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Szmolka A, Gellért Á, Szemerits D, Rapcsák F, Spisák S, Adorján A. Emergence and Genomic Features of a mcr-1 Escherichia coli from Duck in Hungary. Antibiotics (Basel) 2023; 12:1519. [PMID: 37887221 PMCID: PMC10604428 DOI: 10.3390/antibiotics12101519] [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: 09/15/2023] [Revised: 10/03/2023] [Accepted: 10/05/2023] [Indexed: 10/28/2023] Open
Abstract
Plasmids carrying high-risk resistance mechanisms in pathogenic E. coli have gained particular attention in veterinary medicine, especially since the discovery of the colistin resistance gene, mcr-1. Here, we provide the first evidence of its emergence and describe the complete mcr-1 plasmid sequence of a multi-resistant avian pathogenic E. coli (APEC) strain from waterfowl in Hungary. Whole-genome sequencing analysis and core-genome MLST were performed to characterize the genome structure of the mcr-1 plasmid and to reveal the phylogenetic relation between the Hungarian duck strain Ec45-2020 and the internationally circulating mcr-1-positive E. coli strains from poultry and humans. Results showed that plasmid pEc45-2020-33kb displayed a high level of genome identity with mcr-1 plasmids of IncX4 type widespread among human, animal and food reservoirs of enteric bacteria of public health. The mcr-1-positive E. coli strain Ec45-2020 belongs to the ST162 genotype, considered as one of the globally disseminated zoonotic genotypes of MDR E. coli. In accordance with international findings, our results underline the importance of continuous surveillance of enteric bacteria with high-risk antimicrobial resistance genotypes, including neglected animals, such as waterfowls, as possible reservoirs for the colistin resistance gene mcr-1.
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Affiliation(s)
- Ama Szmolka
- HUN-REN Veterinary Medical Research Institute, 1143 Budapest, Hungary; (Á.G.); (F.R.)
| | - Ákos Gellért
- HUN-REN Veterinary Medical Research Institute, 1143 Budapest, Hungary; (Á.G.); (F.R.)
| | - Dóra Szemerits
- Department of Microbiology and Infectious Diseases, University of Veterinary Medicine, 1143 Budapest, Hungary; (D.S.); (A.A.)
| | - Fanni Rapcsák
- HUN-REN Veterinary Medical Research Institute, 1143 Budapest, Hungary; (Á.G.); (F.R.)
| | - Sándor Spisák
- Institute of Enzymology, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary;
| | - András Adorján
- Department of Microbiology and Infectious Diseases, University of Veterinary Medicine, 1143 Budapest, Hungary; (D.S.); (A.A.)
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2
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Vízkeleti L, Spisák S. Rewired Metabolism Caused by the Oncogenic Deregulation of MYC as an Attractive Therapeutic Target in Cancers. Cells 2023; 12:1745. [PMID: 37443779 PMCID: PMC10341379 DOI: 10.3390/cells12131745] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 06/20/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023] Open
Abstract
MYC is one of the most deregulated oncogenes on multiple levels in cancer. As a node transcription factor, MYC plays a diverse regulatory role in many cellular processes, including cell cycle and metabolism, both in physiological and pathological conditions. The relentless growth and proliferation of tumor cells lead to an insatiable demand for energy and nutrients, which requires the rewiring of cellular metabolism. As MYC can orchestrate all aspects of cellular metabolism, its altered regulation plays a central role in these processes, such as the Warburg effect, and is a well-established hallmark of cancer development. However, our current knowledge of MYC suggests that its spatial- and concentration-dependent contribution to tumorigenesis depends more on changes in the global or relative expression of target genes. As the direct targeting of MYC is proven to be challenging due to its relatively high toxicity, understanding its underlying regulatory mechanisms is essential for the development of tumor-selective targeted therapies. The aim of this review is to comprehensively summarize the diverse forms of MYC oncogenic deregulation, including DNA-, transcriptional- and post-translational level alterations, and their consequences for cellular metabolism. Furthermore, we also review the currently available and potentially attractive therapeutic options that exploit the vulnerability arising from the metabolic rearrangement of MYC-driven tumors.
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Affiliation(s)
- Laura Vízkeleti
- Department of Bioinformatics, Faculty of Medicine, Semmelweis University, 1094 Budapest, Hungary;
| | - Sándor Spisák
- Institute of Enzymology, Research Centre for Natural Sciences, Eötvös Loránd Research Network, 1117 Budapest, Hungary
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3
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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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4
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Tóth AG, Csabai I, Judge MF, Maróti G, Becsei Á, Spisák S, Solymosi N. Mobile Antimicrobial Resistance Genes in Probiotics. Antibiotics (Basel) 2021; 10:antibiotics10111287. [PMID: 34827225 PMCID: PMC8614787 DOI: 10.3390/antibiotics10111287] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [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: 08/12/2021] [Revised: 10/14/2021] [Accepted: 10/20/2021] [Indexed: 01/19/2023] Open
Abstract
Even though people worldwide tend to consume probiotic products for their beneficial health effects on a daily basis, recently, concerns were outlined regarding the uptake and potential intestinal colonisation of the bacteria that they carry. These bacteria are capable of executing horizontal gene transfer (HGT) which facilitates the movement of various genes, including antimicrobial resistance genes (ARGs), among the donor and recipient bacterial populations. Within our study, 47 shotgun sequencing datasets deriving from various probiotic samples (isolated strains and metagenomes) were bioinformatically analysed. We detected more than 70 ARGs, out of which rpoB mutants conferring resistance to rifampicin, tet(W/N/W) and potentially extended-spectrum beta-lactamase (ESBL) coding TEM-116 were the most common. Numerous ARGs were associated with integrated mobile genetic elements, plasmids or phages promoting the HGT. Our findings raise clinical and public health concerns as the consumption of probiotic products may lead to the transfer of ARGs to human gut bacteria.
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Affiliation(s)
- Adrienn Gréta Tóth
- Health Services Management Training Centre, Semmelweis University, 1125 Budapest, Hungary;
| | - István Csabai
- Department of Phyisics of Complex Systems, Eötvös Loránd University, 1117 Budapest, Hungary; (I.C.); (Á.B.)
| | - Maura Fiona Judge
- Centre for Bioinformatics, University of Veterinary Medicine Budapest, 1078 Budapest, Hungary;
| | - Gergely Maróti
- Institute of Plant Biology, Biological Research Center, 6726 Szeged, Hungary;
- Faculty of Water Sciences, University of Public Service, 6500 Baja, Hungary
| | - Ágnes Becsei
- Department of Phyisics of Complex Systems, Eötvös Loránd University, 1117 Budapest, Hungary; (I.C.); (Á.B.)
| | - Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA;
| | - Norbert Solymosi
- Centre for Bioinformatics, University of Veterinary Medicine Budapest, 1078 Budapest, Hungary;
- Correspondence: ; Tel.: +36-30-9347-069
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5
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Börcsök J, Sztupinszki Z, Bekele R, Gao SP, Diossy M, Samant AS, Dillon KM, Tisza V, Spisák S, Rusz O, Csabai I, Pappot H, Frazier ZJ, Konieczkowski DJ, Liu D, Vasani N, Rodrigues JA, Solit DB, Hoffman-Censits JH, Plimack ER, Rosenberg JE, Lazaro JB, Taplin ME, Iyer G, Brunak S, Lozsa R, Van Allen EM, Szüts D, Mouw KW, Szallasi Z. Identification of a Synthetic Lethal Relationship between Nucleotide Excision Repair Deficiency and Irofulven Sensitivity in Urothelial Cancer. Clin Cancer Res 2020; 27:2011-2022. [PMID: 33208343 DOI: 10.1158/1078-0432.ccr-20-3316] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 10/16/2020] [Accepted: 11/04/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Cisplatin-based chemotherapy is a first-line treatment for muscle-invasive and metastatic urothelial cancer. Approximately 10% of bladder urothelial tumors have a somatic missense mutation in the nucleotide excision repair (NER) gene, ERCC2, which confers increased sensitivity to cisplatin-based chemotherapy. However, a significant subset of patients is ineligible to receive cisplatin-based therapy due to medical contraindications, and no NER-targeted approaches are available for platinum-ineligible or platinum-refractory ERCC2-mutant cases. EXPERIMENTAL DESIGN We used a series of NER-proficient and NER-deficient preclinical tumor models to test sensitivity to irofulven, an abandoned anticancer agent. In addition, we used available clinical and sequencing data from multiple urothelial tumor cohorts to develop and validate a composite mutational signature of ERCC2 deficiency and cisplatin sensitivity. RESULTS We identified a novel synthetic lethal relationship between tumor NER deficiency and sensitivity to irofulven. Irofulven specifically targets cells with inactivation of the transcription-coupled NER (TC-NER) pathway and leads to robust responses in vitro and in vivo, including in models with acquired cisplatin resistance, while having minimal effect on cells with intact NER. We also found that a composite mutational signature of ERCC2 deficiency was strongly associated with cisplatin response in patients and was also associated with cisplatin and irofulven sensitivity in preclinical models. CONCLUSIONS Tumor NER deficiency confers sensitivity to irofulven, a previously abandoned anticancer agent, with minimal activity in NER-proficient cells. A composite mutational signature of NER deficiency may be useful in identifying patients likely to respond to NER-targeting agents, including cisplatin and irofulven.See related commentary by Jiang and Greenberg, p. 1833.
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Affiliation(s)
- Judit Börcsök
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Raie Bekele
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Sizhi P Gao
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Miklos Diossy
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Amruta S Samant
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kasia M Dillon
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Viktoria Tisza
- Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts
| | - Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Orsolya Rusz
- 2nd Department of Pathology, SE NAP, Brain Metastasis Research Group, Semmelweis University, Budapest, Hungary
| | - Istvan Csabai
- Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary
| | - Helle Pappot
- Department of Oncology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Zoë J Frazier
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - David J Konieczkowski
- Department of Radiation Oncology, Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, The Ohio State University, Columbus, Ohio
| | - David Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Naresh Vasani
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James A Rodrigues
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David B Solit
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Genitourinary Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Marie-Josee and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Jean H Hoffman-Censits
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
| | - Elizabeth R Plimack
- Department of Hematology/Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Jonathan E Rosenberg
- Genitourinary Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Jean-Bernard Lazaro
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mary-Ellen Taplin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Gopa Iyer
- Genitourinary Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Søren Brunak
- Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen, Denmark
| | - Rita Lozsa
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Dávid Szüts
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Kent W Mouw
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
- Department of Radiation Oncology, Brigham & Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Zoltan Szallasi
- Danish Cancer Society Research Center, Copenhagen, Denmark.
- Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts
- 2nd Department of Pathology, SE NAP, Brain Metastasis Research Group, Semmelweis University, Budapest, Hungary
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6
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Vincze B, Varga M, Kutasi O, Zenke P, Szenci O, Baska F, Bartels A, Spisák S, Cseh S, Solymosi N. Family aggregation analysis shows a possible heritable background of equine grass sickness (dysautonomia) in a Hungarian stud population. Acta Vet Hung 2020; 68:263-268. [PMID: 33128520 DOI: 10.1556/004.2020.00038] [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] [Received: 04/06/2020] [Accepted: 05/08/2020] [Indexed: 11/19/2022]
Abstract
Equine grass sickness (also known as dysautonomia) is a life-threatening polyneuropathic disease affecting horses with approx. 80% mortality. Since its first description over a century ago, several factors, such as the phenotype, intestinal microbiome, environment, management and climate, have been supposed to be associated with the increased risk of dysautonomia. In this retrospective study, we examined the possible involvement of genetic factors. Medical and pedigree datasets regarding 1,233 horses with 49 affected animals born during a 23-year period were used in the analysis. Among the descendants of some stallions, the proportion of animals diagnosed with dysautonomia was unexpectedly high. Among males, the odds of dysautonomia were found to be higher, albeit not significantly, than among females. Significant familial clustering (genealogical index of familiality, P = 0.001) was observed among the affected animals. Further subgroups were identified with significant (P < 0.001) aggregation among close relatives using kinship-based methods. Our analysis, along with the slightly higher disease frequency in males, suggests that dysautonomia may have a genetic causal factor with an X-linked recessive inheritance pattern. This is the first study providing ancestry data and suggesting a heritable component in the likely multifactorial aetiology of the disease.
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Affiliation(s)
- Boglárka Vincze
- 1Department of Obstetrics and Food Animal Medicine Clinic, University of Veterinary Medicine, István u. 2, H-1078 Budapest, Hungary
| | - Márta Varga
- 2Department of Animal Breeding, Nutrition and Laboratory Animal Science, Laboratory of Genetics, University of Veterinary Medicine, Budapest, Hungary
| | - Orsolya Kutasi
- 2Department of Animal Breeding, Nutrition and Laboratory Animal Science, Laboratory of Genetics, University of Veterinary Medicine, Budapest, Hungary
| | - Petra Zenke
- 2Department of Animal Breeding, Nutrition and Laboratory Animal Science, Laboratory of Genetics, University of Veterinary Medicine, Budapest, Hungary
| | - Ottó Szenci
- 1Department of Obstetrics and Food Animal Medicine Clinic, University of Veterinary Medicine, István u. 2, H-1078 Budapest, Hungary
| | - Ferenc Baska
- 3Department and Clinic of Zoo and Wildlife Medicine, University of Veterinary Medicine, Budapest, Hungary
| | - Alan Bartels
- 4Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard University, Boston, MA, USA
| | - Sándor Spisák
- 4Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard University, Boston, MA, USA
| | - Sándor Cseh
- 1Department of Obstetrics and Food Animal Medicine Clinic, University of Veterinary Medicine, István u. 2, H-1078 Budapest, Hungary
| | - Norbert Solymosi
- 5Centre for Bioinformatics, University of Veterinary Medicine, Budapest, Hungary
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Póti Á, Gyergyák H, Németh E, Rusz O, Tóth S, Kovácsházi C, Chen D, Szikriszt B, Spisák S, Takeda S, Szakács G, Szallasi Z, Richardson AL, Szüts D. Correlation of homologous recombination deficiency induced mutational signatures with sensitivity to PARP inhibitors and cytotoxic agents. Genome Biol 2019; 20:240. [PMID: 31727117 PMCID: PMC6857305 DOI: 10.1186/s13059-019-1867-0] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [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: 05/07/2019] [Accepted: 10/28/2019] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Homologous recombination (HR) repair deficiency arising from defects in BRCA1 or BRCA2 is associated with characteristic patterns of somatic mutations. In this genetic study, we ask whether inactivating mutations in further genes of the HR pathway or the DNA damage checkpoint also give rise to somatic mutation patterns that can be used for treatment prediction. RESULTS Using whole genome sequencing of an isogenic knockout cell line panel, we find a universal HR deficiency-specific base substitution signature that is similar to COSMIC signature 3. In contrast, we detect different deletion phenotypes corresponding to specific HR mutants. The inactivation of BRCA2 or PALB2 leads to larger deletions, typically with microhomology, when compared to the disruption of BRCA1, RAD51 paralogs, or RAD54. Comparison with the deletion spectrum of Cas9 cut sites suggests that most spontaneously arising genomic deletions are not the consequence of double-strand breaks. Surprisingly, the inactivation of checkpoint kinases ATM and CHK2 has no mutagenic consequences. Analysis of tumor exomes with biallelic inactivating mutations in the investigated genes confirms the validity of the cell line models. We present a comprehensive analysis of sensitivity of the investigated mutants to 13 therapeutic agents for the purpose of correlating genomic mutagenic phenotypes with drug sensitivity. CONCLUSION Our results suggest that no single genomic mutational class shows perfect correlation with sensitivity to common treatments, but the contribution of COSMIC signature 3 to base substitutions, or a combined measure of different features, may be reasonably good at predicting platinum and PARP inhibitor sensitivity.
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Affiliation(s)
- Ádám Póti
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
| | - Hella Gyergyák
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
| | - Eszter Németh
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
| | - Orsolya Rusz
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
- Department of Oncotherapy, University of Szeged, Szeged, Hungary
| | - Szilárd Tóth
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
| | - Csenger Kovácsházi
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
| | - Dan Chen
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
| | - Bernadett Szikriszt
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
| | - Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Shunichi Takeda
- Department of Radiation Genetics, Kyoto University Medical School, Kyoto, 606-8501, Japan
| | - Gergely Szakács
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary
- Institute of Cancer Research, Medical University Vienna, Vienna, Austria
| | - Zoltan Szallasi
- Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Danish Cancer Society Research Center, Copenhagen, Denmark
- SE-NAP, Brain Metastasis Research Group, 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | | | - Dávid Szüts
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudosok krt 2, Budapest, H-1117, Hungary.
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8
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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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9
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Takeda DY, Spisák S, Seo JH, Bell C, O'Connor E, Korthauer K, Ribli D, Csabai I, Solymosi N, Szállási Z, Stillman DR, Cejas P, Qiu X, Long HW, Tisza V, Nuzzo PV, Rohanizadegan M, Pomerantz MM, Hahn WC, Freedman ML. A Somatically Acquired Enhancer of the Androgen Receptor Is a Noncoding Driver in Advanced Prostate Cancer. Cell 2018; 174:422-432.e13. [PMID: 29909987 PMCID: PMC6046260 DOI: 10.1016/j.cell.2018.05.037] [Citation(s) in RCA: 196] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 03/11/2018] [Accepted: 05/16/2018] [Indexed: 12/26/2022]
Abstract
Increased androgen receptor (AR) activity drives therapeutic resistance in advanced prostate cancer. The most common resistance mechanism is amplification of this locus presumably targeting the AR gene. Here, we identify and characterize a somatically acquired AR enhancer located 650 kb centromeric to the AR. Systematic perturbation of this enhancer using genome editing decreased proliferation by suppressing AR levels. Insertion of an additional copy of this region sufficed to increase proliferation under low androgen conditions and to decrease sensitivity to enzalutamide. Epigenetic data generated in localized prostate tumors and benign specimens support the notion that this region is a developmental enhancer. Collectively, these observations underscore the importance of epigenomic profiling in primary specimens and the value of deploying genome editing to functionally characterize noncoding elements. More broadly, this work identifies a therapeutic vulnerability for targeting the AR and emphasizes the importance of regulatory elements as highly recurrent oncogenic drivers.
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Affiliation(s)
- David Y Takeda
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; The Eli and Edythe L. Broad Institute, Cambridge, MA 02142, USA
| | - Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Ji-Heui Seo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Connor Bell
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Edward O'Connor
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Keegan Korthauer
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Department of Biostatistics & Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Dezső Ribli
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Pázmány P. s. 1A, Budapest 1117, Hungary
| | - István Csabai
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Pázmány P. s. 1A, Budapest 1117, Hungary
| | - Norbert Solymosi
- Centre for Bioinformatics, University of Veterinary Medicine, István str. 2, Budapest 1078, Hungary
| | - Zoltán Szállási
- Computational Health Informatics Program (CHIP) Boston Children's Hospital Harvard Medical School, Boston, MA 02215, USA; Danish Cancer Society Research Center, Strandboulevarden 49, 2100 Copenhagen, Denmark; 2nd Department of Pathology, MTA-SE NAP, Brain Metastasis Research Group, Hungarian Academy of Sciences, Semmelweis University, Budapest 1091, Hungary
| | - David R Stillman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Paloma Cejas
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Xintao Qiu
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Henry W Long
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Viktória Tisza
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Computational Health Informatics Program (CHIP) Boston Children's Hospital Harvard Medical School, Boston, MA 02215, USA
| | - Pier Vitale Nuzzo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Internal Medicine, School of Medicine, University of Genoa, Genoa, Lgo R. Benzi 10, 16132, Italy
| | - Mersedeh Rohanizadegan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Mark M Pomerantz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; The Eli and Edythe L. Broad Institute, Cambridge, MA 02142, USA
| | - Matthew L Freedman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; The Eli and Edythe L. Broad Institute, Cambridge, MA 02142, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
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10
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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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11
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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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12
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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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13
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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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14
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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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15
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Kalmár A, Péterfia B, Hollósi P, Galamb O, Spisák S, Wichmann B, Bodor A, Tóth K, Patai ÁV, Valcz G, Nagy ZB, Kubák V, Tulassay Z, Kovalszky I, Molnár B. DNA hypermethylation and decreased mRNA expression of MAL, PRIMA1, PTGDR and SFRP1 in colorectal adenoma and cancer. BMC Cancer 2015; 15:736. [PMID: 26482433 PMCID: PMC4612409 DOI: 10.1186/s12885-015-1687-x] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [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: 10/13/2014] [Accepted: 10/07/2015] [Indexed: 12/18/2022] Open
Abstract
Background Colorectal cancer (CRC) development is accompanied by changes in expression for several genes; but the details of the underlying regulatory procesess remain unknown. Our aims were to assess the role of epigenetic processes in tumour formation and to identify characteristic DNA methylation and miRNA alterations in the colorectal adenoma-carcinoma sequence. Methods Whole genome expression profiling was performed on colonic biopsy samples (49 healthy normal, 49 colorectal adenoma (AD), 49 CRC); on laser capture microdissected (LCM) epithelial and stromal cells from 6 CRC-normal adjacent tissue (NAT) samples pairs, and on demethylated human CRC cell lines using HGU133 Plus 2.0 microarrays (Affymetrix). Methylation status of genes with gradually altering expression along the AD-CRC sequence was further analysed on 10–10 macrodissected and 5–5 LCM samples from healthy colon, from adenoma and from CRC biopsy samples using bisulfite-sequencing PCR (BS-PCR) followed by pyrosequencing. In silico miRNA prediction for the selected genes was performed with miRWALK algorithm, miRNA expression was analysed on 3 CRC-NAT sample pairs and 3 adenoma tissue samples using the Human Panel I + II (Exiqon). SFRP1 immunohistochemistry experiments were performed. Results A set of transcripts (18 genes including MAL, SFRP1, SULT1A1, PRIMA1, PTGDR) showed decreasing expression (p < 0.01) in the biopsy samples along the adenoma-carcinoma sequence. Three of those (COL1A2, SFRP2, SOCS3) showed hypermethylation and THBS2 showed hypomethylation both in AD and in CRC samples compared to NAT, while BCL2, PRIMA1 and PTGDR showed hypermethylation only in the CRC group. miR-21 was found to be significantly (p < 0.01) upregulated in adenoma and tumour samples compared to the healthy colonic tissue controls and could explain the altered expression of genes for which DNA methylation changes do not appear to play role (e.g. BCL2, MAL, PTGS2). Demethylation treatment could upregulate gene expression of genes that were found to be hypermethylated in human CRC tissue samples. Decreasing protein levels of SFRP1 was also observed along the adenoma-carcinoma sequence. Conclusion Hypermethylation of the selected markers (MAL, PRIMA1, PTGDR and SFRP1) can result in reduced gene expression and may contribute to the formation of colorectal cancer. Electronic supplementary material The online version of this article (doi:10.1186/s12885-015-1687-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Alexandra Kalmár
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary. .,Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Bálint Péterfia
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary. .,Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Péter Hollósi
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary. .,Tumour Progression Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Orsolya Galamb
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Sándor Spisák
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Barnabás Wichmann
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
| | - András Bodor
- Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary.
| | - Kinga Tóth
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary.
| | - Árpád V Patai
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary.
| | - Gábor Valcz
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
| | | | - Vivien Kubák
- 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.
| | - Ilona Kovalszky
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 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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16
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Spisák S, Lawrenson K, Fu Y, Csabai I, Cottman RT, Seo JH, Haiman C, Han Y, Lenci R, Li Q, Tisza V, Szállási Z, Herbert ZT, Chabot M, Pomerantz M, Solymosi N, Gayther SA, Joung JK, Freedman ML. CAUSEL: an epigenome- and genome-editing pipeline for establishing function of noncoding GWAS variants. Nat Med 2015; 21:1357-63. [PMID: 26398868 PMCID: PMC4746056 DOI: 10.1038/nm.3975] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [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: 08/11/2015] [Accepted: 09/17/2015] [Indexed: 12/14/2022]
Abstract
The vast majority of disease-associated single nucleotide polymorphisms (SNPs) mapped by genome-wide association studies (GWAS) are located in the non-protein coding genome, but establishing the functional and mechanistic roles of these sequence variants has proven challenging. Here, we describe a general pipeline in which candidate functional SNPs are first evaluated by fine-mapping, epigenomic profiling, and epigenome editing and then interrogated for causal function by using genome editing to create isogenic cell lines. To validate this approach, we analyzed the 6q22.1 prostate cancer risk locus and identified rs339331 as the top scoring SNP. Epigenome editing confirmed that rs339331 possessed regulatory potential. Using transcription activator-like effector nuclease (TALEN)-mediated genome-editing, we created a panel of isogenic 22Rv1 prostate cancer cell lines representing all three genotypes (TT, TC, CC) at rs339331. Introduction of the “T” risk allele increased transcription of the RFX6 gene, increased HOXB13 binding at the rs339331 region, and increased deposition of the enhancer-associated H3K4me2 histone mark at the rs339331 region. The cell lines also differed in cellular morphology and adhesion, and pathway analysis of differentially expressed genes suggested an influence of androgens. In summary, we have developed and validated a widely accessible approach to establish functional causality for non-coding sequence variants identified by GWAS.
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Affiliation(s)
- Sándor Spisák
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Kate Lawrenson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Yanfang Fu
- Molecular Pathology Unit, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Center for Cancer Research, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Department of Pathology, Harvard Medical School, Boston, Massachusetts, USA
| | - István Csabai
- Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary
| | - Rebecca T Cottman
- Molecular Pathology Unit, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Center for Cancer Research, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, Massachusetts, USA
| | - Ji-Heui Seo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Christopher Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.,Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Ying Han
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Romina Lenci
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Qiyuan Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Medical College, Xiamen University, Xiamen, China
| | - Viktória Tisza
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, Massachusetts, USA
| | - Zoltán Szállási
- Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark.,Second Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Zachery T Herbert
- Molecular Biology Core Facilities at Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Matthew Chabot
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Mark Pomerantz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Norbert Solymosi
- Department of Animal Hygiene, Szent István University, Budapest, Hungary
| | | | - Simon A Gayther
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.,The Eli and Edythe L. Broad Institute, Cambridge, Massachusetts, USA
| | - J Keith Joung
- Molecular Pathology Unit, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Center for Cancer Research, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, Massachusetts, USA.,Department of Pathology, Harvard Medical School, Boston, Massachusetts, USA.,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, Massachusetts, USA
| | - Matthew L Freedman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,The Eli and Edythe L. Broad Institute, Cambridge, Massachusetts, USA
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17
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Kalmár A, Wichmann B, Galamb O, Spisák S, Tóth K, Leiszter K, Nielsen BS, Barták BK, Tulassay Z, Molnár B. Gene-expression analysis of a colorectal cancer-specific discriminatory transcript set on formalin-fixed, paraffin-embedded (FFPE) tissue samples. Diagn Pathol 2015. [PMID: 26208990 PMCID: PMC4515026 DOI: 10.1186/s13000-015-0363-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [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] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND A recently published transcript set is suitable for gene expression-based discrimination of normal colonic and colorectal cancer (CRC) biopsy samples. Our aim was to test the discriminatory power of the CRC-specific transcript set on independent biopsies and on formalin-fixed, paraffin-embedded (FFPE) tissue samples. METHODS Total RNA isolations were performed with the automated MagNA Pure 96 Cellular RNA Large Volume Kit (Roche) from fresh frozen biopsies stored in RNALater (CRC (n = 15) and healthy colonic (n = 15)), furthermore from FFPE specimens including CRC (n = 15) and normal adjacent tissue (NAT) (n = 15) specimens next to the tumor. After quality and quantity measurements, gene expression analysis of a colorectal cancer-specific marker set with 11 genes (CA7, COL12A1, CXCL1, CXCL2, CHI3L1, GREM1, IL1B, IL1RN, IL8, MMP3, SLC5A7) was performed with array real-time PCR using Transcriptor First Strand cDNA Synthesis Kit (Roche) and RealTime ready assays on LightCycler480 System (Roche). In situ hybridization for two selected transcripts (CA7, CXCL1) was performed on NAT (n = 3), adenoma (n = 3) and CRC (n = 3) FFPE samples. RESULTS Although analytical parameters of automatically isolated RNA samples showed differences between fresh frozen biopsy and FFPE samples, both quantity and the quality enabled their application in gene expression analyses. CRC and normal fresh frozen biopsy samples could be distinguished with 93.3% sensitivity and 86.7% specificity and FFPE samples with 96.7 and 70.0%, respectively. In situ hybridization could confirm the upregulation of CXCL1 and downregulation of CA7 in colorectal adenomas and tumors compared to healthy controls. CONCLUSION According to our results, gene expression analysis of the analyzed colorectal cancer-specific marker set can also be performed from FFPE tissue material. With the addition of an automated workflow, this marker set may enhance the objective classification of colorectal neoplasias in the routine procedure in the future.
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Affiliation(s)
- Alexandra Kalmár
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary. .,Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary. .,2nd Department of Medicine Semmelweis University, Szentkirályi str. 46., 1088, Budapest, Hungary.
| | - Barnabás Wichmann
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Orsolya Galamb
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Sándor Spisák
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Kinga Tóth
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary.
| | - Katalin Leiszter
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary.
| | | | | | - Zsolt Tulassay
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
| | - Béla Molnár
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
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18
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Fűri I, Kalmár A, Wichmann B, Spisák S, Schöller A, Barták B, Tulassay Z, Molnár B. Cell Free DNA of Tumor Origin Induces a 'Metastatic' Expression Profile in HT-29 Cancer Cell Line. PLoS One 2015; 10:e0131699. [PMID: 26133168 PMCID: PMC4489610 DOI: 10.1371/journal.pone.0131699] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Accepted: 06/05/2015] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Epithelial cells in malignant conditions release DNA into the extracellular compartment. Cell free DNA of tumor origin may act as a ligand of DNA sensing mechanisms and mediate changes in epithelial-stromal interactions. AIMS To evaluate and compare the potential autocrine and paracrine regulatory effect of normal and malignant epithelial cell-related DNA on TLR9 and STING mediated pathways in HT-29 human colorectal adenocarcinoma cells and normal fibroblasts. MATERIALS AND METHODS DNA isolated from normal and tumorous colonic epithelia of fresh frozen surgically removed tissue samples was used for 24 and 6 hour treatment of HT-29 colon carcinoma and HDF-α fibroblast cells. Whole genome mRNA expression analysis and qRT-PCR was performed for the elements/members of TLR9 signaling pathway. Immunocytochemistry was performed for epithelial markers (i.e. CK20 and E-cadherin), DNA methyltransferase 3a (DNMT3a) and NFκB (for treated HDFα cells). RESULTS Administration of tumor derived DNA on HT29 cells resulted in significant (p<0.05) mRNA level alteration in 118 genes (logFc≥1, p≤0.05), including overexpression of metallothionein genes (i.e. MT1H, MT1X, MT1P2, MT2A), metastasis-associated genes (i.e. TACSTD2, MACC1, MALAT1), tumor biomarker (CEACAM5), metabolic genes (i.e. INSIG1, LIPG), messenger molecule genes (i.e. DAPP, CREB3L2). Increased protein levels of CK20, E-cadherin, and DNMT3a was observed after tumor DNA treatment in HT-29 cells. Healthy DNA treatment affected mRNA expression of 613 genes (logFc≥1, p≤0.05), including increased expression of key adaptor molecules of TLR9 pathway (e.g. MYD88, IRAK2, NFκB, IL8, IL-1β), STING pathway (ADAR, IRF7, CXCL10, CASP1) and the FGF2 gene. CONCLUSIONS DNA from tumorous colon epithelium, but not from the normal epithelial cells acts as a pro-metastatic factor to HT-29 cells through the overexpression of pro-metastatic genes through TLR9/MYD88 independent pathway. In contrast, DNA derived from healthy colonic epithelium induced TLR9 and STING signaling pathway in normal fibroblasts.
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Affiliation(s)
- István Fűri
- Hungarian Academy of Sciences, Molecular Medicine Research Unit, Budapest, Hungary
- * E-mail:
| | - Alexandra Kalmár
- 2 Dept. of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Barnabás Wichmann
- Hungarian Academy of Sciences, Molecular Medicine Research Unit, Budapest, Hungary
| | - Sándor Spisák
- Hungarian Academy of Sciences, Molecular Medicine Research Unit, Budapest, Hungary
| | - Andrea Schöller
- 2 Dept. of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Barbara Barták
- 2 Dept. of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Zsolt Tulassay
- Hungarian Academy of Sciences, Molecular Medicine Research Unit, Budapest, Hungary
| | - Béla Molnár
- Hungarian Academy of Sciences, Molecular Medicine Research Unit, Budapest, Hungary
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19
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Kiss K, Baghy K, Spisák S, Szanyi S, Tulassay Z, Zalatnai A, Löhr JM, Jesenofsky R, Kovalszky I, Firneisz G. Chronic hyperglycemia induces trans-differentiation of human pancreatic stellate cells and enhances the malignant molecular communication with human pancreatic cancer cells. PLoS One 2015; 10:e0128059. [PMID: 26010611 PMCID: PMC4444240 DOI: 10.1371/journal.pone.0128059] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [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: 01/28/2015] [Accepted: 04/23/2015] [Indexed: 12/12/2022] Open
Abstract
Background Diabetes mellitus is linked to pancreatic cancer. We hypothesized a role for pancreatic stellate cells (PSC) in the hyperglycemia induced deterioration of pancreatic cancer and therefore studied two human cell lines (RLT-PSC, T3M4) in hyperglycemic environment. Methodology/Principal Findings The effect of chronic hyperglycemia (CHG) on PSCs was studied using mRNA expression array with real-time PCR validation and bioinformatic pathway analysis, and confirmatory protein studies. The stress fiber formation (IC: αSMA) indicated that PSCs tend to transdifferentiate to a myofibroblast-like state after exposure to CHG. The phosphorylation of p38 and ERK1/2 was increased with a consecutive upregulation of CDC25, SP1, cFOS and p21, and with downregulation of PPARγ after PSCs were exposed to chronic hyperglycemia. CXCL12 levels increased significantly in PSC supernatant after CHG exposure independently from TGF-β1 treatment (3.09-fold with a 2.73-fold without TGF-β1, p<0.05). The upregualtion of the SP1 transcription factor in PSCs after CHG exposure may be implicated in the increased CXCL12 and IGFBP2 production. In cancer cells, hyperglycemia induced an increased expression of CXCR4, a CXCL12 receptor that was also induced by PSC’s conditioned medium. The receptor-ligand interaction increased the phosphorylation of ERK1/2 and p38 resulting in activation of MAP kinase pathway, one of the most powerful stimuli for cell proliferation. Certainly, conditioned medium of PSC increased pancreatic cancer cell proliferation and this effect could be partially inhibited by a CXCR4 inhibitor. As the PSC conditioned medium (normal glucose concentration) increased the ERK1/2 and p38 phosphorylation, we concluded that PSCs produce other factor(s) that influence(s) pancreatic cancer behaviour. Conclusions Hyperglycemia induces increased CXCL12 production by the PSCs, and its receptor, CXCR4 on cancer cells. The ligand-receptor interaction activates MAP kinase signaling that causes increased cancer cell proliferation and migration.
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Affiliation(s)
- Katalin Kiss
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Kornélia Baghy
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Sándor Spisák
- Children's Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Szilárd Szanyi
- Department of General Surgery, University of Heidelberg, Heidelberg, Germany
- School of Ph.D. Studies, Semmelweis University, Budapest, Hungary
| | - Zsolt Tulassay
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Attila Zalatnai
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - J.-Matthias Löhr
- Karolinska Institutet, Gastrocentrum, Karolinska University Hospital, Stockholm, Sweden
| | - Ralf Jesenofsky
- University of Heidelberg, Medical Campus Mannheim, Dept. of Medicine II, Mannheim, Germany
| | - Ilona Kovalszky
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gábor Firneisz
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
- * E-mail:
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20
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Patai ÁV, Valcz G, Hollósi P, Kalmár A, Péterfia B, Patai Á, Wichmann B, Spisák S, Barták BK, Leiszter K, Tóth K, Sipos F, Kovalszky I, Péter Z, Miheller P, Tulassay Z, Molnár B. Comprehensive DNA Methylation Analysis Reveals a Common Ten-Gene Methylation Signature in Colorectal Adenomas and Carcinomas. PLoS One 2015; 10:e0133836. [PMID: 26291085 PMCID: PMC4546193 DOI: 10.1371/journal.pone.0133836] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Accepted: 07/02/2015] [Indexed: 02/06/2023] Open
Abstract
Microarray analysis of promoter hypermethylation provides insight into the role and extent of DNA methylation in the development of colorectal cancer (CRC) and may be co-monitored with the appearance of driver mutations. Colonic biopsy samples were obtained endoscopically from 10 normal, 23 adenoma (17 low-grade (LGD) and 6 high-grade dysplasia (HGD)), and 8 ulcerative colitis (UC) patients (4 active and 4 inactive). CRC samples were obtained from 24 patients (17 primary, 7 metastatic (MCRC)), 7 of them with synchronous LGD. Field effects were analyzed in tissues 1 cm (n = 5) and 10 cm (n = 5) from the margin of CRC. Tissue materials were studied for DNA methylation status using a 96 gene panel and for KRAS and BRAF mutations. Expression levels were assayed using whole genomic mRNA arrays. SFRP1 was further examined by immunohistochemistry. HT29 cells were treated with 5-aza-2' deoxycytidine to analyze the reversal possibility of DNA methylation. More than 85% of tumor samples showed hypermethylation in 10 genes (SFRP1, SST, BNC1, MAL, SLIT2, SFRP2, SLIT3, ALDH1A3, TMEFF2, WIF1), whereas the frequency of examined mutations were below 25%. These genes distinguished precancerous and cancerous lesions from inflamed and healthy tissue. The mRNA alterations that might be caused by systematic methylation could be partly reversed by demethylation treatment. Systematic changes in methylation patterns were observed early in CRC carcinogenesis, occuring in precursor lesions and CRC. Thus we conclude that DNA hypermethylation is an early and systematic event in colorectal carcinogenesis, and it could be potentially reversed by systematic demethylation therapy, but it would need more in vitro and in vivo experiments to support this theory.
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Affiliation(s)
- Árpád V. Patai
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- * E-mail:
| | - Gábor Valcz
- Molecular Medicine Research Group, Hungarian Academy of Sciences, 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
| | - Alexandra Kalmár
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Bálint Péterfia
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Árpád Patai
- Department of Gastroenterology and Medicine, Markusovszky University Teaching Hospital, Szombathely, Hungary
| | - Barnabás Wichmann
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Sándor Spisák
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, United States of America
| | | | - Katalin Leiszter
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Kinga Tóth
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Ferenc Sipos
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Ilona Kovalszky
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Zoltán Péter
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Pál Miheller
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Zsolt Tulassay
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Béla Molnár
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary
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21
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Műzes G, Sipos F, Fűri I, Constantinovits M, Spisák S, Wichmann B, Valcz G, Tulassay Z, Molnár B. Preconditioning with intravenous colitic cell-free DNA prevents DSS-colitis by altering TLR9-associated gene expression profile. Dig Dis Sci 2014; 59:2935-46. [PMID: 25217236 DOI: 10.1007/s10620-014-3325-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Accepted: 08/07/2014] [Indexed: 02/06/2023]
Abstract
BACKGROUND Presence of cell-free-circulating DNA (fcDNA) sequences in sera of patients with inflammatory bowel diseases (IBD) is a well-established phenomenon. Potential roles of fcDNA in diagnosis, prognosis and therapy monitoring of chronic inflammatory colonic disorders have already been examined, albeit its actual biological function still remains unclear. AIMS AND METHODS In the present experiment, we studied the immunobiological effects of isolated fcDNA of normal and inflammatory origin administered intravenously to mice prior to induction of dextran sulfate sodium (DSS)-colitis. In addition to evaluate the current disease and histological activity, changes of the gene expression profile in isolated lamina propria cells upon TLR9 ligation were assayed. RESULTS A single intravenous dose of fcDNA pretreatment with colitic fcDNA exhibited beneficial response concerning the clinical and histological severity of DSS-colitis as compared to effects of normal fcDNA. Pretreatment with colitic fcDNA substantially altered the expression of several TLR9-related and inflammatory cytokine genes in a clinically favorable manner. CONCLUSIONS During the process of acute colitis, the subsequent inflammatory environment presumably results in changes of fcDNA with the potential to facilitate the downregulation of inflammation and improvement of regeneration. Thus, preconditioning of mice with colitis-derived fcDNA via TLR9 signaling could exert a tissue-protective effect and influence beneficially the course of DSS-colitis. Elucidating mechanisms of immune response alterations by nucleic acids may provide further insight into the etiology of IBD and develop the basis of novel immunotherapies.
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Affiliation(s)
- Györgyi Műzes
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi Street 46, Budapest, 1088, Hungary,
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22
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Sipos F, Műzes G, Fűri I, Spisák S, Wichmann B, Germann TM, Constantinovits M, Krenács T, Tulassay Z, Molnár B. Intravenous administration of a single-dose free-circulating DNA of colitic origin improves severe murine DSS-colitis. Pathol Oncol Res 2014; 20:867-77. [PMID: 24723054 DOI: 10.1007/s12253-014-9766-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2013] [Accepted: 03/18/2014] [Indexed: 02/06/2023]
Abstract
In inflammatory bowel diseases the presence of free-circulating DNA (fcDNA) sequences in the sera is an established phenomenon, albeit its real biological function still remains unclear. In our study the immunobiologic effects of a single-dose, intravenously administered fcDNA of normal and colitic origin were assayed in DSS-colitic and control mice. In parallel with disease and histological activity evaluations changes of the TLR9 and inflammatory cytokine signaling gene expression profiles were assayed in isolated cells of the lamina propria. Intravenously administered colitis-derived fcDNA displayed a more prominent beneficial action regarding the clinical and histological severity of DSS-colitis than that of fcDNA of normal origin. Systemic administration of colitis-derived fcDNA significantly altered the expression of certain TLR9-related and proinflammatory cytokine genes in a clinically favorable manner. Presumably due to induction of severe colitis, the subsequent marked inflammatory environment may result changes in fcDNA with a potential to promote the downregulation of inflammation and improvement of tissue regeneration. Elucidating mechanisms of innate immune alterations by nucleic acids may provide further insight into the etiology of inflammatory bowel diseases, and develop the basis of novel nucleic acid-based immunotherapies.
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Affiliation(s)
- Ferenc Sipos
- Cell Analysis Laboratory, 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi Street 46, 1088, Budapest, Hungary,
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23
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Sipos F, Germann TM, Wichmann B, Galamb O, Spisák S, Krenács T, Tulassay Z, Molnár B, Műzes G. MMP3 and CXCL1 are potent stromal protein markers of dysplasia-carcinoma transition in sporadic colorectal cancer. Eur J Cancer Prev 2014; 23:336-43. [PMID: 24999605 DOI: 10.1097/cej.0000000000000058] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Early molecular detection of the colorectal dysplasia-carcinoma transition may augment the accuracy of diagnosis in case of biopsy orientation errors. The combination of high-throughput microarray-based biomarker screening with tissue microarray-based prospective protein biomarker expression analysis could represent an additional test in routine automated diagnostic procedures. Our aim was to test and select protein markers to identify protein expression profile alterations, focusing on the dysplasia-carcinoma transition in sporadic colorectal tumors. Dysplasia-carcinoma transition-specific transcript sets were previously identified using HGU133plus2 microarrays and Taqman RT-PCR cards. Here, 26 potential dysplasia-carcinoma transition-specific markers were tested by immunohistochemistry at the protein level using tissue microarrays in a total of 168 independent colonic biopsy samples. A set of 26 transcripts [including matrix metalloproteinase-3 (MMP3) and chemokine (C-X-C motif) ligand 1 (CXCL1)] has been determined recently, indicating a linear expression correlation with the adenoma-dysplasia-carcinoma sequence, thereby having the potential to discriminate between dysplasia and early malignancy. Currently, we find that high-grade dysplastic sessile adenomatous-stage and early-stage colorectal cancer conditions can be differentiated correctly by the stromal expression of MMP3 and CXCL1, respectively, on tissue microarray-based analysis. Furthermore, in cases of sporadic colorectal tumors, MMP3 protein expression in the lamina propria itself seems to be highly specific for the detection of tumorous transition. Our current and recent results indicate that appropriate antibody marker combinations are highly suitable for tissue microarray-based and digital microscopy-based, automated, high-capacity diagnostic application in tumorous colonic diseases.
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Affiliation(s)
- Ferenc Sipos
- a2nd Department of Internal Medicine bFaculty of Medicine, Department of Medicine c1st Department of Pathology and Experimental Cancer Research, Semmelweis University dMolecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
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24
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Valcz G, Patai ÁV, Kalmár A, Péterfia B, Fűri I, Wichmann B, Műzes G, Sipos F, Krenács T, Mihály E, Spisák S, Molnár B, Tulassay Z. Myofibroblast-derived SFRP1 as potential inhibitor of colorectal carcinoma field effect. PLoS One 2014; 9:e106143. [PMID: 25405986 PMCID: PMC4236006 DOI: 10.1371/journal.pone.0106143] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Accepted: 07/28/2014] [Indexed: 02/05/2023] Open
Abstract
Epigenetic changes of stromal-epithelial interactions are of key importance in the regulation of colorectal carcinoma (CRC) cells and morphologically normal, but genetically and epigenetically altered epithelium in normal adjacent tumor (NAT) areas. Here we demonstrated retained protein expression of well-known Wnt inhibitor, secreted frizzled-related protein 1 (SFRP1) in stromal myofibroblasts and decreasing epithelial expression from NAT tissues towards the tumor. SFRP1 was unmethylated in laser microdissected myofibroblasts and partially hypermethylated in epithelial cells in these areas. In contrast, we found epigenetically silenced myofibroblast-derived SFRP1 in CRC stroma. Our results suggest that the myofibroblast-derived SFRP1 protein might be a paracrine inhibitor of epithelial proliferation in NAT areas and loss of this signal may support tumor proliferation in CRC.
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Affiliation(s)
- Gábor Valcz
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Árpád V. Patai
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
- * E-mail:
| | - Alexandra Kalmár
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Bálint Péterfia
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - István Fűri
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Barnabás Wichmann
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Györgyi Műzes
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Ferenc Sipos
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Emese Mihály
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Sándor Spisák
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Béla Molnár
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
| | - Zsolt Tulassay
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, Hungary
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Kiss O, Tőkés AM, Spisák S, Szilágyi A, Lippai N, Szász AM, Kulka J. [MicroRNA-profiling in breast- and salivary gland-derived adenoid cystic carcinomas]. Orv Hetil 2013; 154:963-8. [PMID: 23774803 DOI: 10.1556/oh.2013.29643] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
INTRODUCTION Adenoid cystic carcinoma is a salivary gland-derived malignant tumor, but rarely it can originate from the breast, too. The salivary gland-derived form shows a very aggressive clinical outcome, while adenoid cystic carcinoma of the breast has mostly a very good prognosis. AIM The aim of the authors was to compare the miRNA-expression profile of breast- and salivary gland-derived cases. METHOD The miRNA-profiles of two salivary gland derived and two breast-derived adenoid cystic carcinoma tissues as well as one normal breast and one salivary gland tissues were analysed using the Affymetrix® Gene Chip. RESULTS The expression of some miRNAs differed in the tumor tissues compared to their controls: the let-7b was overexpressed in salivary gland-derived adenoid cystic carcinoma, while decreased in breast-derived adenoid cystic carcinoma. In addition, the miR-24 was decreased in salivary gland-derived but overexpressed in breast-derived adenoid cystic carcinomas. The miR-181a-2* was only detected in salivary gland-derived adenoid cystic carcinomas. CONCLUSIONS Through post-transcriptional regulation of the genes, the diverse expression of some miRNAs may partially explain the diverse clinical outcome of salivary gland-derived and breast-derived adenoid cystic carcinomas.
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Affiliation(s)
- Orsolya Kiss
- Semmelweis Egyetem, Általános Orvostudományi Kar, II. Patológiai Intézet, Budapest.
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Spisák S, Solymosi N, Ittzés P, Bodor A, Kondor D, Vattay G, Barták BK, Sipos F, Galamb O, Tulassay Z, Szállási Z, Rasmussen S, Sicheritz-Ponten T, Brunak S, Molnár B, Csabai I. Complete genes may pass from food to human blood. PLoS One 2013; 8:e69805. [PMID: 23936105 PMCID: PMC3728338 DOI: 10.1371/journal.pone.0069805] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2012] [Accepted: 06/04/2013] [Indexed: 02/05/2023] Open
Abstract
Our bloodstream is considered to be an environment well separated from the outside world and the digestive tract. According to the standard paradigm large macromolecules consumed with food cannot pass directly to the circulatory system. During digestion proteins and DNA are thought to be degraded into small constituents, amino acids and nucleic acids, respectively, and then absorbed by a complex active process and distributed to various parts of the body through the circulation system. Here, based on the analysis of over 1000 human samples from four independent studies, we report evidence that meal-derived DNA fragments which are large enough to carry complete genes can avoid degradation and through an unknown mechanism enter the human circulation system. In one of the blood samples the relative concentration of plant DNA is higher than the human DNA. The plant DNA concentration shows a surprisingly precise log-normal distribution in the plasma samples while non-plasma (cord blood) control sample was found to be free of plant DNA.
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Affiliation(s)
- Sándor Spisák
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Budapest, Hungary.
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Fűri I, Sipos F, Spisák S, Kiszner G, Wichmann B, Schöller A, Tulassay Z, Műzes G, Molnár B. Association of self-DNA mediated TLR9-related gene, DNA methyltransferase, and cytokeratin protein expression alterations in HT29-cells to DNA fragment length and methylation status. ScientificWorldJournal 2013; 2013:293296. [PMID: 24459426 PMCID: PMC3891537 DOI: 10.1155/2013/293296] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2013] [Accepted: 10/18/2013] [Indexed: 02/08/2023] Open
Abstract
To understand the biologic role of self-DNA bound to Toll-like Receptor 9 (TLR9), we assayed its effect on gene and methyltransferase expressions and cell differentiation in HT29 cells. HT29 cells were incubated separately with type-1 (normally methylated/nonfragmented), type-2 (normally methylated/fragmented), type-3 (hypermethylated/nonfragmented), or type-4 (hypermethylated/fragmented) self-DNAs. Expression levels of TLR9-signaling and proinflammatory cytokine-related genes were assayed by qRT-PCR. Methyltransferase activity and cell differentiation were examined by using DNA methyltransferase (DNMT1, -3A, -3B) and cytokeratin (CK) antibodies. Treatment with type-1 DNA resulted in significant increase in TLR9 expression. Type-2 treatment resulted in the overexpression of TLR9-related signaling molecules (MYD88A, TRAF6) and the IL8 gene. In the case of type-3 treatment, significant overexpression of NFkB, IRAK2, and IL8 as well as downregulation of TRAF6 was detected. Using type-4 DNA, TRAF6 and MYD88A gene expression was upregulated, while MYD88B, IRAK2, IL8, and TNFSF10 were all underexpressed. CK expression was significantly higher only after type-1 DNA treatment. DNMT3A expression could also be induced by type-1 DNA treatment. DNA structure may play a significant role in activation of the TLR9-dependent and even independent proinflammatory pathways. There may be a molecular link between TLR9 signaling and DNMT3A. The mode of self-DNA treatment may influence HT29 cell differentiation.
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Affiliation(s)
- István Fűri
- 12nd Department of Internal Medicine, Semmelweis University, Szentkirályi Street 46, Budapest 1088, Hungary
| | - Ferenc Sipos
- 12nd Department of Internal Medicine, Semmelweis University, Szentkirályi Street 46, Budapest 1088, Hungary
- *Ferenc Sipos:
| | - Sándor Spisák
- 2Molecular Medicine Research Unit, Hungarian Academy of Sciences, Nádor Street 7, Budapest 1051, Hungary
| | - Gergő Kiszner
- 31st Department of Pathology and Experimental Oncology, Semmelweis University, Üllői Street 26, Budapest 1085, Hungary
| | - Barnabás Wichmann
- 12nd Department of Internal Medicine, Semmelweis University, Szentkirályi Street 46, Budapest 1088, Hungary
| | - Andrea Schöller
- 12nd Department of Internal Medicine, Semmelweis University, Szentkirályi Street 46, Budapest 1088, Hungary
| | - Zsolt Tulassay
- 2Molecular Medicine Research Unit, Hungarian Academy of Sciences, Nádor Street 7, Budapest 1051, Hungary
| | - Györgyi Műzes
- 12nd Department of Internal Medicine, Semmelweis University, Szentkirályi Street 46, Budapest 1088, Hungary
| | - Béla Molnár
- 2Molecular Medicine Research Unit, Hungarian Academy of Sciences, Nádor Street 7, Budapest 1051, Hungary
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Kalmar A, Wichmann B, Galamb O, Spisák S, Tóth K, Leiszter K, Tulassay Z, Molnár B. Gene expression analysis of normal and colorectal cancer tissue samples from fresh frozen and matched formalin-fixed, paraffin-embedded (FFPE) specimens after manual and automated RNA isolation. Methods 2012; 59:S16-9. [PMID: 23036325 DOI: 10.1016/j.ymeth.2012.09.011] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Abstract
Although RNA isolation is a routine process in gene expression analysis studies, the applicability of most widely available formalin-fixed, paraffin-embedded (FFPE) samples is still limited compared to fresh frozen tissue samples due to the lower quality of the isolated RNA. Recently, novel automated isolation methods were developed in order to reduce manual sample handling and increase RNA quality and quantity. Here we present a comparison of the performance of fresh frozen and matched FFPE tissue samples obtained from the same surgically removed colonic specimens (10 normal, 10 CRC) in RT-PCR experiments. RNA isolations were performed with the automated MagNA Pure 96 Cellular RNA Large Volume Kit (Roche) compared to the manual RNeasy FFPE Mini Kit (Qiagen). Gene expression analysis of a colorectal cancer-specific marker set (with 7 genes: COL12A1, CXCL1, CXCL2, GREM1, IL1B, IL8, SLC7A5) was performed with array real-time PCR using Transcriptor First Strand cDNA Synthesis Kit (Roche) and RealTime ready assays on LightCycler® 480 System (Roche). On the basis of the gene expression of the analyzed markers, fresh frozen tumorous and normal samples could be distinguished with 100% sensitivity and 100% specificity after both isolation methods. The FFPE samples could be distinguished by similarly high specificity and sensitivity with the MagNA Pure 96 isolated samples (sensitivity: 90,0%; specificity: 90,0%) and the samples isolated with manual Qiagen method (sensitivity: 85,0%; specificity: 70,0%). According to these results, FFPE samples isolated by automated methods can serve as valuable source for retrospective gene expression studies in the field of biomarker discovery and development.
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Affiliation(s)
- Alexandra Kalmar
- 2nd Department of Medicine, Semmelweis University, Szentkirályi Str. 46, 1088 Budapest, Hungary.
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Galamb O, Wichmann B, Sipos F, Spisák S, Krenács T, Tóth K, Leiszter K, Kalmár A, Tulassay Z, Molnár B. Dysplasia-carcinoma transition specific transcripts in colonic biopsy samples. PLoS One 2012; 7:e48547. [PMID: 23155391 PMCID: PMC3498283 DOI: 10.1371/journal.pone.0048547] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2012] [Accepted: 09/26/2012] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The early molecular detection of the dysplasia-carcinoma transition may enhance the strength of diagnosis in the case of colonic biopsies. Our aims were to identify characteristic transcript sets in order to develop diagnostic mRNA expression patterns for objective classification of benign and malignant colorectal diseases and to test the classificatory power of these markers on an independent sample set. METHODOLOGY/PRINCIPAL FINDINGS Colorectal cancer (CRC) and adenoma specific transcript sets were identified using HGU133plus2 microarrays and 53 biopsies (22 CRC, 20 adenoma and 11 normal). Ninety-four independent biopsies (27 CRC, 29 adenoma and 38 normal) were analyzed on microarrays for testing the classificatory power of the discriminatory genes. Array real-time PCR validation was done on 68 independent samples (24 CRC, 24 adenoma and 20 normal). A set of 11 transcripts (including CXCL1, CHI3L1 and GREM1) was determined which could correctly discriminate between high-grade dysplastic adenoma and CRC samples by 100% sensitivity and 88.9% specificity. The discriminatory power of the marker set was proved to be high on independent samples in both microarray and RT-PCR analyses. 95.6% of original and 94.1% of cross-validated samples was correctly classified in discriminant analysis. CONCLUSIONS/SIGNIFICANCE The identified transcripts could correctly characterize the dysplasia-carcinoma transition in biopsy samples, also on a large independent sample set. These markers can establish the basis of gene expression based diagnostic classification of colorectal cancer. Diagnostic RT-PCR cards can become part of the automated routine procedure.
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Affiliation(s)
- Orsolya Galamb
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Barnabás Wichmann
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
- * E-mail:
| | - Ferenc Sipos
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Sándor Spisák
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Kinga Tóth
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Katalin Leiszter
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Alexandra Kalmár
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
| | - Zsolt Tulassay
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
| | - Béla Molnár
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary
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Spisák S, Kalmár A, Galamb O, Wichmann B, Sipos F, Péterfia B, Csabai I, Kovalszky I, Semsey S, Tulassay Z, Molnár B. Genome-wide screening of genes regulated by DNA methylation in colon cancer development. PLoS One 2012; 7:e46215. [PMID: 23049694 PMCID: PMC3462205 DOI: 10.1371/journal.pone.0046215] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2012] [Accepted: 08/28/2012] [Indexed: 02/05/2023] Open
Abstract
Tumorigenesis is accompanied by changes in the DNA methylation pattern. Our aim was to test a novel approach for identification of transcripts at whole transcript level which are regulated by DNA methylation. Our approach is based on comparison of data obtained from transcriptome profiling of primary human samples and in vitro cell culture models. Epithelial cells were collected by LCM from normal, adenoma, and tumorous colonic samples. Using gene expression analysis, we identified downregulated genes in the tumors compared to normal tissues. In parallel 3000 upregulated genes were determined in HT-29 colon adenocarcinoma cell culture model after DNA demethylation treatment. Of the 2533 transcripts showing reduced expression in the tumorous samples, 154 had increased expression as a result of DNA demethylation treatment. Approximately 2/3 of these genes had decreased expression already in the adenoma samples. Expression of five genes (GCG, NMES-1, LRMP, FAM161B and PTGDR), was validated using RT-PCR. PTGDR showed ambiguous results, therefore it was further studied to verify the extent of DNA methylation and its effect on the protein level. Results confirmed that our approach is suitable for genome-wide screening of genes which are regulated or inactivated by DNA methylation. Activity of these genes possibly interferes with tumor progression, therefore genes identified can be key factors in the formation and in the progression of the disease.
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Affiliation(s)
- Sándor Spisák
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
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Tóth K, Galamb O, Spisák S, Wichmann B, Sipos F, Valcz G, Leiszter K, Molnár B, Tulassay Z. The influence of methylated septin 9 gene on RNA and protein level in colorectal cancer. Pathol Oncol Res 2011; 17:503-9. [PMID: 21267688 DOI: 10.1007/s12253-010-9338-7] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2009] [Accepted: 11/22/2010] [Indexed: 02/05/2023]
Abstract
Colorectal cancer is one of the leading death causes in the world. Specificity and sensitivity of the present screening methods are unsuitable and their compliance is too low. Nowadays the most effective method is the colonoscopy, because it gives not only macroscopic diagnosis but therapeutic possibility as well, however the compliance of the patients is very low. Hence development of new diagnostic methods is needed. Altered expression of septin 9 was found in several tumor types including colorectal cancer. The aim of this study was to detect the methylation related mRNA and protein expression changes of septin 9 in colorectal adenoma-dysplasia-carcinoma sequence and to analyze its reversibility by demethylation treatment. Septin 9 protein expression showed significant difference between normal and colorectal cancer (CRC) samples (p < 0,001). According to biopsy microarray results, septin 9 mRNA expression decreased in the progression of colon neoplastic disease (p < 0,001). In laser microdissected epithelial cells, septin 9 significantly underexpressed in CRC compared to healthy controls (p < 0,001). The expression of septin9_v1 region was higher in the healthy samples, while septin9_v2, v4, v4*, v5 overexpression were detected in cancer epithelial cells compared to normal. The septin 9 mRNA and protein levels of HT29 cells increased after demethylation treatment. The increasing methylation of septin 9 gene during colorectal adenoma-dysplasia-carcinoma sequence progression is reflected in the decreasing mRNA and protein expression, especially in the epithelium. These changes can be reversed by demethylation agents converting this screening marker gene into therapeutic target.
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Affiliation(s)
- Kinga Tóth
- Semmelweis University, 2nd Department of Internal Medicine, Budapest, Hungary.
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Spisák S, Kalmár A, Galamb O, Sipos F, Wichmann B, Molnár B, Tulassay Z. [Identification of methylation related genes from laser capture microdissected colon samples during investigation of adenoma-carcinoma sequence]. Orv Hetil 2010; 151:805-14. [PMID: 20442051 DOI: 10.1556/oh.2010.28867] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
UNLABELLED Changes of the DNA methylation pattern are proven to be an important process during tumorigenesis. This event can occur in several manners in the tumor microenvironment and there are still not any effective and high-throughput methods for genome-wide analysis of this phenomenon. AIMS Our aim was to identify colorectal cancer development and progression specific marker genes regulated by DNA methylation using gene expression analysis. In this study we present a gene expression-based method combined with a cell culture model, which can be used for a genome-wide analysis of the methylation events during the colorectal tumorigenesis. MATERIALS AND METHODS Genes, which expression increased after the demethylation were determined in HT-29 colon adenocarcinoma cells treated with 10 microM 5-aza-2'-deoxycitidine. In parallel, 5000 epithelial cells were collected with laser microdissection (LCM) from normal, adenoma and tumorous colonic samples. The genes with gradually decreasing expression along the adenoma-carcinoma sequence were identified. By comparing the two groups, the transcripts, which are supposed to be regulated by methylation, could be determined. Finally, the identified gene set was validated on independent samples using RT-PCR. CONCLUSION The regulation of the identified genes showing decreased expression during the adenoma-carcinoma sequence, can be associated with DNA methylation. On the basis of our results, the set of genes including tumorsuppressors can be determined genome-widely, which can be key factors in the formation and the prognosis of the disease. The identified genes showing colorectal cancer specific methylation pattern can be potential therapeutic targets in the future.
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Affiliation(s)
- Sándor Spisák
- Magyar Tudományos Akadémia, Molekuláris Medicina Kutatócsoport, Budapest.
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Sipos F, Muzes G, Galamb O, Spisák S, Krenács T, Tóth K, Tulassay Z, Molnár B. The possible role of isolated lymphoid follicles in colonic mucosal repair. Pathol Oncol Res 2010; 16:11-8. [PMID: 19557549 DOI: 10.1007/s12253-009-9181-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2009] [Accepted: 06/17/2009] [Indexed: 02/08/2023]
Abstract
The continuous reformation and rapid repair of the colonic mucosa is essential for avoiding the aggregation of pernicious mutations induced by bacterial, toxic, or mitogenic factors. Gut-associated lymphoid tissue is supposed to play a central role in the organization of the repair mechanisms. In inflammatory conditions, the number, the diameter and the density of isolated lymphoid follicles (ILFs) are increasing. They are involved not just in immune surveillance, but their presence is also indispensable in normal mucosal regeneration of the colon. The relation of ILFs to the components of mucosal renewal such as bone marrow derived stem cells, follicular dendritic cells, subepithelial myofibroblasts or crypt formation has not been directly studied, and data about their putative organizer role are scattered in scientific literature. Whether they act as a regenerative pool containing stem cells in case of mucosal damage, or they are responsible only for the optimal cytokine milieu for the differentiation of immigrating stem cells is a question under debate. Our aim is to review the relation of ILFs to the different elements of colonic mucosal repair.
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Affiliation(s)
- Ferenc Sipos
- 2nd Department of Internal Medicine, Cell Analysis Laboratory, Semmelweis University, 1088, Budapest, Szentkirályi street 46., Hungary.
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Galamb O, Spisák S, Sipos F, Tóth K, Solymosi N, Wichmann B, Krenács T, Valcz G, Tulassay Z, Molnár B. Reversal of gene expression changes in the colorectal normal-adenoma pathway by NS398 selective COX2 inhibitor. Br J Cancer 2010; 102:765-73. [PMID: 20087348 PMCID: PMC2837560 DOI: 10.1038/sj.bjc.6605515] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.0] [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] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND AND AIMS Treatment of colorectal adenomas with selective cyclooxygenase-2 inhibitors can contribute to the chemoprevention of colorectal cancer (CRC), but the molecular background of their effect is not fully understood. We analysed the gene expression modulatory effect of N-(2-cyclohexyloxy-4-nitrophenyl)-methanesulfonamide (NS398) on HT29 cells to be correlated with expression data gained from biopsy samples. METHODS HT29 colon adenocarcinoma cells were treated with NS398, and global mRNA expression was analysed on HGU133Plus2.0 microarrays. Discriminatory transcripts between normal and adenoma and between adenoma and CRC biopsy samples were identified using HGU133Plus2.0 microarrays. The results were validated using RT-PCR and immunohistochemistry. RESULTS Between normal and adenoma samples, 20 classifiers were identified, including overexpressed cadherin 3, KIAA1199, and downregulated peptide YY, glucagon, claudin 8. Seventeen of them changed in a reverse manner in HT29 cells under NS398 treatment, 14 (including upregulated claudin 8, peptide YY, and downregulated cadherin 3, KIAA1199) at a significance of P<0.05. Normal and CRC could be distinguished using 38 genes, the expression of 12 of them was changed in a reverse manner under NS398 treatment. CONCLUSION NS398 has a reversal effect on the expression of several genes that altered in colorectal adenoma-carcinoma sequence. NS398 more efficiently inverted the expression changes seen in the normal-adenoma than in the normal-carcinoma transition.
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Affiliation(s)
- O Galamb
- Department of Medicine, Semmelweis University, Budapest, Hungary.
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Abstract
There is rapid development in the field of protein microarray technology with the promise of important advancements in the near future. Protein microarrays have been reportedly successful in serum tumor marker profiling as well as in drug discovery and medicinal chemistry when the effect of small molecules in protein-protein interaction is studied. Some of the bottlenecks of the technology are protein instability, problems with immobilization and stabilization of proteins to the corresponding surface, as well as aspecific and /or not preferred interactions and the lack of protein amplification techniques to generate sufficient amounts of low abundance proteins. For the time being, the number of genes in RNA expression chips is significantly greater than the number of proteins available for microchip based analysis of gene expression at the protein level. The automation and standardization routinely used with nucleic acid microarrays is not yet available in their protein chip counterparts. One of the emerging applications of protein microchips is biomarker discovery via chromatographic surface-based protein array techniques, which is applicable to minute amounts of samples with excellent detection limits using mass spectrometry based interrogation. In this paper the advantages, technical limitations and main biomedical application of protein microarrays are reviewed.
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Spisák S, Galamb B, Sipos F, Galamb O, Wichmann B, Solymosi N, Nemes B, Molnár J, Tulassay Z, Molnár B. Applicability of antibody and mRNA expression microarrays for identifying diagnostic and progression markers of early and late stage colorectal cancer. Dis Markers 2010; 28:1-14. [PMID: 20164542 PMCID: PMC3833602 DOI: 10.3233/dma-2010-0677] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The exact molecular background and the connection between protein and mRNA expression in colorectal cancer (CRC) development and progression are not completely elucidated. Our purposes were the identification of protein markers of colorectal carcinogenesis and progression using protein arrays and validation on tissue microarrays. The connection between antibody and mRNA expression array results was also examined. Using cancerous and adjacent normal samples from 10 patients with early and 6 with advanced CRC, 67 differentially expressed genes were identified between normal and cancerous samples. A marker set containing 6 proteins (CCNA1, AR, TOP1, TGFB, HSP60, ERK1) was developed which could differentiate normal specimen, early and late stage CRC with high sensitivity and specificity. Dukes D stage samples were analyzed on HGU133plus2.0 microarrays. In these samples, mRNA and protein expression of 143 genes showed strong positive correlations (R2>0.8), while a negative correlation (R2>0.9) was found in case of 95 genes. Based on our results a correlation could be established between transcriptome and antibody array results, hence the former may be used as a high-capacity screening method before applying antibody arrays containing already planned targets. Antibody microarrays may have a fundamental importance in testing of marker combinations and future application in diagnostics of tumorous diseases.
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Affiliation(s)
- Sándor Spisák
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary.
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Spisák S, Galamb B, Wichmann B, Sipos F, Galamb O, Solymosi N, Nemes B, Tulassay Z, Molnár B. [Tissue microarray (TMA) validated progression markers in colorectal cancer using antibody microarrays]. Orv Hetil 2009; 150:1607-13. [PMID: 19648079 DOI: 10.1556/oh.2009.28697] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND The exact molecular biological background of colorectal cancer development and progression are not hitherto known. Using microarray systems, hundreds or thousands of parameters could be examined simultaneously for answering the mentioned questions. AIM To identify possible protein markers of colorectal cancer development and progression using antibody array, and the validation of these markers on tissue microarrays done with colorectal cancer samples. Furthermore, to determine colorectal cancer diagnostic marker combination in protein level. MATERIALS AND METHODS Surgically resected samples from ten Dukes B and six Dukes D stage patients containing both diseased and un-involved parts of the colon were freshly frozen. The samples were homogenized and the extracted proteins were used for Clontech AB500 arrays. Twelve selected genes were validated on tissue microarrays. RESULTS The expression of 67 proteins was altered (p < 0.05) between the normal colon and cancerous samples. These genes are related to apoptosis (n = 5), cell cycle regulation (n = 7), transcription (n = 4), DNA replication (n = 6) and other cell functions, such as transport and cell adhesion (n = 45). Twelve potential markers were immunohistochemically validated on morphological level by using tissue microarrays (CYCA1, HSP60, TOP1, APC, CBP, ERK, EGFR, C-myc, Cald, DARPP32, MRE11A, AR, EPS8). CONCLUSION Based on these results, validated colorectal cancer development related protein markers are involved in a wide spectrum of cell functions such as apoptosis, cell cycle regulation, and signal transduction. A set of six proteins has been determined, which helps to differentiate between normal specimen, early and late stage colorectal cancer with high sensitivity and specificity.
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Affiliation(s)
- Sándor Spisák
- Semmelweis Egyetem, Altalános Orvostudományi Kar, II. Belgyógyászati Klinika, Budapest.
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Tóth K, Galamb O, Spisák S, Wichmann B, Sipos F, Leiszter K, Molnár J, Molnár B, Tulassay Z. [Free circulating DNA based colorectal cancer screening from peripheral blood: the possibility of the methylated septin 9 gene marker]. Orv Hetil 2009; 150:969-77. [PMID: 19443305 DOI: 10.1556/oh.2009.28625] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
DNA methylation acts in early tumorigenesis. Its detection is possible either from tissue, stool or peripheral blood. Septin 9 is a sensitive methylation marker, which has been studied in several cancers such as breast and ovarian tumors and in neurological or hematological diseases. Septin proteins have an important role from cytoskeleton organisation to development of embryonal pattern. Nowadays intensive researches are going on about the relation between the septin 9 gene hypermethylation and colorectal cancer development.
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Affiliation(s)
- Kinga Tóth
- Semmelweis Egyetem, Altalános Orvostudományi Kar, II. Belgyógyászati Klinika, Budapest.
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Galamb O, Sipos F, Spisák S, Galamb B, Krenács T, Valcz G, Tulassay Z, Molnár B. Potential biomarkers of colorectal adenoma-dysplasia-carcinoma progression: mRNA expression profiling and in situ protein detection on TMAs reveal 15 sequentially upregulated and 2 downregulated genes. Cell Oncol 2009; 31:19-29. [PMID: 19096147 PMCID: PMC4618585 DOI: 10.3233/clo-2009-0458] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND As most colorectal cancers (CRC) develop from villous adenomas, studying alterations in gene expression profiles across the colorectal adenoma-dysplasia-carcinoma sequence may yield potential biomarkers of disease progression. METHODS Total RNA was extracted, amplified, and biotinylated from colonic biopsies of 15 patients with CRC, 15 with villous adenoma and 8 normal controls. Gene expression profiles were evaluated using HGU133Plus2.0 microarrays and disease progression associated data were validated with RT-PCR. The potential biomarkers were also tested at the protein level using tissue microarray samples of 103 independent and 16 overlapping patients. RESULTS 17 genes were validated to show sequentially altered expression at mRNA level through the normal-adenoma-dysplasia-carcinoma progression. Prostaglandin-D2 receptor (PTGDR) and amnionless homolog (AMN) genes revealed gradually decreasing expression while the rest of 15 genes including osteonectin, osteopontin, collagen IV-alpha 1, biglycan, matrix GLAprotein, and von Willebrand factor demonstrated progressively increasing expression. Similar trends of expression were confirmed at protein level for PTGDR, AMN, osteopontin and osteonectin. CONCLUSIONS Downregulated AMN and PTGDR and upregulated osteopontin and osteonectin were found as potential biomarkers of colorectal carcinogenesis and disease progression to be utilized for prospective biopsy screening both at mRNA and protein levels. Gene alterations identified here may also add to our understanding of CRC progression.
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Affiliation(s)
- Orsolya Galamb
- 2nd Department of Medicine, Semmelweis University, Szentkiralyi str. 46, Budapest, Hungary.
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Galamb O, Sipos F, Solymosi N, Spisák S, Krenács T, Tóth K, Tulassay Z, Molnár B. Diagnostic mRNA expression patterns of inflamed, benign, and malignant colorectal biopsy specimen and their correlation with peripheral blood results. Cancer Epidemiol Biomarkers Prev 2008; 17:2835-45. [PMID: 18843029 DOI: 10.1158/1055-9965.epi-08-0231] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
PURPOSE Gene expression profile (GEP)-based classification of colonic diseases is a new method for diagnostic purposes. Our aim was to develop diagnostic mRNA expression patterns that may establish the basis of a new molecular biological diagnostic method. EXPERIMENTAL DESIGN Total RNA was extracted, amplified, and biotinylated from frozen colonic biopsies of patients with colorectal cancer (n=22), adenoma (n=20), hyperplastic polyp (n=11), inflammatory bowel disease (n=21), and healthy normal controls (n=11), as well as peripheral blood samples of 19 colorectal cancer and 11 healthy patients. Genome-wide gene expression profile was evaluated by HGU133plus2 microarrays. To identify the differentially expressed features, the significance analysis of microarrays and, for classification, the prediction analysis of microarrays were used. Expression patterns were validated by real-time PCR. Tissue microarray immunohistochemistries were done on tissue samples of 121 patients. RESULTS Adenoma samples could be distinguished from hyperplastic polyps by the expression levels of nine genes including ATP-binding cassette family A, member 8, insulin-like growth factor 1 and glucagon (sensitivity, 100%; specificity, 90.91%). Between low-grade and high-grade dysplastic adenomas, 65 classifier probesets such as aquaporin 1, CXCL10, and APOD (90.91/100) were identified; between colorectal cancer and adenoma, 61 classifier probesets including axin 2, von Willebrand factor, tensin 1, and gremlin 1 (90.91/100) were identified. Early- and advanced-stage colorectal carcinomas could be distinguished using 34 discriminatory transcripts (100/66.67). CONCLUSIONS Whole genomic microarray analysis using routine biopsy samples is suitable for the identification of discriminative signatures for differential diagnostic purposes. Our results may be the basis for new GEP-based diagnostic methods.
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Affiliation(s)
- Orsolya Galamb
- 2nd Department of Medicine, Semmelweis University, Szentkirályi str. 46, 1088 Budapest, Hungary.
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Galamb O, Gyõrffy B, Sipos F, Dinya E, Krenács T, Berczi L, Szõke D, Spisák S, Solymosi N, Németh AM, Juhász M, Molnár B, Tulassay Z. Helicobacter pylori and antrum erosion-specific gene expression patterns: the discriminative role of CXCL13 and VCAM1 transcripts. Helicobacter 2008; 13:112-26. [PMID: 18321301 DOI: 10.1111/j.1523-5378.2008.00584.x] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIMS Chronic Helicobacter pylori infection affects approximately half of the world, leads to chronic gastritis and peptic ulceration, and is linked to gastric carcinoma. Our aims were to compare the gene expression profile (GEP) of H. pylori-positive and H. pylori-negative gastric erosions and adjacent mucosa to explain the possible role and response to H. pylori infection and to get erosion-related mRNA expression patterns. METHODS Total RNA was extracted, amplified, and biotinylated from gastric biopsies of patients with H. pylori-positive and H. pylori-negative antrum erosions (ER) (8/8) and adjacent macroscopically normal mucosae (8/8). The GEP was evaluated using HGU133plus2.0 microarrays. Two independent normalizations (MAS5.0, RMA), PAM feature selection, hierarchical cluster analysis, and discriminant analysis were done. The expression of 14 genes was also measured by real-time-polymerase chain reaction. VCAM-1 and CXCL13 immunohistochemistry (IHC) was done. RESULTS In H. pylori infection, significant overexpression of MHC class II antigen-presenting genes, interleukin-7 receptor, ubiquitin-D, CXCR4, lactoferrin immune response-related genes, CXCL-2 and -13, CCL18 chemokine ligand, and VCAM-1 genes were established. In erosive gastritis, increased proliferation (MET) and transport (UCP2, SCFD1, KPNA4) were found, while genes associated with adhesion (SIGLEC11), transcription regulation (ESRRG), and electron and ion transport (ACADM, CLIC6) were down-regulated. Discriminant analysis successfully classified all samples into four groups (HP+ER-, HP+ER+, HP-ER+, HP-ER-) using a reduced gene set (20). Significant overexpression of VCAM-1 and CXC13 protein was detected by IHC in HP+ samples (p < .05). CONCLUSIONS Whole genomic microarray analysis yielded new H. pylori infection and erosion-related gene expression changes. Discriminative genes can be used in mRNA-based diagnostic classification of gastric biopsies.
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Affiliation(s)
- Orsolya Galamb
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary.
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Galamb O, Sipos F, Dinya E, Spisák S, Somorácz A, Molnár B, Tulassay Z. [Functional mRNA expression analysis and classification of colonic biopsy samples using overall cDNA microarray technique]. Orv Hetil 2008; 149:219-32. [PMID: 18218589 DOI: 10.1556/oh.2008.28056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Overall mRNA expression analysis of colon biopsies can contribute to the understanding of molecular background of the local alterations and gene ontology-based functional classification of colonic biopsies into inflammatory and neoplastic diseases. METHODS Total RNA was extracted from frozen biopsies and amplified by T7-method. Expression profile was evaluated by Atlas Glass 1K microarrays. After microarray quality control, applicable data were available from 10 adenomas, 6 colorectal adenocarcinoma (CRC), and inflammatory bowel diseases (IBDs: 3-3 CD and UC). Multivariate statistical and cell functional analyses were performed. Real-time RT-PCR and immunohistochemistry were used for validation. RESULTS Discriminant analysis of selected genes could correctly reclassify all 22 samples using 4 parameters (heat shock transcription factor-1, bystin-like, calgranulin-A, TRAIL receptor 3). IBD samples were characterized by overregulated chemokine (C-X-C motif) ligand 13, replication protein A1, E74-like factor 2 and downregulated TNF receptor-associated factor 6, BCL2-interacting killer genes. In adenomas upregulation of TNF receptor-associated factor 6, replication protein A1, E74-like factor 2 and underexpression of BCL2-associated X protein, calgranulin-A genes were found. CRC cases had significantly increased epidermal growth factor receptor, topoisomerase-1, v-jun, TNF receptor-associated factor 6 and TRAIL receptor 3, and decreased RAD51 and RAD52 DNA repair gene, protein phosphatase-2A and BCL2-interacting killer mRNA levels. Epidermal growth factor receptor RT-PCR and immunohistochemistry, topoisomerase-1 RT-PCR confirmed the chip results. CONCLUSIONS Different histological alterations can be objectively classified by functional, multivariate analysis using cDNA microarrays. Disease-specific gene expression patterns can assist to avoid the intermediate and nondescript cases in diagnostics, which do not belong to any of the conventional diagnostic groups.
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Affiliation(s)
- Orsolya Galamb
- Semmelweis Egyetem, Altalános Orvostudományi Kar II. Belgyógyászati Klinika Budapest.
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Galamb O, Györffy B, Sipos F, Spisák S, Németh AM, Miheller P, Tulassay Z, Dinya E, Molnár B. Inflammation, adenoma and cancer: objective classification of colon biopsy specimens with gene expression signature. Dis Markers 2008; 25:1-16. [PMID: 18776587 PMCID: PMC3827801 DOI: 10.1155/2008/586721] [Citation(s) in RCA: 74] [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] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Gene expression analysis of colon biopsies using high-density oligonucleotide microarrays can contribute to the understanding of local pathophysiological alterations and to functional classification of adenoma (15 samples), colorectal carcinomas (CRC) (15) and inflammatory bowel diseases (IBD) (14). Total RNA was extracted, amplified and biotinylated from frozen colonic biopsies. Genome-wide gene expression profile was evaluated by HGU133plus2 microarrays and verified by RT-PCR. We applied two independent methods for data normalization and used PAM for feature selection. Leave one-out stepwise discriminant analysis was performed. Top validated genes included collagenIValpha1, lipocalin-2, calumenin, aquaporin-8 genes in CRC; CD44, met proto-oncogene, chemokine ligand-12, ADAM-like decysin-1 and ATP-binding casette-A8 genes in adenoma; and lipocalin-2, ubiquitin D and IFITM2 genes in IBD. Best differentiating markers between Ulcerative colitis and Crohn's disease were cyclin-G2; tripartite motif-containing-31; TNFR shedding aminopeptidase regulator-1 and AMICA. The discriminant analysis was able to classify the samples in overall 96.2% using 7 discriminatory genes (indoleamine-pyrrole-2,3-dioxygenase, ectodermal-neural cortex, TIMP3, fucosyltransferase-8, collectin sub-family member 12, carboxypeptidase D, and transglutaminase-2). Using routine biopsy samples we successfully performed whole genomic microarray analysis to identify discriminative signatures. Our results provide further insight into the pathophysiological background of colonic diseases. The results set up data warehouse which can be mined further.
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Affiliation(s)
- Orsolya Galamb
- 2nd Department of Medicine, Semmelweis University, Budapest, Hungary.
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Galamb O, Gyorffy B, Sipos F, Spisák S, Németh AM, Miheller P, Dinya E, Molnár B, Tulassay Z. [Identification of colorectal cancer, adenoma, and inflammatory bowel disease specific gene expression patterns using whole genomic oligonucleotide microarray system]. Orv Hetil 2007; 148:2067-79. [PMID: 17959550 DOI: 10.1556/oh.2007.28157] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Discrimination and classification of colorectal diseases (adenoma, colorectal cancer, inflammatory bowel disease) using biopsy samples and expression microarrays, has not been solved yet, nevertheless, it can contribute to the understanding of the colonic diseases. METHODS Total ribonucleic acid was extracted, amplified and biotinylated from frozen colonic biopsies of 15 patients with colorectal cancer, 15 with adenoma, 14 with inflammatory bowel disease and 8 normal controls. Genome-wide gene expression profile was evaluated by Human Genome U133 Plus 2.0 microarrays. Two independent methods were used for data normalization and "Prediction Analysis of Microarrays" was performed for feature selection. Leave one-out stepwise discriminant analysis was performed. The expression results were verified by real-time polymerase chain reaction. RESULTS Top validated genes included CD44 antigen, met proto-oncogene, chemokine ligand-12, ADAM-like decysin-1 and ATP-binding casette-A8 genes in adenoma; collagen IValpha1, lipocalin-2, calumenin, aquaporin-8 genes in colorectal cancer; and lipocalin-2, ubiquitin D and interferon induced transmembrane protein 2 genes in inflammatory bowel disease. The discriminant analysis was able to classify the samples in overall 96.2% using 7 discriminatory genes. The expression of 94% of the 52 genes measured by Taqman real-time polymerase chain reaction correlated with the results obtained using Affymetrix microarrays at a significance of p < 0.05. CONCLUSIONS We successfully performed whole genomic microarray analysis to identify discriminative signatures using routine biopsy samples. The results set up data warehouse which can be further mined.
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Affiliation(s)
- Orsolya Galamb
- Semmelweis Egyetem, Altalános Orvostudományi Kar II. Belgyógyászati Klinika Budapest.
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Spisák S, Molnár B, Galamb O, Sipos F, Tulassay Z. [Theoretical foundations of protein chips and their possible use in medical research and diagnostics]. Orv Hetil 2007; 148:1511-20. [PMID: 17675279 DOI: 10.1556/oh.2007.28073] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The confirmation of mRNA expression studies by protein chips is of high recent interest due to the widespread application of expression arrays. In this review the advantages, technical limitations, application fields and the first results of the protein arrays is described. The bottlenecks of the increasing protein array applications are the fast decomposition of proteins, the problem with aspecific binding and the lack of amplification techniques. Today glass slide based printed, SELDI (MS) based, electrophoresis based and tissue microarray based technologies are available. The advantage of the glass slide based chips are the simplicity of their application, and relatively low cost. The SELDI based protein chip technique is applicable to minute amounts of starting material (<1 microg) but it is the most expensive one. The electrophoresis based techniques are still under intensive development. The tissue microarrays can be used for the parallel testing of the sensitivity and specificity of single antibodies on a broad range of histological specimens on a single slide. Protein chips were successfully used for serum tumor marker detection, cancer research, cell physiology studies and for the verification of mRNA expression studies. Protein chips are envisioned to be available for routine diagnostic applications if the ongoing technology development will be successful in increase in sensitivity, specificity, costs reduction and for the reduction of the necessary sample volume.
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Affiliation(s)
- Sándor Spisák
- Semmelweis Egyetem, Altalános Orvostudományi Kar II. Belgyógyászati Klinika, MTA-SE Molekuláris Medicina Kutatócsoport Budapest.
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