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Ondracek RP, Chen J, Marosy B, Szewczyk S, Medico L, Mohan AS, Nair P, Pratt R, Roh JM, Khoury T, Carpten J, Kushi LH, Palmer JR, Doheny K, Davis W, Higgins MJ, Yao S, Ambrosone CB. Results and lessons from dual extraction of DNA and RNA from formalin-fixed paraffin-embedded breast tumor tissues for a large Cancer epidemiologic study. BMC Genomics 2022; 23:614. [PMID: 36008758 PMCID: PMC9404650 DOI: 10.1186/s12864-022-08837-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 08/03/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The use of archived formalin-fixed paraffin-embedded (FFPE) tumor tissues has become a common practice in clinical and epidemiologic genetic research. Simultaneous extraction of DNA and RNA from FFPE tissues is appealing but can be practically challenging. Here we report our results and lessons learned from processing FFPE breast tumor tissues for a large epidemiologic study. METHODS Qiagen AllPrep DNA/RNA FFPE kit was adapted for dual extraction using tissue punches or sections from breast tumor tissues. The yield was quantified using Qubit and fragmentation analysis by Agilent Bioanalyzer. A subset of the DNA samples were used for genome-wide DNA methylation assays and RNA samples for sequencing. The QC metrices and performance of the assays were analyzed with pre-analytical variables. RESULTS A total of 1859 FFPE breast tumor tissues were processed. We found it critical to adjust proteinase K digestion time based on tissue volume to achieve balanced yields of DNA and RNA. Tissue punches taken from tumor-enriched regions provided the most reliable output. A median of 1475 ng DNA and 1786 ng RNA per sample was generated. The median DNA integrity number (DIN) was 3.8 and median DV200 for RNA was 33.2. Of 1294 DNA samples used in DNA methylation assays, 97% passed quality check by qPCR and 92% generated data deemed high quality. Of the 130 RNA samples with DV200 ≥ 20% used in RNA-sequencing, all but 5 generated usable transcriptomic data with a mapping rate ≥ 60%. CONCLUSIONS Dual DNA/RNA purification using Qiagen AllPrep FFPE extraction protocol is feasible for clinical and epidemiologic studies. We recommend tissue punches as a reliable source material and fine tuning of proteinase K digestion time based on tissue volume. IMPACT Our protocol and recommendations may be adapted by future studies for successful extraction of archived tumor tissues.
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Affiliation(s)
- Rochelle Payne Ondracek
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Jianhong Chen
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
| | - Beth Marosy
- Center for Inherited Disease Research, Johns Hopkins Genomics, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sirinapa Szewczyk
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Leonard Medico
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Amrutha Sherly Mohan
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Priya Nair
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Rachel Pratt
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Janise M Roh
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Thaer Khoury
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - John Carpten
- Department of Translational Genomics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Lawrence H Kushi
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Julie R Palmer
- Slone Epidemiology Center, Boston University, Boston, MA, USA
| | - Kim Doheny
- Center for Inherited Disease Research, Johns Hopkins Genomics, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Warren Davis
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Michael J Higgins
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Song Yao
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Christine B Ambrosone
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
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Belova V, Shmitko A, Pavlova A, Afasizhev R, Cheranev V, Tabanakova A, Ponikarovskaya N, Rebrikov D, Korostin D. Performance comparison of Agilent new SureSelect All Exon v8 probes with v7 probes for exome sequencing. BMC Genomics 2022; 23:582. [PMID: 35962321 PMCID: PMC9375261 DOI: 10.1186/s12864-022-08825-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 08/05/2022] [Indexed: 11/10/2022] Open
Abstract
Exome sequencing is becoming a routine in health care, because it increases the chance of pinpointing the genetic cause of an individual patient's condition and thus making an accurate diagnosis. It is important for facilities providing genetic services to keep track of changes in the technology of exome capture in order to maximize throughput while reducing cost per sample. In this study, we focused on comparing the newly released exome probe set Agilent SureSelect Human All Exon v8 and the previous probe set v7. In preparation for higher throughput of exome sequencing using the DNBSEQ-G400, we evaluated target design, coverage statistics, and variants across these two different exome capture products. Although the target size of the v8 design has not changed much compared to the v7 design (35.24 Mb vs 35.8 Mb), the v8 probe design allows you to call more of SNVs (+ 3.06%) and indels (+ 8.49%) with the same number of raw reads per sample on the common target regions (34.84 Mb). Our results suggest that the new Agilent v8 probe set for exome sequencing yields better data quality than the current Agilent v7 set.
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Affiliation(s)
- Vera Belova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation.
| | - Anna Shmitko
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
| | - Anna Pavlova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
| | - Robert Afasizhev
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
| | - Valery Cheranev
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
| | - Anastasia Tabanakova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
| | - Natalya Ponikarovskaya
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
| | - Denis Rebrikov
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
| | - Dmitriy Korostin
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovityanova str. 1, Moscow, 117997, Russian Federation
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Nikolic A, Despotovic J, Babic T, Antic J, Markovic S, Krivokapic Z, Radojkovic D. SMAD4 Gene Analysis in Patients with Early Onset Colorectal Cancer: A Pilot Study. CYTOL GENET+ 2022. [DOI: 10.3103/s0095452722030082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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4
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Comprehensive Development and Implementation of Good Laboratory Practice for NGS Based Targeted Panel on Solid Tumor FFPE Tissues in Diagnostics. Diagnostics (Basel) 2022; 12:diagnostics12051291. [PMID: 35626446 PMCID: PMC9141409 DOI: 10.3390/diagnostics12051291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/03/2022] [Accepted: 05/09/2022] [Indexed: 11/25/2022] Open
Abstract
The speed, accuracy, and increasing affordability of next-generation sequencing (NGS) have revolutionized the advent of precision medicine. To date, standardized validation criteria for diagnostic accreditation do not exist due to variability across the multitude of NGS platforms and within NGS processes. In molecular diagnostics, it is necessary to ensure that the primary material of the FFPE sample has good quality and optimum quantity for the analysis, otherwise the laborious and expensive NGS test may result in unreliable information. Therefore, stringent quality control of DNA and RNA before, during, and after library preparation is an essential parameter. Considering the various challenges with the FFPE samples, we aimed to set a benchmark in QC metrics that can be utilized by molecular diagnostic laboratories for successful library preparation and high-quality NGS data output. In total, 144 DNA and 103 RNA samples of various cancer types with a maximum storage of 2 years were processed for 52 gene focus panels. During the making of DNA and RNA libraries, extensive QC check parameters were imposed at different checkpoints. The decision tree approach can be set as a benchmark for FFPE samples and as a guide to establishing a good clinical laboratory practice for targeted NGS panels.
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5
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Bleijenberg AGC, IJspeert JEG, Mulder JBG, Drillenburg P, Stel HV, Lodder EM, Carvalho B, Jansen J, Meijer G, van Eeden S, Dekker E, van Noesel CJM. The earliest events in BRAF-mutant colorectal cancer: exome sequencing of sessile serrated lesions with a tiny focus dysplasia or cancer reveals recurring mutations in two distinct progression pathways. J Pathol 2022; 257:239-249. [PMID: 35143042 PMCID: PMC9314978 DOI: 10.1002/path.5881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 01/18/2022] [Accepted: 02/08/2022] [Indexed: 11/13/2022]
Abstract
Around 15–30% of colorectal cancers (CRC) develop from sessile serrated lesions (SSLs). After many years of indolent growth, SSLs can develop dysplasia and rapidly progress to CRC through events that are only partially understood. We studied molecular events at the very early stages of progression of SSLs via the MLH1‐proficient and deficient pathways to CRC. We collected a cohort of rare SSLs with a small focus (<10 mm) of dysplasia or cancer from the pathology archives of three hospitals. Whole‐exome sequencing was performed on DNA from nonprogressed and progressed components of each SSL. Putative somatic driver mutations were identified in known cancer genes that were differentially mutated in the progressed component. All analyses were stratified by MLH1 proficiency. Forty‐five lesions with a focus dysplasia or cancer were included, of which 22 (49%) were MLH1‐deficient. Lesions had a median diameter of 10 mm (interquartile range [IQR] 8–15), while the progressed component had a median diameter of 3.5 mm (IQR 1.75–4.75). Tumor mutational burden (TMB) was high in MLH1‐deficient lesions (23.9 mutations per MB) as compared to MLH1‐proficient lesions (6.3 mutations per MB). We identified 34 recurrently mutated genes in MLH1‐deficient lesions. Most prominently, ACVR2A and RNF43 were affected in 18/22 lesions, with mutations clustered in three hotspots. Most lesions with RNF43 mutations had concurrent mutations in ZNRF3. In MLH1‐proficient lesions APC (10/23 lesions) and TP53 (6/23 lesions) were recurrently mutated. Our results show that the mutational burden is exceptionally high even in the earliest MLH1‐deficient lesions. We demonstrate that hotspot mutations in ACVR2A and in the RNF43/ZNRF3 complex are extremely common in the early progression of SSLs along the MLH1‐deficient serrated pathway, while APC and TP53 mutations are early events in the the MLH1‐proficient pathway. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Arne G C Bleijenberg
- Amsterdam University Medical Centers, location AMC, Department of Gastroenterology and Hepatology, Cancer Center Amsterdam, University of Amsterdam, Amsterdam, the Netherlands
| | - Joep E G IJspeert
- Amsterdam University Medical Centers, location AMC, Department of Gastroenterology and Hepatology, Cancer Center Amsterdam, University of Amsterdam, Amsterdam, the Netherlands
| | - Jos B G Mulder
- Amsterdam University Medical Centers, location AMC, Department of Pathology, University of Amsterdam, the Netherlands
| | - Paul Drillenburg
- Onze Lieve Vrouwen Gasthuis (OLVG), Department of Pathology, Amsterdam, the Netherlands
| | - Herbert V Stel
- Tergooi Ziekenhuizen, Department of Pathology, Hilversum, the Netherlands
| | - Elisabeth M Lodder
- Amsterdam University Medical Centers, Core Facility Genomics, Department of Clinical Genetics, University of Amsterdam, Amsterdam, the Netherlands
| | - Beatriz Carvalho
- Netherlands Cancer Institute, Department of Pathology, Amsterdam, the Netherlands
| | - Jade Jansen
- Amsterdam University Medical Centers, location AMC, Department of Pathology, University of Amsterdam, the Netherlands
| | - Gerrit Meijer
- Netherlands Cancer Institute, Department of Pathology, Amsterdam, the Netherlands
| | - Susanne van Eeden
- Amsterdam University Medical Centers, location AMC, Department of Pathology, University of Amsterdam, the Netherlands
| | - Evelien Dekker
- Amsterdam University Medical Centers, location AMC, Department of Gastroenterology and Hepatology, Cancer Center Amsterdam, University of Amsterdam, Amsterdam, the Netherlands
| | - Carel J M van Noesel
- Amsterdam University Medical Centers, location AMC, Department of Pathology, University of Amsterdam, the Netherlands
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Mathieson W, Thomas GA. Why Formalin-fixed, Paraffin-embedded Biospecimens Must Be Used in Genomic Medicine: An Evidence-based Review and Conclusion. J Histochem Cytochem 2020; 68:543-552. [PMID: 32697619 PMCID: PMC7400666 DOI: 10.1369/0022155420945050] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Fresh-frozen tissue is the “gold standard” biospecimen type for next-generation sequencing (NGS). However, collecting frozen tissue is usually not feasible because clinical workflows deliver formalin-fixed, paraffin-embedded (FFPE) tissue blocks. Some clinicians and researchers are reticent to embrace the use of FFPE tissue for NGS because FFPE tissue can yield low quantities of degraded DNA, containing formalin-induced mutations. We describe the process by which formalin-induced deamination can lead to artifactual cytosine (C) to thymine (T) and guanine (G) to adenine (A) (C:G > T:A) mutation calls and perform a literature review of 17 publications that compare NGS data from patient-matched fresh-frozen and FFPE tissue blocks. We conclude that although it is indeed true that sequencing data from FFPE tissue can be poorer than those from frozen tissue, any differences occur at an inconsequential magnitude, and FFPE biospecimens can be used in genomic medicine with confidence:
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7
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Fujii T, Uchiyama T, Matsuoka M, Myojin T, Sugimoto S, Nitta Y, Okabe F, Sugimoto A, Sekita-Hatakeyama Y, Morita K, Itami H, Hatakeyama K, Ohbayashi C. Evaluation of DNA and RNA quality from archival formalin-fixed paraffin-embedded tissue for next-generation sequencing - Retrospective study in Japanese single institution. Pathol Int 2020; 70:602-611. [PMID: 32542983 DOI: 10.1111/pin.12969] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 05/19/2020] [Accepted: 05/20/2020] [Indexed: 12/21/2022]
Abstract
Genetic analysis on formalin-fixed paraffin-embedded (FFPE) tissue specimens has become a mainstream method, from conventional direct sequencing to comprehensive analysis using next-generation sequencing (NGS). In this study, we evaluated the quality of DNA and RNA extracted from FFPE sections, derived from surgical specimens of different tumor types. Electrophoresis was performed using a 4200 TapeStation to evaluate DNA and RNA fragmentation. DNA Ct values were higher and significantly increased over a period of 4 years compared with those from cell lines or frozen tissues. The RNA integrity number equivalent (RIN) ranged from 1 to 4.1 and DV200 ranged from 7.3 to 81%. Twelve of the 108 cases were analyzed by NGS using the AmpliSeq Cancer HotSpot Panel v2 on a Miniseq system. A sufficient number of reads and coverage were obtained in all cases. Our results revealed that NGS analysis was sufficient for FFPE-derived DNA within 4 years of preservation. Conversely, approximately 20% of the RNA derived from FFPE within 4 years from the collection could be inappropriate for gene analysis based on RIN and DV200. It was suggested that FFPE would be adequate for genetic analysis, although it is desirable to store frozen specimens for the tumor tissues to be subjected to genetic analysis.
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Affiliation(s)
- Tomomi Fujii
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Tomoko Uchiyama
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Minami Matsuoka
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Tomoya Myojin
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Sumire Sugimoto
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Yuji Nitta
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Fumi Okabe
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Aya Sugimoto
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Yoko Sekita-Hatakeyama
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Kohei Morita
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Hiroe Itami
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Kinta Hatakeyama
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Chiho Ohbayashi
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
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8
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Next-Generation Sequencing in High-Sensitive Detection of Mutations in Tumors: Challenges, Advances, and Applications. J Mol Diagn 2020; 22:994-1007. [PMID: 32480002 DOI: 10.1016/j.jmoldx.2020.04.213] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 03/17/2020] [Accepted: 04/23/2020] [Indexed: 02/06/2023] Open
Abstract
Next-generation sequencing (NGS) technologies have come of age as preferred technologies for screening of genomic variants of pathologic and therapeutic potential. Because of their capability for high-throughput and massively parallel sequencing, they can screen for a variety of genomic changes in multiple samples simultaneously. This has made them platforms of choice for clinical testing of solid tumors and hematological malignancies. Consequently, they are increasingly replacing conventional technologies, such as Sanger sequencing and pyrosequencing, expression arrays, real-time PCR, and fluorescence in situ hybridization methods, for routine molecular testing of tumors. However, one limitation of routinely used NGS technologies is the inability to detect low-level genomic variants with high accuracy. This can be attributed to the frequent occurrence of low-level sequencing errors and artifacts in NGS workflow that need specialized approaches to be identified and eliminated. This review focuses on the origins and nature of these artifacts and recent improvements in the NGS technologies to overcome them to facilitate accurate high-sensitive detection of low-level mutations. Potential applications of high-sensitive NGS in oncology and comparisons with non-NGS technologies of similar capabilities are also summarized.
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Frazer Z, Yoo C, Sroya M, Bellora C, DeWitt BL, Sanchez I, Thomas GA, Mathieson W. Effect of Different Proteinase K Digest Protocols and Deparaffinization Methods on Yield and Integrity of DNA Extracted From Formalin-fixed, Paraffin-embedded Tissue. J Histochem Cytochem 2020; 68:171-184. [PMID: 32043912 DOI: 10.1369/0022155420906234] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
DNA extracted from formalin-fixed, paraffin-embedded tissue sections is often inadequate for sequencing, due to poor yield or degradation. We optimized the proteinase K digest by testing increased volume of enzyme and increased digest length from the manufacturer's protocol using 54 biospecimens, performing the digest in centrifuge tubes. Doubling the quantity of proteinase K resulted in a median increase in yield of 96%. Applying the optimized proteinase K protocol to sections deparaffinized on microscope slides generated a further increase in yield of 41%, but only at >50,000 epithelial tumor cells/section. DNA yield now correlated with (χ2 = 0.84) and could be predicted from the epithelial tumor cell number. DNA integrity was assayed using end point multiplex PCR (amplicons of 100-400 bp visualized on a gel), quantitative PCR (qPCR; Illumina FFPE QC Assay), and nanoelectrophoresis (DNA Integrity Numbers [DINs]). Generally, increases in yield were accompanied by increases in integrity, but sometimes qPCR and DIN results were conflicting. Amplicons of 400 bp were almost universally obtained. The process of optimization enabled us to reduce the percentage of samples that failed published quality control thresholds for determining amenability to whole genome sequencing from 33% to 7%.
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Affiliation(s)
- Zoe Frazer
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Changyoung Yoo
- Department of Surgery and Cancer, Imperial College London, London, UK.,Department of Pathology, The Catholic University of Korea, St. Vincent's Hospital, Seoul, Korea
| | - Manveer Sroya
- Department of Surgery and Cancer, Imperial College London, London, UK
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Genova C, Rossi G, Tagliamento M, Rijavec E, Biello F, Cerbone L, Zullo L, Grossi F. Targeted therapy of oncogenic-driven advanced non-small cell lung cancer: recent advances and new perspectives. Expert Rev Respir Med 2020; 14:367-383. [DOI: 10.1080/17476348.2020.1714441] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Carlo Genova
- Lung Cancer Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Giovanni Rossi
- Lung Cancer Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Italy
| | - Marco Tagliamento
- Lung Cancer Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Erika Rijavec
- Medical Oncology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Federica Biello
- Oncology Unit, Ospedale Maggiore della Carità, Novara, Italy
| | - Luigi Cerbone
- Lung Cancer Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Lodovica Zullo
- Lung Cancer Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Francesco Grossi
- Medical Oncology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
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Goerlitz DS, Blancato J, Ramesh A, Islam M, Graham GT, Revina V, Kallakury B, Zeck J, Kirillova E, Loffredo CA. Somatic mutation signatures in primary liver tumors of workers exposed to ionizing radiation. Sci Rep 2019; 9:18199. [PMID: 31796844 PMCID: PMC6890664 DOI: 10.1038/s41598-019-54773-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 11/18/2019] [Indexed: 01/04/2023] Open
Abstract
Liver cancer is associated with genetic mutations caused by environmental exposures, including occupational exposure to alpha radiation emitted by plutonium. We used whole exome sequencing (WES) to characterize somatic mutations in 3 histologically distinct primary liver tumors (angiosarcoma of the liver (ASL), cholangiocarcinoma (CCA) and hepatocellular carcinoma (HCC)) from Mayak worker subjects occupationally exposed to ionizing radiation (IR) to investigate the contribution of IR to the mutational landscape of liver cancer. DNA sequence analysis revealed these tumors harbor an excess of deletions, with a deletions:substitutions ratio similar to that previously reported in radiation-associated tumors. These tumors were also enriched for clustered mutations, a signature of radiation exposure. Multiple tumors displayed similarities in abrogated gene pathways including actin cytoskeletal signaling and DNA double-strand break (DSB) repair. WES identified novel candidate driver genes in ASL involved in angiogenesis and PIK3CA/AKT/mTOR signaling. We confirmed known driver genes of CCA, and identified candidate driver genes involved in chromatin remodeling. In HCC tumors we validated known driver genes, and identified novel putative driver genes involved in Wnt/β-catenin signaling, chromatin remodeling, PIK3CA/AKT/mTOR signaling, and angiogenesis. This pilot study identifies several novel candidate driver mutations that are likely to be caused by IR exposure, and provides the first data on the mutational landscape of liver cancer after IR exposure.
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Affiliation(s)
- David S Goerlitz
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Jan Blancato
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Archana Ramesh
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Md Islam
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Garrett T Graham
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Valentina Revina
- Russian Radiobiology Human Tissue Repository, Southern Urals Biophysics Institute, Ozyorsk, Chelyabinsk Oblast, Russian Federation
| | - Bhaskar Kallakury
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Jay Zeck
- Department of Pathology, Georgetown University, Washington, District of Columbia, USA
| | - Evgeniya Kirillova
- Russian Radiobiology Human Tissue Repository, Southern Urals Biophysics Institute, Ozyorsk, Chelyabinsk Oblast, Russian Federation
| | - Christopher A Loffredo
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA.
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Muscarella LA, Fabrizio FP, De Bonis M, Mancini MT, Balsamo T, Graziano P, Centra F, Sparaneo A, Trombetta D, Bonfitto A, Scagliusi V, Larizza P, Capoluongo ED, Fazio VM. Automated Workflow for Somatic and Germline Next Generation Sequencing Analysis in Routine Clinical Cancer Diagnostics. Cancers (Basel) 2019; 11:cancers11111691. [PMID: 31671666 PMCID: PMC6896097 DOI: 10.3390/cancers11111691] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 09/27/2019] [Accepted: 10/25/2019] [Indexed: 12/22/2022] Open
Abstract
Thanks to personalized medicine trends and collaborations between industry, clinical research groups and regulatory agencies, next generation sequencing (NGS) is turning into a common practice faster than one could have originally expected. When considering clinical applications of NGS in oncology, a rapid workflow for DNA extraction from formalin-fixed paraffin-embedded (FFPE) tissue samples, as well as producing high quality library preparation, can be real challenges. Here we consider these targets and how applying effective automation technology to NGS workflows may help improve yield, timing and quality-control. We firstly evaluated DNA recovery from archived FFPE blocks from three different manual extraction methods and two automated extraction workstations. The workflow was then implemented to somatic (lung/colon panel) and germline (BRCA1/2) library preparation for NGS analysis exploiting two automated workstations. All commercial kits gave good results in terms of DNA yield and quality. On the other hand, the automated workstation workflow has been proven to be a valid automatic extraction system to obtain high quality DNA suitable for NGS analysis (lung/colon Ampli-seq panel). Moreover, it can be efficiently integrated with an open liquid handling platform to provide high-quality libraries from germline DNA with more reproducibility and high coverage for targeted sequences in less time (BRCA1/2). The introduction of automation in routine workflow leads to an improvement of NGS standardization and increased scale up of sample preparations, reducing labor and timing, with optimization of reagents and management.
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Affiliation(s)
- Lucia Anna Muscarella
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Federico Pio Fabrizio
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Maria De Bonis
- Department of Laboratory Medicine of the 'Agostino Gemelli' Foundation in Rome, 00168 Rome, Italy.
| | | | - Teresa Balsamo
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Paolo Graziano
- Unit of Pathology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Flavia Centra
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Angelo Sparaneo
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Domenico Trombetta
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Antonio Bonfitto
- Unit of Pathology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | | | | | - Ettore Domenico Capoluongo
- Department of Molecular Medicine and Medical Biotechnologies, University Federico II-CEINGE, 80145 Naples, Italy.
| | - Vito Michele Fazio
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
- Department of Medicine, R.U. in Molecular Medicine and Biotechnology, University Campus Bio-Medico of Rome, Rome, Italy.
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13
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Fujii S, Yoshino T, Yamazaki K, Muro K, Yamaguchi K, Nishina T, Yuki S, Shinozaki E, Shitara K, Bando H, Mimaki S, Nakai C, Matsushima K, Suzuki Y, Akagi K, Yamanaka T, Nomura S, Esumi H, Sugiyama M, Nishida N, Mizokami M, Koh Y, Abe Y, Ohtsu A, Tsuchihara K. Histopathological factors affecting the extraction of high quality genomic DNA from tissue sections for next-generation sequencing. Biomed Rep 2019; 11:171-180. [PMID: 31565223 DOI: 10.3892/br.2019.1235] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Accepted: 06/28/2019] [Indexed: 01/03/2023] Open
Abstract
To enable the widespread application of genomic medicine, the extraction of genomic DNA from thin sections of archived formalin-fixed and paraffin-embedded (FFPE) tissue blocks for next-generation sequencing (NGS) is often necessary. However, there are currently no guidelines available on which specific regions of the microtome sections to use for macrodissection with respect to the histopathological factors observed under microscopic examination. The aim of this study was to clarify the relationship between histopathological factors and DNA quality, and to standardize the macrodissection method for more efficient implementation of NGS. FFPE tissue specimens of 218 patients from the Biomarker Research for Anti-EGFR Monoclonal Antibodies by Comprehensive Cancer Genomics study were used to investigate the relationship between 15 histopathological factors and the quantitative ratio of double-stranded DNA (dsDNA) to total nucleic acids, as well as the ∆ crossing point value of each tissue specimen. Multivariate logistic regression analysis revealed that specimen storage of ≥3 years was negatively associated with dsDNA quality (P=0.0007, OR: 4.30, 95% CI: 1.85-10.04). In contrast, the presence of a mucus pool was positively associated with dsDNA quality (P=0.0308, OR: 0.23, 95% CI: 0.06-0.87). Metastatic tumors and longer specimen storage periods were significantly associated with lower ∆Cp values (P=0.0007, OR: 4.43, 95% CI: 1.87-10.49; and P=0.0003, OR: 5.51, 95% CI: 2.18-13.95, respectively). Therefore, macrodissection should not be performed on specimens exhibiting histopathological factors associated with poor DNA quality. In particular, the use of tissue blocks with a storage period of <3 years allows the extraction of genomic DNA suitable for NGS.
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Affiliation(s)
- Satoshi Fujii
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan
| | - Kentaro Yamazaki
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Nagaizumi, Shizuoka 411-8777, Japan
| | - Kei Muro
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Aichi 464-8681, Japan
| | - Kensei Yamaguchi
- Department of Gastrointestinal Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
| | - Tomohiro Nishina
- Department of Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Matsuyama, Ehime 791-0280, Japan
| | - Satoshi Yuki
- Department of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Hokkaido 060-8648, Japan
| | - Eiji Shinozaki
- Department of Gastrointestinal Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
| | - Kohei Shitara
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan
| | - Hideaki Bando
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Aichi 464-8681, Japan
| | - Sachiyo Mimaki
- Division of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan
| | | | | | - Yutaka Suzuki
- Department of Computational Biology, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba 277-8562, Japan
| | - Kiwamu Akagi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Takeharu Yamanaka
- Department of Biostatistics, Yokohama City University School of Medicine, Yokohama, Kanagawa 236-0004, Japan
| | - Shogo Nomura
- Biostatistics Division, Center for Research and Administration and Support, National Cancer Center, Kashiwa, Chiba 277-8577, Japan
| | - Hiroyasu Esumi
- Research Institute for Biomedical Sciences, Tokyo University of Science, Noda, Chiba 278-0022, Japan
| | - Masaya Sugiyama
- Genome Medical Sciences Project, National Center for Global Health and Medicine, Chiba 277-8516, Japan
| | - Nao Nishida
- Genome Medical Sciences Project, National Center for Global Health and Medicine, Chiba 277-8516, Japan
| | - Masashi Mizokami
- Genome Medical Sciences Project, National Center for Global Health and Medicine, Chiba 277-8516, Japan
| | - Yasuhiro Koh
- Third Department of Internal Medicine, Wakayama Medical University, Wakayama 641-8509, Japan
| | - Yukiko Abe
- G&G Science Co. Ltd., Fukushima 960-1242, Japan
| | - Atsushi Ohtsu
- National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan
| | - Katsuya Tsuchihara
- Division of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan
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14
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Butt E, Alyami S, Nageeti T, Saeed M, AlQuthami K, Bouazzaoui A, Athar M, Abduljaleel Z, Al-Allaf F, Taher M. Mutation profiling of anaplastic ependymoma grade III by Ion Proton next generation DNA sequencing. F1000Res 2019; 8:613. [PMID: 32612806 PMCID: PMC7317822 DOI: 10.12688/f1000research.18721.2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/15/2020] [Indexed: 12/31/2022] Open
Abstract
Background: Ependymomas are glial tumors derived from differentiated ependymal cells. In contrast to other types of brain tumors, histological grading is not a good prognostic marker for these tumors. In order to determine genomic changes in an anaplastic ependymoma, we analyzed its mutation patterns by next generation sequencing (NGS). Methods: Tumor DNA was sequenced using an Ion PI v3 chip on Ion Proton instrument and the data were analyzed by Ion Reporter 5.6. Results: NGS analysis identified 19 variants, of which four were previously reported missense variants; c.395G>A in IDH1, c.1173A>G in PIK3CA, c.1416A>T in KDR and c.215C>G in TP53. The frequencies of the three missense mutations ( PIK3CA c.1173A>G, KDR c.1416A>T, TP53, c.215C>G) were high, suggesting that these are germline variants, whereas the IDH1 variant frequency was low (4.81%). However, based on its FATHMM score of 0.94, only the IDH1 variant is pathogenic; other variants TP53, PIK3CA and KDR had FATHMM scores of 0.22, 0.56 and 0.07, respectively. Eight synonymous mutations were found in FGFR3, PDGFRA, EGFR, RET, HRAS, FLT3, APC and SMAD4 genes. The mutation in FLT3 p.(Val592Val) was the only novel variant found. Additionally, two known intronic variants in KDR were found and intronic variants were also found in ERBB4 and PIK3CA. A known splice site mutation at an acceptor site in FLT3, a 3'-UTR variant in the CSF1R gene and a 5'_UTR variant in the SMARCB1 gene were also identified. The p-values were below 0.00001 for all variants and the average coverage for all variants was around 2000x. Conclusions: In this grade III ependymoma, one novel synonymous mutation and one deleterious missense mutation is reported. Many of the variants reported here have not been detected in ependymal tumors by NGS analysis previously and we therefore report these variants in brain tissue for the first time.
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Affiliation(s)
- Ejaz Butt
- Histopathology Division, Al-Noor Specialty Hospital, Makkah, Makkah, Saudi Arabia
- Histopathology Department, Amna Inayat Medical College, Sheikhupura, Punjab, Pakistan
| | - Sabra Alyami
- Department of Medical Genetics, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Tahani Nageeti
- Department of Radiation Oncology, King Abdullah Medical City, Makkah, Makkah, Saudi Arabia
| | - Muhammad Saeed
- Faculty of Medicine, Umm-Al-Qura University and Al-Noor Specialty Hospital, Makkah, Makkah, Saudi Arabia
| | - Khalid AlQuthami
- Department of Laboratory Medicine and Blood Bank, Al-Noor Specialty Hospital, Makkah, Makkah, Saudi Arabia
| | - Abdellatif Bouazzaoui
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Mohammad Athar
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Zainularifeen Abduljaleel
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Faisal Al-Allaf
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Mohiuddin Taher
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
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15
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Butt E, Alyami S, Nageeti T, Saeed M, AlQuthami K, Bouazzaoui A, Athar M, Abduljaleel Z, Al-Allaf F, Taher M. Mutation profiling of anaplastic ependymoma grade III by Ion Proton next generation DNA sequencing. F1000Res 2019; 8:613. [PMID: 32612806 PMCID: PMC7317822 DOI: 10.12688/f1000research.18721.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/26/2019] [Indexed: 03/30/2024] Open
Abstract
Background: Ependymomas are glial tumors derived from differentiated ependymal cells. In contrast to other types of brain tumors, histological grading is not a good prognostic marker for these tumors. In order to determine genomic changes in an anaplastic ependymoma, we analyzed its mutation patterns by next generation sequencing (NGS). Methods: Tumor DNA was sequenced using an Ion PI v3 chip on Ion Proton instrument and the data were analyzed by Ion Reporter 5.6. Results: NGS analysis identified 19 variants, of which four were previously reported missense variants; c.395G>A in IDH1, c.1173A>G in PIK3CA, c.1416A>T in KDR and c.215C>G in TP53. The frequencies of the three missense mutations ( PIK3CA c.1173A>G, KDR c.1416A>T, TP53, c.215C>G) were high, suggesting that these are germline variants, whereas the IDH1 variant frequency was low (4.81%). However, based on its FATHMM score of 0.94, only the IDH1 variant is pathogenic; other variants TP53, PIK3CA and KDR had FATHMM scores of 0.22, 0.56 and 0.07, respectively. Eight synonymous mutations were found in FGFR3, PDGFRA, EGFR, RET, HRAS, FLT3, APC and SMAD4 genes. The mutation in FLT3 p.(Val592Val) was the only novel variant found. Additionally, two known intronic variants in KDR were found and intronic variants were also found in ERBB4 and PIK3CA. A known splice site mutation at an acceptor site in FLT3, a 3'-UTR variant in the CSF1R gene and a 5'_UTR variant in the SMARCB1 gene were also identified. The p-values were below 0.00001 for all variants and the average coverage for all variants was around 2000x. Conclusions: In this grade III ependymoma, one novel synonymous mutation and one deleterious missense mutation is reported. Many of the variants reported here have not been detected in ependymal tumors by NGS analysis previously and we therefore report these variants in brain tissue for the first time.
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Affiliation(s)
- Ejaz Butt
- Histopathology Division, Al-Noor Specialty Hospital, Makkah, Makkah, Saudi Arabia
- Histopathology Department, Amna Inayat Medical College, Sheikhupura, Punjab, Pakistan
| | - Sabra Alyami
- Department of Medical Genetics, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Tahani Nageeti
- Department of Radiation Oncology, King Abdullah Medical City, Makkah, Makkah, Saudi Arabia
| | - Muhammad Saeed
- Faculty of Medicine, Umm-Al-Qura University and Al-Noor Specialty Hospital, Makkah, Makkah, Saudi Arabia
| | - Khalid AlQuthami
- Department of Laboratory Medicine and Blood Bank, Al-Noor Specialty Hospital, Makkah, Makkah, Saudi Arabia
| | - Abdellatif Bouazzaoui
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Mohammad Athar
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Zainularifeen Abduljaleel
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Faisal Al-Allaf
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
| | - Mohiuddin Taher
- Department of Medical Genetics and Science and Technology Unit, Umm-Al-Qura University, Makkah, Makkah, Saudi Arabia
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16
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McDonough SJ, Bhagwate A, Sun Z, Wang C, Zschunke M, Gorman JA, Kopp KJ, Cunningham JM. Use of FFPE-derived DNA in next generation sequencing: DNA extraction methods. PLoS One 2019; 14:e0211400. [PMID: 30973937 PMCID: PMC6459541 DOI: 10.1371/journal.pone.0211400] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 03/20/2019] [Indexed: 12/25/2022] Open
Abstract
Archival tissues represent a rich resource for clinical genomic studies, particularly when coupled with comprehensive medical records. Use of these in next generation sequencing (NGS) is a priority. Nine formalin-fixed paraffin-embedded (FFPE) DNA extraction methods were evaluated using twelve FFPE samples of varying tissue types. Quality assessment included total yield, percent dsDNA, fragment analysis and multiplex PCR. After assessment, three tissue types from four FFPE DNA methods were selected for NGS downstream evaluation, targeted and whole exome sequencing. In addition, two low input library protocols were evaluated for WES. Analysis revealed average coverage across the target regions for WES was ~20-30X for all four FFPE DNA extraction methods. For the targeted panels, the highest molecular tag coverage was obtained with the Kingfisher FFPE extraction method. The genotype concordance was 99% for the commonly called variant positions between all four extraction methods with the targeted PCR NGS panel and 96% with WES. Assessing quality of extracted DNA aids in selecting the optimal NGS approach, and the choice of both DNA extraction and library preparation approaches can impact the performance of archival tissue in NGS.
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Affiliation(s)
- Samantha J. McDonough
- Medical Genome Facility, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Aditya Bhagwate
- Department of Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Zhifu Sun
- Department of Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Chen Wang
- Department of Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Michael Zschunke
- Pathology Research Core, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Joshua A. Gorman
- Pathology Research Core, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Karla J. Kopp
- Pathology Research Core, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Julie M. Cunningham
- Medical Genome Facility, Mayo Clinic, Rochester, Minnesota, United States of America
- Department of Laboratory Medicine & Pathology, Mayo Clinic, Rochester, Minnesota, United States of America
- * E-mail:
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17
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Integrated Somatic and Germline Whole-Exome Sequencing Analysis in Women with Lung Cancer after a Previous Breast Cancer. Cancers (Basel) 2019; 11:cancers11040441. [PMID: 30925779 PMCID: PMC6520745 DOI: 10.3390/cancers11040441] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 03/12/2019] [Accepted: 03/25/2019] [Indexed: 12/11/2022] Open
Abstract
Women treated for breast cancer (BC) are at risk of developing secondary tumors, such as lung cancer (LC). Since rare germline variants have been linked to multiple cancer development, we hypothesized that BC survivors might be prone to develop LC as a result of harboring rare variants. Sixty patients with LC with previous BC (the study population; SP) and 53 women with either BC or LC and no secondary cancer (control population; CP) were enrolled. Whole exome sequencing was performed in both tumors and unaffected tissues from 28/60 SP patients, and in germline DNA from 32/53 CP. Candidate genes were validated in the remaining individuals from both populations. We found two main mutational signature profiles: S1 (C>T) in all BCs and 16/28 LCs, and S2 (C>A) which is strongly associated with smoking, in 12/28 LCs. The burden test over rare germline variants in S1-LC vs CP identified 248 genes. Validation confirmed GSN as significantly associated with LC in never-smokers. In conclusion, our data suggest two signatures involved in LC onset in women with previous BC. One of these signatures is linked to smoking. Conversely, regardless of smoking habit, in a subgroup of BC survivors genetic susceptibility may contribute to LC risk.
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Gaffney EF, Riegman PH, Grizzle WE, Watson PH. Factors that drive the increasing use of FFPE tissue in basic and translational cancer research. Biotech Histochem 2018; 93:373-386. [PMID: 30113239 DOI: 10.1080/10520295.2018.1446101] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The decision to use 10% neutral buffered formalin fixed, paraffin embedded (FFPE) archival pathology material may be dictated by the cancer research question or analytical technique, or may be governed by national ethical, legal and social implications (ELSI), biobank, and sample availability and access policy. Biobanked samples of common tumors are likely to be available, but not all samples will be annotated with treatment and outcomes data and this may limit their application. Tumors that are rare or very small exist mostly in FFPE pathology archives. Pathology departments worldwide contain millions of FFPE archival samples, but there are challenges to availability. Pathology departments lack resources for retrieving materials for research or for having pathologists select precise areas in paraffin blocks, a critical quality control step. When samples must be sourced from several pathology departments, different fixation and tissue processing approaches create variability in quality. Researchers must decide what sample quality and quality tolerance fit their specific purpose and whether sample enrichment is required. Recent publications report variable success with techniques modified to examine all common species of molecular targets in FFPE samples. Rigorous quality management may be particularly important in sample preparation for next generation sequencing and for optimizing the quality of extracted proteins for proteomics studies. Unpredictable failures, including unpublished ones, likely are related to pre-analytical factors, unstable molecular targets, biological and clinical sampling factors associated with specific tissue types or suboptimal quality management of pathology archives. Reproducible results depend on adherence to pre-analytical phase standards for molecular in vitro diagnostic analyses for DNA, RNA and in particular, extracted proteins. With continuing adaptations of techniques for application to FFPE, the potential to acquire much larger numbers of FFPE samples and the greater convenience of using FFPE in assays for precision medicine, the choice of material in the future will become increasingly biased toward FFPE samples from pathology archives. Recognition that FFPE samples may harbor greater variation in quality than frozen samples for several reasons, including variations in fixation and tissue processing, requires that FFPE results be validated provided a cohort of frozen tissue samples is available.
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Affiliation(s)
- E F Gaffney
- a Biobank Ireland Trust , Malahide , Co Dublin , Ireland
| | - P H Riegman
- b Erasmus Medical Centre , Department of Pathology , Rotterdam , The Netherlands
| | - W E Grizzle
- c Department of Pathology , University of Alabama at Birmingham (UAB) , Birmingham , Alabama , USA
| | - P H Watson
- d BC Cancer Agency , Vancouver Island Center , Victoria , BC , Canada
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19
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Suitability of melanoma FFPE samples for NGS libraries: time and quality thresholds for downstream molecular tests. Biotechniques 2018; 65:79-85. [PMID: 30091391 DOI: 10.2144/btn-2018-0016] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The use of NGS in clinical practice for precision diagnosis requires a quality starting material. Despite the broadly established use of formalin-fixed paraffin-embedded (FFPE) samples in molecular testing, these usually have low-quality DNA. We established a method to determine the suitability of melanoma FFPE samples for an amplicon-based NGS custom panel analysis. DNA was extracted from unstained melanoma samples and wide local excision samples. Amplicon-based libraries were constructed and tested using time and quality parameters as variables. Time elapsed from sample retrieval >7 years, a quality control value > 5.63 and a DNA integrity value < 2.05 indicated samples were not suitable. A decision tree is provided with rate of samples suitable for analysis according to the combination of these parameters.
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20
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Targeted Sequencing of Respiratory Viruses in Clinical Specimens for Pathogen Identification and Genome-Wide Analysis. Methods Mol Biol 2018; 1838:125-140. [PMID: 30128994 PMCID: PMC7121196 DOI: 10.1007/978-1-4939-8682-8_10] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
A large number of viruses can individually and concurrently cause various respiratory illnesses. Metagenomic sequencing using next-generation sequencing (NGS) technology is capable of identifying a variety of pathogens. Here, we describe a method using a large panel of oligo probes to enrich sequence targets of 34 respiratory DNA and RNA viruses that reduces non-viral reads in NGS data and achieves high performance of sequencing-based pathogen identification. The approach can be applied to total nucleic acids purified from respiratory swabs stored in viral transport medium. Illumina TruSeq RNA Access Library procedure is used in targeted sequencing of respiratory viruses. The samples are subjected to RNA fragmentation, random reverse transcription, random PCR amplification, and ligation with barcoded library adaptors. The libraries are pooled and subjected to two rounds of enrichments by using a large panel of oligos designed to capture whole genomes of 34 respiratory viruses. The enriched libraries are amplified and sequenced using Illumina MiSeq sequencing system and reagents. This method can achieve viral detection sensitivity comparable with molecular assay and obtain partial to complete genome sequences for each virus to allow accurate genotyping and variant analysis.
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21
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Bonnet E, Moutet ML, Baulard C, Bacq-Daian D, Sandron F, Mesrob L, Fin B, Delépine M, Palomares MA, Jubin C, Blanché H, Meyer V, Boland A, Olaso R, Deleuze JF. Performance comparison of three DNA extraction kits on human whole-exome data from formalin-fixed paraffin-embedded normal and tumor samples. PLoS One 2018; 13:e0195471. [PMID: 29621323 PMCID: PMC5886566 DOI: 10.1371/journal.pone.0195471] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 03/25/2018] [Indexed: 12/31/2022] Open
Abstract
Next-generation sequencing (NGS) studies are becoming routinely used for the detection of novel and clinically actionable DNA variants at a pangenomic scale. Such analyses are now used in the clinical practice to enable precision medicine. Formalin-fixed paraffin-embedded (FFPE) tissues are still one of the most abundant source of cancer clinical specimen, unfortunately this method of preparation is known to degrade DNA and therefore compromise subsequent analysis. Some studies have reported that variant detection can be performed on FFPE samples sequenced with NGS techniques, but few or none have done an in-depth coverage analysis and compared the influence of different state-of-the-art FFPE DNA extraction kits on the quality of the variant calling. Here, we generated 42 human whole-exome sequencing data sets from fresh-frozen (FF) and FFPE samples. These samples include normal and tumor tissues from two different organs (liver and colon), that we extracted with three different FFPE extraction kits (QIAamp DNA FFPE Tissue kit and GeneRead DNA FFPE kit from Qiagen, Maxwell™ RSC DNA FFPE Kit from Promega). We determined the rate of concordance of called variants between matched FF and FFPE samples on all common variants (representing at least 86% of the total number of variants for SNVs). The concordance rate is very high between all matched FF / FFPE pairs, with equivalent values for the three kits we analyzed. On the other hand, when looking at the difference between the total number of variants in FF and FFPE, we find a significant variation for the three different FFPE DNA extraction kits. Coverage analysis shows that FFPE samples have less good indicators than FF samples, yet the coverage quality remains above accepted thresholds. We detect limited but statistically significant variations in coverage indicator values between the three FFPE extraction kits. Globally, the GeneRead and QIAamp kits have better variant calling and coverage indicators than the Maxwell kit on the samples used in this study, although this kit performs better on some indicators and has advantages in terms of practical usage. Taken together, our results confirm the potential of FFPE samples analysis for clinical genomic studies, but also indicate that the choice of a FFPE DNA extraction kit should be done with careful testing and analysis beforehand in order to maximize the accuracy of the results.
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Affiliation(s)
- Eric Bonnet
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Marie-Laure Moutet
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Céline Baulard
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Delphine Bacq-Daian
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Florian Sandron
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Lilia Mesrob
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Bertrand Fin
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Marc Delépine
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Marie-Ange Palomares
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Claire Jubin
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Hélène Blanché
- Centre d’Etude du Polymorphisme Humain, Fondation Jean Dausset, Paris, France
| | - Vincent Meyer
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Anne Boland
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Robert Olaso
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
| | - Jean-François Deleuze
- Centre National de Recherche en Génomique Humaine, Institut de Biologie François Jacob, Direction de la Recherche Fondamentale, CEA, Evry, France
- LabEx GenMed, Evry, France
- Centre d’Etude du Polymorphisme Humain, Fondation Jean Dausset, Paris, France
- Centre de REFérence, d’Innovation, d’eXpertise et de transfert (CREFIX), Evry, France
- * E-mail:
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22
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A robust targeted sequencing approach for low input and variable quality DNA from clinical samples. NPJ Genom Med 2018; 3:2. [PMID: 29354287 PMCID: PMC5768874 DOI: 10.1038/s41525-017-0041-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2017] [Revised: 11/27/2017] [Accepted: 12/05/2017] [Indexed: 02/07/2023] Open
Abstract
Next-generation deep sequencing of gene panels is being adopted as a diagnostic test to identify actionable mutations in cancer patient samples. However, clinical samples, such as formalin-fixed, paraffin-embedded specimens, frequently provide low quantities of degraded, poor quality DNA. To overcome these issues, many sequencing assays rely on extensive PCR amplification leading to an accumulation of bias and artifacts. Thus, there is a need for a targeted sequencing assay that performs well with DNA of low quality and quantity without relying on extensive PCR amplification. We evaluate the performance of a targeted sequencing assay based on Oligonucleotide Selective Sequencing, which permits the enrichment of genes and regions of interest and the identification of sequence variants from low amounts of damaged DNA. This assay utilizes a repair process adapted to clinical FFPE samples, followed by adaptor ligation to single stranded DNA and a primer-based capture technique. Our approach generates sequence libraries of high fidelity with reduced reliance on extensive PCR amplification—this facilitates the accurate assessment of copy number alterations in addition to delivering accurate single nucleotide variant and insertion/deletion detection. We apply this method to capture and sequence the exons of a panel of 130 cancer-related genes, from which we obtain high read coverage uniformity across the targeted regions at starting input DNA amounts as low as 10 ng per sample. We demonstrate the performance using a series of reference DNA samples, and by identifying sequence variants in DNA from matched clinical samples originating from different tissue types. A new DNA sequencing technology enables comprehensive genetic analyses of poor-quality tumor samples. Hanlee Ji from Stanford University in California, USA, together with colleagues from a company he cofounded called TOMA Biosciences, tested the performance of a targeted sequencing assay known as oligonucleotide-selective sequencing (OS-Seq). They used the “in-solution” version of OS-Seq, which involves a pre-processing step to remove any damaged DNA and then sequences target regions of the genome to look for duplications, insertions or deletions of DNA segments. Using archival specimens (which often contain low quantities of degraded DNA) from patients with lung and colorectal cancer, the researchers showed they could detect sequence variants in a panel of 130 cancer-related genes. The findings suggest the OS-Seq assay could help inform treatment decisions for cancer patients, even with clinical specimens of low quality.
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23
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Vanni I, Coco S, Bonfiglio S, Cittaro D, Genova C, Biello F, Mora M, Rossella V, Dal Bello MG, Truini A, Banelli B, Lazarevic D, Alama A, Rijavec E, Barletta G, Grossi F. Whole exome sequencing of independent lung adenocarcinoma, lung squamous cell carcinoma, and malignant peritoneal mesothelioma: A case report. Medicine (Baltimore) 2016; 95:e5447. [PMID: 27902597 PMCID: PMC5134773 DOI: 10.1097/md.0000000000005447] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
The presence of multiple primary tumors (MPT) in a single patient has been identified with an increasing frequency. A critical issue is to establish if the second tumor represents an independent primary cancer or a metastasis. Therefore, the assessment of MPT clonal origin might help understand the disease behavior and improve the management/prognosis of the patient.Herein, we report a 73-year-old male smoker who developed 2 primary lung cancers (adenocarcinoma and squamous cell carcinoma) and a malignant peritoneal mesothelioma (PM).Whole exome sequencing (WES) of the 3 tumors and of germline DNA was performed to determine the clonal origin and identify genetic cancer susceptibility.Both lung cancers were characterized by a high mutational rate with distinct mutational profiles and activation of tumor-specific pathways. Conversely, the PM harbored a relative low number of genetic variants and a novel mutation in the WT1 gene that might be involved in the carcinogenesis of nonasbestos-related mesothelioma. Finally, WES of the germinal DNA displayed several single nucleotide polymorphisms in DNA repair genes likely conferring higher cancer susceptibility.Overall, WES did not disclose any somatic genetic variant shared across the 3 tumors, suggesting their clonal independency; however, the carcinogenic effect of smoke combined with a deficiency in DNA repair genes and the patient advanced age might have been responsible for the MPT development. This case highlights the WES importance to define the clonal origin of MPT and susceptibility to cancer.
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Affiliation(s)
- Irene Vanni
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Simona Coco
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Silvia Bonfiglio
- Centre for Translational Genomics and Bioinformatics, IRCCS San Raffaele Scientific Institute, Milan
| | - Davide Cittaro
- Centre for Translational Genomics and Bioinformatics, IRCCS San Raffaele Scientific Institute, Milan
| | - Carlo Genova
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
- Department of Internal Medicine and Medical Specialties (DIMI), Università di Genova IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Federica Biello
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Marco Mora
- Department of Pathology, IRCCS AOU San Martino – IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Valeria Rossella
- Centre for Translational Genomics and Bioinformatics, IRCCS San Raffaele Scientific Institute, Milan
| | - Maria Giovanna Dal Bello
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Anna Truini
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
- Department of Internal Medicine and Medical Specialties (DIMI), Università di Genova IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Barbara Banelli
- Laboratory of Tumor Epigenetics, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro and Department of Health Sciences, Università di Genova, Genova, Italy
| | - Dejan Lazarevic
- Centre for Translational Genomics and Bioinformatics, IRCCS San Raffaele Scientific Institute, Milan
| | - Angela Alama
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Erika Rijavec
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Giulia Barletta
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
| | - Francesco Grossi
- Lung Cancer Unit, IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova
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