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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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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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