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Salgkamis D, Sifakis EG, Agartz S, Wirta V, Hartman J, Bergh J, Foukakis T, Matikas A, Zerdes I. Systematic review and feasibility study on pre-analytical factors and genomic analyses on archival formalin-fixed paraffin-embedded breast cancer tissue. Sci Rep 2024; 14:18275. [PMID: 39107471 PMCID: PMC11303707 DOI: 10.1038/s41598-024-69285-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 08/02/2024] [Indexed: 08/10/2024] Open
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissue represents a valuable source for translational cancer research. However, the widespread application of various downstream methods remains challenging. Here, we aimed to assess the feasibility of a genomic and gene expression analysis workflow using FFPE breast cancer (BC) tissue. We conducted a systematic literature review for the assessment of concordance between FFPE and fresh-frozen matched tissue samples derived from patients with BC for DNA and RNA downstream applications. The analytical performance of three different nucleic acid extraction kits on FFPE BC clinical samples was compared. We also applied a newly developed targeted DNA Next-Generation Sequencing (NGS) 370-gene panel and the nCounter BC360® platform on simultaneously extracted DNA and RNA, respectively, using FFPE tissue from a phase II clinical trial. Of the 3701 initial search results, 40 articles were included in the systematic review. High degree of concordance was observed in various downstream application platforms. Moreover, the performance of simultaneous DNA/RNA extraction kit was demonstrated with targeted DNA NGS and gene expression profiling. Exclusion of variants below 5% variant allele frequency was essential to overcome FFPE-induced artefacts. Targeted genomic analyses were feasible in simultaneously extracted DNA/RNA from FFPE material, providing insights for their implementation in clinical trials/cohorts.
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Affiliation(s)
| | | | - Susanne Agartz
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Valtteri Wirta
- Department of Microbiology, Tumor and Cell Biology, Clinical Genomics Stockholm, Science for Life Laboratory, Karolinska Institutet, Stockholm, Sweden
| | - Johan Hartman
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Jonas Bergh
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Theodoros Foukakis
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Alexios Matikas
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Ioannis Zerdes
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
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2
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Pruszkowska-Przybylska P, Dupont ME, Jacobsen SB, Smerup M, Tfelt-Hansen J, Morling N, Andersen JD. Evaluation of DNAmAge in paired fresh, frozen, and formalin-fixed paraffin-embedded heart tissues. PLoS One 2024; 19:e0299557. [PMID: 38718072 PMCID: PMC11078437 DOI: 10.1371/journal.pone.0299557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 02/12/2024] [Indexed: 05/12/2024] Open
Abstract
The continued development in methylome analysis has enabled a more precise assessment of DNA methylation, but treatment of target tissue prior to analysis may affect DNA analysis. Prediction of age based on methylation levels in the genome (DNAmAge) has gained much interest in disease predisposition (biological age estimation), but also in chronological donor age estimation in crime case samples. Various epigenetic clocks were designed to predict the age. However, it remains unknown how the storage of the tissues affects the DNAmAge estimation. In this study, we investigated the storage method impact of DNAmAge by the comparing the DNAmAge of the two commonly used storage methods, freezing and formalin-fixation and paraffin-embedding (FFPE) to DNAmAge of fresh tissue. This was carried out by comparing paired heart tissue samples of fresh tissue, samples stored by freezing and FFPE to chronological age and whole blood samples from the same individuals. Illumina EPIC beadchip array was used for methylation analysis and the DNAmAge was evaluated with the following epigenetic clocks: Horvath, Hannum, Levine, Horvath skin+blood clock (Horvath2), PedBE, Wu, BLUP, EN, and TL. We observed differences in DNAmAge among the storage conditions. FFPE samples showed a lower DNAmAge compared to that of frozen and fresh samples. Additionally, the DNAmAge of the heart tissue was lower than that of the whole blood and the chronological age. This highlights caution when evaluating DNAmAge for FFPE samples as the results were underestimated compared with fresh and frozen tissue samples. Furthermore, the study also emphasizes the need for a DNAmAge model based on heart tissue samples for an accurate age estimation.
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Affiliation(s)
| | - Mikkel Eriksen Dupont
- Section of Forensic Genetics, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Stine Bøttcher Jacobsen
- Section of Forensic Genetics, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Morten Smerup
- Department of Cardiothoracic Surgery, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jacob Tfelt-Hansen
- Section of Forensic Genetics, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Niels Morling
- Section of Forensic Genetics, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jeppe Dyrberg Andersen
- Section of Forensic Genetics, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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3
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Grignani P, Visonà SD, Fronda MV, Borrelli P, Monti MC, Bertoglio B, Conti A, Fattorini P, Previderè C. The role of single nucleotide polymorphisms related to iron homeostasis in mesothelioma susceptibility after asbestos exposure: a genetic study on autoptic samples. Front Public Health 2023; 11:1236558. [PMID: 37942251 PMCID: PMC10628177 DOI: 10.3389/fpubh.2023.1236558] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 10/06/2023] [Indexed: 11/10/2023] Open
Abstract
Asbestos-related diseases still represent a major public health problem all over the world. Among them, malignant mesothelioma (MM) is a poor-prognosis cancer, arising from the serosal lining of the pleura, pericardium and peritoneum, triggered by asbestos exposure. Literature data suggest the key role of iron metabolism in the coating process leading to the formation of asbestos bodies, considered to be both protective and harmful. Two sample sets of individuals were taken into consideration, both residing in Broni or neighboring cities (Northwestern Italy) where an asbestos cement factory was active between 1932 and 1993. The present study aims to compare the frequency of six SNPs involved in iron trafficking, previously found to be related to protection/predisposition to MM after asbestos exposure, between 48 male subjects with documented asbestos exposure who died of MM and 48 male subjects who were exposed to asbestos but did not develop MM or other neoplastic respiratory diseases (Non-Mesothelioma Asbestos Exposed - NMAE). The same analysis was performed on 76 healthy male controls. The allelic and genotypic frequencies of a sub-group of 107 healthy Italian individuals contained in the 1000 genomes database were considered for comparison. PCR-multiplex amplification followed by SNaPshot mini-sequencing reaction was used. The findings presented in this study show that the allelic and genotypic frequencies for six SNP markers involved in iron metabolism/homeostasis and the modulation of tumor microenvironment are not significantly different between the two sample sets of MM and NMAE. Therefore, the SNPs here considered do not seem to be useful markers for individual susceptibility to mesothelioma. This finding is not in agreement with previous literature.
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Affiliation(s)
- Pierangela Grignani
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Silvia Damiana Visonà
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Maria Vittoria Fronda
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Paola Borrelli
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
- Laboratory of Biostatistics, Department of Medical, Oral and Biotechnological Sciences, G. d’Annunzio, University of Chieti, Chieti, Italy
| | - Maria Cristina Monti
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Barbara Bertoglio
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Adelaide Conti
- Department of Medical and Surgical Specialities, Radiological Sciences and Public Health, Forensic Medicine Unit, ASST Spedali Civili of Brescia, Brescia, Italy
| | - Paolo Fattorini
- Department of Medicine, Surgery and Health, University of Trieste, Ospedale di Cattinara, Trieste, Italy
| | - Carlo Previderè
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
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Griffin CP, Paul CL, Alexander KL, Walker MM, Hondermarck H, Lynam J. Postmortem brain donations vs premortem surgical resections for glioblastoma research: viewing the matter as a whole. Neurooncol Adv 2022; 4:vdab168. [PMID: 35047819 PMCID: PMC8760897 DOI: 10.1093/noajnl/vdab168] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
There have been limited improvements in diagnosis, treatment, and outcomes of primary brain cancers, including glioblastoma, over the past 10 years. This is largely attributable to persistent deficits in understanding brain tumor biology and pathogenesis due to a lack of high-quality biological research specimens. Traditional, premortem, surgical biopsy samples do not allow full characterization of the spatial and temporal heterogeneity of glioblastoma, nor capture end-stage disease to allow full evaluation of the evolutionary and mutational processes that lead to treatment resistance and recurrence. Furthermore, the necessity of ensuring sufficient viable tissue is available for histopathological diagnosis, while minimizing surgically induced functional deficit, leaves minimal tissue for research purposes and results in formalin fixation of most surgical specimens. Postmortem brain donation programs are rapidly gaining support due to their unique ability to address the limitations associated with surgical tissue sampling. Collecting, processing, and preserving tissue samples intended solely for research provides both a spatial and temporal view of tumor heterogeneity as well as the opportunity to fully characterize end-stage disease from histological and molecular standpoints. This review explores the limitations of traditional sample collection and the opportunities afforded by postmortem brain donations for future neurobiological cancer research.
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Affiliation(s)
- Cassandra P Griffin
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Biobank: NSW Regional Biospecimen and Research Services, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Christine L Paul
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
- Priority Research Centre Cancer Research, Innovation and Translation, University of Newcastle, New South Wales, Australia
- Priority Research Centre Health Behaviour, University of Newcastle, New South Wales, Australia
| | - Kimberley L Alexander
- Neurosurgery Department, Chris O’Brien Lifehouse, Camperdown, New South Wales, Australia
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, New South Wales, Australia
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Marjorie M Walker
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Hubert Hondermarck
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, New South Wales, Australia
| | - James Lynam
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Department of Medical Oncology, Calvary Mater, Newcastle, New South Wales, Australia
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5
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Agrawal L, Engel KB, Greytak SR, Moore HM. Understanding preanalytical variables and their effects on clinical biomarkers of oncology and immunotherapy. Semin Cancer Biol 2017; 52:26-38. [PMID: 29258857 DOI: 10.1016/j.semcancer.2017.12.008] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 12/07/2017] [Accepted: 12/13/2017] [Indexed: 12/20/2022]
Abstract
Identifying a suitable course of immunotherapy treatment for a given patient as well as monitoring treatment response is heavily reliant on biomarkers detected and quantified in blood and tissue biospecimens. Suboptimal or variable biospecimen collection, processing, and storage practices have the potential to alter clinically relevant biomarkers, including those used in cancer immunotherapy. In the present review, we summarize effects reported for immunologically relevant biomarkers and highlight preanalytical factors associated with specific analytical platforms and assays used to predict and gauge immunotherapy response. Given that many of the effects introduced by preanalytical variability are gene-, transcript-, and protein-specific, biospecimen practices should be standardized and validated for each biomarker and assay to ensure accurate results and facilitate clinical implementation of newly identified immunotherapy approaches.
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Affiliation(s)
- Lokesh Agrawal
- Biorepositories and Biospecimen Research Branch (BBRB), Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, 9609 Medical Center Drive, Bethesda, Maryland, USA
| | | | | | - Helen M Moore
- Biorepositories and Biospecimen Research Branch (BBRB), Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, 9609 Medical Center Drive, Bethesda, Maryland, USA.
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6
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Watanabe M, Hashida S, Yamamoto H, Matsubara T, Ohtsuka T, Suzawa K, Maki Y, Soh J, Asano H, Tsukuda K, Toyooka S, Miyoshi S. Estimation of age-related DNA degradation from formalin-fixed and paraffin-embedded tissue according to the extraction methods. Exp Ther Med 2017; 14:2683-2688. [PMID: 28962212 DOI: 10.3892/etm.2017.4797] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 02/14/2017] [Indexed: 12/12/2022] Open
Abstract
Techniques for the extraction and use of nucleic acids from formalin-fixed and paraffin-embedded (FFPE) tissues, preserved over long time periods in libraries, have been developed. However, DNA extracted from FFPE tissues is generally damaged, and long-term storage may affect DNA quality. Therefore, it is important to elucidate the effect of long-term storage on FFPE tissues and evaluate the techniques used to extract DNA from them. In the present study, the yield, purity, and integrity of DNA in FFPE tissue samples was evaluated. Two DNA extraction techniques were used: A silica-binding DNA collection method using QIAamp DNA FFPE Tissue kit (QIA) and a total tissue DNA collection method using a WaxFree DNA extraction kit (WAX). A total of 25 FFPE tissues from lung adenocarcinomas were studied, which had been surgically resected and fixed at Okayama University Hospital prior to examination and subsequent storage at room temperature for 0.5, 3, 6, 9 and 12 years. Extracted DNA was quantified using ultraviolet absorbance, fluorescent dye, and quantitative polymerase chain reaction (qPCR). The quality of the DNA was defined by the absorbance ratio of 260 to 280 nm (A260/280) and Q-score, which is the quantitative value of qPCR product size ratio. The results demonstrated that the yield of total DNA extracted using WAX was significantly greater than when QIA was used (P<0.01); however, DNA extracted using WAX included more contaminants and was significantly more fragmented compared with DNA extracted using QIA (P<0.01). Aging had no significant effect on absolute DNA yield or DNA purity, although it did significantly contribute to increased DNA degradation for both QIA and WAX extraction (QIA P=0.02, WAX P=0.03; 0.5 years vs. 3 years, QIA P<0.01, WAX P=0.03; 9 years vs. 12 years). Both extraction methods are viable depending on whether high yield or high quality of extracted DNA is required. However, due to the increased degradation with age, storage time limits the available DNA in FFPE tissues regardless of the extraction method.
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Affiliation(s)
- Mototsugu Watanabe
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Shinsuke Hashida
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan.,Department of Clinical Genomic Medicine, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Hiromasa Yamamoto
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Takehiro Matsubara
- Okayama University Hospital Biobank, Okayama University Hospital, Okayama 700-8558, Japan
| | - Tomoaki Ohtsuka
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Ken Suzawa
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Yuho Maki
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Junichi Soh
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Hiroaki Asano
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Kazunori Tsukuda
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Shinichi Toyooka
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan.,Department of Clinical Genomic Medicine, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Shinichiro Miyoshi
- Department of Thoracic, Breast and Endocrine Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
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7
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Iddawela M, Rueda OM, Klarqvist M, Graf S, Earl HM, Caldas C. Reliable gene expression profiling of formalin-fixed paraffin-embedded breast cancer tissue (FFPE) using cDNA-mediated annealing, extension, selection, and ligation whole-genome (DASL WG) assay. BMC Med Genomics 2016; 9:54. [PMID: 27542606 PMCID: PMC4992321 DOI: 10.1186/s12920-016-0215-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 08/05/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The difficulties in using formalin-fixed and paraffin-embedded (FFPE) tumour specimens for molecular marker studies have hampered progress in translational cancer research. The cDNA-mediated, annealing, selection, extension, and ligation (DASL) assay is a platform for gene expression profiling from FFPE tissue and hence could allow analysis of large collections of tissue with associated clinical data from existing archives, therefore facilitating the development of novel biomarkers. METHOD RNA isolated from matched fresh frozen (FF) and FFPE cancer specimens was profiled using both the DASL whole-genome (WG) platform, and Illumina BeadArray's, and results were compared. Samples utilized were obtained from the breast cancer tumour bank held at the Cambridge University Hospitals NHS Foundation Trust. RESULTS The number of reliably detected probes was comparable between the DASL and BeadArray platforms, indicating that the source of RNA did not result in a significant difference in the detection rates (Mean probes- 17114 in FFPE & 17400 in FF). There was a significant degree of correlation between replicates within the FF and FFPE sample sets (r (2) = 0.96-0.98) as well as between the two platforms (DASL vs. BeadArray r (2) = range 0.83-0.89). Hierarchical clustering using the most informative probes showed that replicate and matched samples were grouped into the same sub-cluster, regardless of whether RNA was derived from FF or FFPE tissue. CONCLUSION Both FF and FFPE material generated reproducible gene expression profiles, although there was more noise in profiles from FFPE specimens. We have shown that the DASL WG platform is suitable for profiling formalin-fixed paraffin-embedded samples, but robust bioinformatics analysis is required.
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Affiliation(s)
- Mahesh Iddawela
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE UK
- Department of Oncology, Addenbrooke’s Hospital, University of Cambridge, Hills Road, Cambridge, CB1 9RN UK
- Cambridge Breast Unit, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- NIHR Cambridge Biomedical Research Centre and Cambridge Experimental Cancer Medicine Centre, Cambridge, UK
- Department of Anatomy and Developmental Biology, Monash University, Clayton, Victoria 3800 Australia
- School of Clinical Sciences, Monash University, Clayton, Victoria Australia
| | - Oscar M. Rueda
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE UK
| | - Marcus Klarqvist
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE UK
| | - Stefan Graf
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE UK
| | - Helena M. Earl
- Department of Oncology, Addenbrooke’s Hospital, University of Cambridge, Hills Road, Cambridge, CB1 9RN UK
- Cambridge Breast Unit, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- NIHR Cambridge Biomedical Research Centre and Cambridge Experimental Cancer Medicine Centre, Cambridge, UK
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE UK
- Department of Oncology, Addenbrooke’s Hospital, University of Cambridge, Hills Road, Cambridge, CB1 9RN UK
- Cambridge Breast Unit, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- NIHR Cambridge Biomedical Research Centre and Cambridge Experimental Cancer Medicine Centre, Cambridge, UK
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Piccaluga PP, Navari M, De Falco G, Ambrosio MR, Lazzi S, Fuligni F, Bellan C, Rossi M, Sapienza MR, Laginestra MA, Etebari M, Rogena EA, Tumwine L, Tripodo C, Gibellini D, Consiglio J, Croce CM, Pileri SA, Leoncini L. Virus-encoded microRNA contributes to the molecular profile of EBV-positive Burkitt lymphomas. Oncotarget 2016; 7:224-240. [PMID: 26325594 PMCID: PMC4807994 DOI: 10.18632/oncotarget.4399] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Accepted: 07/20/2015] [Indexed: 01/28/2023] Open
Abstract
Burkitt lymphoma (BL) is an aggressive neoplasm characterized by consistent morphology and phenotype, typical clinical behavior and distinctive molecular profile. The latter is mostly driven by the MYC over-expression associated with the characteristic translocation (8;14) (q24; q32) or with variant lesions. Additional genetic events can contribute to Burkitt Lymphoma pathobiology and retain clinical significance. A pathogenetic role for Epstein-Barr virus infection in Burkitt lymphomagenesis has been suggested; however, the exact function of the virus is largely unknown.In this study, we investigated the molecular profiles (genes and microRNAs) of Epstein-Barr virus-positive and -negative BL, to identify specific patterns relying on the differential expression and role of Epstein-Barr virus-encoded microRNAs.First, we found significant differences in the expression of viral microRNAs and in selected target genes. Among others, we identified LIN28B, CGNL1, GCET2, MRAS, PLCD4, SEL1L, SXX1, and the tyrosine kinases encoding STK10/STK33, all provided with potential pathogenetic significance. GCET2, also validated by immunohistochemistry, appeared to be a useful marker for distinguishing EBV-positive and EBV-negative cases. Further, we provided solid evidences that the EBV-encoded microRNAs (e.g. BART6) significantly mold the transcriptional landscape of Burkitt Lymphoma clones.In conclusion, our data indicated significant differences in the transcriptional profiles of EBV-positive and EBV-negative BL and highlight the role of virus encoded miRNA.
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Affiliation(s)
- Pier Paolo Piccaluga
- Hematopathology Section, Department of Experimental, Diagnostic, and Experimental Medicine, S. Orsola-Malpighi Hospital, Bologna University School of Medicine, Bologna, Italy
| | - Mohsen Navari
- Hematopathology Section, Department of Experimental, Diagnostic, and Experimental Medicine, S. Orsola-Malpighi Hospital, Bologna University School of Medicine, Bologna, Italy
- Department of Medical Biotechnology, University of Siena, Siena, Italy
| | - Giulia De Falco
- Department of Medical Biotechnology, University of Siena, Siena, Italy
- School of Biological and Chemical Sciences, Queen Mary University of London, London, UK
| | | | - Stefano Lazzi
- Department of Medical Biotechnology, University of Siena, Siena, Italy
| | - Fabio Fuligni
- Hematopathology Section, Department of Experimental, Diagnostic, and Experimental Medicine, S. Orsola-Malpighi Hospital, Bologna University School of Medicine, Bologna, Italy
| | - Cristiana Bellan
- Department of Medical Biotechnology, University of Siena, Siena, Italy
| | - Maura Rossi
- Hematopathology Section, Department of Experimental, Diagnostic, and Experimental Medicine, S. Orsola-Malpighi Hospital, Bologna University School of Medicine, Bologna, Italy
| | - Maria Rosaria Sapienza
- Hematopathology Section, Department of Experimental, Diagnostic, and Experimental Medicine, S. Orsola-Malpighi Hospital, Bologna University School of Medicine, Bologna, Italy
| | - Maria Antonella Laginestra
- Hematopathology Section, Department of Experimental, Diagnostic, and Experimental Medicine, S. Orsola-Malpighi Hospital, Bologna University School of Medicine, Bologna, Italy
| | - Maryam Etebari
- Hematopathology Section, Department of Experimental, Diagnostic, and Experimental Medicine, S. Orsola-Malpighi Hospital, Bologna University School of Medicine, Bologna, Italy
| | - Emily A. Rogena
- Department of Pathology, University of Nairobi, Nairobi, Kenya
| | | | - Claudio Tripodo
- Tumour Immunology Unit, Department of Health Science, Human Pathology Section, Palermo University School of Medicine, Palermo, Italy
| | - Davide Gibellini
- Department of Pathology and Diagnostic, University of Verona, Verona, Italy
| | - Jessica Consiglio
- Department of Molecular Virology, Immunology, and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Carlo M. Croce
- Department of Molecular Virology, Immunology, and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Stefano A. Pileri
- Diagnostic Hematopathology Unit, European Institute of Oncology, Milan, Italy
| | - Lorenzo Leoncini
- Department of Medical Biotechnology, University of Siena, Siena, Italy
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9
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Greytak SR, Engel KB, Bass BP, Moore HM. Accuracy of Molecular Data Generated with FFPE Biospecimens: Lessons from the Literature. Cancer Res 2015; 75:1541-7. [PMID: 25836717 DOI: 10.1158/0008-5472.can-14-2378] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 12/22/2014] [Indexed: 12/15/2022]
Abstract
Formalin-fixed and paraffin-embedded (FFPE) tissue biospecimens are a valuable resource for molecular cancer research. Although much can be gained from their use, it remains unclear whether the genomic and expression profiles obtained from FFPE biospecimens accurately reflect the physiologic condition of the patient from which they were procured, or if such profiles are confounded by biologic effects from formalin fixation and processing. To assess the physiologic accuracy of genomic and expression data generated with FFPE specimens, we surveyed the literature for articles investigating genomic and expression endpoints in case-matched FFPE and fresh or frozen human biospecimens using the National Cancer Institute's Biospecimen Research Database (http://biospecimens.cancer.gov/brd). Results of the survey revealed that the level of concordance between differentially preserved biospecimens varied among analytical parameters and platforms but also among reports, genes/transcripts of interest, and tumor status. The identified analytical techniques and parameters that resulted in strong correlations between FFPE and frozen biospecimens may provide guidance when optimizing molecular protocols for FFPE use; however, discrepancies reported for similar assays also illustrate the importance of validating protocols optimized for use with FFPE specimens with a case-matched fresh or frozen cohort for each platform, gene or transcript, and FFPE processing regime. On the basis of evidence published to date, validation of analytical parameters with a properly handled frozen cohort is necessary to ensure a high degree of concordance and confidence in the results obtained with FFPE biospecimens.
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Affiliation(s)
| | | | | | - Helen M Moore
- Biorepositories and Biospecimen Research Branch, Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, Maryland.
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10
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Auerbach SS, Phadke DP, Mav D, Holmgren S, Gao Y, Xie B, Shin JH, Shah RR, Merrick BA, Tice RR. RNA-Seq-based toxicogenomic assessment of fresh frozen and formalin-fixed tissues yields similar mechanistic insights. J Appl Toxicol 2014; 35:766-80. [DOI: 10.1002/jat.3068] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2014] [Revised: 07/22/2014] [Accepted: 07/26/2014] [Indexed: 12/13/2022]
Affiliation(s)
- Scott S. Auerbach
- Biomolecular Screening Branch, Division of the National Toxicology Program; National Institute of Environmental Health Sciences; Research Triangle Park NC 27709 USA
| | | | | | - Stephanie Holmgren
- Library & Information Services Branch, Office of the Deputy Director; National Institute of Environmental Health Sciences; Research Triangle Park NC 27709 USA
| | - Yuan Gao
- Department of Biomedical Engineering; Johns Hopkins University; Baltimore MD 21205 USA
| | - Bin Xie
- Department of Biomedical Engineering; Johns Hopkins University; Baltimore MD 21205 USA
| | - Joo Heon Shin
- Department of Biomedical Engineering; Johns Hopkins University; Baltimore MD 21205 USA
| | | | - B. Alex Merrick
- Biomolecular Screening Branch, Division of the National Toxicology Program; National Institute of Environmental Health Sciences; Research Triangle Park NC 27709 USA
| | - Raymond R. Tice
- Biomolecular Screening Branch, Division of the National Toxicology Program; National Institute of Environmental Health Sciences; Research Triangle Park NC 27709 USA
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11
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Lindner R, Sullivan C, Offor O, Lezon-Geyda K, Halligan K, Fischbach N, Shah M, Bossuyt V, Schulz V, Tuck DP, Harris LN. Molecular phenotypes in triple negative breast cancer from African American patients suggest targets for therapy. PLoS One 2013; 8:e71915. [PMID: 24260093 PMCID: PMC3832509 DOI: 10.1371/journal.pone.0071915] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2013] [Accepted: 07/04/2013] [Indexed: 12/20/2022] Open
Abstract
Triple negative breast cancer (TNBC) is characterized by high proliferation, poor differentiation and a poor prognosis due to high rates of recurrence. Despite lower overall incidence African American (AA) patients suffer from higher breast cancer mortality in part due to the higher proportion of TNBC cases among AA patients compared to European Americans (EA). It was recently shown that the clinical heterogeneity of TNBC is reflected by distinct transcriptional programs with distinct drug response profiles in preclinical models. In this study, gene expression profiling and immunohistochemistry were used to elucidate potential differences between TNBC tumors of EA and AA patients on a molecular level. In a retrospective cohort of 136 TNBC patients, a major transcriptional signature of proliferation was found to be significantly upregulated in samples of AA ethnicity. Furthermore, transcriptional profiles of AA tumors showed differential activation of insulin-like growth factor 1 (IGF1) and a signature of BRCA1 deficiency in this cohort. Using signatures derived from the meta-analysis of TNBC gene expression carried out by Lehmann et al., tumors from AA patients were more likely of basal-like subtypes whereas transcriptional features of many EA samples corresponded to mesenchymal-like or luminal androgen receptor driven subtypes. These results were validated in The Cancer Genome Atlas mRNA and protein expression data, again showing enrichment of a basal-like phenotype in AA tumors and mesenchymal subtypes in EA tumors. In addition, increased expression of VEGF-activated genes together with elevated microvessel area determined by the AQUA method suggest that AA patients exhibit higher tumor vascularization. This study confirms the existence of distinct transcriptional programs in triple negative breast cancer in two separate cohorts and that these programs differ by racial group. Differences in TNBC subtypes and levels of tumor angiogenesis in AA versus EA patients suggest that targeted therapy choices should be considered in the context of race.
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MESH Headings
- Adult
- Black or African American
- Aged
- Breast Neoplasms/ethnology
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Databases, Genetic
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Middle Aged
- Neoplasm Proteins/biosynthesis
- Neoplasm Proteins/genetics
- Neovascularization, Pathologic/ethnology
- Neovascularization, Pathologic/genetics
- Neovascularization, Pathologic/metabolism
- Neovascularization, Pathologic/pathology
- RNA, Messenger/biosynthesis
- RNA, Messenger/genetics
- RNA, Neoplasm/biosynthesis
- RNA, Neoplasm/genetics
- Retrospective Studies
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Affiliation(s)
- Robert Lindner
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, Heidelberg, Germany
| | - Catherine Sullivan
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Onyinye Offor
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Kimberly Lezon-Geyda
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Kyle Halligan
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Neal Fischbach
- Department of Oncology, Bridgeport Hospital, Bridgeport, Connecticut, United States of America
| | - Mansi Shah
- Department of Oncology, Bridgeport Hospital, Bridgeport, Connecticut, United States of America
| | - Veerle Bossuyt
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Vincent Schulz
- Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - David P. Tuck
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Lyndsay N. Harris
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
- University Hospitals, Case Western Reserve University, Cleveland, Ohio, United States of America
- * E-mail:
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12
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Feasibility of RNA and DNA extraction from fresh pipelle and archival endometrial tissues for use in gene expression and SNP arrays. Obstet Gynecol Int 2013; 2013:576842. [PMID: 24282417 PMCID: PMC3825122 DOI: 10.1155/2013/576842] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2013] [Accepted: 08/22/2013] [Indexed: 11/17/2022] Open
Abstract
Identifying molecular markers of endometrial hyperplasia (neoplasia) progression is critical to cancer prevention. To assess RNA and DNA quantity and quality from routinely collected endometrial samples and evaluate the performance of RNA- and DNA-based arrays across endometrial tissue types, we collected fresh frozen (FF) Pipelle, FF curettage, and formalin-fixed paraffin-embedded (FFPE) hysterectomy specimens (benign indications) from eight women. Additionally, neoplastic and uninvolved tissues from 24 FFPE archival hysterectomy specimens with endometrial hyperplasias and carcinomas were assessed. RNA was extracted from 15 of 16 FF and 51 of 51 FFPE samples, with yields >1.2 μg for 13/15 (87%) FF and 50/51 (98%) FFPE samples. Extracted RNA was of high quality; all samples performed successfully on the Illumina whole-genome cDNA-mediated annealing, selection, extension, and ligation (WG-DASL) array and performance did not vary by tissue type. While DNA quantity from FFPE samples was excellent, quality was not sufficient for successful performance on the Affymetrix SNP Array 6.0. In conclusion, FF Pipelle samples, which are minimally invasive, yielded excellent quantity and quality of RNA for gene expression arrays (similar to FF curettage) and should be considered for use in genomic studies. FFPE-derived DNA should be evaluated on new rapidly evolving sequencing platforms.
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13
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Thirlwell C, Feber A, Lechner M, Teschendorff AE, Beck S. Comments on: Interpretation of genome-wide infinium methylation data from ligated DNA in formalin-fixed paraffin-embedded paired tumor and normal tissue. BMC Res Notes 2012; 5:631. [PMID: 23148593 PMCID: PMC3531275 DOI: 10.1186/1756-0500-5-631] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2012] [Accepted: 08/30/2012] [Indexed: 11/29/2022] Open
Abstract
BMC Research Notes recently published a research article regarding the use of ligated DNA extracted from formalin-fixed paraffin embedded (FFPE) tissue on the Illumina Infinium methylation platform - “Interpretation of genome-wide infinium methylation data from ligated DNA in formalin-fixed, paraffin-embedded paired tumor and normal tissue” Jasmine et al. BMC Research Notes 2012, 5:117. This article repeatedly refers to our previous work and concludes that methylation data obtained from ligated FFPE extracted DNA should be used with great caution. In this Discussion we review the data analysis performed in Jasmine et al’s paper and suggest limitations which subsequently lead the authors to draw what we believe are incorrect conclusions. Moreover, we continue to analyse genome-wide methylation data from DNA extracted from FFPE tissue successfully on both the HumMeth27 and 450 K arrays.
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Affiliation(s)
- Christina Thirlwell
- Medical Genomics Laboratory, UCL Cancer Institute, 72, Huntley Street,London WC1E 6BT, UK
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14
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Hamidi T, Cano CE, Grasso D, Garcia MN, Sandi MJ, Calvo EL, Dagorn JC, Lomberk G, Urrutia R, Goruppi S, Carracedo A, Velasco G, Iovanna JL. Nupr1-aurora kinase A pathway provides protection against metabolic stress-mediated autophagic-associated cell death. Clin Cancer Res 2012; 18:5234-46. [PMID: 22899799 DOI: 10.1158/1078-0432.ccr-12-0026] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE The limited supply of oxygen and nutrients is thought to result in rigorous selection of cells that will eventually form the tumor. EXPERIMENTAL DESIGN Nupr1 expression pattern was analyzed in human tissue microarray (TMA) and correlated with survival time of the patient. Microarray analysis was conducted on MiaPaCa2 cells subjected to metabolic stress in Nupr1-silenced conditions. DNA repair and cell cycle-associated gene expression was confirmed by real-time quantitative PCR (qRT-PCR). Nupr1 and AURKA protective role were analyzed using RNA interference (RNAi) silencing or overexpression. DNA damage and autophagy were analyzed by Western blot analysis and immunofluorescence. RESULTS We showed that both Nupr1 and HIF1α are coexpressed in human pancreatic ductal adenocarcinoma (PDAC) samples and negatively correlate with survival time. PDAC-derived cells submitted to hypoxia and/or glucose starvation induce DNA damage-dependent cell death concomitantly to the overexpression of stress protein Nupr1. Affymetrix-based transcriptoma analysis reveals that Nupr1 knockdown enhances DNA damage and alters the expression of several genes involved in DNA repair and cell-cycle progression. Expression of some of these genes is common to hypoxia and glucose starvation, such as Aurka gene, suggesting that Nupr1 overexpression counteracts the transcriptional changes occurring under metabolic stress. The molecular mechanism by which hypoxia and glucose starvation induce cell death involves autophagy-associated, but not caspase-dependent, cell death. Finally, we have found that AURKA expression is partially regulated by Nupr1 and plays a major role in this response. CONCLUSIONS Our data reveal that Nupr1 is involved in a defense mechanism that promotes pancreatic cancer cell survival when exposed to metabolic stress.
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Affiliation(s)
- Tewfik Hamidi
- Stress Cellulaire, Parc Scientifique et Technologique de Luminy, Marseille, France
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15
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Gene expression profiling of tumour epithelial and stromal compartments during breast cancer progression. Breast Cancer Res Treat 2012; 135:153-65. [DOI: 10.1007/s10549-012-2123-4] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2012] [Accepted: 05/28/2012] [Indexed: 12/21/2022]
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16
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Abstract
Formalin is the most commonly used tissue fixative worldwide. While it offers excellent morphological preservation for routine histology, it has detrimental effects on nucleic acids. Most studies of nucleic acids have therefore used fresh frozen tissue, the collection and storage of which is resource intensive. The ability to use modern genomic, transcriptomic and epigenomic methods with nucleic acids derived from formalin-fixed, paraffin-embedded (FFPE) tissues would allow enormous archives of routinely stored tissues (usually with well-annotated clinical data) to be used for translational research. This paper outlines the effects of formalin on nucleic acids, describes ways of minimizing nucleic acid degradation and optimizing extraction, and reviews recent studies that have used contemporary techniques to analyse FFPE-derived nucleic acids (with a focus on malignant tissue sources). Simple tips are also offered to ensure the utility of your institution's samples for future studies, and broadly applicable guidelines are listed for those contemplating their own study using FFPE-derived material.
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Affiliation(s)
- Adam Frankel
- University of Queensland, Ipswich Road, Woolloongabba,Brisbane, Qld 4102, Australia.
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17
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Rentoft M, Coates PJ, Laurell G, Nylander K. Transcriptional profiling of formalin fixed paraffin embedded tissue: pitfalls and recommendations for identifying biologically relevant changes. PLoS One 2012; 7:e35276. [PMID: 22530001 PMCID: PMC3328434 DOI: 10.1371/journal.pone.0035276] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Accepted: 03/14/2012] [Indexed: 02/08/2023] Open
Abstract
Expression profiling techniques have been used to study the biology of many types of cancer but have been limited to some extent by the requirement for collection of fresh tissue. In contrast, formalin fixed paraffin embedded (FFPE) samples are widely available and represent a vast resource of potential material. The techniques used to handle the degraded and modified RNA from these samples are relatively new and all the pitfalls and limitations of this material for whole genome expression profiling are not yet clarified. Here, we analyzed 70 FFPE tongue carcinoma samples and 17 controls using the whole genome DASL array covering nearly 21000 genes. We identified that sample age is related to quality of extracted RNA and that sample quality influences apparent expression levels in a non-random manner related to gene probe sequence, leading to spurious results. However, by removing sub-standard samples and analysing only those 28 cancers and 15 controls that had similar quality we were able to generate a list of 934 genes significantly altered in tongue cancer compared to control samples of tongue. This list contained previously identified changes and was enriched for genes involved in many cancer-related processes such as tissue remodelling, inflammation, differentiation and apoptosis. Four novel genes of potential importance in tongue cancer development and maintenance, SH3BGL2, SLC2A6, SLC16A3 and CXCL10, were independently confirmed, validating our data. Hence, gene expression profiling can be performed usefully on archival material if appropriate quality assurance steps are taken to ensure sample consistency and we present some recommendations for the use of FFPE material based on our findings.
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Affiliation(s)
- Matilda Rentoft
- Department of Medical Biosciences/Pathology, Umeå University, Umeå, Sweden.
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18
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Yost SE, Smith EN, Schwab RB, Bao L, Jung H, Wang X, Voest E, Pierce JP, Messer K, Parker BA, Harismendy O, Frazer KA. Identification of high-confidence somatic mutations in whole genome sequence of formalin-fixed breast cancer specimens. Nucleic Acids Res 2012; 40:e107. [PMID: 22492626 PMCID: PMC3413110 DOI: 10.1093/nar/gks299] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The utilization of archived, formalin-fixed paraffin-embedded (FFPE) tumor samples for massive parallel sequencing has been challenging due to DNA damage and contamination with normal stroma. Here, we perform whole genome sequencing of DNA isolated from two triple-negative breast cancer tumors archived for >11 years as 5 µm FFPE sections and matched germline DNA. The tumor samples show differing amounts of FFPE damaged DNA sequencing reads revealed as relatively high alignment mismatch rates enriched for C · G > T · A substitutions compared to germline samples. This increase in mismatch rate is observable with as few as one million reads, allowing for an upfront evaluation of the sample integrity before whole genome sequencing. By applying innovative quality filters incorporating global nucleotide mismatch rates and local mismatch rates, we present a method to identify high-confidence somatic mutations even in the presence of FFPE induced DNA damage. This results in a breast cancer mutational profile consistent with previous studies and revealing potentially important functional mutations. Our study demonstrates the feasibility of performing genome-wide deep sequencing analysis of FFPE archived tumors of limited sample size such as residual cancer after treatment or metastatic biopsies.
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Affiliation(s)
- Shawn E Yost
- Moores UCSD Cancer Center, Bioinformatics and Systems Biology Graduate Program, Department of Pediatrics and Rady Children's Hospital, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
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19
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Jasmine F, Rahaman R, Roy S, Raza M, Paul R, Rakibuz-Zaman M, Paul-Brutus R, Dodsworth C, Kamal M, Ahsan H, Kibriya MG. Interpretation of genome-wide infinium methylation data from ligated DNA in formalin-fixed, paraffin-embedded paired tumor and normal tissue. BMC Res Notes 2012; 5:117. [PMID: 22357164 PMCID: PMC3309956 DOI: 10.1186/1756-0500-5-117] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2011] [Accepted: 02/22/2012] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Formalin-fixed, paraffin-embedded (FFPE) samples are a highly desirable resource for epigenetic studies, but there is no suitable platform to assay genome-wide methylation in these widely available resources. Recently, Thirlwell et al. (2010) have reported a modified ligation-based DNA repair protocol to prepare FFPE DNA for the Infinium methylation assay. In this study, we have tested the accuracy of methylation data obtained with this modification by comparing paired fresh-frozen (FF) and FFPE colon tissue (normal and tumor) from colorectal cancer patients. We report locus-specific correlation and concordance of tumor-specific differentially methylated loci (DML), both of which were not previously assessed. METHODS We used Illumina's Infinium Methylation 27K chip for 12 pairs of FF and 12 pairs of FFPE tissue from tumor and surrounding healthy tissue from the resected colon of the same individual, after repairing the FFPE DNA using Thirlwell's modified protocol. RESULTS For both tumor and normal tissue, overall correlation of β values between all loci in paired FF and FFPE was comparable to previous studies. Tissue storage type (FF or FFPE) was found to be the most significant source of variation rather than tissue type (normal or tumor). We found a large number of DML between FF and FFPE DNA. Using ANOVA, we also identified DML in tumor compared to normal tissue in both FF and FFPE samples, and out of the top 50 loci in both groups only 7 were common, indicating poor concordance. Likewise, while looking at the correlation of individual loci between FFPE and FF across the patients, less than 10% of loci showed strong correlation (r ≥ 0.6). Finally, we checked the effect of the ligation-based modification on the Infinium chemistry for SNP genotyping on an independent set of samples, which also showed poor performance. CONCLUSION Ligation of FFPE DNA prior to the Infinium genome-wide methylation assay may detect a reasonable number of loci, but the numbers of detected loci are much fewer than in FF samples. More importantly, the concordance of DML detected between FF and FFPE DNA is suboptimal, and DML from FFPE tissues should be interpreted with great caution.
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Affiliation(s)
- Farzana Jasmine
- Department of Health Studies, The University of Chicago, Chicago, IL 60637, USA
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20
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Michelsen NV, Brusgaard K, Tan Q, Thomassen M, Hussain K, Christesen HT. Investigation of Archived Formalin-Fixed Paraffin-Embedded Pancreatic Tissue with Whole-Genome Gene Expression Microarray. ACTA ACUST UNITED AC 2011. [DOI: 10.5402/2011/275102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The use of formalin-fixed, paraffin-embedded (FFPE) tissue overcomes the most prominent issues related to research on relatively rare diseases: limited sample size, availability of control tissue, and time frame. The use of FFPE pancreatic tissue in GEM may be especially challenging due to its very high amounts of ribonucleases compared to other tissues/organs. In choosing pancreatic tissue, we therefore indirectly address the applicability of other FFPE tissues to gene expression microarray (GEM). GEM was performed on archived, routinely fixed, FFPE pancreatic tissue from patients with congenital hyperinsulinism (CHI), insulinoma, and deceased age-appropriate neonates, using whole-genome arrays. Although ribonuclease-rich, we obtained biologically relevant and disease-specific, significant genes; cancer-related genes; genes involved in (a) the regulation of insulin secretion and synthesis, (b) amino acid metabolism, and (c) calcium ion homeostasis. These results should encourage future research and GEM studies on FFPE tissue from the invaluable biobanks available at the departments of pathology worldwide.
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Affiliation(s)
- Nete V. Michelsen
- Department of Clinical Genetics, Odense University Hospital, Sdr Boulevard 29, 5000 Odense C, Denmark
| | - Klaus Brusgaard
- Department of Clinical Genetics, Odense University Hospital, Sdr Boulevard 29, 5000 Odense C, Denmark
| | - Qihua Tan
- Department of Clinical Genetics, Odense University Hospital, Sdr Boulevard 29, 5000 Odense C, Denmark
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, Sdr Boulevard 29, 5000 Odense C, Denmark
| | - Khalid Hussain
- Great Ormond Street Children’s Hospital NHS Trust and Institute of Child Health, London WC1N 1EH, UK
| | - Henrik T. Christesen
- H.C. Andersen Children’s Hospital, Odense University Hospital, Sdr Boulevard 29, 5000 Odense C, Denmark
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21
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Park YG, Lee KH, Lee JK, Lee KT, Choi DW, Choi SH, Heo JS, Jang KT, Lee EM, Kim JO, Min SY, Kim EJ. [MicroRNA expression pattern in intraductal papillary mucinous neoplasm]. THE KOREAN JOURNAL OF GASTROENTEROLOGY = TAEHAN SOHWAGI HAKHOE CHI 2011; 58:190-200. [PMID: 22042419 DOI: 10.4166/kjg.2011.58.4.190] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2025]
Abstract
BACKGROUND/AIMS Intraductal papillary mucinous neoplasms (IPMN) are precursor lesions of fatal pancreatic cancer. Physiological function of microRNA is to regulate the stability and translation of mRNA. The aberrant microRNA expression is commonly observed in many cancers. The aim of this study was to analyze the expression pattern of microRNA in IPMN and evaluate the role of the microRNA. METHODS Using two paraffin-embedded IPMN tissues, microRNA expression of normal tissue, IPMN adenoma and carcinoma were compared by cDNA-mediated annealing, selection, extension and ligation microarray assay. Using real time PCR, expression levels of aberrantly up-regulated microRNAs were assessed in another 20 IPMNs, four pancreatic cancer cell lines (Panc1, MiaPaCa-2, XPA-3, BxPC-3) and immortalized pancreatic ductal cell line (HPNE). Effect of suppressing highly over-expressed two microRNAs in pancreatic cancer cell lines with anti-microRNA inhibitors were evaluated using CCK-8 assay. RESULTS Among aberrantly expressed 122 microRNAs in IPMN, miR-552, miR-25*, miR-183, miR-1300, miR-196a, miR-182*, and miR-30c-1* were consistently increased more than 3-fold. On average, miR-196a and miR-183 increased 10,824 folds and 26,519 folds in four pancreatic cancer cell lines compared with HPNE. These two microRNAs were also over-expressed in 20 IPMNs compared with HPNE. After applying anti-miRNA inhibitors, cell survival of four pancreatic cancer cell lines decreased by 24.5% with anti-miR-196a and by 14.2% with anti-miR-183 on average. CONCLUSIONS Aberrant expression of 122 microRNAs was observed in IPMN. Two microRNAs, miR-196a and miR-183-increased in IPMN and pancreatic cancer cell lines compared with immortalized dancreatic ductal cell line. The inhibitions of these microRNAs repressed cell proliferation of pancreatic cancer cell lines. (Korean J Gastroenterol 2011;58:190-200).
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Affiliation(s)
- Yun Gyoung Park
- Department of Internal Medicine, Division of Gastroenterology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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22
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Bussolati G, Annaratone L, Medico E, D'Armento G, Sapino A. Formalin fixation at low temperature better preserves nucleic acid integrity. PLoS One 2011; 6:e21043. [PMID: 21698245 PMCID: PMC3115967 DOI: 10.1371/journal.pone.0021043] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2011] [Accepted: 05/17/2011] [Indexed: 12/21/2022] Open
Abstract
Fixation with formalin, a widely adopted procedure to preserve tissue samples, leads to extensive degradation of nucleic acids and thereby compromises procedures like microarray-based gene expression profiling. We hypothesized that RNA fragmentation is caused by activation of RNAses during the interval between formalin penetration and tissue fixation. To prevent RNAse activation, a series of tissue samples were kept under-vacuum at 4°C until fixation and then fixed at 4°C, for 24 hours, in formalin followed by 4 hours in ethanol 95%. This cold-fixation (CF) procedure preserved DNA and RNA, so that RNA segments up to 660 bp were efficiently amplified. Histological and immunohistochemical features were fully comparable with those of standard fixation. Microarray-based gene expression profiles were comparable with those obtained on matched frozen samples for probes hybridizing within 700 bases from the reverse transcription start site. In conclusion, CF preserves tissues and nucleic acids, enabling reliable gene expression profiling of fixed tissues.
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Affiliation(s)
- Gianni Bussolati
- Department of Biomedical Sciences and Human Oncology, University of Turin, Turin, Italy
| | - Laura Annaratone
- Department of Biomedical Sciences and Human Oncology, University of Turin, Turin, Italy
| | - Enzo Medico
- Department of Oncological Sciences, Institute for Cancer Research and Treatment (IRCC), University of Turin, Candiolo, Italy
- * E-mail: (AS); (EM)
| | - Giuseppe D'Armento
- Department of Biomedical Sciences and Human Oncology, University of Turin, Turin, Italy
| | - Anna Sapino
- Department of Biomedical Sciences and Human Oncology, University of Turin, Turin, Italy
- * E-mail: (AS); (EM)
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Paranjape T, Heneghan H, Lindner R, Keane FK, Hoffman A, Hollestelle A, Dorairaj J, Geyda K, Pelletier C, Nallur S, Martens JW, Hooning MJ, Kerin M, Zelterman D, Zhu Y, Tuck D, Harris L, Miller N, Slack F, Weidhaas J. A 3'-untranslated region KRAS variant and triple-negative breast cancer: a case-control and genetic analysis. Lancet Oncol 2011; 12:377-86. [PMID: 21435948 DOI: 10.1016/s1470-2045(11)70044-4] [Citation(s) in RCA: 99] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND We previously identified a functional variant in a let-7 microRNA (miRNA) complementary site in the 3'-untranslated region of the KRAS oncogene (rs61764370) which is associated with cancer. We aimed to investigate the association of this KRAS variant with breast cancer and tumour biology. METHODS We assessed frequency distributions of the KRAS variant in 415 patients with histologically confirmed breast cancer and 457 controls from Connecticut, USA (study group 1) and association of this variant with breast-cancer subtypes in 690 Irish women with known oestrogen receptor (ER), progesterone receptor (PR), and HER2 statuses, and 360 controls (study group 2). We pooled data for study groups 1 and 2 with a cohort of 140 women with triple-negative breast cancer and 113 controls to assess the association of the KRAS variant with triple-negative breast cancer risk, and genome-wide mRNA and specific miRNA expression in patients with triple-negative breast cancer. FINDINGS Although frequency distributions of the KRAS variant in study group 1 did not differ between all genotyped individuals, eight (33%) of 24 premenopausal women with ER/PR-negative cancer had the KRAS variant, compared with 27 (13%) of 201 premenopausal controls (p=0.015). In study group 2, the KRAS variant was significantly enriched in women with triple-negative breast cancer (19 [21%] of 90 cases) compared with 64 (13%) of 478 for luminal A, 13 (15%) of 87 for luminal B, and two (6%) of 35 for HER2-positive subgroups (p=0.044). Multivariate analysis in the pooled study groups showed that the KRAS variant was associated with triple-negative breast cancer in premenopausal women (odds ratio 2.307, 95% CI 1.261-4.219, p=0.0067). Gene-expression analysis of triple-negative breast-cancer tumours suggested that KRAS-variant positive tumours have significantly altered gene expression, and are enriched for the luminal progenitor and BRCA1 deficiency signatures. miRNA analysis suggested reduced levels of let-7 miRNA species in KRAS-variant tumours. INTERPRETATION The KRAS variant might be a genetic marker for development of triple-negative breast cancer in premenopausal women, and altered gene and miRNA expression signatures should enable molecular and biological stratification of patients with this subgroup of breast cancer. FUNDING US National Institutes of Health.
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Affiliation(s)
- Trupti Paranjape
- Department of Therapeutic Radiology, Yale University, New Haven, CT 06880, USA
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