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Popova PG, Lagace MA, Tang G, Blakney AK. Effect of in vitro transcription conditions on yield of high quality messenger and self-amplifying RNA. Eur J Pharm Biopharm 2024; 198:114247. [PMID: 38462138 DOI: 10.1016/j.ejpb.2024.114247] [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: 10/16/2023] [Revised: 02/12/2024] [Accepted: 03/06/2024] [Indexed: 03/12/2024]
Abstract
Messenger RNA (mRNA) and self-amplifying RNA (saRNA) vaccines against SARS-CoV-2 produced using in vitro transcription (IVT) were clinically approved in 2020 and 2022, respectively. While the industrial production of mRNA using IVT has been extensively optimized, the optimal conditions for saRNA have been explored to a lesser extent. Most T7 polymerase IVT protocols have been specifically optimized for mRNA which is ∼5-10-fold smaller than saRNA and may have profound effects on both the quality and yield of longer transcripts. Here, we optimized IVT conditions for simultaneously increasing the yield of full-length transcripts and reducing dsRNA formation through Design of Experiments. Using a definitive screening approach, we found that the key parameters are temperature and magnesium in the outcome of RNA quality (% full length transcript) and yield in small scale synthesis. The most important parameter for reducing dsRNA formation for both mRNA and saRNA was Mg2+ concentration (10 mM). We observed that a lower temperature was vital for production of high quality saRNA transcripts. mRNA quality was optimal at higher Mg2+ concentration (>40 mM). High quality transcripts correspond to significantly reduced product yield for saRNA, but not for mRNA. The differences between mRNA and saRNA requirements for high quality product and the relationship between high quality large saRNA molecules and low temperature synthesis have not been reported previously. These findings are key for informing future IVT parameters design and optimization for smaller and larger RNA transcripts.
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Affiliation(s)
- Petya G Popova
- Michael Smith Laboratories, School of Biomedical Engineering, University of British Columbia, Canada
| | - Melissa A Lagace
- Michael Smith Laboratories, School of Biomedical Engineering, University of British Columbia, Canada
| | - George Tang
- Michael Smith Laboratories, School of Biomedical Engineering, University of British Columbia, Canada
| | - Anna K Blakney
- Michael Smith Laboratories, School of Biomedical Engineering, University of British Columbia, Canada.
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2
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J White MP, Stevenson A, Elasifer H, Davies C, Nomikou K, Cuschieri K, Graham SV. Integrity of RNA in long-term-stored cervical liquid-based cytology samples: implications for biomarker research. Biotechniques 2024. [PMID: 38690744 DOI: 10.2144/btn-2023-0112] [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] [Indexed: 05/03/2024] Open
Abstract
Biobanks of cervical screening (LBC) samples annotated with disease status are an invaluable resource to support the development of tools for the risk stratification of disease. Although there is growing interest in the assessment of RNA-based biomarkers, little is known on the suitability and durability of stored clinical samples (commonly used in cervical screening) to support RNA-based research. RNA was extracted from 260 stored LBC samples. Storage at -80°C or -25°C allowed isolation of sufficient RNA for further analysis. RNA was found to be substantially degraded according to Agilent Bioanalyser data. Despite this, RT-qPCR was successful in 95% samples tested. These data suggest that biobanked LBC samples are suitable for RNA-based assessment even if stored for up to 14 years.
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Affiliation(s)
- Madeleine P J White
- Centre for Virus Research, School of Infection and Immunity, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
- Current address: Gillies McIndoe Research Institute, Newtown, Wellington, 6242, New Zealand
| | - Andrew Stevenson
- Centre for Virus Research, School of Infection and Immunity, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
| | - Hana Elasifer
- Scottish HPV Reference Laboratory, NHS Lothian, Edinburgh, UK
| | - Chris Davies
- Centre for Virus Research, School of Infection and Immunity, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
| | - Kyriaki Nomikou
- Centre for Virus Research, School of Infection and Immunity, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
| | - Kate Cuschieri
- Scottish HPV Reference Laboratory, NHS Lothian, Edinburgh, UK
| | - Sheila V Graham
- Centre for Virus Research, School of Infection and Immunity, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
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3
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Amemiya K, Hirotsu Y, Nagakubo Y, Mochizuki H, Oyama T, Omata M. Influence of formalin fixation duration on RNA quality and quantity from formalin-fixed paraffin-embedded hepatocellular carcinoma tissues. Pathol Int 2023; 73:593-600. [PMID: 37933792 DOI: 10.1111/pin.13385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 10/14/2023] [Indexed: 11/08/2023]
Abstract
Analyzing RNA samples from formalin-fixed paraffin-embedded (FFPE) tissues is essential for precision medicine. We investigated RNA quantity and quality from FFPE tumor tissues fixed in formalin for various times and compared sequencing metrics from next-generation sequencing (NGS). Hepatocellular carcinoma (HCC) tissues were fixed in 10% neutral buffered formalin (1-240 h) and FFPE blocks were prepared. Total RNA was extracted, and the quantity and quality were assessed using the NanoDrop, Qubit and Bioanalyzer. After preparing sequencing libraries, NGS was performed on the Oncomine Dx Multi-CDx system. Total RNA yields of all samples met the threshold required for NGS, but longer fixation times resulted in decreased total RNA and long RNA fragment (>200 nt) yields. NGS analysis showed fewer sequencing reads of internal control genes from RNA with longer fixation times. RNA extracted from FFPE blocks stored for 500 days had reduced RNA yield and quality compared with RNA obtained from FFPE blocks prepared immediately. In conclusion, short and over-fixation should be avoided because of their negative impact on sequencing quality. Fixation process should be finished promptly within recommended guidelines (6-72 h) for cancer patients.
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Affiliation(s)
- Kenji Amemiya
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Yosuke Hirotsu
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Yuki Nagakubo
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Hitoshi Mochizuki
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Toshio Oyama
- Pathology Division, Laboratory Department, Yamanashi Prefectural Central Hospital, Yamanashi, Japan
| | - Masao Omata
- Department of Gastroenterology, Yamanashi Central Hospital, Yamanashi, Japan
- The University of Tokyo, Tokyo, Japan
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Dewry RK, Mohanty TK, Nath S, Bhakat M, Yadav HP, Baithalu RK. Comparative RNA isolation methods from fresh ejaculated spermatozoa in Sahiwal cattle ( Bos indicus) and Murrah buffalo ( Bubalus bubalis) bulls for high quality and enhanced RNA yield. Anim Biotechnol 2023; 34:5180-5191. [PMID: 37965764 DOI: 10.1080/10495398.2023.2276713] [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: 11/16/2023]
Abstract
Sperm mRNA transcriptional profiling can be used to evaluate the fertility of breeding bulls. The aim of the study was to compare the modified RNA isolation methods for higher RNA yield and quality from freshly ejaculated sperm of cattle and buffalo bulls. Ten fresh ejaculates from each Sahiwal (n = 10 bulls × 10 ejaculates) and Murrah bulls (n = 10 bulls x 10 ejaculates) were used for RNA isolation. From the recovered live sperm, total sperm RNA was isolated by conventional methods (TRIzol, Double TRIzol), membrane-based methods combined with TRIzol (RNeasy + TRIzol) with the addition of β-mercaptoethanol (BME) and Kit (RNeasy mini) methods in fresh semen. Among different isolation methods; the membrane-based modified methods combined with TRIzol (RNeasy + TRIzol) with the addition of β-mercaptoethanol (BME) resulted significantly (p < .05) higher total RNA quantity (300-340 ng/µL) and better purity in different concentrations of spermatozoa viz., 30-40 million, 70-80 million and 300-400 million sperm. The study concluded that the inclusion of BME to the combined membrane-based methods with somatic cell lysis buffer solution was best for constant increased yield and purity of RNA isolation from Sahiwal cattle and Murrah buffalo bull sperm.
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Affiliation(s)
- Raju Kumar Dewry
- Artificial Breeding Research Centre, ICAR-National Dairy Research Institute (Deemed University), Karnal, India
| | - Tushar Kumar Mohanty
- Artificial Breeding Research Centre, ICAR-National Dairy Research Institute (Deemed University), Karnal, India
| | - Sapna Nath
- Artificial Breeding Research Centre, ICAR-National Dairy Research Institute (Deemed University), Karnal, India
| | - Mukesh Bhakat
- Artificial Breeding Research Centre, ICAR-National Dairy Research Institute (Deemed University), Karnal, India
| | - Hanuman Prasad Yadav
- Artificial Breeding Research Centre, ICAR-National Dairy Research Institute (Deemed University), Karnal, India
| | - Rubina Kumari Baithalu
- Reproductive Biotechnology Laboratory ICAR-National Dairy Research Institute (Deemed University), Karnal, India
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5
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Hahn N, Bens M, Kempfer M, Reißig C, Schmidl L, Geis C. Protecting RNA quality for spatial transcriptomics while improving immunofluorescent staining quality. Front Neurosci 2023; 17:1198154. [PMID: 37274189 PMCID: PMC10234422 DOI: 10.3389/fnins.2023.1198154] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 05/03/2023] [Indexed: 06/06/2023] Open
Abstract
In comparison to bulk sequencing or single cell sequencing, spatial transcriptomics preserves the spatial information in tissue slices and can even be mapped to immunofluorescent stainings, allowing translation of gene expression information into their spatial context. This enables to unravel complex interactions of neighboring cells or to link cell morphology to transcriptome data. The 10× Genomics Visium platform offers to combine spatial transcriptomics with immunofluorescent staining of cryo-sectioned tissue slices. We applied this technique to fresh frozen mouse brain slices and developed a protocol that still protects RNA quality while improving buffers for immunofluorescent staining. We investigated the impact of various parameters, including fixation time and buffer composition, on RNA quality and antibody binding. Here, we propose an improved version of the manufacturer protocol, which does not alter RNA quality and facilitates the use of multiple additional antibodies that were not compatible with the manufacturer protocol before. Finally, we discuss the influence of various staining parameters, which contribute to the development of application specific staining protocols.
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Affiliation(s)
- Nina Hahn
- Section of Translational Neuroimmunology, Department of Neurology, Jena University Hospital, Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany
| | - Martin Bens
- Leibniz Institute on Aging – Fritz Lipmann Institute (FLI), Jena, Germany
| | - Marin Kempfer
- Section of Translational Neuroimmunology, Department of Neurology, Jena University Hospital, Jena, Germany
| | - Christin Reißig
- Section of Translational Neuroimmunology, Department of Neurology, Jena University Hospital, Jena, Germany
| | - Lars Schmidl
- Section of Translational Neuroimmunology, Department of Neurology, Jena University Hospital, Jena, Germany
| | - Christian Geis
- Section of Translational Neuroimmunology, Department of Neurology, Jena University Hospital, Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany
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He Y, Dong L, Yi H, Zhang L, Shi X, Su L, Gan B, Guo R, Wang Y, Luo Q, Li X. Improper preanalytical processes on peripheral blood compromise RNA quality and skew the transcriptional readouts of mRNA and LncRNA. Front Genet 2023; 13:1091685. [PMID: 36685907 PMCID: PMC9845260 DOI: 10.3389/fgene.2022.1091685] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 12/05/2022] [Indexed: 01/06/2023] Open
Abstract
Genetic and epigenetic reprogramming caused by disease states in other tissues is always systemically reflected in peripheral blood leukocytes (PBLs). Accurate transcriptional readouts of Messenger RNA (mRNA) and Long non-coding RNA (lncRNA) in peripheral blood leukocytes are fundamental for disease-related study, diagnosis and treatment. However, little is known about the impact of preanalytical variables on RNA quality and downstream messenger RNA and Long non-coding RNA readouts. In this study, we explored the impact of RNA extraction kits and timing of blood placement on peripheral blood leukocyte-derived RNA quality. A novel enhanced evaluation system including RNA yields, purity, RNA integrity number (RIN) values and β-actin copies was employed to more sensitively identify RNA quality differences. The expression levels of informative mRNAs and Long non-coding RNAs in patients with chronic obstructive pulmonary disease (COPD) or triple-negative breast cancer (TNBC) were measured by Quantitative reverse transcription polymerase chain reaction (qRT-PCR) to investigate the impact of RNA quality on transcriptional readouts. Our results showed that the quality of RNA extracted by different kits varies greatly, and commercial kits should be evaluated and managed before batch RNA extraction. In addition, the quality of extracted RNA was highly correlated with the timing of blood placement, and the copy number of β-actin was significantly decreased after leaving blood at RT over 12 h. More importantly, compromised RNA leads to skewed transcriptional readouts of informative mRNAs and Long non-coding RNAs in patients with chronic obstructive pulmonary disease or triple-negative breast cancer. These findings have significant implications for peripheral blood leukocyte-derived RNA quality management and suggest that quality control is necessary prior to the analysis of patient messenger RNA and Long non-coding RNA expression.
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Affiliation(s)
- Yinli He
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Lele Dong
- Department of Pharmacy, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Hongyang Yi
- National Clinical Research Centre for Infectious Diseases, The Third People’s Hospital of Shenzhen, The Second Affiliated Hospital of Southern University of Science and Technology, Shenzhen, Guangdong, China
| | - Linpei Zhang
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Xue Shi
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Lin Su
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Baoyu Gan
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Ruirui Guo
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Yawen Wang
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China,*Correspondence: Xiaojiao Li, ; Qinying Luo, ; Yawen Wang,
| | - Qinying Luo
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China,*Correspondence: Xiaojiao Li, ; Qinying Luo, ; Yawen Wang,
| | - Xiaojiao Li
- BioBank, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China,*Correspondence: Xiaojiao Li, ; Qinying Luo, ; Yawen Wang,
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7
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França A, Cerca N. Gene Expression Quantification from Pathogenic Bacterial Biofilms by Quantitative PCR. Methods Mol Biol 2023; 2967:133-149. [PMID: 37608108 DOI: 10.1007/978-1-0716-3358-8_11] [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: 08/24/2023]
Abstract
Quantitative PCR (qPCR) is one of the most used techniques to quantify gene expression in bacterial biofilms due to its easiness, sensitivity, and robustness. However, several practical aspects need to be considered to obtain accurate and reliable results. Here, we describe a detailed and optimized protocol to quantify mRNA transcripts from bacterial biofilms using qPCR, including pieces of advice to improve RNA quality, which ultimately increases the accuracy, consistency, and relevance of gene expression data.
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Affiliation(s)
- Angela França
- LIBRO-Laboratório de Investigação em Biofilmes Rosário Oliveira, Centre of Biological Engineering, University of Minho, Braga, Portugal.
- LABBELS-Associate Laboratory, Braga/Guimarães, Portugal.
| | - Nuno Cerca
- LIBRO-Laboratório de Investigação em Biofilmes Rosário Oliveira, Centre of Biological Engineering, University of Minho, Braga, Portugal
- LABBELS-Associate Laboratory, Braga/Guimarães, Portugal
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8
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Vernisse C, Petit A, Pantesco V, Chanez P, Gras D, Tuaillon E, Duperray C, Vachier I, Assou S, Bourdin A. Using intracellular SCGB1A1-sorted, formalin-fixed club cells for successful transcriptomic analysis. Biochem Biophys Res Commun 2022; 604:151-7. [PMID: 35305419 DOI: 10.1016/j.bbrc.2022.03.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 03/07/2022] [Indexed: 11/20/2022]
Abstract
As opposed to surface marker staining, certain cell types can only be recognized by intracellular markers. Intracellular staining for use in cell sorting remains challenging. Fixation and permeabilization steps for intracellular staining and the presence of RNases notably affect preservation of high-quality mRNA. We report the work required for the optimization of a successful protocol for microarray analysis of intracellular target-sorted, formalin-fixed human bronchial club cells. Cells obtained from differentiated air-liquid interface cultures were stained with the most characteristic intracellular markers for club cell (SCGB1A1+) sorting. A benchmarked intracellular staining protocol was carried out before flow cytometry. The primary outcome was the extraction of RNA sufficient quality for microarray analysis as assessed by Bioanalyzer System. Fixation with 4% paraformaldehyde coupled with 0.1% Triton/0.1% saponin permeabilization obtained optimal results for SCGB1A1 staining. Addition of RNase inhibitors throughout the protocol and within the appropriate RNA extraction kit (Formalin-Fixed-Paraffin-Embedded) dramatically improved RNA quality, resulting in samples eligible for microarray analysis. The protocol resulted in successful cell sorting according to specific club cell intracellular marker without using cell surface marker. The protocol also preserved RNA of sufficient quality for subsequent microarray transcriptomic analysis, and we were able to generate transcriptomic signature of club cells.
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Mirzaei L, Yadollahi A, Kermani MJ, Naderpour M, Zeinanloo AA. Stability investigation of air-dried olive ribo nucleic acids for metavirome studies. Plant Methods 2022; 18:19. [PMID: 35184725 PMCID: PMC8858460 DOI: 10.1186/s13007-022-00846-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 01/17/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND The application of ribo nucleic acids for molecular studies requires high integrity and quality of extracted total RNA samples. In addition, the need to transfer RNA samples at room temperature without special treatments such as ice and liquid nitrogen storage according to international transport laws highlights the importance of low cost alternative methods such as RNA air-drying, lyophilisation and transportable agents. In this study, the quality and quantity of air-dried RNA samples from leaf, petiole and bark tissues of different olive genotypes using several RNA extraction methods were compared with lyophilized ground leaves and RNAlater-stored tissue samples before precipitation. The quality of RNA and prepared libraries were checked by several techniques including agarose and polyacrylamide gel electrophoresis, Agilent quality control, RT-PCR amplification of housekeeping and viral genes and high throughput sequencing. RESULTS Although RNA value varied amongst cultivars, RNA extraction with TRIzol™ Reagent in fresh extractions and samples stored in RNAlater before RNA extraction resulted in 455.26 ng/µL and 63.46 ng/µL (mean value of cultivars) as the highest RNA concentration averages, respectively. RNA samples extracted by TRIzol™ Reagents and stored for a short term at - 80 °C before air-drying showed the third highest concentration (44.87 ng/µL). The synthesized cDNAs quality for PCR amplification of housekeeping genes (Rbc 1 and Nad 5) and partial genomes of Arabis mosaic virus and Cucumber mosaic virus showed satisfactory results in RNA samples extracted by TRIzol™ Reagents despite its variation amongst cultivars. CONCLUSIONS Considering the difficulties in the extraction of high quality and quantity RNA in olive for molecular analyses, this study demonstrated that RNA extraction method based on TRIzol™ Reagent can be considered for virobiome studies of both fresh and air-dried samples.
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Affiliation(s)
- Leila Mirzaei
- Department of Horticultural Sciences, Faculty of Agriculture, Tarbiat Modares University, P. O. Box: 14115-111, Tehran, Iran
- Department of Tissue and Cell Culture, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education and Extension Organization (AREEO), P. O. Box: 31359-33151, Karaj, Iran
| | - Abbas Yadollahi
- Department of Horticultural Sciences, Faculty of Agriculture, Tarbiat Modares University, P. O. Box: 14115-111, Tehran, Iran.
| | - Maryam Jafarkhani Kermani
- Department of Tissue and Cell Culture, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education and Extension Organization (AREEO), P. O. Box: 31359-33151, Karaj, Iran
| | - Masoud Naderpour
- Seed and Plant Certification and Registration Research Institute (SPCRI), Agricultural Research, Education and Extension Organization (AREEO), P. O. Box: 31535-1516, Karaj, Iran.
| | - Ali Asghar Zeinanloo
- Temperate Fruit Research Center, Horticultural Research Institute, Agricultural Research, Education and Extension Organization (AREEO), P. O. Box: 31585-4119, Karaj, Iran
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10
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Jaiaue P, Srimongkol P, Thitiprasert S, Tanasupawat S, Cheirsilp B, Assabumrungrat S, Thongchul N. A modified approach for high-quality RNA extraction of spore-forming Bacillus subtilis at varied physiological stages. Mol Biol Rep 2021; 48:6757-68. [PMID: 34455533 DOI: 10.1007/s11033-021-06673-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 08/18/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND High quality RNA is required for the molecular study. Sample preparation of the spore-forming, Gram-positive bacteria like Bacillus sp., remains challenging although several methods have been proposed. Those techniques were simply developed using cell samples at certain growth stages despite some molecular studies like transcriptomic analyses require RNA samples from different physiological stages. METHODS AND RESULTS We developed the rapid, simple yet effective cell-lysis technique with limit use of harsh reagents by modifying the kit-based protocols. Appropriate lysozyme loading (20 mg/mL), incubation time (30 min), and temperature (37 °C) enabled cell lysis and enhanced RNA extraction from both vegetative cells and endospores of Bacillus subtilis TL7-3. High RNA Integrity Numbers and ratios of A260/A280 and A260/A230 of all RNA products collected during the batch cultivation confirmed that invert mixing with absolute ethanol prevented RNA damage during protein denaturation. With the process modification of the major steps in cell lysis and RNA extraction compared with the kit-based protocols that are typically used in laboratory work, interestingly, our modified protocol, simple-yet-effective, yielded higher concentration, purity, and integrity of RNA products from all cell samples collected at different physiological stages. While the kit-based protocols either failed to provide high RNA concentration or RNA purity and integrity for all cell samples particularly during the late-log, stationary, or sporulation. CONCLUSIONS Therefore, we can claim the significance of this modified protocol to be applicable for RNA extraction to those spore-forming Gram-positive bacteria not limited to B. subtilis growing at varied physiological stages.
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Niehof M, Reamon-Buettner SM, Danov O, Hansen T, Sewald K. A modified protocol for successful miRNA profiling in human precision-cut lung slices (PCLS). BMC Res Notes 2021; 14:255. [PMID: 34215333 PMCID: PMC8252208 DOI: 10.1186/s13104-021-05674-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 06/24/2021] [Indexed: 12/11/2022] Open
Abstract
Objective Human precision cut lung slices (PCLS) are widely used as an ex vivo model system for drug discovery and development of new therapies. PCLS reflect the functional heterogeneity of lung tissue and possess relevant lung cell types. We thus determined the use of PCLS in studying non-coding RNAs notably miRNAs, which are important gene regulatory molecules. Since miRNAs play key role as mediators of respiratory diseases, they can serve as valuable prognostic or diagnostic biomarkers, and in therapeutic interventions, of lung diseases. A technical limitation though is the vast amount of agarose in PCLS which impedes (mi)RNA extraction by standard procedures. Here we modified our recently published protocol for RNA isolation from PCLS to enable miRNA readouts. Results The modified method relies on the separation of lysis and precipitation steps, and a clean-up procedure with specific magnetic beads. We obtained successfully quality miRNA amenable for downstream applications such as RTqPCR and whole transcriptome miRNA analysis. Comparison of miRNA profiles in PCLS with published data from human lung, identified all important miRNAs regulated in IPF, COPD, asthma or lung cancer. Therefore, this shows suitability of the method for analyzing miRNA targets and biomarkers in the valuable human PCLS model. Supplementary Information The online version contains supplementary material available at 10.1186/s13104-021-05674-w.
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Affiliation(s)
- Monika Niehof
- Department of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Nikolai-Fuchs-Str. 1, Hannover, 30625, Germany.
| | - Stella Marie Reamon-Buettner
- Department of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Nikolai-Fuchs-Str. 1, Hannover, 30625, Germany
| | - Olga Danov
- Department of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Nikolai-Fuchs-Str. 1, Hannover, 30625, Germany
| | - Tanja Hansen
- Department of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Nikolai-Fuchs-Str. 1, Hannover, 30625, Germany
| | - Katherina Sewald
- Department of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Nikolai-Fuchs-Str. 1, Hannover, 30625, Germany
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12
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Du Cheyne C, Chen Y, De Craene J, Thas O, De Spiegelaere W. Development of a 3':5' digital PCR assay to determine horse mRNA integrity. Anal Biochem 2021; 626:114217. [PMID: 33939972 DOI: 10.1016/j.ab.2021.114217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 04/16/2021] [Accepted: 04/18/2021] [Indexed: 10/21/2022]
Abstract
Accurate tools to measure RNA integrity are essential to obtain reliable gene expression data. The reverse transcription quantitative PCR (RT-qPCR) based 3':5' assay permits a direct determination of messenger RNA (mRNA) integrity. However, the use of standard curves and the possible effect of PCR inhibitors make this method cumbersome and prone to variation, especially in small samples. Here we developed a triplex digital PCR (dPCR) 3':5' assay for assessing RNA integrity in equine samples as rapid and simple alternative to RT-qPCR. This dPCR assay not only provides a straight forward analysis of the mRNA integrity, but also of its quantity.
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13
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Liu N, Luo Y, Zhu Y, Peng H, Zou C, Zhou Z, Chen W, Wang H, Liu H, Hu Y, Zhang S, Qian K. Effects of Warm Ischemia Time, Cryopreservation, and Grinding Methods on RNA Quality of Mouse Kidney Tissues. Biopreserv Biobank 2021; 19:306-311. [PMID: 33577406 DOI: 10.1089/bio.2020.0129] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: High-quality RNA extraction from tissue samples is of key importance for scientific research and translational medicine. Tissue collection and preparation may affect RNA quality. In this study, we investigated effects of warm ischemia time, cryopreservation, and grinding methods on RNA quality. Methods: Total RNA was extracted from mouse kidney tissues with warm ischemia times of 0, 30, 60, 90, and 120 minutes. Half of the tissues were used to extract RNA immediately, while the others were cryopreserved in the vapor phase of liquid nitrogen for 6 months before RNA extraction. A mortar, homogenizer, and tissue lyser were used to grind tissues. RNA was extracted by TRIzol, and RNA integrity was assessed by the RNA integrity number (RIN) value. Results: For fresh tissues and frozen tissues with warm ischemia time within 60 minutes, RIN values were above 7.0 and remained above 6.0 with warm ischemia time within 120 minutes. For the same warm ischemia time, RIN values of frozen tissues were slightly lower than those of fresh tissues. No significant RIN value alterations were observed among grinding methods, but for RNA extraction efficiency, a mortar was much less efficient than the homogenizer or tissue lyser. For frozen tissues, RNA tended to degrade within 8 minutes at room temperature. Conclusions: Mouse kidney tissues with a warm ischemia time within 120 minutes are suitable for general RNA-related research. For tissues with a warm ischemia time within 60 minutes, cryopreservation may not affect RNA quality. The duration of frozen tissues held at room temperature before grinding affects the integrity of RNA, while grinding methods do not affect RNA integrity.
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Affiliation(s)
- Nan Liu
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Yi Luo
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Yuan Zhu
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetic Resources Preservation Center of Hubei Province, Wuhan, China
| | - Hongwei Peng
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Cong Zou
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Zongning Zhou
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Wen Chen
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Hui Wang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Huiqin Liu
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Ying Hu
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Shanshan Zhang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Kaiyu Qian
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetic Resources Preservation Center of Hubei Province, Wuhan, China
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14
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Healy ZR, Weinhold KJ, Murdoch DM. Transcriptional Profiling of CD8+ CMV-Specific T Cell Functional Subsets Obtained Using a Modified Method for Isolating High-Quality RNA From Fixed and Permeabilized Cells. Front Immunol 2020; 11:1859. [PMID: 32983102 PMCID: PMC7492549 DOI: 10.3389/fimmu.2020.01859] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 07/10/2020] [Indexed: 01/04/2023] Open
Abstract
Previous studies suggest that the presence of antigen-specific polyfunctional T cells is correlated with improved pathogen clearance, disease control, and clinical outcomes; however, the molecular mechanisms responsible for the generation, function, and survival of polyfunctional T cells remain unknown. The study of polyfunctional T cells has been, in part, limited by the need for intracellular cytokine staining (ICS), necessitating fixation and cell membrane permeabilization that leads to unacceptable degradation of RNA. Adopting elements from prior research efforts, we developed and optimized a modified protocol for the isolation of high-quality RNA (i.e., RIN > 7) from primary human T cells following aldehyde-fixation, detergent-based permeabilization, intracellular cytokines staining, and sorting. Additionally, this method also demonstrated utility preserving RNA when staining for transcription factors. This modified protocol utilizes an optimized combination of an RNase inhibitor and high-salt buffer that is cost-effective while maintaining the ability to identify and resolve cell populations for sorting. Overall, this protocol resulted in minimal loss of RNA integrity, quality, and quantity during cytoplasmic staining of cytokines and subsequent flourescence-activated cell sorting. Using this technique, we obtained the transcriptional profiles of functional subsets (i.e., non-functional, monofunctional, bifunctional, polyfunctional) of CMV-specific CD8+T cells. Our analyses demonstrated that these functional subsets are molecularly distinct, and that polyfunctional T cells are uniquely enriched for transcripts involved in viral response, inflammation, cell survival, proliferation, and metabolism when compared to monofunctional cells. Polyfunctional T cells demonstrate reduced activation-induced cell death and increased proliferation after antigen re-challenge. Further in silico analysis of transcriptional data suggested a critical role for STAT5 transcriptional activity in polyfunctional cell activation. Pharmacologic inhibition of STAT5 was associated with a significant reduction in polyfunctional cell cytokine expression and proliferation, demonstrating the requirement of STAT5 activity not only for proliferation and cell survival, but also cytokine expression. Finally, we confirmed this association between CMV-specific CD8+ polyfunctionality with STAT5 signaling also exists in immunosuppressed transplant recipients using single cell transcriptomics, indicating that results from this study may translate to this vulnerable patient population. Collectively, these results shed light on the mechanisms governing polyfunctional T cell function and survival and may ultimately inform multiple areas of immunology, including but not limited to the development of new vaccines, CAR-T cell therapies, and adoptive T cell transfer.
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Affiliation(s)
- Zachary R Healy
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Duke University Hospital, Durham, NC, United States
| | - Kent J Weinhold
- Department of Surgery, Duke University School of Medicine, Durham, NC, United States
| | - David M Murdoch
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Duke University Hospital, Durham, NC, United States
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15
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Townsend K, Ness J, Hoguet J, Stacy NI, Komoroske LM, Lynch JM. Testing the Stability of Plasma Protein and Whole Blood RNA in Archived Blood of Loggerhead Sea Turtles, Caretta caretta. Biopreserv Biobank 2020; 18:358-366. [PMID: 32589445 DOI: 10.1089/bio.2020.0026] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Sample storage conditions can affect accuracy and reproducibility of biological measurements. Storing samples rapidly at the lowest available temperatures is considered ideal but is not always feasible when sampling in remote and logistically challenging field conditions, as is often the case with sea turtles. The objective of this study was to examine the stability of plasma proteins and quality of whole blood RNA from loggerhead sea turtle samples collected as part of an eighteen-year-long curated specimen collection. These biological variables are often used to assess sea turtle health; therefore, it is necessary to maintain the integrity of these components during storage. Protein electrophoresis was conducted on heparinized plasma from individual turtles collected in 2018 (n = 3), 2008 (n = 3), and 2001 (n = 3). Plasma was also pooled from four turtles sampled in 2018 and subjected to various storage temperatures. Whole blood was collected in blood collection tubes containing sodium heparin or PAXgene tubes with an RNA preservative. These were subjected to different storage treatments that can possibly occur during logistically difficult field sampling. Following various treatments, plasma proteins showed minor differences across collection years and no differences among storage treatments were observed, even when exposed to 38°C for three hours. RNA quality was assessed from whole blood using an RNA integrity number (RIN). RINs were poor from sodium heparin tubes that were frozen and from PAXgene tubes after an extended thaw. High-quality RNA was obtained from sodium heparin tubes that were never frozen and from PAXgene tubes with freezing delayed by up to 11 days. Overall, these results indicate that plasma proteins remain stable over time and when exposed to undesirable storage conditions, and RNA degrades rapidly in sea turtle blood after freezing and when not properly preserved. These aspects are important to consider when planning sampling protocols and logistics for optimal long-term sample preservation.
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Affiliation(s)
- Kelly Townsend
- Grice Marine Laboratory, College of Charleston, Charleston, South Carolina, USA.,Elmhurst College, Elmhurst, Illinois, USA
| | - Jennifer Ness
- Chemical Sciences Division, Hollings Marine Laboratory, National Institute of Standards and Technology, Charleston, South Carolina, USA
| | - Jennifer Hoguet
- Chemical Sciences Division, Hollings Marine Laboratory, National Institute of Standards and Technology, Charleston, South Carolina, USA
| | - Nicole I Stacy
- Department of Comparative, Diagnostic, and Population Medicine, College of Veterinary Medicine, University of Florida, Gainesville, Florida, USA
| | - Lisa M Komoroske
- Department of Environmental Conservation, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Jennifer M Lynch
- Chemical Sciences Division, National Institute of Standards and Technology, Waimanalo, Hawaii, USA.,Center for Marine Debris Research, Hawaii Pacific University, Waimanalo, Hawaii, USA
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16
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Song J, Zhou J. Effects of preservation duration at 4 °C on the quality of RNA in rabbit blood specimens. PeerJ 2020; 8:e8940. [PMID: 32309050 PMCID: PMC7153556 DOI: 10.7717/peerj.8940] [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: 12/23/2019] [Accepted: 03/18/2020] [Indexed: 11/30/2022] Open
Abstract
A prolonged preservation duration of blood specimens at 4 °C may occur due to the distance from collection points to storage facilities in many biobanks, especially for multicenter studies. This could lead to RNA degradation, affecting downstream analyses. However, effects of preservation durations at 4 °C on RNA quality in blood specimens need to be studied. We collected rabbit blood using EDTA tubes and stored them at 4 °C for different preservation durations. Then, we examined the quality of RNA from whole blood and leukocytes isolated from rabbit blood. Our results show that the purity of whole blood RNA and leukocyte RNA does not indicate significant change after rabbit blood is stored at 4 °C for different preservation durations (from 1 h to 7 days). The integrity of leukocyte RNA indicates the same result as above, but the integrity of whole blood RNA is significantly decreased after rabbit blood is stored at 4 °C for over 3 days. Moreover, expression of SMAD7, MKI67, FOS, TGFβ1 and HIF1α of whole blood RNA and leukocyte RNA remains basically stable, but PCNA expression of whole blood RNA or leukocyte RNA is significantly decreased after rabbit blood is stored at 4 °C for over 24 h or 7 days. Therefore, these results suggest that high-quality RNA is obtained from the fresher blood specimens and if blood specimens are stored for over 3 days at 4 °C, the quality of leukocyte RNA is more stable and of better quality than that of whole blood RNA.
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Affiliation(s)
- Jiaojiao Song
- Children's Hospital of Shanghai, Shanghai, China.,Children's Hospital Affiliated to Shanghai Jiao Tong University, Shanghai, China
| | - Junmei Zhou
- Children's Hospital of Shanghai, Shanghai, China.,Children's Hospital Affiliated to Shanghai Jiao Tong University, Shanghai, China
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17
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Barington K, Skovgaard K, Henriksen NL, Jensen HE. Optimising the sampling procedure for forensic investigation of bruises on pigs. Vet Rec 2020; 187:153. [PMID: 32220978 DOI: 10.1136/vr.105625] [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: 07/01/2019] [Revised: 12/22/2019] [Accepted: 02/10/2020] [Indexed: 11/03/2022]
Abstract
BACKGROUND Human-inflicted bruises on pigs are a violation of the law and affected tissue is regularly sent for forensic investigation. The authors aimed to evaluate the variation in inflammation within and between human-inflicted porcine bruises in order to determine the optimal sampling procedure. METHODS Skin and muscle tissues from the centre and ends of 21 bruises were evaluated histologically. Moreover, RNA was extracted from the subcutaneous fat tissue. The bruises were detected during meat inspection at the slaughter line, and all carcases were kept at 5°C for 12-24 hours before sampling. RESULTS The sampling site with the most infiltration of neutrophils and macrophages differed between bruises inflicted on the same pig and between bruises inflicted on more pigs within the same delivery. The extracted RNA had RIN (RNA integrity number) values from 3 to 6.5. CONCLUSIONS Tissue samples should always be taken from both skin and underlying muscle tissue. Samples should be collected from several sites along each bruise, and all bruises should be sampled in order to include the site of maximum tissue damage and inflammation. Moreover, RNA of sufficient quality for quantitative PCR and subsequent age estimation cannot be obtained from carcases kept for 12-24 hours at 5°C.
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Affiliation(s)
- Kristiane Barington
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg C, Denmark
| | - Kerstin Skovgaard
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Nicole Lind Henriksen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg C, Denmark
| | - Henrik Elvang Jensen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg C, Denmark
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18
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Carrillo-Ávila JA, de la Puente R, Catalina P, Rejón JD, Espín-Vallejo L, Valdivieso V, Aguilar-Quesada R. Evaluation of RNA purification methods by using different blood stabilization tubes: identification of key features for epidemiological studies. BMC Res Notes 2020; 13:77. [PMID: 32070402 DOI: 10.1186/s13104-020-04943-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 02/08/2020] [Indexed: 11/30/2022] Open
Abstract
Objective Peripheral blood is the most promising source of RNA biomarkers for diagnostic and epidemiological studies, because the presence of disease and prognostic information is reflected in the gene expression pattern. Quality RNA is used by a number of different downstream applications, so the selection of the most appropriate RNA stabilization and purification method is important. We have analyzed the RNA purified from 300 blood samples from 25 donors processed by two technicians using three methodologies with Tempus and PaxGene tubes. Results The best quality sample results were obtained with the Tempus Spin RNA Isolation Kit and the PaxGene Blood miRNA Kit, although larger amounts of RNA were obtained with the Tempus Spin RNA Isolation Kit. Lower Cq values were observed for RNA and miRNA genes in samples that were tested with PaxGene Blood miRNA Kit and Tempus Spin RNA Isolation Kit respectively. We identify the Tempus Spin RNA Isolation Kit as the most robust methodology, whilst the MagMax for Stabilized Blood Tubes RNA Isolation Kit showed the most instability. For biobanks, which process a large cohort and conduct epidemiological studies, the Tempus Spin RNA Isolation Kit is the most appropriate methodology. The study demonstrates the robustness of real-life procedures.
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19
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Pedersen KB, Williams A, Watt J, Ronis MJ. Improved method for isolating high-quality RNA from mouse bone with RNA later at room temperature. Bone Rep 2019; 11:100211. [PMID: 31198821 PMCID: PMC6558217 DOI: 10.1016/j.bonr.2019.100211] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 04/24/2019] [Accepted: 05/25/2019] [Indexed: 11/20/2022] Open
Abstract
Accurate gene expression analysis of bone requires the ability to isolate RNA of good quality. Isolation of intact RNA from frozen bone tissue is problematic since RNA rapidly becomes degraded after thawing. Since we are interested in assessing gene expression from both bone marrow and mineralized bone, we aimed to develop improved simple, robust and statistically validated methods providing high-quality RNA from both mouse femur shaft and femur marrow. RNA integrity was quantified by the RNA Integrity Number (RIN) measured on a TapeStation. While the RNA stabilization reagent RNAlater is not commonly used or recommended for mineralized bone, we found that preservation methods with RNAlater significantly improved the RNA quality with a mean RIN for the femur shaft of 8.0 and a mean RIN for femur marrow of 9.6. With RNAlater, high quality RNA with a mean RIN of 9.3 could also be isolated from lumbar vertebral bone. A further advantage of using RNAlater is that the tissue can be allowed to thaw to room temperature before TRI Reagent lysis without any loss of RNA integrity. A comparison of the TRI Reagent method with a hybrid method combining TRI Reagent lysis with RNeasy column purification showed no difference in RNA integrity. However, the hybrid method seemed to give femur shaft RNA with fewer impurities inhibiting qRT-PCR.
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Affiliation(s)
- Kim B. Pedersen
- Department of Pharmacology & Experimental Therapeutics, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA, United States of America
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20
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Fouda MA, Elzefzafy NA, Taha II, Mohemmed OM, Wahab AAA, Farahat IG. Effect of seasonal variation in ambient temperature on RNA quality of breast cancer tissue in a remote biobank setting. Exp Mol Pathol 2019; 112:104334. [PMID: 31726039 DOI: 10.1016/j.yexmp.2019.104334] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 11/01/2019] [Accepted: 11/09/2019] [Indexed: 02/04/2023]
Abstract
Studies involving oncology especially diagnosis, prognosis and therapeutic monitoring are increasingly relying on molecular analyses. These analyses require high quality biomolecules to get accurate and precise results and this requires among others, monitoring for pre-analytical variables. The purpose of our study was to validate the SOPs of the newly established Egyptian National Cancer Institute (ENCI) biobank. We used a panel of 91 fresh frozen breast cancer tissue samples and their matched normal tissues and have investigated the overall quality (integrity and yield) of RNA extracted from fresh frozen breast tumor tissues and matched normal breast tissues. We investigated the effect of several factors including seasonal temperature variation, cold ischemia time, transportation method, and RNA extraction method. The RNA yield and quality were significantly increased with tumor samples collected in winter, transported on wet ice and using an automated RNA extraction platform. No significant effect was observed due to increased cold ischemia time >30 min. The effect of delay in time to cryopreservation on RNA degradation in fresh tissue samples may vary according to the type of tissue, temperature during tissue collection and transportation, and the use of stabilizing agents as RNA later.
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Affiliation(s)
- Merhan A Fouda
- Department of Clinical Pathology, National Cancer Institute, Cairo University, Egypt; ENCI biobank, National Cancer Institute, Cairo University, Egypt.
| | - Nahla A Elzefzafy
- Department of Cancer Biology, National Cancer Institute, Cairo University, Egypt; ENCI biobank, National Cancer Institute, Cairo University, Egypt
| | - Iman I Taha
- ENCI biobank, National Cancer Institute, Cairo University, Egypt
| | - Omar M Mohemmed
- ENCI biobank, National Cancer Institute, Cairo University, Egypt
| | - Abdelhady Ali Abdel Wahab
- Department of Cancer Biology, National Cancer Institute, Cairo University, Egypt; ENCI biobank, National Cancer Institute, Cairo University, Egypt
| | - Iman Gouda Farahat
- Department of Pathology, National Cancer Institute, Cairo University, Egypt; ENCI biobank, National Cancer Institute, Cairo University, Egypt
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21
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da Costa KA, Malvezzi H, Viana BG, Filippi RZ, Neme RM, Aloia TPA, Podgaec S, Piccinato CA. Validation of Laser Capture Microdissection Protocol in Endometriosis Studies. ACTA ACUST UNITED AC 2019; 55:E520. [PMID: 31443551 DOI: 10.3390/medicina55090520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 08/10/2019] [Accepted: 08/19/2019] [Indexed: 11/24/2022]
Abstract
Background and Objectives: The presence of endometrial-like tissue outside the uterine cavity is a key feature of endometriosis. Although endometriotic lesions appear to be histologically quite similar to the eutopic endometrium, detailed studies comparing both tissues are required because their inner and surrounding cellular arrangement is distinct. Thus, comparison between tissues might require methods, such as laser capture microdissection (LCM), that allow for precise selection of an area and its specific cell populations. However, it is known that the efficient use of LCM depends on the type of studied tissue and on the choice of an adequate protocol. Recent studies have reported the use of LCM in endometriosis studies. The main objective of the present study is to establish a standardized protocol to obtain good-quality microdissected material from eutopic or ectopic endometrium. Materials and Methods: The main methodological steps involved in the processing of the lesion samples for LCM were standardized to yield material of good quality to be further used in molecular techniques. Results: We obtained satisfactory results regarding the yields and integrity of RNA and protein obtained from LCM-processed endometriosis tissues. Conclusion: LCM can provide more precise analysis of endometriosis biopsies, provided that key steps of the methodology are followed.
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22
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Dudez O, Dalstein V, Kanagaratnam L, Nasri S, Coquelet C, Fichel C, Bouland N, Lemaire E, Diebold MD, Marchal-Bressenot A, Boulagnon-Rombi C. Is the Mirror Image Method Really Useful in Tumor Tissue Bank Quality Control? Biopreserv Biobank 2019; 17:539-545. [PMID: 31233333 DOI: 10.1089/bio.2018.0123] [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] [Indexed: 11/12/2022] Open
Abstract
Oncology research projects are highly dependent on the quality of tumor samples stored in the biobank. Microscopic control is important to ensure the quality of the frozen sample (Does the sample correspond to tumor tissue? Does the sample contain a sufficient number of tumor cells for molecular analysis?). The aim of this study was to evaluate the value of the mirror image method in quality control of colonic adenocarcinoma samples stored in a tumor bank. Microscopic concordance for the differentiation grade, malignant and normal cell percentages, necrosis, mucinous component, and ulceration was assessed on 82 colon adenocarcinoma banked samples and their paired, formalin-fixed, paraffin-embedded mirror controls. Molecular concordance for KRAS status was evaluated in 76 of these 82 cases. Morphological correspondence between frozen and mirror samples was good for the mucinous component (intraclass correlation coefficient [ICC] = 0.81), moderate for differentiation (Cohen's kappa coefficient [k] = 0.67), fair for malignant cells (ICC = 0.44), and poor for ulceration (k = 0.08), normal tissue (ICC = 0.36), and necrosis (ICC = 0.13) percentages. Molecular correspondence for KRAS status was almost perfect (95% correspondence, k = 0.88) between frozen and mirror samples. In conclusion, the mirror sample method is not a good alternative for microscopic and molecular control of frozen colonic adenocarcinoma samples.
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Affiliation(s)
- Oriane Dudez
- Pathology Department, Academic Hospital, Reims, France
| | - Véronique Dalstein
- Pathology Department, Academic Hospital, Reims, France.,Champagne Ardenne Cancers' Molecular Genetic Platform, Reims, France.,Inserm UMR-S 903, Université de Reims Champagne Ardenne, Reims, France
| | | | - Saviz Nasri
- Champagne Ardenne Biobank, Academic Hospital, Reims, France
| | | | | | - Nicole Bouland
- Pathology Department, Medicine University, Reims, France
| | - Emeric Lemaire
- Pathology Department, Academic Hospital, Reims, France.,Inserm UMR-S 903, Université de Reims Champagne Ardenne, Reims, France
| | - Marie-Danièle Diebold
- Pathology Department, Academic Hospital, Reims, France.,Champagne Ardenne Biobank, Academic Hospital, Reims, France.,Pathology Department, Medicine University, Reims, France
| | - Aude Marchal-Bressenot
- Pathology Department, Academic Hospital, Reims, France.,Pathology Department, Medicine University, Reims, France
| | - Camille Boulagnon-Rombi
- Pathology Department, Academic Hospital, Reims, France.,Pathology Department, Medicine University, Reims, France.,UMR CNRS 7369, Reims University, Reims, France
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23
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Yamazaki M, Yabuki N, Suzuki Y, Ito M, Ikeda A, Natori O, Suzuki M, Kato A. PAXgene-fixed paraffin-embedded sample is applicable to laser capture microdissection with well-balanced RNA quality and tissue morphology. J Toxicol Pathol 2018; 31:213-220. [PMID: 30093792 PMCID: PMC6077159 DOI: 10.1293/tox.2017-0049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 03/13/2018] [Indexed: 12/21/2022] Open
Abstract
Assessing how gene expression analysis by RNA sequencing (RNA-Seq) correlates to a unique morphology is increasingly necessary, and laser capture microdissection (LCM) is a critical research tool for discovering the genes responsible in a region of interest (ROI). Because RNA-Seq requires high-quality RNA, a sample preparation procedure that can preserve morphology and give the required quality of RNA is essential. A PAXgene®-fixed paraffin-embedded (XFPE) block can satisfy the need for high-quality RNA, but there are few reports on adapting the method for LCM, such as how small an ROI is analyzable by RNA-Seq. In this study, we confirmed the morphology and preservation of RNA in XFPE and then assessed the relationship between the size of pieces cut by LCM and their RNA quality. In XFPE, the morphology was similar to that in alcohol-based fixed samples, the quality of the RNA extracted from a whole sample was excellent, that is equivalent to that of a fresh frozen sample, and the quality was maintained over one year later. Three sizes of pieces—large (25,000 µm2), medium (5,000 µm2), and small (1,000 µm2)—were cut by LCM so that the total areas of the sections cut per size were the same. RNA quality was found to be best preserved when tissue was cut into pieces of over 5,000 µm2. In summary, XFPE exhibits good morphology and excellent preservation of RNA quality. Furthermore, it can be a good tool when used with LCM and RNA-Seq, giving well-balanced RNA quality and tissue morphology in the ROI.
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Affiliation(s)
- Masaki Yamazaki
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
| | - Nami Yabuki
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan.,Forerunner Pharma Research Co., Ltd., Yokohama Bio Industry Center, 1-6 Suehiro-cho, Tsurumi-ku, Yokohama-shi, Kanagawa 230-0045, Japan
| | - Yasunori Suzuki
- Forerunner Pharma Research Co., Ltd., Yokohama Bio Industry Center, 1-6 Suehiro-cho, Tsurumi-ku, Yokohama-shi, Kanagawa 230-0045, Japan
| | - Mayumi Ito
- Forerunner Pharma Research Co., Ltd., Yokohama Bio Industry Center, 1-6 Suehiro-cho, Tsurumi-ku, Yokohama-shi, Kanagawa 230-0045, Japan
| | - Asuka Ikeda
- Chugai Research Institute for Medical Science, Inc., 1-135, Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
| | - Osamu Natori
- Forerunner Pharma Research Co., Ltd., Yokohama Bio Industry Center, 1-6 Suehiro-cho, Tsurumi-ku, Yokohama-shi, Kanagawa 230-0045, Japan
| | - Masami Suzuki
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan.,Forerunner Pharma Research Co., Ltd., Yokohama Bio Industry Center, 1-6 Suehiro-cho, Tsurumi-ku, Yokohama-shi, Kanagawa 230-0045, Japan
| | - Atsuhiko Kato
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
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24
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Cepollaro S, Della Bella E, de Biase D, Visani M, Fini M. Evaluation of RNA from human trabecular bone and identification of stable reference genes. J Cell Physiol 2018; 233:4401-4407. [PMID: 29206301 DOI: 10.1002/jcp.26319] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Accepted: 12/01/2017] [Indexed: 02/05/2023]
Abstract
The isolation of good quality RNA from tissues is an essential prerequisite for gene expression analysis to study pathophysiological processes. This study evaluated the RNA isolated from human trabecular bone and defined a set of stable reference genes. After pulverization, RNA was extracted with a phenol/chloroform method and then purified using silica columns. The A260/280 ratio, A260/230 ratio, RIN, and ribosomal ratio were measured to evaluate RNA quality and integrity. Moreover, the expression of six candidates was analyzed by qPCR and different algorithms were applied to assess reference gene stability. A good purity and quality of RNA was achieved according to A260/280 and A260/230 ratios, and RIN values. TBP, YWHAZ, and PGK1 were the most stable reference genes that should be used for gene expression analysis. In summary, the method proposed is suitable for gene expression evaluation in human bone and a set of reliable reference genes has been identified.
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Affiliation(s)
- Simona Cepollaro
- Laboratory of Preclinical and Surgical Studies, Rizzoli Orthopedic Institute, Bologna, Italy
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Elena Della Bella
- Laboratory of Preclinical and Surgical Studies, Rizzoli Orthopedic Institute, Bologna, Italy
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Dario de Biase
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Michela Visani
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Milena Fini
- Laboratory of Preclinical and Surgical Studies, Rizzoli Orthopedic Institute, Bologna, Italy
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White K, Yang P, Li L, Farshori A, Medina AE, Zielke HR. Effect of Postmortem Interval and Years in Storage on RNA Quality of Tissue at a Repository of the NIH NeuroBioBank. Biopreserv Biobank 2018; 16:148-157. [PMID: 29498539 PMCID: PMC5906728 DOI: 10.1089/bio.2017.0099] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [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] [Indexed: 12/20/2022] Open
Abstract
Brain tissue from 1068 donors was analyzed for RNA quality as a function of postmortem interval (PMI) and years in storage. Approximately 83% of the cortical and cerebellar samples had an RNA integrity number (RIN) of 6 or greater, indicating their likely suitability for real-time quantitative polymerase chain reaction research. The average RIN value was independent of the PMI, up to at least 36 hours. The RNA quality for specific donated brains could not be predicted based on the PMI. Individual samples with a low PMI could have a poor RIN value, while a sample with a PMI over 36 hours may have a high RIN value. The RIN values for control brain donors, all of whom died suddenly and unexpectedly, were marginally higher than for individuals with clinical brain disorders. Polymerase chain reaction (PCR) analysis of samples confirmed that RIN values were more critical than PMI for determining suitability of tissue for molecular biological studies and samples should be matched by their RIN values rather than PMI. Importantly, PCR analysis established that tissue stored up to 23 years at −80°C yielded high-quality RNA. These results confirm that postmortem human brain tissue collected by brain and tissue banks over decades can serve as high quality material for the study of human disorders.
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Affiliation(s)
- Kimberly White
- 1 Department of Pediatrics, University of Maryland School of Medicine , Baltimore, Maryland
| | - Peixin Yang
- 2 Department of Obstetrics and Gynecology, University of Maryland School of Medicine , Baltimore, Maryland
| | - Ling Li
- 1 Department of Pediatrics, University of Maryland School of Medicine , Baltimore, Maryland.,3 Office of the Chief Medical Examiner, Baltimore, Maryland
| | - Amna Farshori
- 4 Degree Program in Osteopathic Medicine, Edward Via College of Osteopathic Medicine , Blacksburg, Virginia
| | - Alexandre E Medina
- 1 Department of Pediatrics, University of Maryland School of Medicine , Baltimore, Maryland
| | - Horst Ronald Zielke
- 1 Department of Pediatrics, University of Maryland School of Medicine , Baltimore, Maryland
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26
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Jaffe AE, Tao R, Norris AL, Kealhofer M, Nellore A, Shin JH, Kim D, Jia Y, Hyde TM, Kleinman JE, Straub RE, Leek JT, Weinberger DR. qSVA framework for RNA quality correction in differential expression analysis. Proc Natl Acad Sci U S A 2017; 114:7130-5. [PMID: 28634288 DOI: 10.1073/pnas.1617384114] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
RNA sequencing (RNA-seq) is a powerful approach for measuring gene expression levels in cells and tissues, but it relies on high-quality RNA. We demonstrate here that statistical adjustment using existing quality measures largely fails to remove the effects of RNA degradation when RNA quality associates with the outcome of interest. Using RNA-seq data from molecular degradation experiments of human primary tissues, we introduce a method-quality surrogate variable analysis (qSVA)-as a framework for estimating and removing the confounding effect of RNA quality in differential expression analysis. We show that this approach results in greatly improved replication rates (>3×) across two large independent postmortem human brain studies of schizophrenia and also removes potential RNA quality biases in earlier published work that compared expression levels of different brain regions and other diagnostic groups. Our approach can therefore improve the interpretation of differential expression analysis of transcriptomic data from human tissue.
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Farris S, Wang Y, Ward JM, Dudek SM. Optimized Method for Robust Transcriptome Profiling of Minute Tissues Using Laser Capture Microdissection and Low-Input RNA-Seq. Front Mol Neurosci 2017; 10:185. [PMID: 28659759 PMCID: PMC5468370 DOI: 10.3389/fnmol.2017.00185] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [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: 04/07/2017] [Accepted: 05/26/2017] [Indexed: 01/10/2023] Open
Abstract
Obtaining high quality RNA from complex biological tissues, such as the brain, is needed for establishing high-fidelity cell-type specific transcriptomes. Although combining genetic labeling techniques with laser capture microdissection (LCM) is generally sufficient, concerns over RNA degradation and limited yields call into question results of many sequencing studies. Here we set out to address both of these issues by: (1) developing a fluorescence-assisted LCM protocol that yields high quality RNA from fresh-frozen tissues; and (2) determining a suitable RNA-Seq library generation method for limited amounts of RNA (1–5 ng total RNA). The latter focused on comparing commercially available kits able to produce libraries of sufficient concentration and complexity while limiting PCR amplification biases. We find that high quality RNA (RNA integrity number, RIN, >9) of sufficient concentration can be isolated from laser-captured material from thinly-sectioned tissues when digestion time and temperature are minimized. Furthermore, we found that library generation approaches that retain ribosomal RNA (rRNA) through cDNA library generation required fewer cycles of PCR, minimizing bias in the resulting libraries. Lastly, end stage depletion of rRNA prior to sequencing enriches for target RNAs, thereby increasing read depth and level of gene detection while decreasing sequencing costs. Here we describe our protocol for generating robust RNA-Seq libraries from laser-captured tissue and demonstrate that with this method, we obtain samples with RNA quality superior to the current standard in the LCM field, and show that low-input RNA-Seq kits that minimize PCR bias produce high fidelity sequencing metrics with less variability compared to current practices.
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Affiliation(s)
- Shannon Farris
- Neurobiology Laboratory, National Institute of Environmental Health Sciences, National Institutes of HealthResearch Triangle Park, NC, United States
| | - Yu Wang
- Cellular and Molecular Pathology, National Toxicology Program, National Institute of Environmental Health Sciences, National Institutes of HealthResearch Triangle Park, NC, United States
| | - James M Ward
- Integrative Bioinformatics, National Institute of Environmental Health Sciences, National Institutes of HealthResearch Triangle Park, NC, United States
| | - Serena M Dudek
- Neurobiology Laboratory, National Institute of Environmental Health Sciences, National Institutes of HealthResearch Triangle Park, NC, United States
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Yu K, Xing J, Zhang J, Zhao R, Zhang Y, Zhao L. Effect of multiple cycles of freeze-thawing on the RNA quality of lung cancer tissues. Cell Tissue Bank 2017; 18:433-440. [PMID: 28573389 DOI: 10.1007/s10561-016-9600-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 11/07/2016] [Indexed: 11/25/2022]
Abstract
RNA degradation is a major problem in tissue banking. We explored the effect of thawing flash-frozen biospecimens on the quality and integrity of RNA for genetic testing as well as for other cancer research studies. The histological quality of the frozen tumor sections was evaluated by using hematoxylin and eosin staining. RNA extraction from 60 lung cancer tissue samples subjected to various freeze/thaw cycles was performed using the RNeasy Plus isolation kit. RNA integrity was assessed by using an Agilent bioanalyzer to obtain RNA integrity numbers (RIN). Furthermore, RNA from different groups was used for fluorescence Reverse transcription-polymerase chain reaction (RT-PCR) analysis of the echinoderm microtubule-associated protein-like 4 and anaplastic lymphoma kinase (EML4-ALK) fusion gene mutation to verify whether it can be used for research or clinical testing. Highly variable RIN values were observed among the samples, which showed no correlation with the number of freeze/thaw cycles conducted. However, after 3 freeze/thaw cycles (each thaw event lasted for 10 min), an increasing number of changes in peak intensity in RINs were observed. After 5 freeze/thaw cycles, RNA integrity decreased to approximately 35%. After 3 freeze/thaw cycles, the RNA could still be used for RT-PCR analysis of EML4-ALK fusion gene mutations; whereas those subjected to 5 freeze/thaw cycles could not. Limited (<3) freeze/thaw cycles did not adversely affect the quality of RNA extracted from tumor tissues and subsequent RT-PCR analysis. Our data could be utilized in the establishment of a standardized procedure for tissue biospecimen collection and storage.
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Affiliation(s)
- Keke Yu
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
- Department of Biaobank, Shanghai Chest Hospital, Shanghai JiaoTong University, Shanghai, 230000, China
| | - Jie Xing
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
- Department of Biaobank, Shanghai Chest Hospital, Shanghai JiaoTong University, Shanghai, 230000, China
| | - Jie Zhang
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China.
| | - Ruiying Zhao
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
| | - Ye Zhang
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
- Department of Biaobank, Shanghai Chest Hospital, Shanghai JiaoTong University, Shanghai, 230000, China
| | - Lanxiang Zhao
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
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Niehof M, Hildebrandt T, Danov O, Arndt K, Koschmann J, Dahlmann F, Hansen T, Sewald K. RNA isolation from precision-cut lung slices (PCLS) from different species. BMC Res Notes 2017; 10:121. [PMID: 28274266 PMCID: PMC5343379 DOI: 10.1186/s13104-017-2447-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 03/01/2017] [Indexed: 11/10/2022] Open
Abstract
Background Functional 3D organ models such as precision-cut lung slices (PCLS) have recently captured the attention of biomedical research. To enable wider implementation in research and development, these new biologically relevant organ models are being constantly refined. A very important issue is to improve the preparation of high-quality RNA (ribonucleic acid) from PCLS for drug discovery and development of new therapies. Gene expression analysis at different levels is used as an important experimental readout. Genome-wide analysis using microarrays is mostly applied for biomarker selection in disease models or in comprehensive toxicological studies. Specific biomarker testing by reverse transcriptase quantitative polymerase chain reaction (RTqPCR) is often used in efficacy studies. Both applications require high-quality RNA as starting material for the generation of reliable data. Additionally, a small number of slices should be sufficient for satisfactory RNA isolation to allow as many experimental conditions as possible to be covered with a given tissue sample. Unfortunately, the vast amount of agarose in PCLS impedes RNA extraction according to the standard procedures. Results We established an optimized protocol for RNA isolation from PCLS from humans, rats, mice, marmosets, and rhesus macaques based on the separation of lysis and precipitation steps and a magnetic-bead cleanup procedure. The resulting RNA is of high purity and possesses a high degree of integrity. There are no contaminations affecting RTqPCR efficiency or any enzymatic step in sample preparation for microarray analysis. Conclusions In summary, we isolated RNA from PCLS from different species that is well suited for RTqPCR and for microarray analysis as downstream applications.
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Affiliation(s)
- Monika Niehof
- Division of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine ITEM, German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Excellence Cluster REBIRTH, Nikolai-Fuchs-Str. 1, 30625, Hannover, Germany.
| | - Tobias Hildebrandt
- Immunology and Respiratory, Boehringer Ingelheim Pharma GmbH & Co. KG, Ingelheim am Rhein, Germany
| | - Olga Danov
- Division of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine ITEM, German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Excellence Cluster REBIRTH, Nikolai-Fuchs-Str. 1, 30625, Hannover, Germany
| | - Kirsten Arndt
- Immunology and Respiratory, Boehringer Ingelheim Pharma GmbH & Co. KG, Ingelheim am Rhein, Germany
| | | | - Franziska Dahlmann
- Division of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine ITEM, German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Excellence Cluster REBIRTH, Nikolai-Fuchs-Str. 1, 30625, Hannover, Germany.,Pathology Unit, German Primate Center GmbH, Leibniz-Institute for Primate Research, Kellnerweg 4, 37077, Göttingen, Germany
| | - Tanja Hansen
- Division of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine ITEM, German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Excellence Cluster REBIRTH, Nikolai-Fuchs-Str. 1, 30625, Hannover, Germany
| | - Katherina Sewald
- Division of Preclinical Pharmacology and In Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine ITEM, German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Excellence Cluster REBIRTH, Nikolai-Fuchs-Str. 1, 30625, Hannover, Germany
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30
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Tataruch-Weinert D, Musante L, Kretz O, Holthofer H. Urinary extracellular vesicles for RNA extraction: optimization of a protocol devoid of prokaryote contamination. J Extracell Vesicles 2016; 5:30281. [PMID: 27345058 PMCID: PMC4921785 DOI: 10.3402/jev.v5.30281] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 05/17/2016] [Accepted: 05/17/2016] [Indexed: 12/20/2022] Open
Abstract
Background Urinary extracellular vesicles (UEVs) represent an ideal platform for biomarker discovery. They carry different types of RNA species, and reported profile discrepancies related to the presence/absence of 18s and 28s rRNA remain controversial. Moreover, sufficient urinary RNA yields and respective quality RNA profiles are still to be fully established. Methods UEVs were enriched by hydrostatic filtration dialysis, and RNA content was extracted using 7 different commercially available techniques. RNA quantity was assessed using spectrophotometry and fluorometry, whilst RNA quality was determined by capillary electrophoresis. Results The presence of prokaryotic transcriptome was stressed when cellular RNA, as a control, was spiked into the UEVs samples before RNA extraction. The presence of bacteria in hydrostatic filtration dialysis above 1,000 kDa molecular weight cut-off and in crude urine was confirmed with growth media plates. The efficiency in removing urinary bacteria was evaluated by differential centrifugation, filtration (0.22 µm filters) and chemical pretreatment (water purification tablet). For volumes of urine >200 ml, the chemical treatment provides ease of handling without affecting vesicle integrity, protein and RNA profiles. This protocol was selected to enrich RNA with 7 methods, and its respective quality and quantity were assessed. The results were given as follows: (a) Fluorometry gave more repeatability and reproducibility than spectrophotometry to assess the RNA yields, (b) UEVs were enriched with small RNA, (c) Ribosomal RNA peaks were not observed for any RNA extraction method used and (d) RNA yield was higher for column-based method designed for urinary exosome, whilst the highest relative microRNA presence was obtained using TRIzol method. Conclusion Our results show that the presence of bacteria can lead to misidentification in the electrophoresis peaks. Fluorometry is more reliable than spectrophotometry. RNA isolation method must be selected in conjunction with appropriate UEV collection procedure. We also suggested that a minimum 250 ml of urine should be processed to gather enough RNA for robust quantification, qualification and downstream analysis.
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Affiliation(s)
| | - Luca Musante
- Centre for BioAnalytical Sciences (CBAS), Dublin City University, Dublin, Ireland
| | - Oliver Kretz
- Huber Lab - Clinical Research Center, Renal Division-Department of Medicine, University Medical Center, Freiburg, Germany.,Department of Neuroanatomy, University of Freiburg, Freiburg, Germany
| | - Harry Holthofer
- Centre for BioAnalytical Sciences (CBAS), Dublin City University, Dublin, Ireland.,Huber Lab - Clinical Research Center, Renal Division-Department of Medicine, University Medical Center, Freiburg, Germany;
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31
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Pop LA, Pileczki V, Cojocneanu-Petric RM, Petrut B, Braicu C, Jurj AM, Buiga R, Achimas-Cadariu P, Berindan-Neagoe I. Normalization of gene expression measurement of tissue samples obtained by transurethral resection of bladder tumors. Onco Targets Ther 2016; 9:3369-80. [PMID: 27330317 PMCID: PMC4898429 DOI: 10.2147/ott.s97519] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Background Sample processing is a crucial step for all types of genomic studies. A major challenge for researchers is to understand and predict how RNA quality affects the identification of transcriptional differences (by introducing either false-positive or false-negative errors). Nanotechnologies help improve the quality and quantity control for gene expression studies. Patients and methods The study was performed on 14 tumor and matched normal pairs of tissue from patients with bladder urothelial carcinomas. We assessed the RNA quantity by using the NanoDrop spectrophotometer and the quality by nano-microfluidic capillary electrophoresis technology provided by Agilent 2100 Bioanalyzer. We evaluated the amplification status of three housekeeping genes and one small nuclear RNA gene using the ViiA 7 platform, with specific primers. Results Every step of the sample handling protocol, which begins with sample harvest and ends with the data analysis, is of utmost importance due to the fact that it is time consuming, labor intensive, and highly expensive. High temperature of the surgical procedure does not affect the small nucleic acid sequences in comparison with the mRNA. Conclusion Gene expression is clearly affected by the RNA quality, but less affected in the case of small nuclear RNAs. We proved that the high-temperature, highly invasive transurethral resection of bladder tumor procedure damages the tissue and affects the integrity of the RNA from biological specimens.
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Affiliation(s)
- Laura A Pop
- The Research Center for Functional Genomics, Biomedicine and Translational Medicine, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania
| | - Valentina Pileczki
- The Research Center for Functional Genomics, Biomedicine and Translational Medicine, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania; Department of Analytical Chemistry, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania
| | - Roxana M Cojocneanu-Petric
- The Research Center for Functional Genomics, Biomedicine and Translational Medicine, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania
| | - Bogdan Petrut
- Department of Surgery II - Urology, The Oncology Institute "Prof Dr Ion Chiricuţă", Cluj-Napoca, Cluj, Romania; Department of Urology, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania
| | - Cornelia Braicu
- The Research Center for Functional Genomics, Biomedicine and Translational Medicine, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania
| | - Ancuta M Jurj
- The Research Center for Functional Genomics, Biomedicine and Translational Medicine, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania
| | - Rares Buiga
- Department of Pathology, The Oncology Institute "Prof. Dr Ion Chiricuţă", Cluj-Napoca, Cluj, Romania
| | - Patriciu Achimas-Cadariu
- Department of Surgery, The Oncology Institute "Prof Dr Ion Chiricuţă", Cluj-Napoca, Cluj, Romania; Department of Surgical Oncology and Gynecological Oncology, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania
| | - Ioana Berindan-Neagoe
- The Research Center for Functional Genomics, Biomedicine and Translational Medicine, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Cluj, Romania; Department of Functional Genomics and Experimental Pathology, The Oncology Institute "Prof Dr Ion Chiricuţă", Cluj-Napoca, Cluj, Romania
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Björkman J, Švec D, Lott E, Kubista M, Sjöback R. Differential amplicons (ΔAmp)-a new molecular method to assess RNA integrity. Biomol Detect Quantif 2015; 6:4-12. [PMID: 27077042 PMCID: PMC4822209 DOI: 10.1016/j.bdq.2015.09.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 08/26/2015] [Accepted: 09/08/2015] [Indexed: 11/25/2022]
Abstract
Integrity of the mRNA in clinical samples has major impact on the quality of measured expression levels. This is independent of the measurement technique being next generation sequencing (NGS), Quantitative real-time PCR (qPCR) or microarray profiling. If mRNA is highly degraded or damaged, measured data will be very unreliable and the whole study is likely a waste of time and money. It is therefore common strategy to test the quality of RNA in samples before conducting large and costly studies. Most methods today to assess the quality of RNA are ignorant to the nature of the RNA and, therefore, reflect the integrity of ribosomal RNA, which is the dominant species, rather than of mRNAs, microRNAs and long non-coding RNAs, which usually are the species of interest. Here, we present a novel molecular approach to assess the quality of the targeted RNA species by measuring the differential amplification (ΔAmp) of an Endogenous RNase Resistant (ERR) marker relative to a reference gene, optionally combined with the measurement of two amplicons of different lengths. The combination reveals any mRNA degradation caused by ribonucleases as well as physical, chemical or UV damage. ΔAmp has superior sensitivity to common microfluidic electrophoretic methods, senses the integrity of the actual targeted RNA species, and allows for a smoother and more cost efficient workflow.
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Affiliation(s)
| | - D Švec
- TATAA Biocenter AB, Gothenburg, Sweden; Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, Prague, Czech Republic
| | - E Lott
- TATAA Biocenter AB, Gothenburg, Sweden
| | - M Kubista
- TATAA Biocenter AB, Gothenburg, Sweden; Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, Prague, Czech Republic
| | - R Sjöback
- TATAA Biocenter AB, Gothenburg, Sweden
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Sidova M, Tomankova S, Abaffy P, Kubista M, Sindelka R. Effects of post-mortem and physical degradation on RNA integrity and quality. Biomol Detect Quantif 2015; 5:3-9. [PMID: 27077037 PMCID: PMC4822212 DOI: 10.1016/j.bdq.2015.08.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2015] [Revised: 08/10/2015] [Accepted: 08/11/2015] [Indexed: 01/06/2023]
Abstract
The precision and reliability of quantitative nucleic acid analysis depends on the quality of the sample analyzed and the integrity of the nucleic acids. The integrity of RNA is currently primarily assessed by the analysis of ribosomal RNA, which is the by far dominant species. The extrapolation of these results to mRNAs and microRNAs, which are structurally quite different, is questionable. Here we show that ribosomal and some nucleolar and mitochondrial RNAs, are highly resistant to naturally occurring post-mortem degradation, while mRNAs, although showing substantial internal variability, are generally much more prone to nucleolytic degradation. In contrast, all types of RNA show the same sensitivity to heat. Using qPCR assays targeting different regions of mRNA molecules, we find no support for 5' or 3' preferentiality upon post-mortem degradation.
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Affiliation(s)
- Monika Sidova
- Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague, Czech Republic
- Charles University in Prague, Faculty of Science, Department of Cell Biology, Vinicna 7, 128 43, Prague, Czech Republic
| | - Silvie Tomankova
- Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague, Czech Republic
| | - Pavel Abaffy
- Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague, Czech Republic
| | - Mikael Kubista
- Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague, Czech Republic
- TATAA Biocenter AB, Odinsgatan 28, 411 03 Göteborg, Sweden
| | - Radek Sindelka
- Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague, Czech Republic
- Corresponding author. Fax: +420 241 063 610.
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Watanabe T, Kato A, Terashima H, Matsubara K, Chen YJ, Adachi K, Mizuno H, Suzuki M. The PFA-AMeX method achieves a good balance between the morphology of tissues and the quality of RNA content in DNA microarray analysis with laser-capture microdissection samples. J Toxicol Pathol 2015; 28:43-9. [PMID: 26023261 PMCID: PMC4337499 DOI: 10.1293/tox.2014-0045] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 11/14/2014] [Indexed: 01/18/2023] Open
Abstract
Recently, large-scale gene expression profiling is often performed using RNA extracted from unfixed frozen or formalin-fixed paraffin embedded (FFPE) samples. However, both types of samples have drawbacks in terms of the morphological preservation and RNA quality. In the present study, we investigated 30 human prostate tissues using the PFA-AMeX method (fixation using paraformaldehyde (PFA) followed by embedding in paraffin by AMeX) with a DNA microarray combined with laser-capture microdissection. Morphologically, in contrast to the case of atypical adenomatous hyperplasia, loss of basal cells in prostate adenocarcinomas was as obvious in PFA-AMeX samples as in FFPE samples. As for quality, the loss of rRNA peaks 18S and 28S on the capillary electropherograms from both FFPE and PFA-AMeX samples showed that the RNA was degraded equally during processing. However, qRT-PCR with 3' and 5' primer sets designed against human beta-actin revealed that, although RNA degradation occurred in both methods, it occurred more mildly in the PFA-AMeX samples. In conclusion, the PFA-AMeX method is good with respect to morphology and RNA quality, which makes it a promising tool for DNA microarrays combined with laser-capture microdissection, and if the appropriate RNA quality criteria are used, the capture of credible GeneChip data is well over 80% efficient, at least in human prostate specimens.
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Affiliation(s)
- Takeshi Watanabe
- Chugai Research Institute for Medical Science Inc., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
| | - Atsuhiko Kato
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
| | - Hiromichi Terashima
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
| | - Koichi Matsubara
- PharmaLogicals Research, Pte. Ltd., 11 Biopolis Way, #05-08/09 Helios, 138667, Singapore
- Chugai Pharmabody Research Pte. Ltd., 3 Biopolis Drive, #04-11 to 17 Synapse, 138623, Singapore
| | - Yu Jau Chen
- PharmaLogicals Research, Pte. Ltd., 11 Biopolis Way, #05-08/09 Helios, 138667, Singapore
- Chugai Pharmabody Research Pte. Ltd., 3 Biopolis Drive, #04-11 to 17 Synapse, 138623, Singapore
| | - Kenji Adachi
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
| | - Hideaki Mizuno
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
| | - Masami Suzuki
- Research Division, Chugai Pharmaceutical Co., Ltd., 1-135 Komakado, Gotemba-shi, Shizuoka 412-8513, Japan
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Vrtačnik P, Kos Š, Bustin SA, Marc J, Ostanek B. Influence of trypsinization and alternative procedures for cell preparation before RNA extraction on RNA integrity. Anal Biochem 2014; 463:38-44. [PMID: 24983903 DOI: 10.1016/j.ab.2014.06.017] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2014] [Revised: 06/18/2014] [Accepted: 06/19/2014] [Indexed: 10/25/2022]
Abstract
The accuracy of techniques such as microarrays, reverse transcription polymerase chain reaction, and whole transcriptome shotgun sequencing is critically dependent on RNA quality. We have repeatedly observed extensive RNA degradation following trypsinization, a routine procedure used to dissociate adherent tissue culture cells prior to RNA extraction. This study investigated the cause of this degradation and identifies an alternative procedure that enables extraction of intact high-quality RNA. Trypsinization and several alternative procedures were used to dissociate a range of different cell lines prior to RNA extraction. The contribution of exogenous ribonucleases or induction of endogenous ribonucleases by trypsin reagent proteases to RNA degradation was examined. Trypsinization resulted in a complete degradation of RNA regardless of cell line type, differentiation stage, or passage number. This occurred when intact RNA was incubated directly with trypsin and was not suppressed by inhibiting trypsin's protease activity. Prevention of degradation by sodium hypochlorite treatment of trypsin reagent identified the presence of ribonucleases in trypsin derived from animal pancreas. Consistent extraction of high-quality RNA requires the use of direct cell lysis with a phenol guanidine-based reagent or an animal origin-free protease-based dissociation agent if enzymatic detachment prior to RNA extraction cannot be avoided.
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Affiliation(s)
- Peter Vrtačnik
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Ljubljana 1000, Slovenia
| | - Špela Kos
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Ljubljana 1000, Slovenia
| | - Stephen A Bustin
- Postgraduate Medical Institute, Anglia Ruskin University, Chelmsford CM1 1SQ, UK
| | - Janja Marc
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Ljubljana 1000, Slovenia
| | - Barbara Ostanek
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Ljubljana 1000, Slovenia.
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He Z, Cui L, He B, Ferguson SA, Paule MG. A common genetic mechanism underlying susceptibility to posttraumatic stress disorder. World J Neurol 2013; 3:14-24. [DOI: 10.5316/wjn.v3.i3.14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2013] [Revised: 07/27/2013] [Accepted: 08/20/2013] [Indexed: 02/06/2023] Open
Abstract
We hypothesize that susceptibility to post-traumatic stress disorder (PTSD) may be determined in part by aberrant microtubule-associated protein tau expression in neurons of critical brain structures. The following lines of evidence support this hypothesis. First, epidemiologic data suggest the involvement of genetic factors in the susceptibility to PTSD. Second, the common features of both abnormal tau expression and PTSD include amygdalar and hippocampal atrophy, upregulation of norepinephrine biosynthetic capacity in the surviving locus coeruleus neurons and dysfunction of N-methyl-D-aspartate-receptors. Finally, our experiments using rTg4510 mice, a model that over-expresses human mutant tau and develops age-dependent tauopathy, demonstrate that these animals display circling behavior thought to be related to states of anxiety. To detect the potential molecular mechanisms underlying PTSD episodes, laser-assisted/capture microdissection can be used with microarray analysis as an alternative approach to identify changes in gene expression in excitatory and/or inhibitory neurons in critical brain structures (i.e., hippocampus and amygdala) in response to the onset of PTSD.
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Walter RF, Mairinger FD, Wohlschlaeger J, Worm K, Ting S, Vollbrecht C, Schmid KW, Hager T. FFPE tissue as a feasible source for gene expression analysis--a comparison of three reference genes and one tumor marker. Pathol Res Pract 2013; 209:784-9. [PMID: 24156825 DOI: 10.1016/j.prp.2013.09.007] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Revised: 09/05/2013] [Accepted: 09/19/2013] [Indexed: 01/09/2023]
Abstract
BACKGROUND Formalin-fixation, paraffin-embedding is the standard processing technique for tumor tissue in modern pathology. New techniques such as cryo-conservation allow rapid fixation and long-time storage but come along with increased costs and enlarged storage complexity. However, formalin-fixed, paraffin-embedded (FFPE) tissue is available in a large quantity, making it the ideal material for retrospective studies. The following study was designed to investigate the influence of formalin-fixation on the quality of mRNA and applicability of FFPE-derived mRNA for gene expression analysis. Three potential reference genes for pulmonary tumors with neuroendocrine differentiation were included and tested for their robust expression. MATERIALS AND METHODS Eighty specimens collected from 2005 to 2012 at the Institute of Pathology and Neuropathology at the University Hospital Essen were analyzed for their gene expression by using TaqMan(®) gene expression assays on demand (AoD). Three distinct potential reference genes (ACTB, GAPDH, HPRT1) were evaluated for their expression, and a proteasome subunit (PSMA1) was included in the analysis as tumor marker and functioned as an internal technical control. CONCLUSION For GAPDH and ACTB, a highly significant correlation and consistent expression between the investigated entities was found, making them reliable reference genes for further research. Additionally, the feasibility for a FFPE tissue-based gene expression analysis was verified by showing that the mRNA quality is sufficient. When standardized FFPE preparation is performed carefully, sufficient mRNA can be isolated for reliable and successful gene expression analysis. That provides the basis the door for large, retrospective studies that correlate molecular and clinical follow-up data.
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Edelmann FT, Niedner A, Niessing D. Production of pure and functional RNA for in vitro reconstitution experiments. Methods 2014; 65:333-41. [PMID: 24021718 DOI: 10.1016/j.ymeth.2013.08.034] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Revised: 08/30/2013] [Accepted: 08/31/2013] [Indexed: 11/22/2022] Open
Abstract
Reconstitution of protein complexes has been a valuable tool to test molecular functions and to interpret in vivo observations. In recent years, a large number of RNA-protein complexes has been identified to regulate gene expression and to be important for a range of cellular functions. In contrast to protein complexes, in vitro analyses of RNA-protein complexes are hampered by the fact that recombinant expression and purification of RNA molecules is more difficult and less well established than for proteins. Here we review the current state of technology available for in vitro experiments with RNAs. We outline the possibilities to produce and purify large amounts of homogenous RNA and to perform the required quality controls. RNA-specific problems such as degradation, 5' and 3' end heterogeneity, co-existence of different folding states, and prerequisites for reconstituting RNAs with recombinantly expressed proteins are discussed. Additionally a number of techniques for the characterization of direct and indirect RNA-protein interactions are explained.
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Carvalhais V, Delgado-Rastrollo M, Melo LDR, Cerca N. Controlled RNA contamination and degradation and its impact on qPCR gene expression in S. epidermidis biofilms. J Microbiol Methods 2013; 95:195-200. [PMID: 23999274 DOI: 10.1016/j.mimet.2013.08.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2013] [Revised: 08/14/2013] [Accepted: 08/14/2013] [Indexed: 10/26/2022]
Abstract
RNA quality is of utmost importance to perform gene expression quantification by qPCR. The classical methods used to determine RNA quality are based on electrophoresis and spectrophotometer assessment, namely A(260)/A(280) and A(260)/A(230) ratios. It was previously shown that due to the complex nature of Staphylococcus epidermidis biofilms, RNA extraction procedures could impact mRNA quality and thus accurate quantification. Herein, we contaminated and degraded RNA extracted from S. epidermidis biofilms, and assessed the effect on gene expression by qPCR. As expected, thermal degradation of RNA had a significant impact on gene expression on two out of the three tested genes. On the other hand, the contamination of the extracted RNA yielded an interesting result: while most contaminants did not changed the purity indicators or the integrity of RNA, significant changes on gene expression levels were found. This work confirms that poor RNA extraction has an important impact in qPCR quantification, emphasizing the consequences of carry-over contaminants on gene expression studies. Additionally, our results show that the parameters commonly used to assess the quality of extracted RNA from bacterial cultures seem to be insufficient to ensure reliable gene expression determination.
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Affiliation(s)
- Virginia Carvalhais
- IBB - Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, University of Minho, Braga, Portugal
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Abstract
Advanced molecular biology techniques are currently used to develop new effective strategies against fasciolosis. Assessment of the quality of extracted total RNA is an important step prior to commencing many molecular biology methods such as transcriptomics. However, RNA quality assessment is complicated for some organisms, including Fasciola hepatica, by the absence of a 28S rRNA peak/band, when assessed with modern protocols. In this study, electrophoretic profiles of F. hepatica ribosomal RNAs were evaluated using microfluidics capillary based and conventional non-denaturing gel electrophoresis methods. An important modification to recommended protocols, the exclusion of heat-denaturation step, in the microfluidics capillary based electrophoresis is critical to visualise the expected 28S rRNA and obtain an RNA integrity number (RIN). The intensity of the 28S rRNA band is reduced by the effect of non-denaturing gel electrophoresis.
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Affiliation(s)
- Orçun Haçarız
- TÜBİTAK Marmara Research Center, Genetic Engineering and Biotechnology Institute, P.O. Box 21, 41470 Gebze, Kocaeli, Turkey.
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