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Eid M, Trizuljak J, Taslerova R, Gryc M, Vlazny J, Vilmanova S, Jelinkova M, Homolova A, Tucek S, Hlavsa J, Grolich T, Kala Z, Kral Z, Slaby O. Incidental Germline Findings During Comprehensive Genomic Profiling of Pancreatic and Colorectal Cancer: Single-center, Molecular Tumor Board Experience. Mutagenesis 2024:geae014. [PMID: 38773787 DOI: 10.1093/mutage/geae014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Indexed: 05/24/2024] Open
Affiliation(s)
- Michal Eid
- Department of Hematology, Oncology and Internal Medicine, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jakub Trizuljak
- Department of Hematology, Oncology and Internal Medicine, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Renata Taslerova
- Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martin Gryc
- Department of Hematology, Oncology and Internal Medicine, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jakub Vlazny
- Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Sara Vilmanova
- Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martina Jelinkova
- Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Alena Homolova
- Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Stepan Tucek
- Department of Hematology, Oncology and Internal Medicine, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jan Hlavsa
- Department of Surgery, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Tomas Grolich
- Department of Surgery, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Zdenek Kala
- Department of Surgery, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Zdenek Kral
- Department of Hematology, Oncology and Internal Medicine, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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Palova H, Das A, Pokorna P, Bajciova V, Pavelka Z, Jezova M, Pal K, Dimayacyac JR, Negm L, Stengs L, Bianchi V, Vejmelkova K, Noskova K, Jarosova M, Mejstrikova S, Mudry P, Kyr M, Merta T, Tinka P, Drabova K, Aulicka S, Jugas R, Tabori U, Slaby O, Sterba J. Precision immuno-oncology approach for four malignant tumors in siblings with constitutional mismatch repair deficiency syndrome. NPJ Precis Oncol 2024; 8:110. [PMID: 38773265 DOI: 10.1038/s41698-024-00597-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 05/03/2024] [Indexed: 05/23/2024] Open
Abstract
Constitutional mismatch repair deficiency (CMMRD) is a rare syndrome characterized by an increased incidence of cancer. It is caused by biallelic germline mutations in one of the four mismatch repair genes (MMR) genes: MLH1, MSH2, MSH6, or PMS2. Accurate diagnosis accompanied by a proper molecular genetic examination plays a crucial role in cancer management and also has implications for other family members. In this report, we share the impact of the diagnosis and challenges during the clinical management of two brothers with CMMRD from a non-consanguineous family harbouring compound heterozygous variants in the PMS2 gene. Both brothers presented with different phenotypic manifestations and cancer spectrum. Treatment involving immune checkpoint inhibitors significantly contributed to prolonged survival in both patients affected by lethal gliomas. The uniform hypermutation also allowed immune-directed treatment using nivolumab for the B-cell lymphoma, thereby limiting the intensive chemotherapy exposure in this young patient who remains at risk for subsequent malignancies.
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Affiliation(s)
- Hana Palova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Anirban Das
- Division of Haematology Oncology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Petra Pokorna
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Biochemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Viera Bajciova
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic
| | - Zdenek Pavelka
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic
| | - Marta Jezova
- Department of Pathology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Karol Pal
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Jose R Dimayacyac
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Logine Negm
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lucie Stengs
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Vanessa Bianchi
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Klara Vejmelkova
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic
| | - Kristyna Noskova
- Department of Pharmacology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Clinical Pharmacy Section of Hospital Pharmacy, University Hospital Brno, Brno, Czech Republic
| | - Marie Jarosova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Sona Mejstrikova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Peter Mudry
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic
| | - Michal Kyr
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic
| | - Tomas Merta
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic
| | - Pavel Tinka
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic
| | - Klara Drabova
- Institute of Medical Genetics and Genomics, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Stefania Aulicka
- Department of Pediatric Neurology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Robin Jugas
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Uri Tabori
- Division of Haematology Oncology, The Hospital for Sick Children, Toronto, ON, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
| | - Jaroslav Sterba
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, ERN PaedCan Center, Masaryk University, Brno, Czech Republic.
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Boudna M, Machackova T, Vychytilova-Faltejskova P, Trachtova K, Bartosova R, Catela Ivkovic T, Al Tukmachi D, Jugas R, Pifkova L, Orlickova J, Kotoucek J, Pavlikova M, Sachlova M, Bohovicova L, Stanek T, Halamkova J, Kiss I, Grolich T, Svoboda M, Kala Z, Souckova K, Slaby O. Investigation of long non-coding RNAs in extracellular vesicles from low-volume blood serum specimens of colorectal cancer patients. Clin Exp Med 2024; 24:67. [PMID: 38568288 PMCID: PMC10991038 DOI: 10.1007/s10238-024-01323-1] [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: 01/08/2024] [Accepted: 03/04/2024] [Indexed: 04/05/2024]
Abstract
Colorectal cancer (CRC) is the second most prevalent cancer type worldwide, which highlights the urgent need for non-invasive biomarkers for its early detection and improved prognosis. We aimed to investigate the patterns of long non-coding RNAs (lncRNAs) in small extracellular vesicles (sEVs) collected from low-volume blood serum specimens of CRC patients, focusing on their potential as diagnostic biomarkers. Our research comprised two phases: an initial exploratory phase involving RNA sequencing of sEVs from 76 CRC patients and 29 healthy controls, and a subsequent validation phase with a larger cohort of 159 CRC patients and 138 healthy controls. Techniques such as dynamic light scattering, transmission electron microscopy, and Western blotting were utilized for sEV characterization. Optimized protocol for sEV purification, RNA isolation and preamplification was applied to successfully sequence the RNA content of sEVs and validate the results by RT-qPCR. We successfully isolated sEVs from blood serum and prepared sequencing libraries from a low amount of RNA. High-throughput sequencing identified differential levels of 460 transcripts between CRC patients and healthy controls, including mRNAs, lncRNAs, and pseudogenes, with approximately 20% being lncRNAs, highlighting several tumor-specific lncRNAs that have not been associated with CRC development and progression. The validation phase confirmed the upregulation of three lncRNAs (NALT1, AL096828, and LINC01637) in blood serum of CRC patients. This study not only identified lncRNA profiles in a population of sEVs from low-volume blood serum specimens of CRC patients but also highlights the value of innovative techniques in biomolecular research, particularly for the detection and analysis of low-abundance biomolecules in clinical samples. The identification of specific lncRNAs associated with CRC provides a foundation for future research into their functional roles in cancer development and potential clinical applications.
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Affiliation(s)
- Marie Boudna
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Tana Machackova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Petra Vychytilova-Faltejskova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Karolina Trachtova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Renata Bartosova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Tina Catela Ivkovic
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Dagmar Al Tukmachi
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Robin Jugas
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Lucie Pifkova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Jana Orlickova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Jan Kotoucek
- Department of Pharmacology and Toxicology, Veterinary Research Institute, Brno, Czech Republic
| | - Marketa Pavlikova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Milana Sachlova
- Department of Gastroenterology and Digestive Endoscopy, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Lucia Bohovicova
- Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Teodor Stanek
- Department of Surgical Oncology, Faculty of Medicine, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Jana Halamkova
- Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Igor Kiss
- Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Tomas Grolich
- Department of Surgery, Faculty of Medicine, University Hospital Brno Bohunice, Masaryk University, Brno, Czech Republic
| | - Martin Svoboda
- Department of Surgery, Faculty of Medicine, University Hospital Brno Bohunice, Masaryk University, Brno, Czech Republic
| | - Zdenek Kala
- Department of Surgery, Faculty of Medicine, University Hospital Brno Bohunice, Masaryk University, Brno, Czech Republic
| | - Kamila Souckova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic.
| | - Ondrej Slaby
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic.
- Department of Biology, Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic.
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Jabandziev P, Hubacek JA, Michalek J, Jouza M, Papez J, Pecl J, Slaba K, Slaby O, Urik M, Aulicka S, Kunovsky L, Michalek J, Dominik P, Kratochvil M, Klucka J, Stourac P. A Tagging Polymorphism in Fat Mass and Obesity-Associated ( FTO) Gene Is Associated with Sepsis Status in Children. Rom J Intern Med 2024; 0:rjim-2024-0008. [PMID: 38470396 DOI: 10.2478/rjim-2024-0008] [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] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Indexed: 03/13/2024]
Abstract
INTRODUCTION Sepsis is one of the most common causes of death in patients admitted to intensive care units (ICUs). The development of sepsis is significantly influenced by genetic predisposition. In this study, we highlight a potential association between a variant of the fat mass and obesity-associated (FTO) gene and risk of sepsis in children and adolescents. METHODS We investigated a first-intron tagging FTO polymorphism (rs17817449) by comparing a severe condition (SC) group, comprising 598 paediatric patients (ages 0-19 years) admitted to an ICU with fever, systemic inflammatory response syndrome (SIRS), sepsis, severe sepsis, septic shock, or multiple organ dysfunction syndrome (MODS), with a control group consisting of 616 healthy young adults. RESULTS We observed a lower prevalence (p < 0.01; OR = 0.59, 95% CI = 0.39-0.87) of the FTO TT genotype in febrile and SIRS patients compared to patients with severe illness. There was a borderline trend towards a lower prevalence of the FTO TT genotype in the control group compared to the SC group (p < 0.09, OR = 0.81, 95% CI = 0.62-1.06). CONCLUSIONS Our findings suggest that rs17817449, a common FTO polymorphism, may be a predictor of sepsis in paediatric patients, and that higher body weight is protective against this clinical complication.
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Affiliation(s)
- Petr Jabandziev
- 1Department of Pediatrics, University Hospital Brno, Černopolní 212/9, 625 00, Brno, Czech Republic
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
- 3Central European Institute of Technology, Žerotínovo nám. 617/9, 601 77, Brno, Czech Republic
| | - Jaroslav Alois Hubacek
- 4Experimental Medicine Centre, Institute for Clinical and Experimental Medicine, Vídeňská 1958/9, 140 21, Prague, Czech Republic
- 5Third Department of Internal Medicine, First Faculty of Medicine, Charles University, U Nemocnice 1, 121 08, Prague, Czech Republic
| | - Jaroslav Michalek
- 6Department of Quantitative Methods, University of Defence, Kounicova 156/65, 662 10, Brno, Czech Republic
| | - Martin Jouza
- 1Department of Pediatrics, University Hospital Brno, Černopolní 212/9, 625 00, Brno, Czech Republic
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
| | - Jan Papez
- 1Department of Pediatrics, University Hospital Brno, Černopolní 212/9, 625 00, Brno, Czech Republic
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
| | - Jakub Pecl
- 1Department of Pediatrics, University Hospital Brno, Černopolní 212/9, 625 00, Brno, Czech Republic
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
| | - Katerina Slaba
- 1Department of Pediatrics, University Hospital Brno, Černopolní 212/9, 625 00, Brno, Czech Republic
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
| | - Ondrej Slaby
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
- 3Central European Institute of Technology, Žerotínovo nám. 617/9, 601 77, Brno, Czech Republic
| | - Milan Urik
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
| | - Stefania Aulicka
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
| | - Lumir Kunovsky
- 7Department of Gastroenterology and Internal Medicine, University Hospital Brno, Jihlavská 340, 625 00, Brno, Czech Republic
- 8Department of Surgery, University Hospital Brno, Jihlavská 340, 625 00, Brno, Czech Republic
| | | | - Petr Dominik
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
- 10Department of Pediatric Anesthesiology and Intensive Care Medicine, University Hospital Brno, Kamenice 5, 625 00, Brno, Czech Republic
| | - Milan Kratochvil
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
- 10Department of Pediatric Anesthesiology and Intensive Care Medicine, University Hospital Brno, Kamenice 5, 625 00, Brno, Czech Republic
| | - Jozef Klucka
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
- 10Department of Pediatric Anesthesiology and Intensive Care Medicine, University Hospital Brno, Kamenice 5, 625 00, Brno, Czech Republic
| | - Petr Stourac
- 2Faculty of Medicine, Masaryk University, Černopolní 212/9, 625 00, Brno, Czech Republic
- 10Department of Pediatric Anesthesiology and Intensive Care Medicine, University Hospital Brno, Kamenice 5, 625 00, Brno, Czech Republic
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Boudna M, Campos AD, Vychytilova-Faltejskova P, Machackova T, Slaby O, Souckova K. Strategies for labelling of exogenous and endogenous extracellular vesicles and their application for in vitro and in vivo functional studies. Cell Commun Signal 2024; 22:171. [PMID: 38461237 PMCID: PMC10924393 DOI: 10.1186/s12964-024-01548-3] [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: 11/19/2023] [Accepted: 02/29/2024] [Indexed: 03/11/2024] Open
Abstract
This review presents a comprehensive overview of labelling strategies for endogenous and exogenous extracellular vesicles, that can be utilised both in vitro and in vivo. It covers a broad spectrum of approaches, including fluorescent and bioluminescent labelling, and provides an analysis of their applications, strengths, and limitations. Furthermore, this article presents techniques that use radioactive tracers and contrast agents with the ability to track EVs both spatially and temporally. Emphasis is also placed on endogenous labelling mechanisms, represented by Cre-lox and CRISPR-Cas systems, which are powerful and flexible tools for real-time EV monitoring or tracking their fate in target cells. By summarizing the latest developments across these diverse labelling techniques, this review provides researchers with a reference to select the most appropriate labelling method for their EV based research.
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Affiliation(s)
- Marie Boudna
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Andres Delgado Campos
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic
| | | | - Tana Machackova
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic.
- Department of Biology, Faculty of Medicine, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic.
| | - Kamila Souckova
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic.
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Garcia-Borja E, Siegl F, Mateu R, Slaby O, Sedo A, Busek P, Sana J. Critical appraisal of the piRNA-PIWI axis in cancer and cancer stem cells. Biomark Res 2024; 12:15. [PMID: 38303021 PMCID: PMC10836005 DOI: 10.1186/s40364-024-00563-3] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 01/15/2024] [Indexed: 02/03/2024] Open
Abstract
Small noncoding RNAs play an important role in various disease states, including cancer. PIWI proteins, a subfamily of Argonaute proteins, and PIWI-interacting RNAs (piRNAs) were originally described as germline-specific molecules that inhibit the deleterious activity of transposable elements. However, several studies have suggested a role for the piRNA-PIWI axis in somatic cells, including somatic stem cells. Dysregulated expression of piRNAs and PIWI proteins in human tumors implies that, analogously to their roles in undifferentiated cells under physiological conditions, these molecules may be important for cancer stem cells and thus contribute to cancer progression. We provide an overview of piRNA biogenesis and critically review the evidence for the role of piRNA-PIWI axis in cancer stem cells. In addition, we examine the potential of piRNAs and PIWI proteins to become biomarkers in cancer.
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Affiliation(s)
- Elena Garcia-Borja
- Laboratory of Cancer Cell Biology, Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, U Nemocnice 478/5, Prague 2, 128 53, Czech Republic
| | - Frantisek Siegl
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, Brno, 625 00, Czech Republic
- Department of Biochemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Rosana Mateu
- Laboratory of Cancer Cell Biology, Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, U Nemocnice 478/5, Prague 2, 128 53, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, Brno, 625 00, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Aleksi Sedo
- Laboratory of Cancer Cell Biology, Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, U Nemocnice 478/5, Prague 2, 128 53, Czech Republic
| | - Petr Busek
- Laboratory of Cancer Cell Biology, Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, U Nemocnice 478/5, Prague 2, 128 53, Czech Republic.
| | - Jiri Sana
- Central European Institute of Technology, Masaryk University, Kamenice 753/5, Brno, 625 00, Czech Republic.
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czech Republic.
- Department of Pathology, University Hospital Brno, Brno, Czech Republic.
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7
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Vychytilova-Faltejskova P, Vilmanova S, Pifkova L, Catela Ivković T, Mᶏdrzyk M, Jugas R, Machackova T, Kotoucek J, Sachlova M, Bohovicova L, Stanek T, Halamkova J, Kiss I, Slaby O. Optimized procedure for high-throughput transcriptome profiling of small extracellular vesicles isolated from low volume serum samples. Clin Chem Lab Med 2024; 62:157-167. [PMID: 37505924 DOI: 10.1515/cclm-2023-0610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023]
Abstract
OBJECTIVES Small extracellular vesicles (EVs) contain various signaling molecules, thus playing a crucial role in cell-to-cell communication and emerging as a promising source of biomarkers. However, the lack of standardized procedures impedes their translation to clinical practice. Thus, we compared different approaches for high-throughput analysis of small EVs transcriptome. METHODS Small EVs were isolated from 150 μL of serum. Quality and quantity were assessed by dynamic light scattering, transmission electron microscopy, and Western blot. Comparison of RNA extraction efficiency was performed, and expression of selected genes was analyzed by RT-qPCR. Whole transcriptome analysis was done using microarrays. RESULTS Obtained data confirmed the suitability of size exclusion chromatography for isolation of small EVs. Analyses of gene expression showed the best results in case of samples isolated by Monarch Total RNA Miniprep Kit. Totally, 7,182 transcripts were identified to be deregulated between colorectal cancer patients and healthy controls. The majority of them were non-coding RNAs with more than 70 % being lncRNAs, while protein-coding genes represented the second most common gene biotype. CONCLUSIONS We have optimized the protocol for isolation of small EVs and their RNA from low volume of sera and confirmed the suitability of Clariom D Pico Assays for transcriptome profiling.
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Affiliation(s)
| | - Sara Vilmanova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Lucie Pifkova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Tina Catela Ivković
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Marie Mᶏdrzyk
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Robin Jugas
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Tana Machackova
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Jan Kotoucek
- Department of Pharmacology and Toxicology, Veterinary Research Institute, Brno, Czech Republic
| | - Milana Sachlova
- Department of Gastroenterology and Digestive Endoscopy, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Lucia Bohovicova
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Faculty of Medicine, Brno, Czech Republic
| | - Teodor Stanek
- Department of Surgical Oncology, Masaryk Memorial Cancer Institute, Faculty of Medicine, Brno, Czech Republic
| | - Jana Halamkova
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Faculty of Medicine, Brno, Czech Republic
| | - Igor Kiss
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Faculty of Medicine, Brno, Czech Republic
| | - Ondrej Slaby
- Centre for Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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8
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Jonas K, Prinz F, Ferracin M, Krajina K, Deutsch A, Madl T, Rinner B, Slaby O, Klec C, Pichler M. MiR-4646-5p Acts as a Tumor-Suppressive Factor in Triple Negative Breast Cancer and Targets the Cholesterol Transport Protein GRAMD1B. Noncoding RNA 2023; 10:2. [PMID: 38250802 PMCID: PMC10801495 DOI: 10.3390/ncrna10010002] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 12/11/2023] [Accepted: 12/22/2023] [Indexed: 01/23/2024] Open
Abstract
MicroRNAs (miRNAs) are crucial post-transcriptional regulators of gene expression, and their deregulation contributes to many aspects of cancer development and progression. Thus, miRNAs provide insight into oncogenic mechanisms and represent promising targets for new therapeutic approaches. A type of cancer that is still in urgent need of improved treatment options is triple negative breast cancer (TNBC). Therefore, we aimed to characterize a novel miRNA with a potential role in TNBC. Based on a previous study, we selected miR-4646-5p, a miRNA with a still unknown function in breast cancer. We discovered that higher expression of miR-4646-5p in TNBC patients is associated with better survival. In vitro assays showed that miR-4646-5p overexpression reduces growth, proliferation, and migration of TNBC cell lines, whereas inhibition had the opposite effect. Furthermore, we found that miR-4646-5p inhibits the tube formation ability of endothelial cells, which may indicate anti-angiogenic properties. By whole transcriptome analysis, we not only observed that miR-4646-5p downregulates many oncogenic factors, like tumor-promoting cytokines and migration- and invasion-related genes, but were also able to identify a direct target, the GRAM domain-containing protein 1B (GRAMD1B). GRAMD1B is involved in cellular cholesterol transport and its knockdown phenocopied the growth-reducing effects of miR-4646-5p. We thus conclude that GRAMD1B may partly contribute to the diverse tumor-suppressive effects of miR-4646-5p in TNBC.
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Affiliation(s)
- Katharina Jonas
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, 8036 Graz, Austria; (K.J.)
- Research Unit for Non-Coding RNA and Genome Editing, Medical University of Graz, 8010 Graz, Austria
| | - Felix Prinz
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, 8036 Graz, Austria; (K.J.)
- Research Unit for Non-Coding RNA and Genome Editing, Medical University of Graz, 8010 Graz, Austria
| | - Manuela Ferracin
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Katarina Krajina
- Translational Oncology, II. Med Clinics Hematology and Oncology, 86156 Augsburg, Germany
| | - Alexander Deutsch
- Division of Hematology, Department of Internal Medicine, Medical University of Graz, 8036 Graz, Austria
| | - Tobias Madl
- Division of Molecular Biology & Biochemistry, Gottfried Schatz Research Center for Cell Signaling, Metabolism and Aging, Medical University of Graz, 8010 Graz, Austria
- BioTechMed-Graz, 8010 Graz, Austria
| | - Beate Rinner
- Department for Biomedical Research, Medical University of Graz, 8036 Graz, Austria
| | - Ondrej Slaby
- Department of Biology, Faculty of Medicine and Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic
| | - Christiane Klec
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, 8036 Graz, Austria; (K.J.)
- Research Unit for Non-Coding RNA and Genome Editing, Medical University of Graz, 8010 Graz, Austria
| | - Martin Pichler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, 8036 Graz, Austria; (K.J.)
- Research Unit for Non-Coding RNA and Genome Editing, Medical University of Graz, 8010 Graz, Austria
- Translational Oncology, II. Med Clinics Hematology and Oncology, 86156 Augsburg, Germany
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Vejmelkova K, Pokorna P, Noskova K, Faustmannova A, Drabova K, Pavelka Z, Bajciova V, Broz M, Tinka P, Jezova M, Palova H, Kren L, Valik D, Slaby O, Sterba J. Tazemetostat in the therapy of pediatric INI1-negative malignant rhabdoid tumors. Sci Rep 2023; 13:21623. [PMID: 38062114 PMCID: PMC10703767 DOI: 10.1038/s41598-023-48774-2] [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: 08/29/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023] Open
Abstract
Rhabdoid tumors are aggressive tumors that may arise in the kidney, soft tissue, central nervous system, or other organs. They are defined by SMARCB1 (INI1) or SMARCA4 alterations. Often, very young children are affected, and the prognosis is dismal. Four patients with primary atypical teratoid rhabdoid tumor (AT/RT, a rhabdoid tumor in the central nervous system) were treated by resection and high dose chemotherapy. Tazemetostat was introduced after completion of chemotherapy. Three patients have achieved an event free survival of 32, 34, and 30 months respectively. One progressed and died. His overall survival was 20 months. One patient was treated for a relapsed atypical teratoid rhabdoid tumor. The treatment combined metronomic therapy, radiotherapy, tazemetostat and immunotherapy. This patient died of disease progression, with an overall survival of 37 months. One patient was treated for a rhabdoid tumor of the ovary. Tazemetostat was given as maintenance after resection, chemotherapy, and radiotherapy, concomitantly with immunotherapy. Her event free survival is 44 months. Only approximately 40% of patients with rhabdoid tumors achieve long-term survival. Nearly all relapses occur within two years from diagnosis. The event free survival of four of the six patients in our cohort has exceeded this timepoint. Tazemetostat has been mostly tested as a single agent in the relapsed setting. We present promising results when applied as maintenance or add on in the first line treatment.
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Affiliation(s)
- Klara Vejmelkova
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia.
| | - Petra Pokorna
- Department of Biology, Faculty of Medicine and Central European Institute of Technology, Masaryk University, 62500, Brno, Czechia
| | - Kristyna Noskova
- Department of Hospital Pharmacy, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
- Department of Pharmacology, Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
| | - Anna Faustmannova
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Masaryk University, 62500, Brno, Czechia
| | - Klara Drabova
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
| | - Zdenek Pavelka
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
| | - Viera Bajciova
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
| | - Martin Broz
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
| | - Pavel Tinka
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
| | - Marta Jezova
- Department of Pathology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, 62500, Czechia
| | - Hana Palova
- Department of Biology, Faculty of Medicine and Central European Institute of Technology, Masaryk University, 62500, Brno, Czechia
| | - Leos Kren
- Department of Pathology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, 62500, Czechia
| | - Dalibor Valik
- Department of Laboratory Medicine, University Hospital Brno and Department of Laboratory Methods, Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
| | - Ondrej Slaby
- Department of Biology, Faculty of Medicine and Central European Institute of Technology, Masaryk University, 62500, Brno, Czechia
| | - Jaroslav Sterba
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, 62500, Brno, Czechia
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Novotny T, Staffa R, Tomandl J, Krivka T, Kruzliak P, Tomandlova M, Slaby O, Sponiar J, Caprnda M, Gaspar L, Rodrigo L, Mozos I, Kubicek L, Biros E, Vlachovsky R, Radova L, Konieczna A. Procalcitonin kinetics following abdominal aortic surgery and its value for postoperative intestinal ischaemia detection. Vascular 2023; 31:1061-1068. [PMID: 35594244 DOI: 10.1177/17085381221102812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE The purpose of our study was to describe perioperative kinetics of procalcitonin (PCT) in patients undergoing aortic surgery, to compare the kinetics in the open abdominal aortic aneurysm (AAA) repair and aortobifemoral bypass for aortoiliac occlusive disease (AIOD), and to evaluate the ability of PCT to detect intestinal ischaemia. METHODS A prospective non-randomized observational cohort study in 80 patients (62 men and 18 women) undergoing elective aortic surgery was performed. Serum PCT was measured at baseline and defined intraoperative and postoperative timepoints up to postoperative day 7. MRI contrast-enhanced imaging was used to detect intestinal ischaemia. RESULTS The comparison of the AAA and AIOD cohort did not show any significant difference in PCT levels. Patients with intestinal ischaemia had higher serum PCT at multiple timepoints postoperatively. The most accurate timepoints for early diagnosis were postoperative day 3, followed by 24 h after declamping of the vascular reconstruction, and postoperative day 7. The sensitivity and negative predictive values were 100% in all mentioned timepoints. However, event at the best timepoint the specificity was 89% and the positive predictive value 43%. CONCLUSIONS Procalcitonin levels in the postoperative period at proper timepoints might help to detect postoperative intestinal ischaemia. The limitation of this marker is its low specificity for intestinal ischaemia and low positive predictive value. The highest value of this marker is that it can rule out this complication because normal PCT levels mean that intestinal ischaemia is very unlikely.
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Affiliation(s)
- Tomas Novotny
- 2nd Department of Surgery, St. Anne's University Hospital Brno, Czech Republic
- 2nd Department of Surgery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Robert Staffa
- 2nd Department of Surgery, St. Anne's University Hospital Brno, Czech Republic
- 2nd Department of Surgery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Josef Tomandl
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Tomas Krivka
- Department of Medical Imaging, St. Anne's University Hospital Brno, Czech Republic
- Department of Medical Imaging, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Peter Kruzliak
- 2nd Department of Surgery, St. Anne's University Hospital Brno, Czech Republic
- 2nd Department of Surgery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Marie Tomandlova
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jan Sponiar
- 2nd Department of Surgery, St. Anne's University Hospital Brno, Czech Republic
- 2nd Department of Surgery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martin Caprnda
- 1st Department of Internal Medicine, Faculty of Medicine, Comenius University and University Hospital, Bratislava, Slovakia
| | - Ludovit Gaspar
- Faculty of Health Sciences, University of Ss. Cyril and Methodius in Trnava, Trnava, Slovakia
| | - Luis Rodrigo
- Faculty of Medicine, University of Oviedo and Central University Hospital of Asturias (HUCA), Oviedo, Spain
| | - Ioana Mozos
- Department of Functional Sciences, Discipline of Pathophysiology, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
- Center for Translational Research and Systems Medicine, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
| | - Lubos Kubicek
- 2nd Department of Surgery, St. Anne's University Hospital Brno, Czech Republic
- 2nd Department of Surgery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ernest Biros
- 2nd Department of Surgery, St. Anne's University Hospital Brno, Czech Republic
- 2nd Department of Surgery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Robert Vlachovsky
- 2nd Department of Surgery, St. Anne's University Hospital Brno, Czech Republic
- 2nd Department of Surgery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Lenka Radova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Anna Konieczna
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
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Stourac J, Borko S, Khan RT, Pokorna P, Dobias A, Planas-Iglesias J, Mazurenko S, Pinto G, Szotkowska V, Sterba J, Slaby O, Damborsky J, Bednar D. PredictONCO: a web tool supporting decision-making in precision oncology by extending the bioinformatics predictions with advanced computing and machine learning. Brief Bioinform 2023; 25:bbad441. [PMID: 38066711 PMCID: PMC10709543 DOI: 10.1093/bib/bbad441] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 10/25/2023] [Accepted: 11/10/2023] [Indexed: 12/18/2023] Open
Abstract
PredictONCO 1.0 is a unique web server that analyzes effects of mutations on proteins frequently altered in various cancer types. The server can assess the impact of mutations on the protein sequential and structural properties and apply a virtual screening to identify potential inhibitors that could be used as a highly individualized therapeutic approach, possibly based on the drug repurposing. PredictONCO integrates predictive algorithms and state-of-the-art computational tools combined with information from established databases. The user interface was carefully designed for the target specialists in precision oncology, molecular pathology, clinical genetics and clinical sciences. The tool summarizes the effect of the mutation on protein stability and function and currently covers 44 common oncological targets. The binding affinities of Food and Drug Administration/ European Medicines Agency -approved drugs with the wild-type and mutant proteins are calculated to facilitate treatment decisions. The reliability of predictions was confirmed against 108 clinically validated mutations. The server provides a fast and compact output, ideal for the often time-sensitive decision-making process in oncology. Three use cases of missense mutations, (i) K22A in cyclin-dependent kinase 4 identified in melanoma, (ii) E1197K mutation in anaplastic lymphoma kinase 4 identified in lung carcinoma and (iii) V765A mutation in epidermal growth factor receptor in a patient with congenital mismatch repair deficiency highlight how the tool can increase levels of confidence regarding the pathogenicity of the variants and identify the most effective inhibitors. The server is available at https://loschmidt.chemi.muni.cz/predictonco.
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Affiliation(s)
- Jan Stourac
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Simeon Borko
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
- IT4Innovations Centre of Excellence, Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic
| | - Rayyan T Khan
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Petra Pokorna
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Adam Dobias
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Joan Planas-Iglesias
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Stanislav Mazurenko
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Gaspar Pinto
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Veronika Szotkowska
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Jaroslav Sterba
- Department of Paediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jiri Damborsky
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - David Bednar
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic
- Loschmidt Laboratories, RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
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Stanikova A, Jouza M, Bohosova J, Slaby O, Jabandziev P. Role of the microbiome in pathophysiology of necrotising enterocolitis in preterm neonates. BMJ Paediatr Open 2023; 7:e002172. [PMID: 37918941 PMCID: PMC10626796 DOI: 10.1136/bmjpo-2023-002172] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 09/26/2023] [Indexed: 11/04/2023] Open
Abstract
Although necrotising enterocolitis (NEC) is a serious, life-threatening disease, improved neonatal care is increasing the number of survivors with NEC among extremely preterm neonates. Therapy is nevertheless mostly symptomatic and the mortality rate remains high, especially among neonates requiring surgery. Therefore, it is important to focus on preventing the disease and modifiable risk factors. NEC's pathophysiology is multifaceted, with key factors being immaturity of the immune and barrier protective mechanisms of the premature gut and exaggerated proinflammatory reaction to insults like gut hypoxia, enteral nutrition or microbial dysbiosis. The role of the intestinal microbiome in the pathophysiology of NEC has been a subject of research for many years, but to date no specific pathogen or type of dysbiosis has been connected with NEC development. This review assesses current knowledge as to the role of the intestinal microbiota in the pathophysiology of NEC and the possibilities for positively influencing it.
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Affiliation(s)
- Andrea Stanikova
- Department of Neonatology, University Hospital Brno, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martin Jouza
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic
| | - Julia Bohosova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, University Hospital Brno, Brno, Czech Republic
| | - Petr Jabandziev
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic
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13
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Jonas K, Prinz F, Ferracin M, Krajina K, Pasculli B, Deutsch A, Madl T, Rinner B, Slaby O, Klec C, Pichler M. MiR-4649-5p acts as a tumor-suppressive microRNA in triple negative breast cancer by direct interaction with PIP5K1C, thereby potentiating growth-inhibitory effects of the AKT inhibitor capivasertib. Breast Cancer Res 2023; 25:119. [PMID: 37803350 PMCID: PMC10559525 DOI: 10.1186/s13058-023-01716-2] [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: 06/19/2023] [Accepted: 09/20/2023] [Indexed: 10/08/2023] Open
Abstract
BACKGROUND Triple negative breast cancer (TNBC) is a particularly aggressive and difficult-to-treat subtype of breast cancer that requires the development of novel therapeutic strategies. To pave the way for such developments it is essential to characterize new molecular players in TNBC. MicroRNAs (miRNAs) constitute interesting candidates in this regard as they are frequently deregulated in cancer and contribute to numerous aspects of carcinogenesis. METHODS AND RESULTS Here, we discovered that miR-4649-5p, a miRNA yet uncharacterized in breast cancer, is associated with better overall survival of TNBC patients. Ectopic upregulation of the otherwise very low endogenous expression levels of miR-4646-5p significantly decreased the growth, proliferation, and migration of TNBC cells. By performing whole transcriptome analysis and physical interaction assays, we were able to identify the phosphatidylinositol phosphate kinase PIP5K1C as a direct target of miR-4649-5p. Downregulation or pharmacologic inhibition of PIP5K1C phenocopied the growth-reducing effects of miR-4649-5p. PIP5K1C is known to play an important role in migration and cell adhesion, and we could furthermore confirm its impact on downstream PI3K/AKT signaling. Combinations of miR-4649-5p upregulation and PIP5K1C or AKT inhibition, using the pharmacologic inhibitors UNC3230 and capivasertib, respectively, showed additive growth-reducing effects in TNBC cells. CONCLUSION In summary, miR-4649-5p exerts broad tumor-suppressive effects in TNBC and shows potential for combined therapeutic approaches targeting the PIP5K1C/PI3K/AKT signaling axis.
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Affiliation(s)
- Katharina Jonas
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Research Unit for Non-Coding RNA and Genome Editing in Cancer, Medical University of Graz, Graz, Austria
| | - Felix Prinz
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Research Unit for Non-Coding RNA and Genome Editing in Cancer, Medical University of Graz, Graz, Austria
| | - Manuela Ferracin
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Katarina Krajina
- Translational Oncology, II. Med Clinics Hematology and Oncology, Augsburg, Germany
| | - Barbara Pasculli
- Fondazione IRCCS Casa Sollievo della Sofferenza Laboratorio di Oncologia, San Giovanni Rotondo, FG, Italy
| | - Alexander Deutsch
- Division of Hematology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Tobias Madl
- Division of Molecular Biology and Biochemistry, Gottfried Schatz Research Center for Cell Signaling, Metabolism and Aging, Medical University of Graz, Graz, Austria
- BioTechMed-Graz, Graz, Austria
| | - Beate Rinner
- Department for Biomedical Research, Medical University of Graz, Graz, Austria
| | - Ondrej Slaby
- Department of Biology, Faculty of Medicine and Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Christiane Klec
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Research Unit for Non-Coding RNA and Genome Editing in Cancer, Medical University of Graz, Graz, Austria
| | - Martin Pichler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria.
- Research Unit for Non-Coding RNA and Genome Editing in Cancer, Medical University of Graz, Graz, Austria.
- Translational Oncology, II. Med Clinics Hematology and Oncology, Augsburg, Germany.
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Wiedermannova H, Mudry P, Pavlicek J, Tomaskova H, Hladikova A, Palova H, Vesela P, Slaby O, Sterba J. Risk factors for tumors or leukemia development in the first two years of life. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2023; 167:246-253. [PMID: 35147139 DOI: 10.5507/bp.2022.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 01/25/2022] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVES The objective of this study was to determine the incidence of neoplastic diseases and associated risk factors in the early stages of life. METHODS Data were retrospectively assessed in 730,000 live births between 2000 and 2019. The occurrence of tumors was monitored in the neonatal, infant (1-12 months), and toddler (13-24 months) periods. Risk factors were divided into demographic, internal, and environmental factors. The control group consisted of subjects in the same age category without oncological diseases. RESULTS A total of 452 neoplastic diseases were diagnosed in the study sample. In total, 24% (110/452) manifested during the neonatal period, 45% (203/452) in infants, and 31% (139/452) at the age of 13-24 months. Any genetic disease (OR 26.68; 95% CI 7.64-93.12) and medications used by the mother (OR 3.07; 95% CI 1.32-7.15) were identified as risk factors. Without adjustment for all factors, asphyxia in the first minute, a younger age of the mother, lower pregnancy, and the presence of a congenital defect manifested themselves as risk factors. CONCLUSIONS The highest risk factors for the development of early childhood tumors were identified as with medications used by the mother before or during pregnancy and genetic diseases.
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Affiliation(s)
- Hana Wiedermannova
- Department of Neonatology, University Hospital Ostrava, Ostrava, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Peter Mudry
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Pediatric Oncology, University Hospital Brno, Brno, Czech Republic
- ICRC, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Jan Pavlicek
- Department of Pediatrics and Prenatal Cardiology, University Hospital Ostrava, Ostrava, Czech Republic
- Biomedical Research Center, University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Hana Tomaskova
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Andrea Hladikova
- Department of Medical Genetics, University Hospital of Ostrava, Ostrava, Czech Republic
| | - Hana Palova
- CEITEC - Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Petra Vesela
- CEITEC - Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- CEITEC - Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jaroslav Sterba
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Pediatric Oncology, University Hospital Brno, Brno, Czech Republic
- ICRC, St. Anne's University Hospital Brno, Brno, Czech Republic
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Bohosova J, Kozelkova K, Al Tukmachi D, Trachtova K, Naar O, Ruckova M, Kolarikova E, Stanik M, Poprach A, Slaby O. Long non-coding RNAs enable precise diagnosis and prediction of early relapse after nephrectomy in patients with renal cell carcinoma. J Cancer Res Clin Oncol 2023; 149:7587-7600. [PMID: 36988708 PMCID: PMC10374689 DOI: 10.1007/s00432-023-04700-7] [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: 01/29/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023]
Abstract
PURPOSE Renal cell carcinoma belongs among the deadliest malignancies despite great progress in therapy and accessibility of primary care. One of the main unmet medical needs remains the possibility of early diagnosis before the tumor dissemination and prediction of early relapse and disease progression after a successful nephrectomy. In our study, we aimed to identify novel diagnostic and prognostic biomarkers using next-generation sequencing on a novel cohort of RCC patients. METHODS Global expression profiles have been obtained using next-generation sequencing of paired tumor and non-tumor tissue of 48 RCC patients. Twenty candidate lncRNA have been selected for further validation on an independent cohort of paired tumor and non-tumor tissue of 198 RCC patients. RESULTS Sequencing data analysis showed significant dysregulation of more than 2800 lncRNAs. Out of 20 candidate lncRNAs selected for validation, we confirmed that 14 of them are statistically significantly dysregulated. In order to yield better discriminatory results, we combined several best performing lncRNAs into diagnostic and prognostic models. A diagnostic model consisting of AZGP1P1, CDKN2B-AS1, COL18A1, and RMST achieved AUC 0.9808, sensitivity 95.96%, and specificity 90.4%. The model for prediction of early relapse after nephrectomy consists of COLCA1, RMST, SNHG3, and ZNF667-AS1 and achieved AUC 0.9241 with sensitivity 93.75% and specificity 71.07%. Notably, no combination has outperformed COLCA1 alone. Lastly, a model for stage consists of ZNF667-AS1, PVT1, RMST, LINC00955, and TCL6 and achieves AUC 0.812, sensitivity 85.71%, and specificity 69.41%. CONCLUSION In our work, we identified several lncRNAs as potential biomarkers and developed models for diagnosis and prognostication in relation to stage and early relapse after nephrectomy.
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Affiliation(s)
- Julia Bohosova
- Masaryk University, Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czech Republic
- Faculty of Medicine, Department of Biology, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Katerina Kozelkova
- Masaryk University, Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Dagmar Al Tukmachi
- Masaryk University, Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Karolina Trachtova
- Masaryk University, Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Ondrej Naar
- Masaryk University, Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Michaela Ruckova
- Masaryk University, Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czech Republic
| | - Eva Kolarikova
- Masaryk Memorial Cancer Institute, Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk University, Zluty Kopec 543/7, 602 00, Brno, Czech Republic
| | - Michal Stanik
- Masaryk Memorial Cancer Institute, Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk University, Zluty Kopec 543/7, 602 00, Brno, Czech Republic
| | - Alexandr Poprach
- Masaryk Memorial Cancer Institute, Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk University, Zluty Kopec 543/7, 602 00, Brno, Czech Republic
| | - Ondrej Slaby
- Masaryk University, Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czech Republic.
- Faculty of Medicine, Department of Biology, Masaryk University, Kamenice 753/5, 625 00, Brno, Czech Republic.
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Sterba M, Pokorna P, Faberova R, Pinkova B, Skotakova J, Seehofnerova A, Blatny J, Janigova L, Koskova O, Palova H, Mahdal M, Pazourek L, Jabandziev P, Slaby O, Mudry P, Sterba J. Targeted treatment of severe vascular malformations harboring PIK3CA and TEK mutations with alpelisib is highly effective with limited toxicity. Sci Rep 2023; 13:10499. [PMID: 37380669 DOI: 10.1038/s41598-023-37468-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 06/22/2023] [Indexed: 06/30/2023] Open
Abstract
This was a prospective cohort study of eighteen patients with large and debilitating vascular malformations with one or more major systemic complications. In all patients, we discovered activating alterations in either TEK or PIK3CA. Based on these findings, targeted treatment using the PI3K inhibitor alpelisib was started with regular check-ups, therapy duration varied from 6 to 31 months. In all patients, marked improvement in quality of life was observed. We observed radiological improvement in fourteen patients (two of them being on combination with either propranolol or sirolimus), stable disease in 2 patients. For 2 patients, an MRI scan was not available as they were shortly on treatment, however, a clinically visible response in size reduction or structure regression, together with pain relief was observed. In patients with elevated D-dimer levels before alpelisib administration, a major improvement was noted, suggesting its biomarker role. We observed overall very good tolerance of the treatment, documenting a single patient with grade 3 hyperglycemia. Patients with size reduction were offered local therapies wherever possible. Our report presents a promising approach for the treatment of VMs harboring different targetable TEK and PIK3CA gene mutations with a low toxicity profile and high efficacy.
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Affiliation(s)
- Martin Sterba
- Department of Paediatrics, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
- Department of Paediatric Oncology, Faculty of Medicine, University Hospital Brno, Masaryk University, Cernopolni 212/9, 613 00, Brno, Czech Republic
| | - Petra Pokorna
- Department of Biology, Faculty of Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Renata Faberova
- Department of Paediatrics, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Blanka Pinkova
- Department of Paediatrics, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Jarmila Skotakova
- Department of Paediatric Radiology, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Anna Seehofnerova
- Department of Paediatric Radiology, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Jan Blatny
- Department of Paediatrics, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Lucia Janigova
- Department of Paediatric Oncology, Faculty of Medicine, University Hospital Brno, Masaryk University, Cernopolni 212/9, 613 00, Brno, Czech Republic
| | - Olga Koskova
- Department of Paediatric Surgery, Orthopaedics and Traumatology, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Hana Palova
- Department of Biology, Faculty of Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Michal Mahdal
- 1st Department of Orthopaedics, Faculty of Medicine, St. Anne's University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Lukas Pazourek
- 1st Department of Orthopaedics, Faculty of Medicine, St. Anne's University Hospital Brno, Masaryk University, Brno, Czech Republic
| | - Petr Jabandziev
- Department of Paediatrics, Faculty of Medicine, University Hospital Brno, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Department of Biology, Faculty of Medicine, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Peter Mudry
- Department of Paediatric Oncology, Faculty of Medicine, University Hospital Brno, Masaryk University, Cernopolni 212/9, 613 00, Brno, Czech Republic.
- International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic.
| | - Jaroslav Sterba
- Department of Paediatric Oncology, Faculty of Medicine, University Hospital Brno, Masaryk University, Cernopolni 212/9, 613 00, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic
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17
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Juracek J, Madrzyk M, Trachtova K, Ruckova M, Bohosova J, Barth DA, Pichler M, Stanik M, Slaby O. Combination of Urinary MiR-501 and MiR-335 With Current Clinical Diagnostic Parameters as Potential Predictive Factors of Prostate Biopsy Outcome. Cancer Genomics Proteomics 2023; 20:308-316. [PMID: 37093688 PMCID: PMC10148065 DOI: 10.21873/cgp.20383] [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: 01/25/2023] [Revised: 02/19/2023] [Accepted: 03/06/2023] [Indexed: 04/25/2023] Open
Abstract
BACKGROUND The detection of prostate cancer (PCa) is currently based on prostate-specific antigen (PSA) quantification as an initial screening followed by ultrasound-guided transrectal biopsy. However, the high rate of false-negative biopsies often leads to inappropriate treatment. Therefore, new molecular biomarkers, such as urine microRNAs (miRNAs), are a possible way to redefine PCa diagnostics. PATIENTS AND METHODS Urine samples of 356 patients undergoing prostate biopsy (256 cases with confirmed prostate cancer, 100 cases with negative prostate biopsy) at the Masaryk Memorial Cancer Institute (Czech Republic) and additional 36 control subjects (healthy controls, benign prostatic hyperplasia - BPH) were divided into the discovery and validation cohorts and analyzed. In the discovery phase, small RNA sequencing was performed using the QIAseq miRNA Library Kit and the NextSeq 500 platform. Identified miRNA candidates were validated by the RT-qPCR method in the independent validation phase. RESULTS Using the small RNA sequencing method, we identified 12 urine miRNAs significantly dysregulated between PCa patients and controls. Furthermore, independent validation showed the ability of miR-501-3p and the quantitative miR-335:miR-501 ratio to distinguish between PCa patients and patients with negative prostate biopsy. The subsequent combination of the miR-335:miR-501 ratio with PSA and total prostate volume (TPV) using logistic regression exceeded the analytical accuracy of standalone parameters [area under curve (AUC)=0.75, positive predictive value (PPV)=0.85, negative predictive value (NPV)=0.51)] and discriminated patients according to biopsy outcome. CONCLUSION Combination of miR-335:miR-501 ratio with PSA and total prostate volume was able to identify patients with negative prostate biopsy and could potentially streamline decision making for biopsy indication.
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Affiliation(s)
- Jaroslav Juracek
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Marie Madrzyk
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Karolina Trachtova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Michaela Ruckova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Julia Bohosova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Dominik A Barth
- Research Unit of Non-Coding RNAs and Genome Editing in Cancer, Division of Clinical Oncology, Department of Medicine, Comprehensive Cancer Center Graz, Medical University of Graz, Graz, Austria
| | - Martin Pichler
- Research Unit of Non-Coding RNAs and Genome Editing in Cancer, Division of Clinical Oncology, Department of Medicine, Comprehensive Cancer Center Graz, Medical University of Graz, Graz, Austria
| | - Michal Stanik
- Department of Urologic Oncology, Clinic of Surgical Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic;
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic;
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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18
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Tukmachi DA, Ruckova M, Vecera M, Machackova T, Pokorna P, Hermanova M, Hendrych M, Kren L, Roskova I, Vybihal V, Valekova H, Jancalek R, Sana J, Smrcka M, Slaby O. Abstract 3758: Tumor tissue and cerebrospinal fluid microRNA profiles enable the classification of brain metastasis accordingly to their origin. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-3758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Brain metastases (BMs) comprise a heterogeneous group of the most frequent intracranial tumors in adults, most originating in lung, breast, renal cell, and colorectal carcinomas and melanomas. Despite the recent improvements in imaging methodology resulting in earlier BM identification and advancements in treatment strategies, BMs are still a significant cause of patient morbidity. Furthermore, BMs frequency increases due to more prolonged survival of cancer patients and population aging. Since the most widely used prognostic scoring systems for BMs require prior knowledge of the primary origin and up to 14% of BMs are classified as BMs of unknown primary, there is an urgent unmet need for accurate biomarkers for identification of BM origin. MiRNAs are non-coding RNAs with an approximate length of 22 nucleotides, functioning as post-transcriptional regulators of gene expression. Dysregulated miRNA expression profile has been observed in many pathological processes, including the complex and not fully understood metastatic cascade. These molecules are very stable and present not only in tissues but also in human body fluids, including blood plasma and cerebrospinal fluid (CSF). Based on these facts, both tissue and circulating miRNAs are extensively studied as potential diagnostic biomarkers. Specific miRNA signatures of BMs were obtained using high-throughput miRNA profiling (Illumina small RNA sequencing) on 3 types of samples (metastatic tissue, blood plasma, CSF) from a cohort of 30 patients with BMs originating in the 5 tumor types – lung, breast, renal cell and colorectal carcinomas and melanomas (6 patients per group, 87 samples in total, only 3 CSF samples from RCC patients available). We identified significantly differentially expressed miRNAs in BM tissues with the ability to differentiate between primary origins. Tissue miRNAs could identify BMs originating from breast, colorectal and renal cell carcinomas and melanomas with high specificity and sensitivity. Interestingly, the heterogeneity of lung carcinomas was also characteristic for the corresponding BMs, making it challenging to distinguish accurately from other BMs. Even though the tissue-specific miRNA signature was the most precise, our results suggest a significant diagnostic potential of circulating miRNAs from CSF for BM patients. Therefore, these short and stable molecules could potentially help identify the origin of BMs of unknown primary. The research is supported by project National Institute for Cancer Research (Programme EXCELES, ID Project No. LX22NPO5102) - Funded by the European Union - Next Generation EU.
Citation Format: Dagmar Al Tukmachi, Michaela Ruckova, Marek Vecera, Tana Machackova, Petra Pokorna, Marketa Hermanova, Michal Hendrych, Leos Kren, Ivana Roskova, Vaclav Vybihal, Hana Valekova, Radim Jancalek, Jiri Sana, Martin Smrcka, Ondrej Slaby. Tumor tissue and cerebrospinal fluid microRNA profiles enable the classification of brain metastasis accordingly to their origin. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3758.
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Affiliation(s)
- Dagmar Al Tukmachi
- 1The Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Michaela Ruckova
- 1The Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Marek Vecera
- 1The Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Tana Machackova
- 1The Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Petra Pokorna
- 1The Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Marketa Hermanova
- 2First Department of Pathology, St. Anne’s Unversity Hospital, Brno, Czech Republic
| | - Michal Hendrych
- 2First Department of Pathology, St. Anne’s Unversity Hospital, Brno, Czech Republic
| | - Leos Kren
- 3Department of Pathology, University Hospital Brno, Brno, Czech Republic
| | - Ivana Roskova
- 4Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Vaclav Vybihal
- 4Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Hana Valekova
- 5Department of Neurosurgery, St. Anne’s University Hospital Brno, Brno, Czech Republic
| | - Radim Jancalek
- 5Department of Neurosurgery, St. Anne’s University Hospital Brno, Brno, Czech Republic
| | - Jiri Sana
- 6Comprehensive Cancer Care Department, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Martin Smrcka
- 4Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Ondrej Slaby
- 7Department of Biology, Faculty of Medicine MU, Brno, Czech Republic
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19
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Pokorna P, Faberova R, Koskova O, Sterba M, Palova H, Kozelkova K, Jugas R, Tukmachi DA, Machackova T, Sana J, Mudry P, Sterba J, Slaby O. Abstract 1063: Precision medicine and cancer drug repurposing in the management of vascular anomalies. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-1063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Vascular anomalies are a heterogeneous group of rare diseases caused by defects in the early stages of vascular development that result in abnormal growth and development of vessels. The treatment typically consists of surgical approaches; unfortunately, many anomalies cannot be cured. Therefore, the goal of the treatment is to control the lesion, and progression or recurrence after an intervention is no exception. In the last 15 years, tremendous progress in understanding the molecular basis of the disease has been made, with alterations in more than 40 genes proven to be causal in the disease pathogenesis. Interestingly, such alterations are also found in many human cancers, which recently raised the question of whether repurposing anti-cancer drugs could be utilized in this setting. Tissue biopsies from 38 patients with vascular anomalies have been analyzed using different approaches ranging from Sanger sequencing to NGS-based detection. In 31 patients, known causal alterations of either germline or somatic origin were found. For the remaining seven patients, sampling issues were considered a cause of the negative result. Given that most patients suffered from a venous type of malformation, most alterations were found in TEK and PIK3CA genes, which are commonly altered in this subgroup. Other findings included alterations of KRAS, GLMN, PTEN, or IDH2 genes. TEK gene mutations were predominantly located in exon 17, which encodes for a part of the tyrosine kinase domain of the protein, with frequent L914F substitution being found in 12 cases. Identified PIK3CA gene mutations were all well-characterized activating alterations described in cancer-related context. Based on an identification of either TEK or PIK3CA mutation, 13 patients were administered targeted treatment using selective PI3K alpha subunit inhibitor alpelisib. For all patients, improvement in quality of life, lesion reduction and normalization of coagulation parameters was achieved. A deeper understanding of the pathophysiology of vascular anomalies can significantly contribute to patient stratification, identification of potential therapeutic targets, and overall better clinical management. At the same time, identifying potential therapeutic targets could lead to the administration of novel anti-cancer drugs within the concept of drug repurposing and better overall disease control compared to routinely used approaches. Supported by the Ministry of Health of the Czech Republic, grant nr. NU20-03-00240 and by the project National Institute for Cancer Research (Programme EXCELES, ID Project No. LX22NPO5102) - Funded by the European Union - Next Generation EU.
Citation Format: Petra Pokorna, Renata Faberova, Olga Koskova, Martin Sterba, Hana Palova, Katerina Kozelkova, Robin Jugas, Dagmar Al Tukmachi, Tana Machackova, Jiri Sana, Peter Mudry, Jaroslav Sterba, Ondrej Slaby. Precision medicine and cancer drug repurposing in the management of vascular anomalies [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1063.
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Affiliation(s)
| | | | | | | | - Hana Palova
- 1CEITEC Masaryk University, Brno, Czech Republic
| | | | - Robin Jugas
- 1CEITEC Masaryk University, Brno, Czech Republic
| | | | | | - Jiri Sana
- 3CEITEC Masaryk University, Faculty of Medicine, Brno, Czech Republic
| | - Peter Mudry
- 2University Hospital Brno, Brno, Czech Republic
| | | | - Ondrej Slaby
- 3CEITEC Masaryk University, Faculty of Medicine, Brno, Czech Republic
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20
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Bratova M, Brat K, Pavlovsky Z, Sana J, Slaby O. Driver and actionable mutations in younger patients with lung cancer - are we searching properly? Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2023. [PMID: 37009714 DOI: 10.5507/bp.2023.012] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2023] Open
Abstract
AIMS The authors focused on a group of young lung cancer patients with the aim of better understanding the mechanisms of tumor pathogenesis in these patients and search for potential targetable mutations. METHODS We collected retrospective data on patients under 40 years diagnosed with lung cancer (NSCLC or small-cell lung cancer) from 2011-2020 at the Department of Respiratory Diseases, University Hospital Brno, Czech Republic. Tumor tissue of these patients was analysed by next-generation sequencing (NGS, a panel of 550 variants in 19 genes). Demographic characteristics, smoking history, histology, molecular-genetic results and clinical stage of the disesase were recorded in all eligible patients from accessible medical databases. RESULTS Of 17 identified patients in only 8 cases was successful NGS carried out due to lack of sufficient good quality material in the other cases. The most frequently found molecular genetic changes were EGFR, RICTOR and HER2 amplification and MET and FGFR1 amplification. In addition, we found rare pathogenic variants in BRAF and PIK3CA genes. Actionable variants were detected in 75% patients. CONCLUSION We detected very frequent driver and potentially actionable alterations in young patients with lung cancer. This suggests different mechanisms of carcinogenesis in these patients and indicates that they might benefit more from a specific approach than older lung cancer patients.
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Affiliation(s)
- Monika Bratova
- Department of Respiratory Diseases, University Hospital Brno, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Kristian Brat
- Department of Respiratory Diseases, University Hospital Brno, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne´s University Hospital, Brno, Czech Republic
| | - Zdenek Pavlovsky
- Department of Pathology, University Hospital Brno, Brno, Czech Republic
| | - Jiri Sana
- Department of Pathology, University Hospital Brno, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Department of Pathology, University Hospital Brno, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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21
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Juracek J, Madrzyk M, Stanik M, Ruckova M, Trachtova K, Malcikova H, Lzicarova E, Barth DA, Pichler M, Slaby O. A tissue miRNA expression pattern is associated with disease aggressiveness of localized prostate cancer. Prostate 2023; 83:340-351. [PMID: 36478451 DOI: 10.1002/pros.24466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 11/15/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Prostate cancer (PCa) is a heterogeneous malignancy with high variability in clinical course. Insufficient stratification according to the aggressiveness at the time of diagnosis causes unnecessary or delayed treatment. Current stratification systems are not effective enough because they are based on clinical, surgical or biochemical parameters, but do not take into account molecular factors driving PCa cancerogenesis. MicroRNAs (miRNAs) are important players in molecular pathogenesis of PCa and could serve as valuable biomarkers for the assessment of disease aggressiveness and its prognosis. METHODS In the study, in total, 280 PCa patients were enrolled. The miRNA expression profiles were analyzed in FFPE PCa tissue using the miRCURY LNA miRNA PCR System. The expression levels of candidate miRNAs were further verified by two-level validation using the RT-qPCR method and evaluated in relation to PCa stratification reflecting the disease aggressiveness. RESULTS MiRNA profiling revealed 172 miRNAs dysregulated between aggressive (ISUP 3-5) and indolent PCa (ISUP 1) (p < 0.05). In the training and validation cohort, miR-15b-5p and miR-106b-5p were confirmed to be significantly upregulated in tissue of aggressive PCa when their level was associated with disease aggressiveness. Furthermore, we established a prognostic score combining the level of miR-15b-5p and miR-106b-5p with serum PSA level, which discriminated indolent PCa from an aggressive form with even higher analytical parameters (AUC being 0.9338 in the training set and 0.8014 in the validation set, respectively). The score was also associated with 5-year biochemical progression-free survival (bPFS) of PCa patients. CONCLUSIONS We identified a miRNA expression pattern associated with disease aggressiveness in prostate cancer patients. These miRNAs may be of biological interest as the focus can be also set on their specific role within the molecular pathology and the molecular mechanism that underlies the aggressivity of prostate cancer.
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Affiliation(s)
- Jaroslav Juracek
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Marie Madrzyk
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Michal Stanik
- Department of Urologic Oncology, Clinic of Surgical Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Michaela Ruckova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Karolina Trachtova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Hana Malcikova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Eva Lzicarova
- Department of Oncological Pathology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Dominik A Barth
- Department of Internal Medicine, Division of Oncology, Medical University of Graz, Graz, Austria
| | - Martin Pichler
- Department of Internal Medicine, Division of Oncology, Medical University of Graz, Graz, Austria
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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22
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Tomandlova M, Novotny T, Staffa R, Smutna J, Krivka T, Kruzliak P, Slaby O, Kubicek L, Vlachovsky R, Radova L, Tomandl J. Kinetics of d-lactate and ischemia-modified albumin after abdominal aortic surgery and their ability to predict intestinal ischemia. Clin Biochem 2023; 112:43-47. [PMID: 36502884 DOI: 10.1016/j.clinbiochem.2022.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 12/02/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Acute intestinal ischemia is a severe complication of abdominal aortic surgery that is difficult to diagnose early and therefore to treat adequately and timely. In this study the perioperative kinetics of d-lactate and ischemia-modified albumin (IMA) are described and the predictive value of these markers for the early diagnosis of acute intestinal ischemia is assessed. DESIGN & METHODS This non-randomised, single-centre cohort study enrolled 50 patients with abdominal aortic aneurysm (AAA) and 30 patients with aortoiliac occlusive disease (AOID). Serum d-lactate and IMA were assessed pre-, intra-, and postoperatively at eight defined time points. RESULTS The highest serum d-lactate was at 6 h after complete declamping of the vascular graft. The highest predictive power of d-lactate was at 3 h after complete declamping (AUC 0.857). IMA was found to be higher in the AAA group in ischemic patients 10 min after complete declamping than in the AOID group. The highest predictive values of IMA were at 1 h after aortic cross-clamping (AUC 0.758) and 3 and 6 h after complete declamping (0.745 and 0.721, respectively). Moreover, the multivariate model with both markers at 3 h after complete declamping improved the detection of intestinal ischemia (AUC 0.894). CONCLUSIONS Serum levels of IMA and d-lactate seem to be influential predictive markers for postoperative intestinal ischemia, especially after 3 h from complete declamping of vascular reconstruction.
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Affiliation(s)
- Marie Tomandlova
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Kamenice 5, Brno 625 00, Czech Republic.
| | - Tomas Novotny
- 2(nd) Department of Surgery, Center for Vascular Disease, St. Anne's University Hospital Brno, Pekarska 53, Brno 656 91, Czech Republic; 2(nd) Department of Surgery, Center for Vascular Disease, Faculty of Medicine, Masaryk University, Pekarska 53, Brno 656 91, Czech Republic.
| | - Robert Staffa
- 2(nd) Department of Surgery, Center for Vascular Disease, St. Anne's University Hospital Brno, Pekarska 53, Brno 656 91, Czech Republic; 2(nd) Department of Surgery, Center for Vascular Disease, Faculty of Medicine, Masaryk University, Pekarska 53, Brno 656 91, Czech Republic.
| | - Jindra Smutna
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Kamenice 5, Brno 625 00, Czech Republic.
| | - Tomas Krivka
- Department of Medical Imaging, St. Anne's University Hospital Brno, Pekarska 53, Brno 656 91, Czech Republic; Department of Medical Imaging, Faculty of Medicine, Masaryk University, Pekarska 53, Brno 656 91, Czech Republic.
| | - Peter Kruzliak
- 2(nd) Department of Surgery, Center for Vascular Disease, St. Anne's University Hospital Brno, Pekarska 53, Brno 656 91, Czech Republic; 2(nd) Department of Surgery, Center for Vascular Disease, Faculty of Medicine, Masaryk University, Pekarska 53, Brno 656 91, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Kamenice 5, Brno 625 00, Czech Republic; Department of Biology, Faculty of Medicine, Masaryk University, Kamenice 5, Brno 625 00, Czech Republic.
| | - Lubos Kubicek
- 2(nd) Department of Surgery, Center for Vascular Disease, St. Anne's University Hospital Brno, Pekarska 53, Brno 656 91, Czech Republic; 2(nd) Department of Surgery, Center for Vascular Disease, Faculty of Medicine, Masaryk University, Pekarska 53, Brno 656 91, Czech Republic.
| | - Robert Vlachovsky
- 2(nd) Department of Surgery, Center for Vascular Disease, St. Anne's University Hospital Brno, Pekarska 53, Brno 656 91, Czech Republic; 2(nd) Department of Surgery, Center for Vascular Disease, Faculty of Medicine, Masaryk University, Pekarska 53, Brno 656 91, Czech Republic.
| | - Lenka Radova
- Central European Institute of Technology, Masaryk University, Kamenice 5, Brno 625 00, Czech Republic.
| | - Josef Tomandl
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Kamenice 5, Brno 625 00, Czech Republic.
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23
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Slaba K, Jezova M, Pokorna P, Palova H, Tuckova J, Papez J, Prochazkova D, Jabandziev P, Slaby O. Two sisters with cardiac-urogenital syndrome secondary to pathogenic splicing variant in the MYRF gene with unaffected parents: A case of gonadal mosaicism? Mol Genet Genomic Med 2023; 11:e2139. [PMID: 36695166 PMCID: PMC10178803 DOI: 10.1002/mgg3.2139] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/16/2022] [Accepted: 01/10/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Cardiac-urogenital syndrome [MIM # 618280] is a newly described very rare syndrome associated with pathogenic variants in the myelin regulatory factor (MYRF) gene that leads to loss of protein function. MYRF is a transcription factor previously associated only with the control of myelin-related gene expression. However, it is also highly expressed in other tissues and associated with various organ anomalies. The clinical picture is primarily dominated by complex congenital cardiac developmental defects, pulmonary hypoplasia, congenital diaphragmatic hernia, and urogenital malformations. CASE PRESENTATION We present case reports of two siblings of unrelated parents in whom whole-exome sequencing was indicated due to familial occurrence of extensive developmental defects. A new, previously undescribed splicing pathogenic variant c.1388+2T>G in the MYRF gene has been identified in both patients. Both parents are unaffected, tested negative, and have another healthy daughter. The identical de novo event in siblings suggests gonadal mosaicism, which can mimic recessive inheritance. CONCLUSIONS To our knowledge, this is the first published case of familial cardiac-urogenital syndrome indicating gonadal mosaicism.
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Affiliation(s)
- Katerina Slaba
- Department of Pediatrics, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Marta Jezova
- Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petra Pokorna
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Hana Palova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Jana Tuckova
- Department of Pediatrics, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jan Papez
- Department of Pediatrics, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Dagmar Prochazkova
- Department of Pediatrics, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic.,Institute of Medical Genetics and Genomics, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petr Jabandziev
- Department of Pediatrics, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic.,Department of Pathology, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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24
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Liu I, Jiang L, Samuelsson ER, Marco Salas S, Beck A, Hack OA, Jeong D, Shaw ML, Englinger B, LaBelle J, Mire HM, Madlener S, Mayr L, Quezada MA, Trissal M, Panditharatna E, Ernst KJ, Vogelzang J, Gatesman TA, Halbert ME, Palova H, Pokorna P, Sterba J, Slaby O, Geyeregger R, Diaz A, Findlay IJ, Dun MD, Resnick A, Suvà ML, Jones DTW, Agnihotri S, Svedlund J, Koschmann C, Haberler C, Czech T, Slavc I, Cotter JA, Ligon KL, Alexandrescu S, Yung WKA, Arrillaga-Romany I, Gojo J, Monje M, Nilsson M, Filbin MG. The landscape of tumor cell states and spatial organization in H3-K27M mutant diffuse midline glioma across age and location. Nat Genet 2022; 54:1881-1894. [PMID: 36471067 PMCID: PMC9729116 DOI: 10.1038/s41588-022-01236-3] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 10/20/2022] [Indexed: 12/12/2022]
Abstract
Histone 3 lysine27-to-methionine (H3-K27M) mutations most frequently occur in diffuse midline gliomas (DMGs) of the childhood pons but are also increasingly recognized in adults. Their potential heterogeneity at different ages and midline locations is vastly understudied. Here, through dissecting the single-cell transcriptomic, epigenomic and spatial architectures of a comprehensive cohort of patient H3-K27M DMGs, we delineate how age and anatomical location shape glioma cell-intrinsic and -extrinsic features in light of the shared driver mutation. We show that stem-like oligodendroglial precursor-like cells, present across all clinico-anatomical groups, display varying levels of maturation dependent on location. We reveal a previously underappreciated relationship between mesenchymal cancer cell states and age, linked to age-dependent differences in the immune microenvironment. Further, we resolve the spatial organization of H3-K27M DMG cell populations and identify a mitotic oligodendroglial-lineage niche. Collectively, our study provides a powerful framework for rational modeling and therapeutic interventions.
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Affiliation(s)
- Ilon Liu
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Li Jiang
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Erik R. Samuelsson
- grid.10548.380000 0004 1936 9377Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
| | - Sergio Marco Salas
- grid.10548.380000 0004 1936 9377Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
| | - Alexander Beck
- grid.5252.00000 0004 1936 973XCenter for Neuropathology, Ludwig-Maximilians-University, Munich, Germany
| | - Olivia A. Hack
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Daeun Jeong
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - McKenzie L. Shaw
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Bernhard Englinger
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.22937.3d0000 0000 9259 8492Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Jenna LaBelle
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Hafsa M. Mire
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Sibylle Madlener
- grid.22937.3d0000 0000 9259 8492Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Lisa Mayr
- grid.22937.3d0000 0000 9259 8492Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Michael A. Quezada
- grid.168010.e0000000419368956Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA USA
| | - Maria Trissal
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Eshini Panditharatna
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Kati J. Ernst
- grid.7497.d0000 0004 0492 0584Hopp Children’s Cancer Center Heidelberg (KiTZ), Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jayne Vogelzang
- grid.65499.370000 0001 2106 9910Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Taylor A. Gatesman
- grid.21925.3d0000 0004 1936 9000Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA USA ,grid.239553.b0000 0000 9753 0008John G. Rangos Sr. Research Center, Children’s Hospital of Pittsburgh, Pittsburgh, PA USA
| | - Matthew E. Halbert
- grid.21925.3d0000 0004 1936 9000Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA USA ,grid.239553.b0000 0000 9753 0008John G. Rangos Sr. Research Center, Children’s Hospital of Pittsburgh, Pittsburgh, PA USA
| | - Hana Palova
- grid.10267.320000 0001 2194 0956Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Petra Pokorna
- grid.10267.320000 0001 2194 0956Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Jaroslav Sterba
- Pediatric Oncology Department, University Hospital Brno, Faculty of Medicine, Masaryk University, ICRC, Brno, Czech Republic
| | - Ondrej Slaby
- grid.10267.320000 0001 2194 0956Central European Institute of Technology, Masaryk University, Brno, Czech Republic ,grid.10267.320000 0001 2194 0956Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Rene Geyeregger
- grid.22937.3d0000 0000 9259 8492Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria ,grid.416346.2Department of Clinical Cell Biology and FACS Core Unit, St. Anna Children’s Cancer Research Institute (CCRI), Vienna, Austria
| | - Aaron Diaz
- grid.266102.10000 0001 2297 6811Department of Neurological Surgery, University of California San Francisco, San Francisco, CA USA
| | - Izac J. Findlay
- grid.266842.c0000 0000 8831 109XCancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales Australia ,grid.413648.cPrecision Medicine Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales Australia
| | - Matthew D. Dun
- grid.266842.c0000 0000 8831 109XCancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales Australia ,grid.413648.cPrecision Medicine Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales Australia
| | - Adam Resnick
- grid.239552.a0000 0001 0680 8770Center for Data Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, PA USA
| | - Mario L. Suvà
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.32224.350000 0004 0386 9924Department of Pathology, Center for Cancer Research, Massachusetts General Hospital, Boston, MA USA
| | - David T. W. Jones
- grid.7497.d0000 0004 0492 0584Hopp Children’s Cancer Center Heidelberg (KiTZ), Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sameer Agnihotri
- grid.21925.3d0000 0004 1936 9000Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA USA ,grid.239553.b0000 0000 9753 0008John G. Rangos Sr. Research Center, Children’s Hospital of Pittsburgh, Pittsburgh, PA USA
| | - Jessica Svedlund
- grid.10548.380000 0004 1936 9377Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
| | - Carl Koschmann
- grid.412590.b0000 0000 9081 2336Division of Pediatric Hematology/Oncology, Department of Pediatrics, Michigan Medicine, Ann Arbor, MI USA
| | - Christine Haberler
- grid.22937.3d0000 0000 9259 8492Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Thomas Czech
- grid.22937.3d0000 0000 9259 8492Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Irene Slavc
- grid.22937.3d0000 0000 9259 8492Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Jennifer A. Cotter
- grid.239546.f0000 0001 2153 6013Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Keck School of Medicine of University of Southern California, Los Angeles, CA USA
| | - Keith L. Ligon
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.62560.370000 0004 0378 8294Department of Pathology, Brigham and Women’s Hospital, Boston, MA USA ,grid.2515.30000 0004 0378 8438Department of Pathology, Boston Children’s Hospital, Boston, MA USA
| | - Sanda Alexandrescu
- grid.2515.30000 0004 0378 8438Department of Pathology, Boston Children’s Hospital, Boston, MA USA
| | - W. K. Alfred Yung
- grid.240145.60000 0001 2291 4776Department of Neuro-Oncology, Brain Tumor Center, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Isabel Arrillaga-Romany
- grid.32224.350000 0004 0386 9924Massachusetts General Hospital, Cancer Center, Boston, MA USA
| | - Johannes Gojo
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.22937.3d0000 0000 9259 8492Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Michelle Monje
- grid.168010.e0000000419368956Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA USA ,grid.413575.10000 0001 2167 1581Howard Hughes Medical Institute, Stanford, CA USA
| | - Mats Nilsson
- grid.10548.380000 0004 1936 9377Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
| | - Mariella G. Filbin
- grid.511177.4Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
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25
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Fadrus P, Vybihal V, Juran V, Roskova I, Sprlakova-Pukova A, Koprivova T, Kerkovsky M, Lakomy R, Kazda T, Hynkova L, Belanova R, Vecera M, Hermanova M, Jancalek R, Sana J, Slaby O, Slampa P, Smrcka M. SURG-08. COMBINED LOCAL TREATMENT OF BRAIN METASTASES: SURGERY AND POSTOPERATIVE STEREOTACTIC RADIOTHERAPY. Neuro Oncol 2022. [PMCID: PMC9661166 DOI: 10.1093/neuonc/noac209.974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
INTRODUCTION
Modern comprehensive local treatment of BM provides the possibility of adequate local control while maintaining a satisfactory quality of life.
METHODS
Patients after metastasectomy and postoperative radiotherapy treated between 2007-2020 were evaluated. Local control was assessed separately at the site of the operated MM (localPFS) and separately in other parts of the brain (distalPFS).
RESULTS
A total of 118 patients were enrolled (70 with WBRT), 54% were women, the median age was 60 years, the median performance status Karnofsky 80%. The most common primary tumor was lung carcinoma (39/118, 33%). Targeted stereotactic radiotherapy was significantly more often indicated in operations performed after 2016 (p < 0.001). In the period 2013-2019, gross total resection was achieved significantly more often (83 vs 64%; p = 0.061). The median follow-up is 49 months. The median overall survival (OS) is 9 months (6.2 - 12), the median localPFS 22 months (14 - unattainable), median distPFS 11 months (6.8 - 27 months), median extracranialPFS 11 months (5.9 - 15). Stratification of patients according to the prognostic index brainmetgpa.com led to significant separation of patients for OS (p = 0.00017). In a multivariate analysis, stereotactic radiotherapy was statistically significant positive prognostic factor for OS compared to WBRT (median OS 17 vs. 5.6 months, HR 0.59, p = 0.018) with no effect on localPFS.
CONCLUSION
Our results of comprehensive local treatment of BM are comparable with the results presented by important foreign studies from prestigious oncology centers. We described targeted stereotactic postoperative radiotherapy as an independent positive prognostic factor after brain metastasectomy. The study was supported by the programme project of the Ministry of Health of the Czech Republic with reg. no. NV18-03-00398, NV19-03-00501 and NV19-03-00559 and Supported by Ministry of Health, Czech Republic-conceptual development of research organization (FNBr, 65269705).
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Affiliation(s)
- Pavel Fadrus
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Vilem Juran
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Ivana Roskova
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Andrea Sprlakova-Pukova
- Department of Radiology and Nuclear Medicine, University Hospital Brno , Brno , Czech Republic
| | - Tereza Koprivova
- Department of Radiology and Nuclear Medicine, University Hospital Brno , Brno , Czech Republic
| | - Milos Kerkovsky
- Department of Radiology and Nuclear Medicine, University Hospital Brno , Brno , Czech Republic
| | - Radek Lakomy
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno , Brno , Czech Republic
| | - Tomas Kazda
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute , Brno , Czech Republic
| | - Ludmila Hynkova
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno , Brno , Czech Republic
| | - Renata Belanova
- Department of Radiology, Masaryk Memorial Cancer Institute, Brno , Brno , Czech Republic
| | - Marek Vecera
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Marketa Hermanova
- First Department of Pathology, St. Anne's University Hospital Brno , Brno , Czech Republic
| | - Radim Jancalek
- Department of Neurosurgery, St. Anne's University Hospital Brno , Brno , Czech Republic
| | - Jiri Sana
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Pavel Slampa
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno , Brno , Czech Republic
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
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26
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Liu I, Li J, Samuelsson E, Salas SM, Beck A, Hack O, Jeong D, Shaw M, Englinger B, Labelle J, Mire H, Madlener S, Mayr L, Quezada M, Trissal M, Panditharatna E, Ernst K, Gatesman T, Halbert M, Palova H, Pokorna P, Sterba J, Slaby O, Geyeregger R, Diaz A, Resnick AC, Suva M, Jones D, Agnihotri S, Ostlin J, Koschmann C, Haberler C, Czech T, Slavc I, Cotter J, Ligon K, Alexandrescu S, Yung WKA, Arrillaga-Romany I, Gojo J, Monje M, Nilsson M, Filbin M. EPCO-21. THE SPATIAL ORGANIZATION OF H3-K27M MUTANT DIFFUSE MIDLINE GLIOMA. Neuro Oncol 2022. [PMCID: PMC9660313 DOI: 10.1093/neuonc/noac209.456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
Histone 3 lysine27-to-methionine mutant diffuse midline gliomas (H3-K27M DMGs) are among the most lethal brain tumors. Their putative cellular hierarchy has been shown to be driven by self-renewing stem-like cells arrested in an oligodendrocyte precursor-like (OPC-like) state, of which few cells are able to differentiate towards more mature astrocyte (AC)-like and oligodendrocyte (OC)-like cells. However, the spatial organization underlying this tumor cell architecture and its microenvironmental interactions in intact H3-K27M DMG tissues remain unknown. Here, we profiled the single cell transcriptomes of 45 patient H3-K27M DMGs and derived cell population-specific marker gene combinations to characterize the single cell spatial organization of 16 tumors using targeted in situ sequencing. We thereby resolved different malignant and non-malignant cell populations including cycling, OPC-like, AC-like, OC-like, mesenchymal tumor cells, and non-malignant oligodendrocytes, astrocytes, neurons, myeloid cells, T cells, and vascular cells directly in situ. Global neighborhood analyses indicate a higher tendency of cycling OPC-like cells, vascular cells, and neurons to localize within a more restricted homogeneous compartment, whereas AC-like cells, non-malignant astrocytes and myeloid cells tend to intermingle with different cell populations in a more diffuse manner. Among malignant cells, we observed cycling OPC-like and OC-like cells to co-localize within a niche-like structure that is surrounded by more differentiated AC-like cells. We further validated this stem-like niche at the protein level using multiplexed immunofluorescence via the CODEX system. Finally, we characterized relationships between malignant and non-malignant cells, consistently identifying preferred neighborhoods of mesenchymal tumor cells with vascular and myeloid cells. Together, this study resolves the spatial architecture of H3-K27M DMG malignant and non-malignant cells at single cell resolution and identifies a local niche of the oligodendroglial lineage containing the OPC-like cancer stem-like cells, thus providing novel insights into the cancer stem-like compartment in H3-K27M DMGs and suggesting potential avenues for its perturbation.
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Affiliation(s)
- Ilon Liu
- Dana-Farber Boston Children's Cancer and Blood Disorders Center , Boston, MA , USA
| | - Jiang Li
- Dana-Farber Boston Children’s Cancer and Blood Disorders Center , Boston , USA
| | | | | | | | - Olivia Hack
- Dana-Farber Boston Children's Cancer and Blood Disorders Center , Boston, MA , USA
| | - Daeun Jeong
- Dana-Farber Boston Children's Cancer and Blood Disorders Center , Boston , USA
| | - McKenzie Shaw
- Dana-Farber Boston Children's Cancer and Blood Disorders Center , Boston , USA
| | - Bernhard Englinger
- Dana-Farber Boston Children's Cancer and Blood Disorders Center , Boston , USA
| | | | - Hafsa Mire
- Dana-Farber Boston Children's Cancer and Blood Disorders Center , Boston , USA
| | | | - Lisa Mayr
- Medical University of Vienna , Vienna , Austria
| | | | | | | | | | - Taylor Gatesman
- University of Pittsburgh School of Medicine , Pittsburgh, PA , USA
| | - Matthew Halbert
- University of Pittsburgh School of Medicine , Pittsburgh, PA , USA
| | | | | | | | - Ondrej Slaby
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | | | - Aaron Diaz
- University of California, San Francisco , San Francisco, CA , USA
| | - Adam C Resnick
- Children's Hospital of Philadelphia , Philadelphia , USA
| | | | | | - Sameer Agnihotri
- University of Pittsburgh School of Medicine , Pittsburgh, PA , USA
| | | | - Carl Koschmann
- Department of Pediatrics, Michigan Medicine , Ann Arbor, MI , USA
| | | | | | - Irene Slavc
- Medical University of Vienna , Vienna , Austria
| | | | - Keith Ligon
- Dana-Farber Cancer Institute , Boston, MA , USA
| | - Sanda Alexandrescu
- Dana-Farber Boston Children's Cancer and Blood Disorders Center , Boston , USA
| | | | | | | | - Michelle Monje
- Department of Neurology and Neurological Sciences, Stanford University , Stanford, CA , USA
| | - Mats Nilsson
- Science for Life Laboratory, , Stockholm , Sweden
| | - Mariella Filbin
- Dana-Farber Boston Children’s Cancer and Blood Disorders Center , Boston , USA
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27
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Jancalek R, Vecera M, Siegl F, Sana J, Trachtova K, Hendrych M, Vybihal V, Smrcka M, Hermanova M, Kazda T, Slaby O. PATH-02. ANALYSIS OF MICRORNA EXPRESSION IN BRAIN METASTASES USING NEXT-GENERATION SEQUENCING. Neuro Oncol 2022. [PMCID: PMC9660853 DOI: 10.1093/neuonc/noac209.575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
BACKGROUND
Brain metastases (BMs) are intracranial tumors that frequently occur in adult cancer patients. Because the prognosis of patients with BM individually varies, it would be useful to improve prognostic scoring tools by including new high-performance biomarkers. MicroRNAs (miRNAs) appear to be promising in this regard as they are highly stable and, thus, suitable for both next-generation sequencing (RNA-Seq) and retrospective analyses in formalin-fixed and paraffin-embedded (FFPE) tissues.Material and
METHODS
Total RNA enriched for miRNAs was isolated from 71 freshly frozen histopathologically confirmed BMs with origin in 5 tumor types (ca lung - 37%, melanoma - 23%, ca breast - 18%, RCC - 15%, CRC - 7%) using mirVana miRNA Isolation Kit (Thermo Fisher Scientific). Sequencing libraries were prepared from RNA using the QIAseq miRNA Library Kit (Qiagen) and sequenced using the NextSeq 500 platform (Illumina). The miRNA molecules were subsequently transcribed from total RNA samples isolated from a retrospective set of 119 FFPE tissues using the TaqMan Advanced miRNA cDNA Synthesis Kit, and the expression of selected miRNAs was validated in a pilot experiment by qPCR using TaqMan Fast Advanced Master Mix and appropriate TaqMan MicroRNA Assays (all from Thermo Fisher Scientific).
RESULTS
The differential analysis identified 373 miRNAs with significantly different expression among the 5 BMs groups (p< 0.001). A molecular classifier based on the expression of 32 miRNAs was able to classify all samples correctly. Out of these, seven, including miR-122-5p, miR-141-3p, miR-146a-5p, miR-194-5p, miR-200c-3p, miR-211-3p, and miR-215-5p, were chosen for subsequent validation and their significantly different expression in 5 BMs groups was validated.
CONCLUSIONS
Presented results confirm the importance of studying dysregulated miRNA expression in BM and the diagnostic potential of validated miRNAs. The study was prepared with the grant support of the Ministry of Health of the Czech Republic - grant No. NV18-03-00398.
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Affiliation(s)
- Radim Jancalek
- Department of Neurosurgery, St. Anne's University Hospital Brno & Faculty of Medicine, Masaryk University , Brno , Czech Republic
| | - Marek Vecera
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Frantisek Siegl
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Jiri Sana
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Karolina Trachtova
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Michal Hendrych
- Department of Pathology, St. Anne's University Hospital Brno & Faculty of Medicine, Masaryk University , Brno , Czech Republic
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Marketa Hermanova
- Department of Pathology, St. Anne's University Hospital Brno & Faculty of Medicine, Masaryk University , Brno , Czech Republic
| | - Tomas Kazda
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute , Brno , Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
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Fadrus P, Vybihal V, Siegl F, Smrcka M, Slaby O, Sana J. CCRG-03. STUDY OF PIWI-INTERACTING RNAS IN GLIOBLASTOMA PATHOLOGY: A NEW LEVEL OF REGULATION OF GLIOBLASTOMA STEM CELLS? Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac209.148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
BACKGROUND
One of the putative mechanisms of early recurrence of GBM is the existence of glioblastoma stem cells (GSCs) that can resist therapy and subsequently establish new GBM foci. PIWI-interacting RNAs (piRNAs), responsible for maintaining genome stability, may then play a key role in their biology, particularly in germ and stem cells. A number of piRNA molecules are also promising biomarkers useful for prognosis and prediction of disease progression.Material and
METHODS
Glioblastoma stem cells were cultured in DMEM/F12 medium supplemented with bFGF and EGF growth factors. DMEM medium containing 10% fetal bovine serum (FBS) was used to culture differentiated cells. RNA was isolated from the selected paired primocultures and subsequently checked for quality by capillary electrophoresis. NEBNext Small RNA Library Prep Set was used for the preparation of cDNA libraries. Sequencing analysis was performed using the Next500/550 High Output v2 Kit for 75 cycles and the NextSeq500 sequencer.
RESULTS
Twenty paired primary cultures were prepared to verify the expression of CD133 and SOX2 in GSCs, the ability to establish tumors in immunodeficient mice, and the ability to differentiate. At this time, we finished sequencing of piRNA molecules and acquired data are bioinformatically analysed. Subsequently, we will perform analysis of selected piRNAs to be diagnostic and prognostic biomarkers on the GBM samples and non-tumor brain controls. All results will be presented at the conference.
CONCLUSION
Based on recent studies, it is evident that piRNA expression can have a significant impact on GBM biology. Their expression within GSCs may then provide a tool for identifying and targeting these cells and could be usable as a diagnostic and prognostic biomarker in GBM patients.The study was supported by the programme project of the Ministry of Health of the Czech Republic with reg. no. NV19-03-00501, NV19-03-00559, Conceptual development of research organization FNBr, 65269705
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Affiliation(s)
- Pavel Fadrus
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Frantisek Siegl
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Jiri Sana
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
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Fadrus P, Tukmachi D, Duba M, Naar O, Vybihal V, Sana J, Smrcka M, Slaby O. BIOM-53. SPECIFIC MICRORNA EXPRESSION PATTERN PREDICTS RECURRENCE IN ATYPICAL MENINGIOMA. Neuro Oncol 2022. [PMCID: PMC9660647 DOI: 10.1093/neuonc/noac209.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
Meningiomas are the most common primary tumors of the central nervous system (CNS). Atypical meningioma (AM) recurs in 40% of patients despite total resection and radiotherapy (RT). No consensus on optimal adjuvant management was found, and it is difficult to identify patients insensitive to RT in real-life clinical practice. A promising group of biomarkers represent microRNAs (miRNAs), short non-coding RNAs that regulate most biological processes, including cell proliferation, differentiation, and apoptosis. The study aims to identify tissue miRNAs capable of predicting patients with AM who could benefit from the indicated adjuvant RT. The study includes 80 patients with AM in the exploratory phase and 400 patients with meningioma in the validation phase. Total RNA enriched with miRNAs was isolated from FFPE tissue using the mirVana miRNA Isolation Kit (TF Scientific). Subsequently, RNA quantity and quality controls were measured using NanoDrop 2000 (TF Scientific) and Qubit 2.0 (TF Scientific) instruments. A global miRNA expression profile was generated using the TaqMan Array Human MicroRNA Cards (TF Scientific), which allow the detection of up to 754 miRNAs simultaneously. Obtained data were processed and integrated through bioinformatics algorithms with clinicopathological data of patients with AM.The study identified significantly dysregulated miRNAs among AM patients with and without recurrence (p < 0.05). Results also suggest dysregulated miRNA expression profile in AM patients with indicated RT who did/did not develop a recurrence (p < 0.05). Lists of individual miRNAs and detailed graphical analyses will be included in the conference presentation.The results will help predict the prognosis of surgically intervened patients more accurately and can help determine which patients will benefit from the adjuvant RT. This research is supported by the AZV grant from the Ministry of Health of the Czech Republic (reg. No. NV19-03-00559) and Conceptual development of research organization (FNBr, 65269705). All rights reserved.
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Affiliation(s)
- Pavel Fadrus
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Dagmar Tukmachi
- Central European Institute of Technology (CEITEC), Masaryk University, Brno , Brno , Czech Republic
| | - Milos Duba
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Ondrej Naar
- Central European Institute of Technology (CEITEC), Masaryk University, Brno , Brno , Czech Republic
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Jiri Sana
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno , Brno , Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology (CEITEC), Masaryk University , Brno , Czech Republic
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López-Camarillo C, Slaby O, Silva-Cázares MB. Editorial: Strategic molecular biomarkers and microRNAs in cancer. Front Oncol 2022; 12:1031349. [PMID: 36313649 PMCID: PMC9598417 DOI: 10.3389/fonc.2022.1031349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 09/28/2022] [Indexed: 11/20/2022] Open
Affiliation(s)
- César López-Camarillo
- Posgrado en Ciencias Genómicas, Universidad Autónoma de la Ciudad de México, Ciudad de Mexico, Mexico
| | - Ondrej Slaby
- Molecular Oncology II-Solid Cancer Central European Institute of Technology, Brno, Czechia
| | - Macrina Beatriz Silva-Cázares
- Coordinación Académica Región Altiplano, Universidad Autónoma de San Luis Potosí, Matehuala, Mexico
- *Correspondence: Macrina Beatriz Silva-Cázares,
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Jancalek R, Hendrych M, Solar P, Hermanova M, Slaby O. P12.10.A Supratentorial glioblastoma with spinal metastasis: a case report with molecular profiling. Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac174.275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Glioblastoma (GBM) is regarded as an aggressive brain tumor that rarely develops extracranial metastases. Despite well-investigated molecular alterations in GBM, there is a limited understanding of these associated with the metastatic potential of GBM.
Material and Methods
We present a case report of a 43-year-old woman with frontal GBM IDH-wildtype, who underwent gross-total resection followed by chemoradiation. Five months after surgery, the patient was diagnosed with an intraspinal GBM metastasis. Next-generation sequencing analysis of both primary and metastatic GBM tissues was performed using the Illumina TruSight Tumor 170 assay.
Results
The number of single nucleotide variants observed in the metastatic sample was more than 2-times higher. Mutations in TP53, PTEN, and RB1 found in the primary and metastatic tissue samples are indicative of the mesenchymal GBM subtype. Among others, in the metastatic sample, there were detected two inactivating mutations (Arg1026Ile, Trp1831Ter) in the NF1 gene, two novel NOTCH3 variants of unknown significance predicted to be damaging (Pro1505Thr, Cys1099Tyr), one novel ARID1A variant of unknown significance (Arg1046Ser), and one gene fusion of unknown significance EIF2B5-KIF5B.
Conclusion
Based on the literature evidence, the inactivation of NF1, NOTCH3, and ARID1A could explain, at least in part, the acquired invasiveness and metastatic potential in this particular GBM case.
This work was supported by the grant MUNI/A/1408/2021 of the Masaryk University, Brno, Czech Republic, and INTER-EXCELLENCE Programme / INTER-COST project no. LTC20027 of the Ministry of Health, Czech Republic.
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Affiliation(s)
- R Jancalek
- St. Anne's University Hospital , Brno , Czech Republic
| | - M Hendrych
- St. Anne's University Hospital , Brno , Czech Republic
| | - P Solar
- St. Anne's University Hospital , Brno , Czech Republic
| | - M Hermanova
- St. Anne's University Hospital , Brno , Czech Republic
| | - O Slaby
- Medical Faculty, Masaryk University , Brno , Czech Republic
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32
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Liu I, Jiang L, Samuelsson E, Marco Salas S, Hack O, Jeong D, Shaw M, Englinger B, LaBelle J, Ernst K, Palova H, Pokorna P, Sterba J, Slaby O, Geyeregger R, Jones D, Koschmann C, Svedlund J, Resnick A, Diaz A, Haberler C, Czech T, Slavc I, Cotter J, Ligon K, Alexandrescu S, Yung W, Arrillaga-Romany I, Suva M, Beck A, Gojo J, Monje M, Nilsson M, Filbin M. JS04.6.A The landscape of tumor cell states and spatial organization in H3-K27M mutant diffuse midline glioma across age and location. Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac174.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Background
Histone 3 lysine27-to-methionine mutations (H3-K27M) frequently occur in childhood diffuse midline gliomas (DMGs) of the pons, thalamus and spinal cord, presumed to be driven by the specific spatiotemporal context of these midline locations during postnatal development. While most common in the pons and at mid-childhood ages, the same oncohistone mutation is recurrently detected in adult DMGs and throughout different midline regions. The potential heterogeneity of tumors at different ages and in different anatomical locations of the midline are vastly understudied.
Material and Methods
Through dissecting the transcriptomic, epigenomic and spatial architectures of a comprehensive cohort of patient H3-K27M DMGs - spanning the age range from 2-68 years and locations from spinal cord to thalamus - at single cell resolution, we delineate how age- and location-dependent contexts shape glioma cell-intrinsic and -extrinsic features in light of the shared driver mutation.
Results
We identify that oligodendrocyte precursor (OPC)-like cells constitute the stem-like compartment in H3-K27M DMGs across all clinico-anatomical groups, however, depending on location, display varying levels of maturity resembling less differentiated pre-OPCs or more mature OPCs further differentiated along the oligodendroglial lineage. We further demonstrate increased mesenchymal cell states in adult tumors, which we link to age-related differences in glioma-associated immune cell compartments. We for the first time resolve the spatial organization of H3-K27M DMG cell types in intact patient tissues, identifying a local niche of the oligodendroglial lineage.
Conclusion
Our study provides a powerful resource for rational modeling and therapeutic frameworks taking into account determinants of age and location in this lethal glioma group.
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Affiliation(s)
- I Liu
- Dana-Farber Cancer Institute , Boston, MA , United States
| | - L Jiang
- Dana-Farber Cancer Institute , Boston, MA , United States
| | | | | | - O Hack
- Dana-Farber Cancer Institute , Boston, MA , United States
| | - D Jeong
- Dana-Farber Cancer Institute , Boston, MA , United States
| | - M Shaw
- Dana-Farber Cancer Institute , Boston, MA , United States
| | - B Englinger
- Dana-Farber Cancer Institute , Boston, MA , United States
| | - J LaBelle
- Dana-Farber Cancer Institute , Boston, MA , United States
| | | | - H Palova
- Masaryk University , Brno , Czech Republic
| | - P Pokorna
- Masaryk University , Brno , Czech Republic
| | - J Sterba
- Masaryk University , Brno , Czech Republic
| | - O Slaby
- Masaryk University , Brno , Czech Republic
| | | | | | - C Koschmann
- University of Michigan , Ann Arbor, MI , United States
| | - J Svedlund
- Stockholm University , Stockholm , Sweden
| | - A Resnick
- Children's Hospital of Philadelphia , Philadelphia, PA , United States
| | - A Diaz
- UCSF , San Francisco, CA , United States
| | - C Haberler
- Medical University of Vienna , Vienna , Austria
| | - T Czech
- Medical University of Vienna , Vienna , Austria
| | - I Slavc
- Medical University of Vienna , Vienna , Austria
| | - J Cotter
- University of Southern California , Los Angeles, CA , United States
| | - K Ligon
- Dana-Farber Cancer Institute , Boston, MA , United States
| | - S Alexandrescu
- Dana-Farber Cancer Institute , Boston, MA , United States
| | - W Yung
- MD Anderson Cancer Center , Houston, TX , United States
| | | | - M Suva
- MGH , Boston, MA , United States
| | | | - J Gojo
- Medical University of Vienna , Vienna , Austria
| | - M Monje
- Stanford University , Stanford, CA , United States
| | - M Nilsson
- Stockholm University , Stockholm , Sweden
| | - M Filbin
- Dana-Farber Cancer Institute , Boston, MA , United States
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Siegl F, Vecera M, Roskova I, Smrcka M, Jancalek R, Kazda T, Slaby O, Sana J. The Significance of MicroRNAs in the Molecular Pathology of Brain Metastases. Cancers (Basel) 2022; 14:cancers14143386. [PMID: 35884446 PMCID: PMC9322877 DOI: 10.3390/cancers14143386] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 05/26/2022] [Revised: 07/07/2022] [Accepted: 07/10/2022] [Indexed: 12/07/2022] Open
Abstract
Brain metastases are the most frequent intracranial tumors in adults and the cause of death in almost one-fourth of cases. The incidence of brain metastases is steadily increasing. The main reason for this increase could be the introduction of new and more efficient therapeutic strategies that lead to longer survival but, at the same time, cause a higher risk of brain parenchyma infiltration. In addition, the advances in imaging methodology, which provide earlier identification of brain metastases, may also be a reason for the higher recorded number of patients with these tumors. Metastasis is a complex biological process that is still largely unexplored, influenced by many factors and involving many molecules. A deeper understanding of the process will allow the discovery of more effective diagnostic and therapeutic approaches that could improve the quality and length of patient survival. Recent studies have shown that microRNAs (miRNAs) are essential molecules that are involved in specific steps of the metastatic cascade. MiRNAs are endogenously expressed small non-coding RNAs that act as post-transcriptional regulators of gene expression and thus regulate most cellular processes. The dysregulation of these molecules has been implicated in many cancers, including brain metastases. Therefore, miRNAs represent promising diagnostic molecules and therapeutic targets in brain metastases. This review summarizes the current knowledge on the importance of miRNAs in brain metastasis, focusing on their involvement in the metastatic cascade and their potential clinical implications.
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Affiliation(s)
- Frantisek Siegl
- Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; (F.S.); (M.V.); (O.S.)
| | - Marek Vecera
- Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; (F.S.); (M.V.); (O.S.)
| | - Ivana Roskova
- Department of Neurosurgery, University Hospital Brno and Faculty of Medicine of Masaryk University, 625 00 Brno, Czech Republic; (I.R.); (M.S.)
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno and Faculty of Medicine of Masaryk University, 625 00 Brno, Czech Republic; (I.R.); (M.S.)
| | - Radim Jancalek
- Department of Neurosurgery, St. Annes University Hospital Brno and Faculty of Medicine of Masaryk University, 656 91 Brno, Czech Republic;
| | - Tomas Kazda
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute and Faculty of Medicine of Masaryk University, 656 53 Brno, Czech Republic;
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; (F.S.); (M.V.); (O.S.)
- Department of Biology, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
| | - Jiri Sana
- Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; (F.S.); (M.V.); (O.S.)
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute and Faculty of Medicine of Masaryk University, 656 53 Brno, Czech Republic
- Department of Pathology, University Hospital Brno, 625 00 Brno, Czech Republic
- Correspondence: ; Tel.: +420-549-495-246
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Pokorna P, Palova H, Ivkovic TC, Adamcova S, Kyr M, Bystry V, Jugas R, Trachtova K, Tukmachi DA, Merta T, Juracek J, Sana J, Mejstrikova S, Jezova M, Mudry P, Pavelka Z, Sterba J, Slaby O. Abstract 76: Comprehensive genomic profiling as an approach to guide therapeutic planning in pediatric patients with high-risk solid tumors. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-76] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite the great achievements in treating pediatric cancer patients in the last several decades, approximately one fifth of patients remains uncurable using standard therapeutic modalities and require search for innovative therapeutic approaches. Advances in sequencing techniques and bioinformatic data processing enabled identification of wide spectrum of molecular alterations including single nucleotide variants, copy number aberrations, fusion genes or changes in expression and methylation patterns, which could serve as therapeutic targets. Translation of comprehensive molecular profiling into clinical practice is still limited, however, multiple precision oncology initiatives have already explored feasibility of this approach.
From September 2016 to December 2020, a total of 160 patients with high-risk solid tumors that were treated or consulted at Department of Pediatric Oncology of University Hospital Brno were subjected to molecular analysis of tumor tissue using whole-exome sequencing, targeted RNA sequencing, whole-transcriptome profiling and array-CGH. In 18 patients, 2 or more biopsies were analyzed due to relapse or progression of the disease. In the cohort, CNS tumors were the most prevalent (41%), followed by sarcomas (33%) and neuroblastoma (9%). All patients were presented at multidisciplinary molecular tumor board, where treatment recommendations were discussed.
In 37% of patients (n = 59), therapeutic targets were identified. Most commonly identified targets included BRAF (n = 9), FGFR1 (n = 7), NF1 (n = 6), NRAS (n = 5) and PIK3CA (n = 4), making RAS/MAPK signaling most frequently altered pathway in the subgroup. Single nucleotide variants or small indels accounted for 65% of actionable findings, followed by fusion genes (12%), copy number aberrations (9%), CD274 expression (7%, confirmed by IHC staining for PD-L1 protein), and high tumor mutational burden (7%). Clinically relevant fusions were found in 25% of patients and 20% of identified fusions were targetable. 8 patients were eligible for immunotherapy based on either PD-L1 expression, or high tumor mutational burden (>10 mut/Mb).
Using molecular-based approach in treating high-risk patients represents a promising strategy and helps to understand the complexity of pediatric malignancies though examining tumor biology at multiple levels. Implementing the concept of precision oncology into clinical practice could not only be beneficial in the context of chances for improved survival of high-risk patients, but might also be convenient for other patients, whose successful treatment comes at cost of various secondary complications due to intensive chemotherapy/radiotherapy approaches.
Supported by Ministry of Health of the Czech Republic, grant nr. NV19-03-00562, NV19-03-00501, NV19-03-00559 and NU20-03-00240. All rights reserved.
Citation Format: Petra Pokorna, Hana Palova, Tina Catela Ivkovic, Sona Adamcova, Michal Kyr, Vojtech Bystry, Robin Jugas, Karolina Trachtova, Dagmar Al Tukmachi, Tomas Merta, Jaroslav Juracek, Jiri Sana, Sona Mejstrikova, Marta Jezova, Peter Mudry, Zdenek Pavelka, Jaroslav Sterba, Ondrej Slaby. Comprehensive genomic profiling as an approach to guide therapeutic planning in pediatric patients with high-risk solid tumors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 76.
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Affiliation(s)
- Petra Pokorna
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Hana Palova
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Tina Catela Ivkovic
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Sona Adamcova
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Michal Kyr
- 2University Hospital Brno, Brno, Czech Republic
| | - Vojtech Bystry
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Robin Jugas
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Karolina Trachtova
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Dagmar Al Tukmachi
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Tomas Merta
- 2University Hospital Brno, Brno, Czech Republic
| | - Jaroslav Juracek
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | - Jiri Sana
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
| | | | | | - Peter Mudry
- 2University Hospital Brno, Brno, Czech Republic
| | | | | | - Ondrej Slaby
- 1Central European Institute of Technology Masaryk University, Brno, Czech Republic
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Sana J, Siegl F, Vecera M, Fadrus P, Juracek J, Pokorna P, Trachtova K, Kazda T, Slaby O. Abstract 908: Small RNA-seq analysis of PIWI-interacting RNAs in glioblastoma stem cells: Identification of new therapeutic targets in glioblastoma patients. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Glioblastoma (GBM) is the most common malignancy affecting the CNS. Despite radical therapy, recurrence of GBM is a frequent and relatively early event in the course of the disease. One of the putative mechanisms of early recurrence of GBM is the existence of glioblastoma stem cells (GSCs) that can resist therapy and subsequently establish new GBM foci. PIWI-interacting RNAs (piRNAs), responsible for maintaining genome stability, may play a key role not only in the biology of germ and stem cells but also GSCs since their dysregulated expression has been described in several cancers, including GBM. Thus, the identification of specific piRNAs in GSCs could allow the distinction of these cells from other GBM cells and their eventual targeting. Some piRNAs could also be promising biomarkers useful for prognosis and prediction of disease progression.
Material and Methods: Native GBM tissues dissociated using the Papain Dissociation System were used for culturing of paired cell primary cultures. Cells were divided into two aliquots with different culture conditions. GSCs were cultured in DMEM/F12 medium supplemented with bFGF and EGF growth factors. DMEM medium containing 10% fetal bovine serum (FBS) was used to culture non-stem GBM cells. Subsequently, the presence of neural stem cell markers CD133 and SOX2, the ability of GSCs to establish tumors in immunodeficient mice, and the ability to differentiate into more mature cell types were analyzed. RNA isolated from the paired primary cultures was used for small-RNA sequencing (RNA-seq). QIAseq miRNA Library Kit was used for the preparation of cDNA libraries. Sequencing analysis was performed using the NextSeq 500/550 High Output v2 Kit (75 cycles) and the NextSeq 500 sequencer.
Results: Twelve paired primary cultures were prepared to global piRNA expression profiling. Small RNA-seq bioinformatics analysis identified between 3.45 and 5.51% of unique mapped piRNA reads in all samples; GSCs expressing higher levels of piRNA molecules in comparison with paired GBM cells. Subsequently, we identified a set of significantly differentially expressed piRNAs in GSCs. Expression of selected piRNAs was then artificially regulated in primary GSCs in vitro, and the effect of these molecules on neurosphere formation, viability, and cell genome stability was analyzed. Finally, we also observed an association of piR-23231 with overall survival of GBM patients. All results will be presented at the AACR Annual Meeting 2022.
Conclusion: Based on the results so far, piRNAs seem to play an important role in GSCs as well as GBM biology and their targeting may be a promising tool for therapy of GBM patients. The study was supported by the programme project of the Ministry of Health of the Czech Republic with reg. no. NV19-03-00501 and NV19-03-00559.
Citation Format: Jiri Sana, Frantisek Siegl, Marek Vecera, Pavel Fadrus, Jaroslav Juracek, Petra Pokorna, Karolina Trachtova, Tomas Kazda, Ondrej Slaby. Small RNA-seq analysis of PIWI-interacting RNAs in glioblastoma stem cells: Identification of new therapeutic targets in glioblastoma patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 908.
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Affiliation(s)
- Jiri Sana
- 1Masaryk University, Brno, Czech Republic
| | | | | | | | | | | | | | - Tomas Kazda
- 3Masaryk Memorial Cancer Institute, Brno, Czech Republic
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Ivkovic TC, Mądrzyk M, Trachtova K, Faltejskova-Vychytilova P, Machackova T, Pokorna P, Juracek J, Sana J, Slaby O. Abstract 2802: Molecular and functional characterization of colorectal cancer derived-exosomes and exosomal coding and long non-coding RNA. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Colorectal cancer (CRC) accounts for 9.7% of all cancers which makes it one of the three most commonly diagnosed cancer types worldwide. Prognosis of the patients with CRC depends mainly on the extent of the disease at the time of diagnosis. Therefore, the early detection of CRC and precancerous lesions is one of the main requirements of successful treatment. In recent years exosomes emerged as potential reservoirs of clinically useful biomarkers. Exosomes are 30-150 nm sized membranous vesicles that are endogenously produced by almost all cell types. They participate in intercellular communication by delivering proteins, microRNAs (miRNAs), mRNAs or long non-coding RNAs (lncRNAs) to recipient cells. In the context of cancer, intercellular communication allows cancer cells to create a favorable microenvironment for their growth. It has been shown that cancer-derived exosomes promote pathways contributing to hallmarks of cancer.To investigate diagnostic potential of exosomal RNA in CRC, blood serum samples were collected from patients with CRC and age- and sex-matched controls. Exosome isolation protocol was optimized, and the presence of vesicles in the exosome size range was confirmed using both dynamic light scattering (DLS) analysis as well as electron microscopy (TEM). Downstream analysis of serum exosomal RNA using next-generation sequencing (Illumina NextSeq 550) from exploratory cohort of CRC samples (N=50) and healthy controls (N=20) revealed both coding and non-coding RNAs to be differentially expressed (FC>1.5, p-value < 0.01). Among these were genes already reported to be dysregulated in CRC such as GAS5, but also lncRNAs previously unreported in CRC exosomes (AC103760.1, LINC02709 or PGBP) were identified.
Gene set enrichment analysis (GSEA) was used to link RNAs identified within exosomes to their molecular functions. Using the Hallmark gene sets (MsigDB) as a reference, we discovered high enrichment of genes related to MYC targets, E2F targets and G2M checkpoint in healthy controls compared to CRC samples. All three hallmarks comprise genes crucial for cell proliferation. The first results indicated that the exosomal RNAs could be promising candidates as new diagnostic biomarkers in CRC, although further in vitro and in vivo exploration of identified differentially expressed lncRNAs is necessary. This work was supported by Ministry of Health of the Czech Republic grant nr. NU20-03-00127, NV19-03-00501 and NV19-03-00559. All rights reserved.
Citation Format: Tina Catela Ivkovic, Marie Mądrzyk, Karolina Trachtova, Petra Faltejskova-Vychytilova, Tana Machackova, Petra Pokorna, Jaroslav Juracek, Jiri Sana, Ondrej Slaby. Molecular and functional characterization of colorectal cancer derived-exosomes and exosomal coding and long non-coding RNA [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2802.
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Affiliation(s)
- Tina Catela Ivkovic
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
| | - Marie Mądrzyk
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
| | - Karolina Trachtova
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
| | | | - Tana Machackova
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
| | - Petra Pokorna
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
| | - Jaroslav Juracek
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
| | - Jiri Sana
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
| | - Ondrej Slaby
- 1Central European Institute of Technology, Masaryk University, Brno - Bohunice, Czech Republic
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Pokorna P, Lakka Klement G, Vasikova A, Kanderova V, Jezova M, Noskova K, Mudry P, Kyr M, Merta T, Bajciova V, Krenova Z, Palova H, Valik D, Zdrazilova Dubska L, Slaby O, Sterba J. Minimal Residual Disease-Guided Intermittent Dosing in Patients With Cancer: Successful Treatment of Chemoresistant Anaplastic Large Cell Lymphoma Using Intermittent Lorlatinib Dosing. JCO Precis Oncol 2022; 6:e2100525. [PMID: 35700412 PMCID: PMC9384955 DOI: 10.1200/po.21.00525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Petra Pokorna
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Giannoula Lakka Klement
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic.,CSTS Health Care, Toronto, ON, Canada
| | - Alzbeta Vasikova
- Department of Internal Medicine-Hematology and Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Veronika Kanderova
- CLIP, Department of Pediatric Hematology/Oncology, 2nd Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czech Republic
| | - Marta Jezova
- Department of Pathology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Kristyna Noskova
- Department of Pharmacology, Faculty of Medicine, Masaryk University, Brno, Czech Republic.,Clinical Pharmacy Section of Hospital Pharmacy, University Hospital Brno, Brno, Czech Republic
| | - Peter Mudry
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Michal Kyr
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Tomas Merta
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Viera Bajciova
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Zdenka Krenova
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Hana Palova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Dalibor Valik
- Department of Laboratory Methods, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Lenka Zdrazilova Dubska
- Department of Clinical Microbiology and Immunology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jaroslav Sterba
- Department of Pediatric Oncology, University Hospital Brno, and Faculty of Medicine, Masaryk University, Brno, Czech Republic.,International Clinical Research Center, St Anne's University Hospital, Brno, Czech Republic
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Sustr F, Machackova T, Pesl M, Trachtova K, Svacinova J, Starek Z, Spinarova L, Kianicka B, Slaby O, Novak J. microRNAs as the predictors for atrial fibrillation recurrence after catheter ablation: next-generation sequencing study. Europace 2022. [DOI: 10.1093/europace/euac053.272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: Public hospital(s). Main funding source(s): This study was supported by Specific research of the Masaryk University (MUNI/A/1156/2021) and Institutional support project of St. Anne’s University hospital in Brno.
Background
Atrial fibrillation (AF) represents the most common arrhythmia. Catheter ablation (CA) of AF is indicated in patients with recurrent and symptomatic AF episodes fulfilling the criteria stated in the current guidelines. Despite the strict inclusion/exclusion criteria, AF recurrence after CA remains notably high. Thus, identifying a novel marker to more precisely select individuals that will profit from CA would be beneficial. microRNAs, i.e., small non-coding RNAs of the length of approx. 22 nucleotides are known to play crucial roles in the pathophysiology of AF and therefore represent promising biomarkers in the field.
Purpose
Aim of the study was to identify potential plasmatic microRNAs as novel biomarkers for predicting AF recurrence after CA.
Methods
Prospective monocentric and biomarker-screening study. Altogether 49 consecutive AF patients indicated for CA were enrolled. Before the CA, blood sampling was performed, and plasma was isolated. All patients then underwent CA and were followed up for 6 months. Within the close-up visit at the 6th month, 24-hour ECG Holter monitoring was performed to evaluate participants’ rhythm. For the next-generation sequencing (NGS), 5 patients with recurrent AF and 5 age- and BMI-matching patients without recurrent AF were randomly selected from the baseline cohort. NGS was performed using Illumina Instrument, and obtained data were then evaluated using edgeR and DESeq2 algorithms to identify all miRNAs present in the study samples. Filtering was performed to exclude microRNAs with low expression (i.e., base mean value at least 20 and more and expression detectable in all study samples). Comparison of the two groups (with and without AF recurrence) was performed using standard statistical tests with correction for multiple comparisons: differences with log2 fold change above 0,5 or below -0,5 with p < 0,05 were considered biologically and statistically significant.
Results
In total, 2069 various microRNAs were identified. Altogether 59 microRNAs statistically significantly differed between the groups. The most altered microRNAs were as follows: miR-29c-5p, miR-183-5p, miR-190b, miR-206, miR-326, miR-505-5p, miR-548b, miR-574-3p, miR-1294 and miR-1296-5p.
Conclusion
Using NGS, we have identified 59 potential microRNAs whose plasmatic levels are altered between individuals with and without early AF recurrence. If the results are confirmed on the larger patients’ cohort, these microRNAs will represent supportive biomarkers to identify AF patients benefiting from CA.
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Affiliation(s)
- F Sustr
- St. Anne’s University Hospital, Second Department of Internal Medicine, Brno, Czechia
| | - T Machackova
- Masaryk University, Central European Institute of Technology, Brno, Czechia
| | - M Pesl
- St. Anne’s University Hospital, Department of Cardiovascular Diseases, Brno, Czechia
| | - K Trachtova
- Masaryk University, Central European Institute of Technology, Brno, Czechia
| | - J Svacinova
- Masaryk University, Department of Physiology, Brno, Czechia
| | - Z Starek
- St. Anne’s University Hospital, Department of Cardiovascular Diseases, Brno, Czechia
| | - L Spinarova
- St. Anne’s University Hospital, Department of Cardiovascular Diseases, Brno, Czechia
| | - B Kianicka
- St. Anne’s University Hospital, Second Department of Internal Medicine, Brno, Czechia
| | - O Slaby
- Masaryk University, Central European Institute of Technology, Brno, Czechia
| | - J Novak
- St. Anne’s University Hospital, Second Department of Internal Medicine, Brno, Czechia
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Bohosova J, Kasik M, Kubickova A, Trachtova K, Stanik M, Poprach A, Slaby O. LncRNA PVT1 is increased in renal cell carcinoma and affects viability and migration in vitro. J Clin Lab Anal 2022; 36:e24442. [PMID: 35441392 PMCID: PMC9169165 DOI: 10.1002/jcla.24442] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/16/2022] [Accepted: 03/24/2022] [Indexed: 11/23/2022] Open
Abstract
Background Renal cell carcinoma is difficult to diagnose and unpredictable in disease course and severity. There are no specific biomarkers for diagnosis and prognosis estimation feasible in clinical practice. Long non‐coding RNAs (lncRNAs) have emerged as potent regulators of gene expression in recent years. Aside from their cellular role, their expression patterns could be used as a biomarker of ongoing pathology. Methods In this work, we used next‐generation sequencing for global lncRNA expression profiling in tumor and non‐tumor tissue of RCC patients. The four candidate lncRNAs have been further validated on an independent cohort. PVT1, as the most promising lncRNA, has also been studied using functional in vitro tests. Results Next‐generation sequencing showed significant dysregulation of 1163 lncRNAs; among them top 20 dysregulated lncRNAs were AC061975.7, AC124017.1, AP000696.1, AC148477.4, LINC02437, GATA3‐AS, LINC01762, LINC01230, LINC01271, LINC01187, LINC00472, AC007849.1, LINC00982, LINC01543, AL031710.1, and AC019197.1 as down‐regulated lncRNAs; and SLC16A1‐AS1, PVT1, LINC0887, and LUCAT1 as up‐regulated lncRNAs. We observed statistically significant dysregulation of PVT1, LUCAT1, and LINC00982. Moreover, we studied the effect of artificial PVT1 decrease in renal cell line 786–0 and observed an effect on cell viability and migration. Conclusion Our results show not only the diagnostic but also the therapeutic potential of PVT1 in renal cell carcinoma.
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Affiliation(s)
- Julia Bohosova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Marek Kasik
- Department of Urology, The University Hospital Brno, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Adela Kubickova
- Department of Pharmacology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Karolina Trachtova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Michal Stanik
- Department of Urologic Oncology, Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk Memorial Cancer Institute, Masaryk University, Brno, Czech Republic
| | - Alexandr Poprach
- Department of Urologic Oncology, Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk Memorial Cancer Institute, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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Hrbac T, Kopkova A, Siegl F, Vecera M, Ruckova M, Kazda T, Jancalek R, Hendrych M, Hermanova M, Vybihal V, Fadrus P, Smrcka M, Sokol F, Kubes V, Lipina R, Slaby O, Kren L, Sana J. HLA-E and HLA-F Are Overexpressed in Glioblastoma and HLA-E Increased After Exposure to Ionizing Radiation. Cancer Genomics Proteomics 2022; 19:151-162. [PMID: 35181585 PMCID: PMC8865046 DOI: 10.21873/cgp.20311] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 12/08/2021] [Accepted: 01/21/2022] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND/AIM Glioblastoma (GBM) is one of the deadliest human cancers responding very poorly to therapy. Although the central nervous system has been traditionally considered an immunologically privileged site with an enhanced immune response, GBM appears to benefit from this immunosuppressive milieu. Immunomodulatory molecules play an important role in immune tumor-host interactions. Non-classical human leukocyte antigens (HLA) class Ib molecules HLA-E, HLA-F, and HLA-G have been previously described to be involved in protecting semi-allogeneic fetal allografts from the maternal immune response and in transplant tolerance as well as tumoral immune escape. Unfortunately, their role in GBM remains poorly understood. Our study, therefore, aimed to characterize the relationship between the expression of these molecules in GBM on the transcriptional level and clinicopathological and molecular features of GBM as well as the effect of ionizing radiation. MATERIALS AND METHODS We performed the analysis of HLA-E, HLA-F, and HLA-G mRNA expression in 69 GBM tissue samples and 21 non-tumor brain tissue samples (controls) by reverse transcription polymerase chain reaction. Furthermore, two primary GBM cell cultures had been irradiated to identify the effect of ionizing radiation on the expression of non-classical HLA molecules. RESULTS Analyses revealed that both HLA-E and HLA-F are significantly up-regulated in GBM samples. Subsequent survival analysis showed a significant association between low expression of HLA-E and shorter survival of GBM patients. The dysregulated expression of both molecules was also observed between patients with methylated and unmethylated O-6-methylguanine-DNA methyltransferase (MGMT) promoter. Finally, we showed that ionizing radiation increased HLA-E expression level in GBM cells in vitro. CONCLUSION HLA-E and HLA-F play an important role in GBM biology and could be used as diagnostic biomarkers, and in the case of HLA-E also as a prognostic biomarker.
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Affiliation(s)
- Tomas Hrbac
- Department of Neurosurgery, University Hospital Ostrava, Ostrava, Czech Republic
| | - Alena Kopkova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Frantisek Siegl
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Marek Vecera
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Michaela Ruckova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Tomas Kazda
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute and Faculty of Medicine of Masaryk University, Brno, Czech Republic
| | - Radim Jancalek
- Department of Neurosurgery, St. Anne's University Hospital and Faculty of Medicine of Masaryk University, Brno, Czech Republic
| | - Michal Hendrych
- First Department of Pathology, St. Anne's University Hospital and Faculty of Medicine of Masaryk University, Brno, Czech Republic
| | - Marketa Hermanova
- First Department of Pathology, St. Anne's University Hospital and Faculty of Medicine of Masaryk University, Brno, Czech Republic
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Pavel Fadrus
- Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Filip Sokol
- Department of Pathology, University Hospital Brno, Brno, Czech Republic
| | - Vaclav Kubes
- Department of Pathology, University Hospital Brno, Brno, Czech Republic
| | - Radim Lipina
- Department of Neurosurgery, University Hospital Ostrava, Ostrava, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Biology, Faculty of Medicine of Masaryk University, Brno, Czech Republic
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Leos Kren
- Department of Pathology, University Hospital Brno, Brno, Czech Republic;
| | - Jiri Sana
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic;
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czech Republic
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Abstract
Sepsis is a major cause of lethality in neonatal intensive care units. Despite significant advances in neonatal care and growing scientific knowledge about the disease, 4 of every 10 infants born in developed countries and suffering from sepsis die or experience considerable disability, including substantial and permanent neurodevelopmental impairment. Pharmacological treatment strategies for neonatal sepsis remain limited and mainly based upon early initiation of antibiotics and supportive treatment. In this context, numerous clinical and serum-based markers have been evaluated for diagnosing sepsis and evaluating its severity and etiology. MicroRNAs (miRNAs) do not encode for proteins but regulate gene expression by inhibiting the translation or transcription of their target mRNAs. Recently, it was demonstrated in adult patients that miRNAs are released into the circulation and that the spectrum of circulating miRNAs is altered during various pathologic conditions, such as inflammation, infection, and sepsis. Here, we summarize current findings on the role of circulating miRNAs in the diagnosis and staging of neonatal sepsis. The conclusions point to substantial diagnostic potential, and several miRNAs have been validated independently by different teams, namely miR-16a, miR-16, miR-96-5p, miR-141, miR-181a, and miR-1184.
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Affiliation(s)
- Martin Jouza
- Department of Pediatrics, University Hospital Brno, Brno, Czechia.,Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Julia Bohosova
- Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Andrea Stanikova
- Faculty of Medicine, Masaryk University, Brno, Czechia.,Department of Neonatology, University Hospital Brno, Brno, Czechia
| | - Jakub Pecl
- Department of Pediatrics, University Hospital Brno, Brno, Czechia.,Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czechia.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Petr Jabandziev
- Department of Pediatrics, University Hospital Brno, Brno, Czechia.,Faculty of Medicine, Masaryk University, Brno, Czechia.,Central European Institute of Technology, Masaryk University, Brno, Czechia
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Jancalek R, Siegl F, Sana J, Vecera M, Trachtova K, Hendrych M, Vybihal V, Smrcka M, Hermanova M, Kazda T, Slaby O. PATH-01. SMALL RNASEQ ANALYSIS OF MICRORNAS IN BRAIN METASTASIS. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
MicroRNAs (miRNAs) are a well-known subclass of short non-coding RNAs responsible for posttranscriptional gene silencing and have been described as dysregulated in many cancers. They have also been shown to be both specific diagnostic, prognostic, and predictive biomarkers as well as therapeutic targets. Therefore, specific miRNA expression patterns of BMs of various origins could serve as a promising diagnostic tool for determining both the original tumor and the prognosis in patients with BMs of unknown origin. For identifying significantly dysregulated miRNAs among BMs (n=90) with various origin and non-tumor brain tissues (n=12), small RNAseq analyses were used. cDNA libraries were prepared using QIAseq miRNA Library Kit and purified by Qiaseq beads. The final sequencing analyses were performed by Next 500/550 High Output v2 Kit-75 cycles using the NextSeq 500 instrument. For miRNA mapping and analysis, Miraligner and MirBase were used. Bioinformatic analysis of obtained sequencing data identified 472 significantly dysregulated miRNAs (logFc >2, adj.p-value< 0.05) between BM and non-tumor samples. The comparison of BMs origin from lung BMs (n = 26) with other BMs revealed 132 significantly dysregulated miRNAs, mainly miR-4662a-5p, miR-1179, miR-211-5p, miR-146a-5p, and miR-194-5p. The most significantly dysregulated miRNAs in breast BMs were miR-4728-3p, miR-211-5p, miR-184, miR-365b-5p, and miR-2115-3p. In BMs originating from melanoma, miR-200c-3p, miR-141-5p, miR-200b-5p, miR-514a-3p, and miR-200b-3p showed the most aberrant expression. We have demonstrated that miRNA profiling could be a potent tool for the partition of brain metastases based on their origin. We found that miRNA signatures corresponding to particular origins are rather distinct from the profiles of the rest of BMs. Our results suggest that after validation, miRNA profiling can be used to identify the origin of brain metastases and potentially for the refinement of the diagnosis. Supported by the Ministry of Health of the Czech Republic, grant nr. NV18-03-00398.
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Affiliation(s)
- Radim Jancalek
- Department of Neurosurgery, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Frantisek Siegl
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Jiri Sana
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Marek Vecera
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Karolina Trachtova
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Michal Hendrych
- Department of Pathology, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Marketa Hermanova
- Department of Pathology, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Tomas Kazda
- Clinic of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
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Bohosova J, Vajcner J, Jabandziev P, Oslejskova H, Slaby O, Aulicka S. MicroRNAs in the development of resistance to antiseizure drugs and their potential as biomarkers in pharmacoresistant epilepsy. Epilepsia 2021; 62:2573-2588. [PMID: 34486106 DOI: 10.1111/epi.17063] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [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: 03/11/2021] [Revised: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 01/02/2023]
Abstract
Although many new antiseizure drugs have been developed in the past decade, approximately 30%-40% of patients remain pharmacoresistant. There are no clinical tools or guidelines for predicting therapeutic response in individual patients, leaving them no choice other than to try all antiseizure drugs available as they suffer debilitating seizures with no relief. The discovery of predictive biomarkers and early identification of pharmacoresistant patients is of the highest priority in this group. MicroRNAs (miRNAs), a class of short noncoding RNAs negatively regulating gene expression, have emerged in recent years in epilepsy, following a broader trend of their exploitation as biomarkers of various complex human diseases. We performed a systematic search of the PubMed database for original research articles focused on miRNA expression level profiling in patients with drug-resistant epilepsy or drug-resistant precilinical models and cell cultures. In this review, we summarize 17 publications concerning miRNAs as potential new biomarkers of resistance to antiseizure drugs and their potential role in the development of drug resistance or epilepsy. Although numerous knowledge gaps need to be filled and reviewed, and articles share some study design pitfalls, several miRNAs dysregulated in brain tissue and blood serum were identified independently by more than one paper. These results suggest a unique opportunity for disease monitoring and personalized therapeutic management in the future.
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Affiliation(s)
- Julia Bohosova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Jiri Vajcner
- Department of Pediatric Neurology, Brno Epilepsy Center, University Hospital, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petr Jabandziev
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Department of Pediatrics, University Hospital, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Hana Oslejskova
- Department of Pediatric Neurology, Brno Epilepsy Center, University Hospital, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Stefania Aulicka
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Department of Pediatric Neurology, Brno Epilepsy Center, University Hospital, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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Bartos M, Siegl F, Kopkova A, Radova L, Oppelt J, Vecera M, Kazda T, Jancalek R, Hendrych M, Hermanova M, Kasparova P, Pleskacova Z, Vybihal V, Fadrus P, Smrcka M, Lakomy R, Lipina R, Cesak T, Slaby O, Sana J. Small RNA Sequencing Identifies PIWI-Interacting RNAs Deregulated in Glioblastoma-piR-9491 and piR-12488 Reduce Tumor Cell Colonies In Vitro. Front Oncol 2021; 11:707017. [PMID: 34485142 PMCID: PMC8415021 DOI: 10.3389/fonc.2021.707017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 05/08/2021] [Accepted: 07/20/2021] [Indexed: 11/24/2022] Open
Abstract
Glioblastoma (GBM) is the most frequently occurring primary malignant brain tumor of astrocytic origin. To change poor prognosis, it is necessary to deeply understand the molecular mechanisms of gliomagenesis and identify new potential biomarkers and therapeutic targets. PIWI-interacting RNAs (piRNAs) help in maintaining genome stability, and their deregulation has already been observed in many tumors. Recent studies suggest that these molecules could also play an important role in the glioma biology. To determine GBM-associated piRNAs, we performed small RNA sequencing analysis in the discovery set of 19 GBM and 11 non-tumor brain samples followed by TaqMan qRT-PCR analyses in the independent set of 77 GBM and 23 non-tumor patients. Obtained data were subsequently bioinformatically analyzed. Small RNA sequencing revealed 58 significantly deregulated piRNA molecules in GBM samples in comparison with non-tumor brain tissues. Deregulation of piR-1849, piR-9491, piR-12487, and piR-12488 was successfully confirmed in the independent groups of patients and controls (all p < 0.0001), and piR-9491 and piR-12488 reduced GBM cells’ ability to form colonies in vitro. In addition, piR-23231 was significantly associated with the overall survival of the GBM patients treated with Stupp regimen (p = 0.007). Our results suggest that piRNAs could be a novel promising diagnostic and prognostic biomarker in GBM potentially playing important roles in gliomagenesis.
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Affiliation(s)
- Michael Bartos
- Department of Neurosurgery, University Hospital Hradec Kralove, Hradec Kralove, Czechia
| | - Frantisek Siegl
- Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Alena Kopkova
- Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Lenka Radova
- Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Jan Oppelt
- Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Marek Vecera
- Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Tomas Kazda
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute and Medical Faculty, Masaryk University, Brno, Czechia
| | - Radim Jancalek
- Department of Neurosurgery, St. Anne's University Hospital and Medical Faculty, Masaryk University, Brno, Czechia
| | - Michal Hendrych
- 1st Department of Pathology, St. Anne's University Hospital and Medical Faculty, Masaryk University, Brno, Czechia
| | - Marketa Hermanova
- 1st Department of Pathology, St. Anne's University Hospital and Medical Faculty, Masaryk University, Brno, Czechia
| | - Petra Kasparova
- The Fingerland Department of Pathology, University Hospital Hradec Kralove, Hradec Kralove, Czechia
| | - Zuzana Pleskacova
- Department of Oncology and Radiotherapy, University Hospital Hradec Kralove, Hradec Kralove, Czechia
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno, Brno, Czechia
| | - Pavel Fadrus
- Department of Neurosurgery, University Hospital Brno, Brno, Czechia
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno, Brno, Czechia
| | - Radek Lakomy
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czechia
| | - Radim Lipina
- Department of Neurosurgery, University Hospital Ostrava, Ostrava, Czechia
| | - Tomas Cesak
- Department of Neurosurgery, University Hospital Hradec Kralove, Hradec Kralove, Czechia
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czechia.,Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czechia.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Jiri Sana
- Central European Institute of Technology, Masaryk University, Brno, Czechia.,Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czechia.,Department of Pathology, University Hospital Brno, Brno, Czechia
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Jancalek R, Siegl F, Sana J, Sidorova S, Vecera M, Trachtova K, Hendrych M, Vybihal V, Smrcka M, Hermanova M, Kazda T, Slaby O. BSCI-01. Small RNAseq analysis of microRNAs in brain metastasis. Neurooncol Adv 2021. [PMCID: PMC8351307 DOI: 10.1093/noajnl/vdab071.000] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
MicroRNAs (miRNAs) are a well-known subclass of short non-coding RNAs responsible for posttranscriptional gene silencing and have been described as dysregulated in many cancers. They have also been shown to be both specific diagnostic, prognostic, and predictive biomarkers as well as therapeutic targets. Therefore, specific miRNA expression patterns of BMs of various origins could serve as a promising diagnostic tool for determining both the original tumor and the prognosis in patients with BMs of unknown origin. For identifying significantly dysregulated miRNAs among BMs (n = 90) with various origin and non-tumor brain tissues (n = 12), small RNAseq analyses were used. cDNA libraries were prepared using QIAseq miRNA Library Kit and purified by Qiaseq beads. The final sequencing analyses were performed by Next 500/550 High Output v2 Kit-75 cycles using the NextSeq 500 instrument. For miRNA mapping and analysis, Miraligner and MirBase were used. Bioinformatic analysis of obtained sequencing data identified 472 significantly dysregulated miRNAs (logFc>2, adj.p-value<0.05) between BM and non-tumor samples. The comparison of BMs origin from lung BMs (n = 26) with other BMs revealed 132 significantly dysregulated miRNAs, mainly miR-4662a-5p, miR-1179, miR-211-5p, miR-146a-5p, and miR-194-5p. The most significantly dysregulated miRNAs in breast BMs were miR-4728-3p, miR-211-5p, miR-184, miR-365b-5p, and miR-2115-3p. In BMs originating from melanoma, miR-200c-3p, miR-141-5p, miR-200b-5p, miR-514a-3p, and miR-200b-3p showed the most aberrant expression. We have demonstrated that miRNA profiling could be a potent tool for the partition of brain metastases based on their origin. We found that miRNA signatures corresponding to particular origins are rather distinct from the profiles of the rest of BMs. Our results suggest that after validation, miRNA profiling can be used to identify the origin of brain metastases and potentially for the refinement of the diagnosis. Supported by the Ministry of Health of the Czech Republic, grant nr. NV18-03-00398.
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Affiliation(s)
- Radim Jancalek
- Department of Neurosurgery, St, Anne’s University Hospital Brno, Brno, Czech Republic
| | - Frantisek Siegl
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Jiri Sana
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
- Department of Pathology, University Hospital Brno, Brno, Czech Republic
| | - Simona Sidorova
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Marek Vecera
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Karolina Trachtova
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Michal Hendrych
- Department of Pathology, St. Anne’s University Hospital Brno, Brno, Czech Republic
| | - Vaclav Vybihal
- Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Martin Smrcka
- Department of Neurosurgery, University Hospital Brno, Brno, Czech Republic
| | - Marketa Hermanova
- Department of Pathology, St. Anne’s University Hospital Brno, Brno, Czech Republic
| | - Tomas Kazda
- Clinic of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
- Department of Pathology, University Hospital Brno, Brno, Czech Republic
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Rabajdova M, Šoltys K, Kloc M, Slaby O, Toporcerova S, Klepcova Z, Spakova I, Bujdakova H, Urdzik P, Vdacny P, Marekova M. P–275 Development of a prediction model using machine learning on small noncoding RNA biomarkers for non-invasive selection of high-quality embryos for the in vitro fertilization process. Hum Reprod 2021. [DOI: 10.1093/humrep/deab130.274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Study question
The aim of the study was to identify molecules in the embryo culture medium as important predictive biomarkers of high-quality embryos
Summary answer
The study identified 14 canonical iso-miRNA molecules that prognostically determine the quality of the embryo with a prediction accuracy with 95% sensitivity and 80% specificity.
What is known already
The quality of the embryo for the success of the IVF process is not specifically diagnosed, only morphological features (monitoring in the embryoscope) are considered. Embryo quality selection systems have likely reached their peak. The success rate of the IVF process is only 29%.; it is therefore necessary to look for other biomarkers. The oocyte itself can significantly predict the development of the early embryo,as it is a supplier of RNA and cellular mechanisms. However, collection follicular fluid is technically demanding. The probability of oocyte fertilization does not reach the required percentage therefore other embryological techniques multiply the economic costs.
Study design, size, duration
Women (n = 734) who visited the IVF centre were recruited for the study. Oocytes were collected from 54 of them and used for IVF. After 4/5-day embryo cultivation, the best quality embryo was selected and used for implantation into the uterus. The culture medium has been collected from 60 embryos during 3 years (2018–2020). Written informed consent was obtained from all patients. The study has been approved by the Ethical committee of the Košice governing region
Participants/materials, setting, methods
We used fresh/frozen culture media of embryos selected using an embryoscope. Further, information regarding the success of IVF, pregnancy and IVF failure was collected. Culture media libraries of noncoding small RNAs (miRNAs) were examined using massively parallel sequencing on the Illumina platform. Obtained data was processed with freely available bioinformatic tools and machine learning. For methods with different models, the number of predictive biomarkers and specific prognostic-predictive molecules were selected.
Main results and the role of chance
The main results of the study specifically identify ncRNA molecules that prognostically and predictively select a high-quality embryo suitable for IVF transmission from a low-quality embryo with 95% sensitivity and 80% specificity with an average accuracy of 85% in 4 different models. We also determined the minimum of 14 miRNA as prediction biomarkers. The developed model can predict embryo quality from the culture medium based on ncRNA results from sequence data and set the cut-off value for the expression and significance of individual miRNA molecules with respect to embryo quality. Furthermore, positive and negative correlations of miRNA molecules with different distributions in a high-quality embryo compared to a low-quality embryo were determined. The molecules identified in the embryo culture medium were organized according to their importance, resp. significance based on their significance coefficient. So far, there is no evidence of pending patents regarding the distribution of specific canonical miRNAs and iso-miRNA molecules analysed by massively parallel sequencing in terms of biological competence and embryo quality determination with multifactorial consideration of its variation. This is the first study focused on the success of the IVF process based on embryo quality prediction.
Limitations, reasons for caution
Exploratory data need to be validated in a larger scale study.
Wider implications of the findings: The given miRNA molecules and the software model can be used as a safe,non-invasive diagnostic test for the selection of a highly competent embryo. Canonical and iso-miRNA molecules from the study can be used in other forms of diagnostic assays, such as specific embryo selection probes and, plate hybridization assay.
Trial registration number
non clinical trials
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Affiliation(s)
- M Rabajdova
- Faculty of medicine- University Pavol Josef Safaric, Department of medical and clinical biochemistry, Košice, Slovakia
| | - K Šoltys
- Faculty of Natural Science, 2Department of Microbiology and Virology, Bratislava, Slovakia
| | - M Kloc
- Faculty of medicine- University Pavol Josef Safaric, Department of medical and clinical biochemistry, Košice, Slovakia
| | - O Slaby
- CEITEC- Masaryc University in Brno, Biological Department, Brno, Czech Republic
| | - S Toporcerova
- Faculty of medicine- University Pavol Josef Safaric, Department of Gynaecology and Obstetrics, Košice, Slovakia
| | - Z Klepcova
- Faculty of medicine- University Pavol Josef Safaric, Department of medical and clinical biochemistry, Košice, Slovakia
| | - I Spakova
- Faculty of medicine- University Pavol Josef Safaric, Department of medical and clinical biochemistry, Košice, Slovakia
| | - H Bujdakova
- Faculty of Natural Science, Department of Microbiology and Virology, Bratislava, Slovakia
| | - P Urdzik
- Faculty of medicine- University Pavol Josef Safaric, Department of Gynaecology and Obstetrics, Košice, Slovakia
| | - P Vdacny
- Faculty of Natural Science, Department of Zoology, Bratislava, Slovakia
| | - M Marekova
- Faculty of medicine- University Pavol Josef Safaric, Department of medical and clinical biochemistry, Košice, Slovakia
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Kandimalla R, Wang W, Yu F, Zhou N, Gao F, Spillman M, Moukova L, Slaby O, Salhia B, Zhou S, Wang X, Goel A. OCaMIR-A Noninvasive, Diagnostic Signature for Early-Stage Ovarian Cancer: A Multi-cohort Retrospective and Prospective Study. Clin Cancer Res 2021; 27:4277-4286. [PMID: 34035068 DOI: 10.1158/1078-0432.ccr-21-0267] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 04/08/2021] [Accepted: 05/17/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Due to the lack of effective screening approaches and early detection biomarkers, ovarian cancer has the highest mortality rates among gynecologic cancers. Herein, we undertook a systematic biomarker discovery and validation approach to identify microRNA (miRNA) biomarkers for the early detection of ovarian cancer. EXPERIMENTAL DESIGN During the discovery phase, we performed small RNA sequencing in stage I high-grade serous ovarian cancer (n = 31), which was subsequently validated in multiple, independent data sets (TCGA, n = 543; GSE65819, n = 87). Subsequently, we performed multivariate logistic regression-based training in a serum data set (GSE106817, n = 640), followed by its independent validation in three retrospective data sets (GSE31568, n = 85; GSE113486, n = 140; Czech Republic cohort, n = 192) and one prospective serum cohort (n = 95). In addition, we evaluated the specificity of OCaMIR, by comparing its performance in several other cancers (GSE31568 cohort, n = 369). RESULTS The OCaMIR demonstrated a robust diagnostic accuracy in the stage I high-grade serous ovarian cancer patients in the discovery cohort (AUC = 0.99), which was consistently reproducible in both stage I (AUC = 0.96) and all stage patients (AUC = 0.89) in the TCGA cohort. Logistic regression-based training and validation of OCaMIR achieved AUC values of 0.89 (GSE106817), 0.85 (GSE31568), 0.86 (GSE113486), and 0.82 (Czech Republic cohort) in the retrospective serum validation cohorts, as well as prospective validation cohort (AUC = 0.92). More importantly, OCaMIR demonstrated a significantly superior diagnostic performance compared with CA125 levels, even in stage I patients, and was more cost-effective, highlighting its potential role for screening and early detection of ovarian cancer. CONCLUSIONS Small RNA sequencing identified a robust noninvasive miRNA signature for early-stage serous ovarian cancer detection.
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Affiliation(s)
- Raju Kandimalla
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Wei Wang
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, P.R. China.,Department of Gynecology, Huzhou Maternity & Child Health Care Hospital, Huzhou, P.R. China
| | - Fan Yu
- Department of Laboratory Medicine, West China Second Hospital, Sichuan University, Chengdu, P.R. China
| | - Nianxin Zhou
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE & State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, P.R. China
| | - Feng Gao
- The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, P.R. China
| | - Monique Spillman
- Department of Obstetrics and Gynecology, Baylor University Medical Center, Dallas, Texas
| | - Lucie Moukova
- Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Bodour Salhia
- Department of Translational Genomics, University of Southern California, Los Angeles, California
| | - Shengtao Zhou
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE & State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, P.R. China.
| | - Xin Wang
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, P.R. China. .,Shenzhen Research Institute, City University of Hong Kong, Shenzhen, P.R. China
| | - Ajay Goel
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas. .,Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope, Duarte, California
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Popovici V, Ivkovic T, Hrivnakova M, Nenutil R, Zdražilová-Dubská L, Nemecek M, Slaby O, Bencsiková B, Budinska E. P-239 Consensus molecular subtypes of morphological regions on colorectal tumors. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.05.293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Papez J, Starha J, Slaba K, Hubacek JA, Pecl J, Aulicka S, Urik M, Ceylaner S, Vesela P, Slaby O, Jabandziev P. Novel mutations in TRPM6 gene associated with primary hypomagnesemia with secondary hypocalcemia. Case report. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2021; 165:454-457. [PMID: 34012148 DOI: 10.5507/bp.2021.027] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 04/22/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Primary hypomagnesemia with secondary hypocalcemia (HSH) is a rare genetic disorder. Dysfunctional transient receptor potential melastatin 6 causes impaired intestinal absorption of magnesium, leading to low serum levels accompanied by hypocalcemia. Typical signs at initial manifestation are generalized seizures, tetany, and/or muscle spasms. CASE REPORT We present a 5 w/o female manifesting tonic-clonic seizures. Laboratory tests detected severe hypomagnesemia and hypocalcemia. The molecular genetic analysis revealed two novel mutations within the TRPM6 gene c.3308dupC (p.Pro1104Thrfs*28) (p.P1104Tfs*28) and c.3958C>T (p.Gln1302*) (p.Q1302*) and the patient was successfully treated with Mg supplementation. CONCLUSION Ion disbalance should be taken into account in the differential diagnosis of infantile seizures. Accurate diagnosis of HSH together with appropriate treatment are crucial to prevent irreversible neurological outcomes.
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Affiliation(s)
- Jan Papez
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic.,Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jiri Starha
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic.,Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Katerina Slaba
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic.,Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jaroslav A Hubacek
- Experimental Medicine Centre, Institute for Clinical and Experimental Medicine, Prague, Czech Republic.,3
| | - Jakub Pecl
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic.,Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Stefania Aulicka
- Faculty of Medicine, Masaryk University, Brno, Czech Republic.,Department of Pediatric Neurology, University Hospital Brno, Brno, Czech Republic
| | - Milan Urik
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | | | - Petra Vesela
- Central European Institute of Technology, Brno, Czech Republic
| | - Ondrej Slaby
- Faculty of Medicine, Masaryk University, Brno, Czech Republic.,Central European Institute of Technology, Brno, Czech Republic.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petr Jabandziev
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic.,Faculty of Medicine, Masaryk University, Brno, Czech Republic.,Central European Institute of Technology, Brno, Czech Republic
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Machackova T, Vychytilova-Faltejskova P, Souckova K, Laga R, Androvič L, Mixová G, Slaby O. Barriers in systemic delivery and preclinical testing of synthetic microRNAs in animal models: an experimental study on miR-215-5p mimic. Physiol Res 2021; 70:481-487. [PMID: 33982582 DOI: 10.33549/physiolres.934571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Mus musculus is the most commonly used animal model in microRNA research; however, little is known about the endogenous miRNome of the animals used in the miRNA-targeting preclinical studies with the human xenografts. In the presented study, we evaluated the NOD/SCID gamma mouse model for the preclinical study of systemic miR-215-5p substitution with a semitelechelic poly[N-(2-hydroxypropyl)-methacrylamide]-based carrier conjugated with miR-215-5p-mimic via a reductively degradable disulfide bond. Murine mmu-miR-215-5p and human hsa-miR-215-5p have a high homology of mature sequences with only one nucleotide substitution. Due to the high homology of hsa-miR-215-5p and mmu-hsa-miR-215-5p, a similar expression in human and NOD/SCID gamma mice was expected. Expression of mmu-miR-215 in murine organs did not indicate tissue-specific expression and was highly expressed in all examined tissues. All animals included in the study showed a significantly higher concentration of miR-215-5p in the blood plasma compared to human blood plasma, where miR-215-5p is on the verge of a reliable detection limit. However, circulating mmu-miR-215-5p did not enter the human xenograft tumors generated with colorectal cancer cell lines since the levels of miR-215-5p in control tumors remained notably lower compared to those originally transfected with miR-215-5p. Finally, the systemic administration of polymer-miR-215-5p-mimic conjugate to the tail vein did not increase miR-215-5p in NOD/SCID gamma mouse blood plasma, organs, and subcutaneous tumors. It was impossible to distinguish hsa-miR-215-5p and mmu-miR-215-5p in the murine blood and organs due to the high expression of endogenous mmu-miR-215-5p. In conclusion, the examination of endogenous tissue and circulating miRNome of an experimental animal model of choice might be necessary for future miRNA studies focused on the systemic delivery of miRNA-based drugs conducted in the animal models.
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Affiliation(s)
- T Machackova
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic.
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