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Kourie HR, Zouein J, Zalaquett Z, Chebly A, Nasr L, Karak FE, Sadek M, Safar O, Fouani M, Bitar N, Kachmar K, Nasr F, Farhat F, Makarem J, Kattan J, Taieb J. Liquid biopsy as a tool for KRAS/NRAS/BRAF baseline testing in metastatic colorectal cancer. Clin Res Hepatol Gastroenterol 2024; 48:102417. [PMID: 39009221 DOI: 10.1016/j.clinre.2024.102417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 07/08/2024] [Accepted: 07/09/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND The absence of KRAS and NRAS gene mutations (RAS wild type) in metastatic colorectal cancer (mCRC), is associated with a good response to targeted therapy with anti-EGFR receptor antibodies. The current gold standard for RAS mutational status identification is genetic testing on tissue biopsy samples. OBJECTIVE This study aimed to assess the relevance of liquid biopsy as a less invasive alternative to tissue biopsy for detecting KRAS/NRAS and BRAF mutations in patients with metastatic colorectal cancer (mCRC). The study also aimed to determine the concordance between liquid biopsy and tissue biopsy. METHODS This is a phase IV, observational, uncontrolled, non-comparative, non-randomized, open label study. RAS/BRAF status will be tested at baseline using tissue and liquid biopsy using the Idylla/Biocartis PCR-based device. The primary endpoint is the comparison of the RAS status based on liquid biopsy with the RAS status based on tissue biopsy. RESULTS 100 patients with mCRC were included in the study. 75 % of patients showed concordant results between liquid biopsy and tissue biopsy, while 25 % had discordant results. Liquid biopsy demonstrated a sensitivity of 62 % and a specificity of 93 %. The accuracy of liquid biopsy was 75 %, with a moderate agreement between the two tests. The most frequent mutations in concordant cases were in KRAS (41 %), followed by NRAS (4 %) and BRAF (3 %). Mutations were not detected in 42 % of tissue biopsy samples and 60 % of liquid biopsy samples. The presence of hepatic metastases did not significantly affect the concordance between the biopsy methods. CONCLUSION Liquid biopsy using the Idylla™ system showed a relatively low sensitivity but high specificity for detecting KRAS/NRAS and BRAF mutations in mCRC patients. Despite some discordant cases, liquid biopsy remains a promising alternative to tissue biopsy due to its non-invasiveness, ability to provide multiple samples, and better representation of tumor heterogeneity.
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Affiliation(s)
- Hampig Raphael Kourie
- Hematology-Oncology Department, Hôtel-Dieu de France University Hospital, Saint Joseph University, Boulevard Alfred Naccache, Beirut, Lebanon.
| | - Joseph Zouein
- Hematology-Oncology Department, Hôtel-Dieu de France University Hospital, Saint Joseph University, Boulevard Alfred Naccache, Beirut, Lebanon; Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Ziad Zalaquett
- Hematology-Oncology Department, Hôtel-Dieu de France University Hospital, Saint Joseph University, Boulevard Alfred Naccache, Beirut, Lebanon
| | - Alain Chebly
- Jacques Loiselet Center for Medical Genetics and Genomics (CGGM), Faculty of Medicine, Saint Joseph University, Beirut, Lebanon; Higher Institute of Public Health, Saint Joseph University, Beirut, Lebanon
| | - Lewis Nasr
- Hematology-Oncology Department, Hôtel-Dieu de France University Hospital, Saint Joseph University, Boulevard Alfred Naccache, Beirut, Lebanon
| | - Fadi El Karak
- Hematology-Oncology Department, Hôtel-Dieu de France University Hospital, Saint Joseph University, Boulevard Alfred Naccache, Beirut, Lebanon
| | - Maroun Sadek
- Hematology-Oncology Department, Lebanese Hospital Geitaoui, Beirut, Lebanon
| | | | | | | | | | - Fady Nasr
- Hematology-Oncology Department, Hôtel-Dieu de France University Hospital, Saint Joseph University, Boulevard Alfred Naccache, Beirut, Lebanon
| | | | | | - Joseph Kattan
- Hematology-Oncology Department, Hôtel-Dieu de France University Hospital, Saint Joseph University, Boulevard Alfred Naccache, Beirut, Lebanon
| | - Julien Taieb
- Hôpital Européen Georges Pompidou, Paris, France
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Léonce C, Guerriau C, Chalabreysse L, Duruisseaux M, Couraud S, Brevet M, Bringuier PP, Poncet DA. Comparison and Validation of Rapid Molecular Testing Methods for Theranostic Epidermal Growth Factor Receptor Alterations in Lung Cancer: Idylla versus Digital Droplet PCR. Int J Mol Sci 2023; 24:15684. [PMID: 37958668 PMCID: PMC10648419 DOI: 10.3390/ijms242115684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 10/20/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023] Open
Abstract
Targeting EGFR alterations, particularly the L858R (Exon 21) mutation and Exon 19 deletion (del19), has significantly improved the survival of lung cancer patients. From now on, the issue is to shorten the time to treatment. Here, we challenge two well-known rapid strategies for EGFR testing: the cartridge-based platform Idylla™ (Biocartis) and a digital droplet PCR (ddPCR) approach (ID_Solution). To thoroughly investigate each testing performance, we selected a highly comprehensive cohort of 39 unique del19 (in comparison, the cbioportal contains 40 unique del19), and 9 samples bearing unique polymorphisms in exon 19. Additional L858R (N = 24), L861Q (N = 1), del19 (N = 63), and WT samples (N = 34) were used to determine clear technical and biological cutoffs. A total of 122 DNA samples extracted from formaldehyde-fixed samples was used as input. No false positive results were reported for either of the technologies, as long as careful droplet selection (ddPCR) was ensured for two polymorphisms. ddPCR demonstrated higher sensitivity in detecting unique del19 (92.3%, 36/39) compared to Idylla (67.7%, 21/31). However, considering the prevalence of del19 and L858R in the lung cancer population, the adjusted theranostic values were similar (96.51% and 95.26%, respectively). ddPCR performs better for small specimens and low tumoral content, but in other situations, Idylla is an alternative (especially if a molecular platform is absent).
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Affiliation(s)
- Camille Léonce
- Department of Pathology, Tumor Molecular Biology Unit, Groupement Hospitalier Est, Hospices Civils de Lyon, 69394 Bron, France; (C.L.); (C.G.); (L.C.); (M.B.); (P.-P.B.)
- University of Lyon, Université Claude Bernard Lyon 1, 69100 Lyon, France; (M.D.); (S.C.)
- Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, 69008 Lyon, France
| | - Clémence Guerriau
- Department of Pathology, Tumor Molecular Biology Unit, Groupement Hospitalier Est, Hospices Civils de Lyon, 69394 Bron, France; (C.L.); (C.G.); (L.C.); (M.B.); (P.-P.B.)
- CNRS UMR 5261, INSERM U 1315, LabEx DEVweCAN, Institut NeuroMyoGène (INMG), Pathophysiology and Genetics of the Neuron and Muscle (PGNM) Laboratory, Team Chromatin Dynamics, Nuclear Domains, Virus, 69008 Lyon, France
| | - Lara Chalabreysse
- Department of Pathology, Tumor Molecular Biology Unit, Groupement Hospitalier Est, Hospices Civils de Lyon, 69394 Bron, France; (C.L.); (C.G.); (L.C.); (M.B.); (P.-P.B.)
- University of Lyon, Université Claude Bernard Lyon 1, 69100 Lyon, France; (M.D.); (S.C.)
| | - Michaël Duruisseaux
- University of Lyon, Université Claude Bernard Lyon 1, 69100 Lyon, France; (M.D.); (S.C.)
- Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, 69008 Lyon, France
- Respiratory Department and Early Phase, Louis Pradel Hospital, Hospices Civils de Lyon Cancer Institute, 69100 Lyon, France
| | - Sébastien Couraud
- University of Lyon, Université Claude Bernard Lyon 1, 69100 Lyon, France; (M.D.); (S.C.)
- Department of Pulmonology and Thoracic Oncology, Lyon Sud Hospital, 69495 Pierre Bénite, France
| | - Marie Brevet
- Department of Pathology, Tumor Molecular Biology Unit, Groupement Hospitalier Est, Hospices Civils de Lyon, 69394 Bron, France; (C.L.); (C.G.); (L.C.); (M.B.); (P.-P.B.)
- University of Lyon, Université Claude Bernard Lyon 1, 69100 Lyon, France; (M.D.); (S.C.)
| | - Pierre-Paul Bringuier
- Department of Pathology, Tumor Molecular Biology Unit, Groupement Hospitalier Est, Hospices Civils de Lyon, 69394 Bron, France; (C.L.); (C.G.); (L.C.); (M.B.); (P.-P.B.)
- University of Lyon, Université Claude Bernard Lyon 1, 69100 Lyon, France; (M.D.); (S.C.)
| | - Delphine Aude Poncet
- Department of Pathology, Tumor Molecular Biology Unit, Groupement Hospitalier Est, Hospices Civils de Lyon, 69394 Bron, France; (C.L.); (C.G.); (L.C.); (M.B.); (P.-P.B.)
- University of Lyon, Université Claude Bernard Lyon 1, 69100 Lyon, France; (M.D.); (S.C.)
- CNRS UMR 5261, INSERM U 1315, LabEx DEVweCAN, Institut NeuroMyoGène (INMG), Pathophysiology and Genetics of the Neuron and Muscle (PGNM) Laboratory, Team Chromatin Dynamics, Nuclear Domains, Virus, 69008 Lyon, France
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Suda K, Sakai K, Ohira T, Chikugo T, Satou T, Matsubayashi J, Nagao T, Ikeda N, Tsutani Y, Mitsudomi T, Nishio K. Performance of Ultra-Rapid Idylla™ EGFR Mutation Test in Non-Small-Cell Lung Cancer and Its Potential at Clinical Molecular Screening. Cancers (Basel) 2023; 15:cancers15092648. [PMID: 37174112 PMCID: PMC10177517 DOI: 10.3390/cancers15092648] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 05/03/2023] [Accepted: 05/03/2023] [Indexed: 05/15/2023] Open
Abstract
BACKGROUND The Idylla™ EGFR Mutation Test is an ultra-rapid single-gene test that detects epidermal growth factor receptor (EGFR) mutations using formalin-fixed paraffin-embedded specimens. Here, we compared the performance of the Idylla EGFR Mutation Test with the Cobas® EGFR Mutation Test v2. METHODS Surgically resected NSCLC specimens obtained at two Japanese institutions (N = 170) were examined. The Idylla EGFR Mutation Test and the Cobas EGFR Mutation Test v2 were performed independently and the results were compared. For discordant cases, the Ion AmpliSeq Colon and Lung Cancer Research Panel V2 was performed. RESULTS After the exclusion of five inadequate/invalid samples, 165 cases were evaluated. EGFR mutation analysis revealed 52 were positive and 107 were negative for EGFR mutation in both assays (overall concordance rate: 96.4%). Analyses of the six discordant cases revealed that the Idylla EGFR Mutation Test was correct in four and the Cobas EGFR Mutation Test v2 was correct in two. In a trial calculation, the combination of the Idylla EGFR Mutation Test followed by a multi-gene panel test will reduce molecular screening expenses if applied to a cohort with EGFR mutation frequency >17.9%. CONCLUSIONS We demonstrated the accuracy and potential clinical utility of the Idylla EGFR Mutation Test as a molecular screening platform in terms of turnaround time and molecular testing cost if applied to a cohort with a high EGFR mutation incidence (>17.9%).
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Affiliation(s)
- Kenichi Suda
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osakasayama 589-8511, Japan
| | - Kazuko Sakai
- Department of Genome Biology, Kindai University Faculty of Medicine, Osakasayama 589-8511, Japan
| | - Tatsuo Ohira
- Department of Surgery, Tokyo Medical University, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Takaaki Chikugo
- Department of Diagnostic Pathology, Kindai University Hospital, Osakasayama 589-8511, Japan
| | - Takao Satou
- Department of Diagnostic Pathology, Kindai University Hospital, Osakasayama 589-8511, Japan
| | - Jun Matsubayashi
- Department of Anatomic Pathology, Tokyo Medical University, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Toshitaka Nagao
- Department of Anatomic Pathology, Tokyo Medical University, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Norihiko Ikeda
- Department of Surgery, Tokyo Medical University, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Yasuhiro Tsutani
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osakasayama 589-8511, Japan
| | - Tetsuya Mitsudomi
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osakasayama 589-8511, Japan
| | - Kazuto Nishio
- Department of Genome Biology, Kindai University Faculty of Medicine, Osakasayama 589-8511, Japan
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Casula M, Pisano M, Paliogiannis P, Colombino M, Sini MC, Zinellu A, Santeufemia D, Manca A, Casula S, Tore S, Lobrano R, Sardinian Lung Cancer Study Group, Cossu A, Palmieri G. Comparison between Three Different Techniques for the Detection of EGFR Mutations in Liquid Biopsies of Patients with Advanced Stage Lung Adenocarcinoma. Int J Mol Sci 2023; 24:ijms24076410. [PMID: 37047382 PMCID: PMC10094170 DOI: 10.3390/ijms24076410] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 03/12/2023] [Accepted: 03/27/2023] [Indexed: 03/31/2023] Open
Abstract
Oncogenic mutations in the EGFR gene are targets of tyrosine kinase inhibitors (TKIs) in lung adenocarcinoma (LC) patients, and their search is mandatory to make decisions on treatment strategies. Liquid biopsy of circulating tumour DNA (ctDNA) is increasingly used to detect EGFR mutations, including main activating alterations (exon 19 deletions and exon 21 L858R mutation) and T790M mutation, which is the most common mechanism of acquired resistance to first- and second-generation TKIs. In this study, we prospectively compared three different techniques for EGFR mutation detection in liquid biopsies of such patients. Fifty-four ctDNA samples from 48 consecutive advanced LC patients treated with TKIs were tested for relevant EGFR mutations with Therascreen® EGFR Plasma RGQ-PCR Kit (Qiagen). Samples were subsequently tested with two different technologies, with the aim to compare the EGFR detection rates: real-time PCR based Idylla™ ctEGFR mutation assay (Biocartis) and next-generation sequencing (NGS) system with Ion AmpliSeq Cancer Hotspot panel (ThermoFisher). A high concordance rate for main druggable EGFR alterations was observed with the two real-time PCR-based assays, ranging from 100% for T790M mutation to 94% for L858R variant and 85% for exon 19 deletions. Conversely, lower concordance rates were found between real-time PCR approaches and the NGS method (L858R: 88%; exon19-dels: 74%; T790M: 37.5%). Our results evidenced an equivalent detection ability between PCR-based techniques for circulating EGFR mutations. The NGS assay allowed detection of a wider range of EGFR mutations but showed a poor ability to detect T790M.
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Affiliation(s)
- Milena Casula
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
| | - Marina Pisano
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
| | - Panagiotis Paliogiannis
- Anatomic Pathology and Histology, University Hospital (AOU) of Sassari, 07100 Sassari, Italy; (P.P.); (R.L.); (A.C.)
| | - Maria Colombino
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
| | - Maria Cristina Sini
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
| | - Angelo Zinellu
- Department of Biomedical Sciences (DSB), University of Sassari, 07100 Sassari, Italy;
| | | | - Antonella Manca
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
| | - Stefania Casula
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
| | - Silvia Tore
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
| | - Renato Lobrano
- Anatomic Pathology and Histology, University Hospital (AOU) of Sassari, 07100 Sassari, Italy; (P.P.); (R.L.); (A.C.)
| | | | - Antonio Cossu
- Anatomic Pathology and Histology, University Hospital (AOU) of Sassari, 07100 Sassari, Italy; (P.P.); (R.L.); (A.C.)
| | - Giuseppe Palmieri
- Unit of Cancer Genetics, Institute of Genetic Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy; (M.C.) (M.P.); (M.C.); (M.C.S.); (A.M.); (S.C.); (S.T.)
- Immuno-Oncology & Targeted Cancer Biotherapies, University of Sassari, 07100 Sassari, Italy
- Correspondence: or ; Tel.: +39-07-9284-1303
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Hanbazazh M, Morlote D, Mackinnon AC, Harada S. Utility of Single-Gene Testing in Cancer Specimens. Clin Lab Med 2022; 42:385-394. [DOI: 10.1016/j.cll.2022.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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6
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Nkosi D, Casler VL, Syposs CR, Oltvai ZN. Utility of Select Gene Mutation Detection in Tumors by the Idylla Rapid Multiplex PCR Platform in Comparison to Next-Generation Sequencing. Genes (Basel) 2022; 13:genes13050799. [PMID: 35627184 PMCID: PMC9141835 DOI: 10.3390/genes13050799] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 04/24/2022] [Accepted: 04/26/2022] [Indexed: 02/01/2023] Open
Abstract
Testing of tumors by next generation sequencing (NGS) is impacted by relatively long turnaround times and a need for highly trained personnel. Recently, Idylla oncology assays were introduced to test for BRAF, EGFR, KRAS, and NRAS common hotspot mutations that do not require specialized trained personnel. Moreover, the interpretation of results is fully automated, with rapid turnaround time. Though Idylla testing and NGS have been shown to have high concordance in identifying EGFR, BRAF, KRAS, and NRAS hotspot mutations, there is limited experience on optimal ways the Idylla system can be used in routine practice. We retrospectively evaluated all cases with EGFR, BRAF, KRAS, or NRAS mutations identified in clinical specimens sequenced on two different NGS panels at the University of Rochester Medical Center (URMC) molecular diagnostics laboratory between July 2020 and July 2021 and assessed if these mutations would be detected by the Idylla cartridges if used. We found that the Idylla system could accurately identify Tier 1 or 2 actionable genomic alterations in select associated disease pathologies if used. Yet, in a minority of cases, we would have been unable to detect NGS-identified pathogenic mutations due to their absence on the Idylla panels. We derived algorithmic practice guidelines for the use of the Idylla cartridges. Overall, Idylla molecular testing could be implemented either as a first-line standalone diagnostic tool in select indications or for orthogonal confirmation of uncertain results.
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7
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Bourhis A, Remoué A, Samaison L, Uguen A. Diagnostic mutationnel rapide Idylla™ : applications théranostiques actuelles et futures. Ann Pathol 2022; 42:329-343. [DOI: 10.1016/j.annpat.2021.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 12/07/2021] [Accepted: 12/12/2021] [Indexed: 10/19/2022]
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8
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Olave MC, Graham RP. Mismatch repair deficiency: The what, how and why it is important. Genes Chromosomes Cancer 2021; 61:314-321. [PMID: 34837268 DOI: 10.1002/gcc.23015] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 11/17/2021] [Accepted: 11/18/2021] [Indexed: 12/15/2022] Open
Abstract
The mismatch repair system is a major pathway that functions in the maintenance of genomic integrity. It is involved in mitotic and meiotic recombination, apoptosis, immunoglobulin gene rearrangement, somatic hypermutation, and other processes. Deficiencies in mismatch repair give rise to hypermutability and the phenomenon called microsatellite instability. Detection of deficient mismatch repair function or microsatellite instability is used diagnostically, predictively, and prognostically. Specifically, deficient mismatch repair function is used for screening of Lynch syndrome, determining patients who are likely to respond to immune checkpoint inhibition, and to contributes to an understanding of which cancer patients may pursue a more aggressive clinical course. Microsatellite instability can be evaluated directly by polymerase chain reaction (PCR) or indirectly by assessment of mismatch repair protein expression using immunohistochemistry (IHC), and mismatch repair function using next-generation sequencing assays which evaluates homopolymer indels. In this article, we provide a concise practical review on mismatch repair deficiency (MMR-d)/microsatellite instability (MSI), focusing on clinical testing, different testing methods, interpretation of findings, the predictive, and prognostic utility of MSI.
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Affiliation(s)
- Maria C Olave
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Rondell P Graham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
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9
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Reddy S, Hung LH, Sala-Torra O, Radich JP, Yeung CC, Yeung KY. A graphical, interactive and GPU-enabled workflow to process long-read sequencing data. BMC Genomics 2021; 22:626. [PMID: 34425749 PMCID: PMC8381503 DOI: 10.1186/s12864-021-07927-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 08/10/2021] [Indexed: 12/18/2022] Open
Abstract
Background Long-read sequencing has great promise in enabling portable, rapid molecular-assisted cancer diagnoses. A key challenge in democratizing long-read sequencing technology in the biomedical and clinical community is the lack of graphical bioinformatics software tools which can efficiently process the raw nanopore reads, support graphical output and interactive visualizations for interpretations of results. Another obstacle is that high performance software tools for long-read sequencing data analyses often leverage graphics processing units (GPU), which is challenging and time-consuming to configure, especially on the cloud. Results We present a graphical cloud-enabled workflow for fast, interactive analysis of nanopore sequencing data using GPUs. Users customize parameters, monitor execution and visualize results through an accessible graphical interface. The workflow and its components are completely containerized to ensure reproducibility and facilitate installation of the GPU-enabled software. We also provide an Amazon Machine Image (AMI) with all software and drivers pre-installed for GPU computing on the cloud. Most importantly, we demonstrate the potential of applying our software tools to reduce the turnaround time of cancer diagnostics by generating blood cancer (NB4, K562, ME1, 238 MV4;11) cell line Nanopore data using the Flongle adapter. We observe a 29x speedup and a 93x reduction in costs for the rate-limiting basecalling step in the analysis of blood cancer cell line data. Conclusions Our interactive and efficient software tools will make analyses of Nanopore data using GPU and cloud computing accessible to biomedical and clinical scientists, thus facilitating the adoption of cost effective, fast, portable and real-time long-read sequencing. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07927-1.
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Affiliation(s)
| | - Ling-Hong Hung
- School of Engineering and Technology, University of Washington, 98402, Tacoma, WA, USA
| | - Olga Sala-Torra
- Clinical Research Division, Fred Hutchinson Cancer Research Center, 98109, Seattle, WA, USA
| | - Jerald P Radich
- Clinical Research Division, Fred Hutchinson Cancer Research Center, 98109, Seattle, WA, USA.,Clinical Research Division, Kurt Enslein Endowed Chair, Fred Hutchinson Cancer Research Center, 98109, Seattle, WA, USA.,Department of Medicine, University of Washington, 98109, Seattle, WA, USA
| | - Cecilia Cs Yeung
- Clinical Research Division, Fred Hutchinson Cancer Research Center, 98109, Seattle, WA, USA.,Department of Laboratory Medicine and Pathology, University of Washington, 98109, Seattle, WA, USA
| | - Ka Yee Yeung
- School of Engineering and Technology, University of Washington, 98402, Tacoma, WA, USA.
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10
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Haiduk T, Brockmann M, Tillmann RL, Pieper M, Lüsebrink J, Schildgen V, Schildgen O. Comparison of Biocartis IDYLLA ™ cartridge assay with Qiagen GeneReader NGS for detection of targetable mutations in EGFR, KRAS/NRAS, and BRAF genes. Exp Mol Pathol 2021; 120:104634. [PMID: 33773991 DOI: 10.1016/j.yexmp.2021.104634] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 12/29/2020] [Accepted: 03/22/2021] [Indexed: 10/21/2022]
Abstract
Lung and colorectal cancers (CRC) have two of the highest mortality rates among all cancer types, and their occurrence and the need for personalized diagnostics and subsequent therapy were not influenced by the COVID-19 pandemics. However, due to the disruption of established delivery chains, standard assays for in vitro diagnostics of those cancers were temporarily not available, forcing us to implement alternative testing methods that enabled at least basic therapy decision making. For this reason, we evaluated rapid testing on the Biocartis Idylla™ platform (Biocartis, Mechelen, Belgium) for four important genes commonly mutated in lung and colorectal cancers, namely EGFR, NRAS, KRAS, and BRAF. Clinical specimens from which the mutation status has previously been determined using Next Generation Sequencing (NGS), were retested to determine whether Idylla™ can offer accurate results. To compare the results, the sensitivity, specificity, positive predictive values (PPV) and negative predictive values (NPV) are calculated for each of the mutation types and then combined to determine the values of the Idylla™ system in total, while setting NGS as the gold-standard basis the assays were compared with. Idylla testing thereby displayed acceptable sensitivity and specificity and delivered reliable results for initial therapy decisions.
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Affiliation(s)
- Tiffany Haiduk
- Kliniken der Stadt Köln, Klinikum der Privaten Universität Witten, Ostmerheimer Str. 200, 51109, Köln, (Cologne), Germany
| | - Michael Brockmann
- Kliniken der Stadt Köln, Klinikum der Privaten Universität Witten, Ostmerheimer Str. 200, 51109, Köln, (Cologne), Germany.
| | - Ramona-Liza Tillmann
- Kliniken der Stadt Köln, Klinikum der Privaten Universität Witten, Ostmerheimer Str. 200, 51109, Köln, (Cologne), Germany.
| | - Monika Pieper
- Kliniken der Stadt Köln, Klinikum der Privaten Universität Witten, Ostmerheimer Str. 200, 51109, Köln, (Cologne), Germany.
| | - Jessica Lüsebrink
- Kliniken der Stadt Köln, Klinikum der Privaten Universität Witten, Ostmerheimer Str. 200, 51109, Köln, (Cologne), Germany.
| | - Verena Schildgen
- Kliniken der Stadt Köln, Klinikum der Privaten Universität Witten, Ostmerheimer Str. 200, 51109, Köln, (Cologne), Germany.
| | - Oliver Schildgen
- Kliniken der Stadt Köln, Klinikum der Privaten Universität Witten, Ostmerheimer Str. 200, 51109, Köln, (Cologne), Germany.
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