik N, Várhalmi E, Prémusz V, Krenács T, Molnár B. An optimized image analysis algorithm for detecting nuclear signals in digital whole slides for histopathology. Cytometry A 2017; 91:595-608. [DOI: 10.1002/cyto.a.23124] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 03/08/2017] [Accepted: 03/28/2017] [Indexed: 11/11/2022]
Affiliation(s)
| | - Tamás Micsik
- 1st Department of Pathology and Experimental Cancer Research; Semmelweis University; Budapest Hungary
| | | | | | | | | | | | | | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research; Semmelweis University; Budapest Hungary
| | - Béla Molnár
- Clinical Gastroenterology Research Unit; Hungarian Academy of Sciences; Budapest Hungary
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45
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Abstract
Abstract
During research, injection molded samples were prepared from recycled poly(ethylene-terephthalate) granulate, and their mechanical properties were investigated as a function of time. To understand the changes in mechanical properties, both morphology of injection molded samples and recycled granulates were investigated. A three-phase morphological model was applied for the evaluation of morphological properties while mechanical properties were determined by tensile and impact tests. Relationship was found between morphological and mechanical characteristics as a function of time elapsed since production. Crystalline ratio, tensile strength, and modulus of injection molded specimens increased while impact strength decreased in the four weeks after production.
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Affiliation(s)
- B. Molnár
- Department of Polymer Engineering , Faculty of Mechanical Engineering, Budapest University of Technology and Economics, Budapest , Hungary
| | - F. Ronkay
- Department of Polymer Engineering , Faculty of Mechanical Engineering, Budapest University of Technology and Economics, Budapest , Hungary
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46
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Nagy ZB, Wichmann B, Kalmár A, Galamb O, Barták BK, Spisák S, Tulassay Z, Molnár B. Colorectal adenoma and carcinoma specific miRNA profiles in biopsy and their expression in plasma specimens. Clin Epigenetics 2017; 9:22. [PMID: 28289479 PMCID: PMC5310023 DOI: 10.1186/s13148-016-0305-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Accepted: 12/19/2016] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND MiRNA expression markers are well characterized in colorectal cancer (CRC), but less is known about miRNA expression profiles in colorectal adenomas. Genome-wide miRNA and mRNA expression analyses were conducted through the colorectal adenoma dysplasia sequence. Furthermore, analysis of the expression levels of miRNAs in matched plasma samples was performed, focusing on biomarker candidates; miRNA and mRNA expression analyses were performed on colorectal biopsies and plasma samples (20 normals; 11 tubular and 9 tubulovillous adenomas; 20 colorectal carcinomas) by miRNA 3.0 and Human Transcriptome Array (Affymetrix) and validated by RT-qPCR. Microarray data were analyzed using Expression Console and mRNA targets were predicted using miRWALK 2.0. RESULTS Based on microarray analysis, 447 miRNAs were expressed in tissue and 320 in plasma. Twelve were upregulated (miR-31, 8-fold p < 0.001) and 11 were downregulated (miR-10b 3-fold p < 0.001) in neoplastic lesions compared to normal group. Eleven miRNAs showed altered expression between adenoma subtypes (miR-183 2.8-fold change, p < 0.007). Expression level of 24 miRNAs differed between adenoma and CRC groups (including miR-196a, 3.5-fold). Three miRNAs (miR-31, miR-4506, miR-452*) were differentially expressed in adenoma compared to normal both in tissue and plasma samples. miRNA expression data were confirmed by RT-PCR both in plasma and matched tissue samples. CONCLUSIONS MiRNAs showed characteristic expression changes during CRC development in tissue. miRNAs were also presented in plasma and positively correlated with matched tissue expression levels. The identified miRNA expression changes could be verified RT-PCR methods facilitating routine application.
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Affiliation(s)
- Zsófia Brigitta Nagy
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi Str. 46, Budapest, 1088 Hungary
| | - Barnabás Wichmann
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Alexandra Kalmár
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi Str. 46, Budapest, 1088 Hungary
| | - Orsolya Galamb
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Barbara Kinga Barták
- Molecular Gastroenterology Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi Str. 46, Budapest, 1088 Hungary
| | - Sándor Spisák
- Current Address: Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Zsolt Tulassay
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Béla Molnár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
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Péterfia B, Kalmár A, Patai ÁV, Csabai I, Bodor A, Micsik T, Wichmann B, Egedi K, Hollósi P, Kovalszky I, Tulassay Z, Molnár B. Construction of a multiplex mutation hot spot PCR panel: the first step towards colorectal cancer genotyping on the GS Junior platform. J Cancer 2017; 8:162-173. [PMID: 28243320 PMCID: PMC5327365 DOI: 10.7150/jca.16037] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Accepted: 09/04/2016] [Indexed: 12/15/2022] Open
Abstract
Background: To support cancer therapy, development of low cost library preparation techniques for targeted next generation sequencing (NGS) is needed. In this study we designed and tested a PCR-based library preparation panel with limited target area for sequencing the top 12 somatic mutation hot spots in colorectal cancer on the GS Junior instrument. Materials and Methods: A multiplex PCR panel was designed to amplify regions of mutation hot spots in 12 selected genes (APC, BRAF, CTNNB1, EGFR, FBXW7, KRAS, NRAS, MSH6, PIK3CA, SMAD2, SMAD4, TP53). Amplicons were sequenced on a GS Junior instrument using ligated and barcoded adaptors. Eight samples were sequenced in a single run. Colonic DNA samples (8 normal mucosa; 33 adenomas; 17 adenocarcinomas) as well as HT-29 and Caco-2 cell lines with known mutation profiles were analyzed. Variants found by the panel on APC, BRAF, KRAS and NRAS genes were validated by conventional sequencing. Results: In total, 34 kinds of mutations were detected including two novel mutations (FBXW7 c.1740:C>G and SMAD4 c.413C>G) that have not been recorded in mutation databases, and one potential germline mutation (APC). The most frequently mutated genes were APC, TP53 and KRAS with 30%, 15% and 21% frequencies in adenomas and 29%, 53% and 29% frequencies in carcinomas, respectively. In cell lines, all the expected mutations were detected except for one located in a homopolymer region. According to re-sequencing results sensitivity and specificity was 100% and 92% respectively. Conclusions: Our NGS-based screening panel denotes a promising step towards low cost colorectal cancer genotyping on the GS Junior instrument. Despite the relatively low coverage, we discovered two novel mutations and obtained mutation frequencies comparable to literature data. Additionally, as an advantage, this panel requires less template DNA than sequence capture colon cancer panels currently available for the GS Junior instrument.
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Affiliation(s)
- Bálint Péterfia
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary;; Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Alexandra Kalmár
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Árpád V Patai
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - István Csabai
- Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary
| | - András Bodor
- Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary
| | - Tamás Micsik
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Barnabás Wichmann
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Krisztina Egedi
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Péter Hollósi
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary;; Tumor Progression Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Ilona Kovalszky
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Zsolt Tulassay
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary;; Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Béla Molnár
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary;; Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
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48
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Valcz G, Galamb O, Krenács T, Spisák S, Kalmár A, Patai ÁV, Wichmann B, Dede K, Tulassay Z, Molnár B. Exosomes in colorectal carcinoma formation: ALIX under the magnifying glass. Mod Pathol 2016; 29:928-38. [PMID: 27150162 DOI: 10.1038/modpathol.2016.72] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 03/07/2016] [Accepted: 03/07/2016] [Indexed: 02/07/2023]
Abstract
Exosomes are small membrane vesicles that have important roles in transporting a great variety of bioactive molecules between epithelial compartment and their microenvironment during tumor formation including colorectal adenoma-carcinoma sequence. We tested the mRNA expression of the top 25 exosome-related markers based on ExoCharta database in healthy (n=49), adenoma (n=49) and colorectal carcinoma (n=49) patients using Affymetrix HGU133 Plus2.0 microarrays. Most related genes showed significantly elevated expression including PGK1, PKM, ANXA5, ENO1, HSP90AB1 and MSN during adenoma-carcinoma sequence. Surprisingly, the expression of ALIX (ALG 2-interacting protein X), involved in multivesicular body (MVB) and exosome formation, was significantly reduced in normal vs adenoma (P=5.02 × 10(-13)) and in normal vs colorectal carcinoma comparisons (P=1.51 × 10(-10)). ALIX also showed significant reduction (P<0.05) at the in situ protein level in the epithelial compartment of adenoma (n=35) and colorectal carcinoma (n=37) patients compared with 27 healthy individuals. Furthermore, significantly reduced ALIX protein levels were accompanied by their gradual transition from diffuse cytoplasmic expression to granular signals, which fell into the 0.6-2 μm diameter size range of MVBs. These ALIX-positive particles were seen in the tumor nests, including tumor-stroma border, which suggest their exosome function. MVB-like structures were also detected in tumor microenvironment including α-smooth muscle actin-positive stromal cells, budding off cancer cells in the tumor front as well as in cancer cells entrapped within lymphoid vessels. In conclusion, we determined the top aberrantly expressed exosome-associated markers and revealed the transition of diffuse ALIX protein signals into a MVB-like pattern during adenoma-carcinoma sequence. These tumor-associated particles seen both in the carcinoma and the surrounding microenvironment can potentially mediate epithelial-stromal interactions involved in the regulation of tumor growth, metastatic invasion and therapy response.
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Affiliation(s)
- Gábor Valcz
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Orsolya Galamb
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University and MTA-SE Tumor Progression Research Group, Budapest, Hungary
| | - Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Alexandra Kalmár
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Árpád V Patai
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Barna Wichmann
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Kristóf Dede
- Department of General Surgery and Surgical Oncology, Uzsoki Teaching Hospital, Budapest, Hungary
| | - Zsolt Tulassay
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.,2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Béla Molnár
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.,2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
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Galamb O, Kalmár A, Péterfia B, Csabai I, Bodor A, Ribli D, Krenács T, Patai ÁV, Wichmann B, Barták BK, Tóth K, Valcz G, Spisák S, Tulassay Z, Molnár B. Aberrant DNA methylation of WNT pathway genes in the development and progression of CIMP-negative colorectal cancer. Epigenetics 2016; 11:588-602. [PMID: 27245242 DOI: 10.1080/15592294.2016.1190894] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The WNT signaling pathway has an essential role in colorectal carcinogenesis and progression, which involves a cascade of genetic and epigenetic changes. We aimed to analyze DNA methylation affecting the WNT pathway genes in colorectal carcinogenesis in promoter and gene body regions using whole methylome analysis in 9 colorectal cancer, 15 adenoma, and 6 normal tumor adjacent tissue (NAT) samples by methyl capture sequencing. Functional methylation was confirmed on 5-aza-2'-deoxycytidine-treated colorectal cancer cell line datasets. In parallel with the DNA methylation analysis, mutations of WNT pathway genes (APC, β-catenin/CTNNB1) were analyzed by 454 sequencing on GS Junior platform. Most differentially methylated CpG sites were localized in gene body regions (95% of WNT pathway genes). In the promoter regions, 33 of the 160 analyzed WNT pathway genes were differentially methylated in colorectal cancer vs. normal, including hypermethylated AXIN2, CHP1, PRICKLE1, SFRP1, SFRP2, SOX17, and hypomethylated CACYBP, CTNNB1, MYC; 44 genes in adenoma vs. NAT; and 41 genes in colorectal cancer vs. adenoma comparisons. Hypermethylation of AXIN2, DKK1, VANGL1, and WNT5A gene promoters was higher, while those of SOX17, PRICKLE1, DAAM2, and MYC was lower in colon carcinoma compared to adenoma. Inverse correlation between expression and methylation was confirmed in 23 genes, including APC, CHP1, PRICKLE1, PSEN1, and SFRP1. Differential methylation affected both canonical and noncanonical WNT pathway genes in colorectal normal-adenoma-carcinoma sequence. Aberrant DNA methylation appears already in adenomas as an early event of colorectal carcinogenesis.
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Affiliation(s)
- Orsolya Galamb
- a Molecular Medicine Research Group , Hungarian Academy of Sciences , Budapest , Hungary
| | - Alexandra Kalmár
- b 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Bálint Péterfia
- b 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - István Csabai
- c Department of Physics of Complex Systems , Eötvös Loránd University , Budapest , Hungary
| | - András Bodor
- c Department of Physics of Complex Systems , Eötvös Loránd University , Budapest , Hungary
| | - Dezső Ribli
- c Department of Physics of Complex Systems , Eötvös Loránd University , Budapest , Hungary
| | - Tibor Krenács
- d 1st Department of Pathology and Experimental Cancer Research , Semmelweis University , Budapest , Hungary.,e Tumor Progression Research Group , Hungarian Academy of Sciences - Semmelweis University , Budapest , Hungary
| | - Árpád V Patai
- b 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Barnabás Wichmann
- a Molecular Medicine Research Group , Hungarian Academy of Sciences , Budapest , Hungary
| | - Barbara Kinga Barták
- b 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Kinga Tóth
- b 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Gábor Valcz
- a Molecular Medicine Research Group , Hungarian Academy of Sciences , Budapest , Hungary
| | - Sándor Spisák
- f Department of Medical Oncology , Dana-Farber Cancer Institute , Boston , MA , USA
| | - Zsolt Tulassay
- a Molecular Medicine Research Group , Hungarian Academy of Sciences , Budapest , Hungary.,b 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Béla Molnár
- a Molecular Medicine Research Group , Hungarian Academy of Sciences , Budapest , Hungary
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Abstract
Screening methods for the most frequent diagnosed malignant tumor, colorectal cancer (CRC), have limitations. Circulating cell-free DNA (cfDNA) analysis came into focus as a potential screening test for CRC. Detection of epigenetic and genetic alterations of cfDNA as DNA methylation or DNA mutations and related ribonucleic acids may improve cancer detection based on unique, CRC-specific patterns. In this review the authors summarize the CRC-specific nucleic acid biomarkers measured in peripheral blood and their potential as screening markers. Detection of DNA mutation has inadequate sensitivity; however, methylated DNA can be established with higher sensitivity from CRC plasma samples. The ribonucleic acid based miRNA studies represented higher sensitivity for CRC as compared with mRNA studies. Recently, isolation of cfDNA has become automated, highly reproducible and a high throughput method. With automated possible diagnostic tools, a new approach may be available for CRC screening as liquid biopsy.
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Affiliation(s)
- Kinga Tóth
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Barbara Kinga Barták
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Zsolt Tulassay
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary.,b Molecular Medicine Research Unit , Hungarian Academy of Sciences , Budapest , Hungary
| | - Béla Molnár
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary.,b Molecular Medicine Research Unit , Hungarian Academy of Sciences , Budapest , Hungary
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