1
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Miao R, Blue K, Sommerer K, Shah A, Bottiglieri S, del Cueto A, Berry DK, Ho TT, Hicks JK, Kim DW. PARP Inhibitors in Pancreatic Cancer with Homologous Recombination Repair Gene Mutations: A Single-Institution Experience. Cancers (Basel) 2024; 16:3447. [PMID: 39456541 PMCID: PMC11505755 DOI: 10.3390/cancers16203447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Revised: 09/30/2024] [Accepted: 10/07/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND Limited data are available regarding the anticancer activity of PARP inhibitors (PARPis) in pancreatic cancer with mutations in HRR genes other than BRCA and PALB2. METHODS We retrospectively reviewed the clinical characteristics and outcomes of 48 patients with advanced pancreatic cancer harboring pathogenic germline and/or somatic HRR mutations who were treated with PARPis. RESULTS Thirty patients had germline (g)HRR mutations only, twelve had somatic (s)HRR mutations only, and six had concomitant gHRR and sHRR mutations. The objective response rate (ORR) was 22%. The median progression-free survival (mPFS) and overall survival (mOS) were 6.9 and 11.5 months, respectively. Five patients received olaparib in the front-line setting due to borderline performance status. Their ORR was 20%, and their mPFS and mOS were both 11.3 months. The ORR was higher in patients with BRCA or PALB2 mutations (germline or somatic) than in those with non-BRCA/PALB2 mutations. Patients with somatic non-BRCA/PALB2 variants had a shorter mPFS. Patients with concomitant gHRR/sHRR mutations or gHRR mutations alone had a significantly longer mPFS than those with sHRR mutations only. CONCLUSIONS PARP inhibitors may be considered for patients with advanced pancreatic cancer harboring pathogenic alterations of BRCA who cannot tolerate standard chemotherapy. Maintenance PARPis can be considered in selected patients with non-BRCA/non-PALB2 HRR mutations.
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Affiliation(s)
- Ruoyu Miao
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA; (R.M.); (K.B.); (K.S.); (A.S.); (S.B.)
| | - Kirsten Blue
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA; (R.M.); (K.B.); (K.S.); (A.S.); (S.B.)
| | - Katelyn Sommerer
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA; (R.M.); (K.B.); (K.S.); (A.S.); (S.B.)
| | - Anand Shah
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA; (R.M.); (K.B.); (K.S.); (A.S.); (S.B.)
| | - Sal Bottiglieri
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA; (R.M.); (K.B.); (K.S.); (A.S.); (S.B.)
| | - Alex del Cueto
- Department of Pathology, Moffitt Cancer Center, Tampa, FL 33612, USA; (A.d.C.); (D.K.B.); (T.T.H.); (J.K.H.)
| | - Darcy K. Berry
- Department of Pathology, Moffitt Cancer Center, Tampa, FL 33612, USA; (A.d.C.); (D.K.B.); (T.T.H.); (J.K.H.)
| | - Teresa T. Ho
- Department of Pathology, Moffitt Cancer Center, Tampa, FL 33612, USA; (A.d.C.); (D.K.B.); (T.T.H.); (J.K.H.)
| | - James Kevin Hicks
- Department of Pathology, Moffitt Cancer Center, Tampa, FL 33612, USA; (A.d.C.); (D.K.B.); (T.T.H.); (J.K.H.)
| | - Dae Won Kim
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA; (R.M.); (K.B.); (K.S.); (A.S.); (S.B.)
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Alontaga AY, Cano P, Ozakinci H, Puskas JA, Stewart PA, Welsh EA, Yoder SJ, Hicks JK, Saltos AN, Bossler AD, Haura EB, Koomen JM, Boyle TA. Implementation of a High-Accuracy Targeted Gene Expression Panel for Clinical Care. J Mol Diagn 2024; 26:685-699. [PMID: 38777037 PMCID: PMC11299514 DOI: 10.1016/j.jmoldx.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 02/29/2024] [Accepted: 04/17/2024] [Indexed: 05/25/2024] Open
Abstract
This study describes the validation of a clinical RNA expression panel with evaluation of concordance between gene copy gain by a next-generation sequencing (NGS) assay and high gene expression by an RNA expression panel. The RNA Salah Targeted Expression Panel (RNA STEP) was designed with input from oncologists to include 204 genes with utility for clinical trial prescreening and therapy selection. RNA STEP was validated with the nanoString platform using remnant formalin-fixed, paraffin-embedded-derived RNA from 102 patients previously tested with a validated clinical NGS panel. The repeatability, reproducibility, and concordance of RNA STEP results with NGS results were evaluated. RNA STEP demonstrated high repeatability and reproducibility, with excellent correlation (r > 0.97, P < 0.0001) for all comparisons. Comparison of RNA STEP high gene expression (log2 ratio ≥ 2) versus NGS DNA-based gene copy number gain (copies ≥ 5) for 38 mutually covered genes revealed an accuracy of 93.0% with a positive percentage agreement of 69.4% and negative percentage agreement of 93.8%. Moderate correlation was observed between platforms (r = 0.53, P < 0.0001). Concordance between high gene expression and gene copy number gain varied by specific gene, and some genes had higher accuracy between assays. Clinical implementation of RNA STEP provides gene expression data complementary to NGS and offers a tool for prescreening patients for clinical trials.
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Affiliation(s)
- Aileen Y Alontaga
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Pedro Cano
- Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Hilal Ozakinci
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - John A Puskas
- Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Paul A Stewart
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Eric A Welsh
- Biostatistics and Bioinformatics Shared Resource, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Sean J Yoder
- Molecular Genomics Core Facility, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - J Kevin Hicks
- Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Andreas N Saltos
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Aaron D Bossler
- Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Eric B Haura
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - John M Koomen
- Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida; Department of Molecular Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Theresa A Boyle
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida; Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida.
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3
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Gallagher JE, Saeed-Vafa D, Bui MM, Makanji R. Coffin-Siris Syndrome and SMARCB1 Mutation Presenting With Schwannomatosis: A Case Report and Literature Review. Cureus 2024; 16:e67333. [PMID: 39170644 PMCID: PMC11336513 DOI: 10.7759/cureus.67333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 08/19/2024] [Indexed: 08/23/2024] Open
Abstract
Coffin-Siris syndrome (CSS) is a rare genetic condition associated with mutations in genes responsible for the modulation of gene expression and chromatin remodeling. Patients with CSS commonly present with congenital anomalies, intellectual disabilities, and developmental delays. We describe a case of a 28-year-old woman with a confirmed diagnosis of CSS and SMARCB1 mutation who presents with multiple schwannomas and an intra-abdominal neurofibroma. The patient underwent embolization and resection of an enlarging, symptomatic schwannoma of her left medial upper arm. In detailing the patient's presentation, this case report underscores the association between SMARCB1 mutations, CSS, and tumorigenesis.
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Affiliation(s)
- Julia E Gallagher
- Department of Medicine, University of South Florida Health Morsani College of Medicine, Tampa, USA
| | - Daryoush Saeed-Vafa
- Department of Pathology, Moffitt Cancer Center and Research Institute, Tampa, USA
| | - Marilyn M Bui
- Department of Pathology, Moffitt Cancer Center and Research Institute, Tampa, USA
| | - Rikesh Makanji
- Department of Diagnostic Imaging and Interventional Radiology, Moffitt Cancer Center and Research Institute, Tampa, USA
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4
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Zhang W, Schmitz AA, Kallionpää RE, Perälä M, Pitkänen N, Tukiainen M, Alanne E, Jöhrens K, Schulze-Rath R, Farahmand B, Zong J. Neurotrophic tyrosine receptor kinase gene fusions in adult and pediatric patients with solid tumors: a clinicogenomic biobank and record linkage study of expression frequency and patient characteristics from Finland. Acta Oncol 2024; 63:542-551. [PMID: 38967220 PMCID: PMC11332464 DOI: 10.2340/1651-226x.2024.26452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 05/14/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND Neurotrophic tyrosine receptor kinase (NTRK) gene fusions are oncogenic drivers. Using the Auria Biobank in Finland, we aimed to identify and characterize patients with these gene fusions, and describe their clinical and tumor characteristics, treatments received, and outcomes. MATERIAL AND METHODS We evaluated pediatrics with any solid tumor type and adults with colorectal cancer (CRC), non-small cell lung cancer (NSCLC), sarcoma, or salivary gland cancer. We determined tropomyosin receptor kinase (TRK) protein expression by pan-TRK immunohistochemistry (IHC) staining of tumor samples from the Auria Biobank, scored by a certified pathologist. NTRK gene fusion was confirmed by next generation sequencing (NGS). All 2,059 patients were followed-up starting 1 year before their cancer diagnosis. RESULTS Frequency of NTRK gene fusion tumors was 3.1% (4/127) in pediatrics, 0.7% (8/1,151) for CRC, 0.3% (1/288) for NSCLC, 0.9% (1/114) for salivary gland cancer, and 0% (0/379) for sarcoma. Among pediatrics there was one case each of fibrosarcoma (TPM3::NTRK1), Ewing's sarcoma (LPPR1::NTRK2), primitive neuroectodermal tumor (DAB2IP::NTRK2), and papillary thyroid carcinoma (RAD51B::NTRK3). Among CRC patients, six harbored tumors with NTRK1 fusions (three fused with TPM3), one harbored a NTRK3::GABRG1 fusion, and the other a NTRK2::FXN/LPPR1 fusion. Microsatellite instability was higher in CRC patients with NTRK gene fusion tumors versus wild-type tumors (50.0% vs. 4.4%). Other detected fusions were SGCZ::NTRK3 (NSCLC) and ETV6::NTRK3 (salivary gland cancer). Four patients (three CRC, one NSCLC) received chemotherapy; one patient (with CRC) received radiotherapy. CONCLUSION NTRK gene fusions are rare in adult CRC, NSCLC, salivary tumors, sarcoma, and pediatric solid tumors.
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Affiliation(s)
| | | | - Roosa E Kallionpää
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Merja Perälä
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Niina Pitkänen
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Mikko Tukiainen
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Erika Alanne
- Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland; Western Finland Cancer Centre, Turku, Finland
| | - Korinna Jöhrens
- Dresden University Hospital, Technical University Dresden, Dresden, Germany
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5
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Shahamatdar S, Saeed-Vafa D, Linsley D, Khalil F, Lovinger K, Li L, McLeod HT, Ramachandran S, Serre T. Deceptive learning in histopathology. Histopathology 2024; 85:116-132. [PMID: 38556922 PMCID: PMC11162337 DOI: 10.1111/his.15180] [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: 02/01/2024] [Revised: 03/08/2024] [Accepted: 03/10/2024] [Indexed: 04/02/2024]
Abstract
AIMS Deep learning holds immense potential for histopathology, automating tasks that are simple for expert pathologists and revealing novel biology for tasks that were previously considered difficult or impossible to solve by eye alone. However, the extent to which the visual strategies learned by deep learning models in histopathological analysis are trustworthy or not has yet to be systematically analysed. Here, we systematically evaluate deep neural networks (DNNs) trained for histopathological analysis in order to understand if their learned strategies are trustworthy or deceptive. METHODS AND RESULTS We trained a variety of DNNs on a novel data set of 221 whole-slide images (WSIs) from lung adenocarcinoma patients, and evaluated their effectiveness at (1) molecular profiling of KRAS versus EGFR mutations, (2) determining the primary tissue of a tumour and (3) tumour detection. While DNNs achieved above-chance performance on molecular profiling, they did so by exploiting correlations between histological subtypes and mutations, and failed to generalise to a challenging test set obtained through laser capture microdissection (LCM). In contrast, DNNs learned robust and trustworthy strategies for determining the primary tissue of a tumour as well as detecting and localising tumours in tissue. CONCLUSIONS Our work demonstrates that DNNs hold immense promise for aiding pathologists in analysing tissue. However, they are also capable of achieving seemingly strong performance by learning deceptive strategies that leverage spurious correlations, and are ultimately unsuitable for research or clinical work. The framework we propose for model evaluation and interpretation is an important step towards developing reliable automated systems for histopathological analysis.
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Affiliation(s)
- Sahar Shahamatdar
- Center for Computational Molecular Biology, Brown University, Providence, RI, USA
- The Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Daryoush Saeed-Vafa
- Department of Anatomic Pathology, H. Lee Moffitt Cancer and Research Institute, Tampa, FL, USA
| | - Drew Linsley
- Carney Institute for Brain Science, Brown University, Providence, RI, USA
- Department of Cognitive Linguistic & Psychological Sciences, Brown University, Providence, RI, USA
| | - Farah Khalil
- Department of Anatomic Pathology, H. Lee Moffitt Cancer and Research Institute, Tampa, FL, USA
| | - Katherine Lovinger
- Department of Molecular Biology, H. Lee Moffitt Cancer and Research Institute, Tampa, FL, USA
| | - Lester Li
- University of Rochester, Rochester, NY, USA
| | | | - Sohini Ramachandran
- Center for Computational Molecular Biology, Brown University, Providence, RI, USA
- Department of Ecology, Evolution and Organismal Biology, Brown University, Providence, RI, USA
- The Data Science Initiative, Brown University, Providence, RI, USA
| | - Thomas Serre
- Carney Institute for Brain Science, Brown University, Providence, RI, USA
- Department of Cognitive Linguistic & Psychological Sciences, Brown University, Providence, RI, USA
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6
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Chan J, Holdstock J, Shovelton J, Reid J, Speight G, Molha D, Pullabhatla V, Carpenter S, Uddin E, Washio T, Sato H, Izumi Y, Watanabe R, Niiro H, Fukushima Y, Ashida N, Hirose T, Maeda A. Clinical and analytical validation of an 82-gene comprehensive genome-profiling panel for identifying and interpreting variants responsible for inherited retinal dystrophies. PLoS One 2024; 19:e0305422. [PMID: 38870140 PMCID: PMC11175448 DOI: 10.1371/journal.pone.0305422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 05/30/2024] [Indexed: 06/15/2024] Open
Abstract
Inherited retinal dystrophies comprise a clinically complex and heterogenous group of diseases characterized by visual impairment due to pathogenic variants of over 300 different genes. Accurately identifying the causative gene and associated variant is crucial for the definitive diagnosis and subsequent selection of precise treatments. Consequently, well-validated genetic tests are required in the clinical practice. Here, we report the analytical and clinical validation of a next-generation sequencing targeted gene panel, the PrismGuide IRD Panel System. This system enables comprehensive genome profiling of 82 genes related to inherited retinal dystrophies. The PrismGuide IRD Panel System demonstrated 100% (n = 43) concordance with Sanger sequencing in detecting single-nucleotide variants, small insertions, and small deletions in the target genes and also in assessing their zygosity. It also identified copy-number loss in four out of five cases. When assessing precision, we evaluated the reproducibility of variant detection with 2,160 variants in 144 replicates and found 100% agreement in terms of single-nucleotide variants (n = 1,584) and small insertions and deletions (n = 576). Furthermore, the PrismGuide IRD Panel System generated sufficient read depth for variant calls across the purine-rich and highly repetitive open-reading frame 15 region of RPGR and detected all five variants tested. These results show that the PrismGuide IRD Panel System can accurately and consistently detect single-nucleotide variants and small insertions and deletions. Thus, the PrismGuide IRD Panel System could serve as useful tool that is applicable in clinical practice for identifying the causative genes based on the detection and interpretation of variants in patients with inherited retinal dystrophies and can contribute to a precise molecular diagnosis and targeted treatments.
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Affiliation(s)
- Jacqueline Chan
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - Jolyon Holdstock
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - John Shovelton
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - James Reid
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - Graham Speight
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - Duarte Molha
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - Venu Pullabhatla
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - Stephanie Carpenter
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - Ezam Uddin
- Oxford Gene Technology Operations Limited, Kidlington, Oxfordshire, United Kingdom
| | - Takanori Washio
- Life Innovation Center, Riken Genesis Co. LTD, Kawasaki, Kanagawa, Japan
- Division of Clinical Cancer Genomics, Hokkaido University Hospital, Sapporo, Hokkaido, Japan
| | - Hiroko Sato
- Life Innovation Center, Riken Genesis Co. LTD, Kawasaki, Kanagawa, Japan
| | - Yuuki Izumi
- Technology Innovation, Sysmex Corporation, Kobe, Hyogo, Japan
| | - Reiko Watanabe
- Medical & Scientific Affairs, Sysmex Corporation, Kobe, Hyogo, Japan
| | - Hayato Niiro
- Medical & Scientific Affairs, Sysmex Corporation, Kobe, Hyogo, Japan
| | | | - Naoko Ashida
- Medical & Scientific Affairs, Sysmex Corporation, Kobe, Hyogo, Japan
| | - Takashi Hirose
- Medical & Scientific Affairs, Sysmex Corporation, Kobe, Hyogo, Japan
| | - Akiko Maeda
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Hyogo, Japan
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7
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Werner R, Connolly A, Bennett M, Hand CK, Burke L. Implementation of an ISO15189 accredited next-generation sequencing service with the fully automated Ion Torrent Genexus: the experience of a clinical diagnostic laboratory. J Clin Pathol 2024; 77:278-283. [PMID: 36522176 PMCID: PMC10958377 DOI: 10.1136/jcp-2022-208625] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 12/03/2022] [Indexed: 12/23/2022]
Abstract
AIMS Next-generation sequencing (NGS) is integral to the delivery of personalised medicine for targeted cancer therapy. Average turnaround times (TAT) from reference laboratories with advanced expertise in sequencing are typically 2-3 weeks. Prolonged TAT for biomarker analysis can adversely affect patient outcomes. The project aim was to establish an accredited NGS service integrated within a routine clinical diagnostic laboratory, in a designated tertiary cancer centre with no previous experience in NGS or bioinformatics. METHODS Platform selected was the novel Ion Torrent Genexus Sequencer with automated onboard library preparation, templating, sequencing and data analysis, with subsequent reporting using Oncomine Reporter software.Entire workflow validation was performed with a targeted panel, the Oncomine Precision Assay, on formalin-fixed paraffin embedded clinical tumour samples. Oncomine Reporter software was used to report on variants including mutations, copy number variations and fusions across 50 key genes.Samples included surgical resections, biopsies, cytology and commercial reference material. Assessment of criteria included analytical sensitivity, specificity, limit of detection, accuracy, repeatability and reproducibility, with the establishment of performance metrics and quality parameters. RESULTS High sensitivity, specificity and reproducibility were achieved. DNA/RNA input requirements optimised to >10 ng, and sequencing performance established with a limit of detection of 5% when depth of coverage of 2500X was reached. This NGS service attained ISO15189 accreditation with no non-conformances and >56% reduction in TAT. CONCLUSION Successful implementation, clinical validation and accreditation of a novel NGS technology was achieved in this institution, with a significantly improved TAT of results to oncologists.
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Affiliation(s)
- Réiltín Werner
- Pathology Department, Cork University Hospital, Cork, Ireland
- Department of Pathology, School of Medicine, University College Cork, Cork, Ireland
| | - Amy Connolly
- Pathology Department, Cork University Hospital, Cork, Ireland
| | - Michael Bennett
- Pathology Department, Cork University Hospital, Cork, Ireland
| | - Collette K Hand
- Department of Pathology, School of Medicine, University College Cork, Cork, Ireland
| | - Louise Burke
- Pathology Department, Cork University Hospital, Cork, Ireland
- Department of Pathology, School of Medicine, University College Cork, Cork, Ireland
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8
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Saeed-Vafa D, Chatzopoulos K, Hernandez-Prera J, Cano P, Saller JJ, Hallanger Johnson JE, McIver B, Boyle TA. RET splice site variants in medullary thyroid carcinoma. Front Genet 2024; 15:1377158. [PMID: 38566816 PMCID: PMC10985236 DOI: 10.3389/fgene.2024.1377158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 03/08/2024] [Indexed: 04/04/2024] Open
Abstract
Introduction: Medullary thyroid carcinoma (MTC) is an aggressive cancer that is often caused by driver mutations in RET. Splice site variants (SSV) reflect changes in mRNA processing, which may alter protein function. RET SSVs have been described in thyroid tumors in general but have not been extensively studied in MTC. Methods: The prevalence of RET SSVs was evaluated in 3,624 cases with next generation sequence reports, including 25 MTCs. Fisher exact analysis was performed to compare RET SSV frequency in cancers with/without a diagnosis of MTC. Results: All 25 MTCs had at least one of the two most common RET SSVs versus 0.3% of 3,599 cancers with other diagnoses (p < 0.00001). The 11 cancers with non-MTC diagnoses that had the common RET SSVs were 4 neuroendocrine cancers, 4 non-small cell lung carcinomas, 2 non-MTC thyroid cancers, and 1 melanoma. All 25 MTCs analyzed had at least one of the two most common RET SSVs, including 4 with no identified mutational driver. Discussion: The identification of RET SSVs in all MTCs, but rarely in other cancer types, demonstrates that these RET SSVs distinguish MTCs from other cancer types. Future studies are needed to investigate whether these RET SSVs play a pathogenic role in MTC.
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9
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Furlan KC, Saeed-Vafa D, Mathew TM, Saller JJ, Tabbara SO, Boyle TA, Wenig BM, Hernandez-Prera JC. Utility of UV Signature Mutations in the Diagnostic Assessment of Metastatic Head and Neck Carcinomas of Unknown Primary. Head Neck Pathol 2024; 18:11. [PMID: 38393464 PMCID: PMC10891032 DOI: 10.1007/s12105-024-01620-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 01/25/2024] [Indexed: 02/25/2024]
Abstract
BACKGROUND Metastatic carcinoma of unknown primary origin to the head and neck lymph nodes (HNCUP) engenders unique diagnostic considerations. In many cases, the detection of a high-risk human papillomavirus (HR-HPV) unearths an occult oropharyngeal squamous cell carcinoma (SCC). In metastatic HR-HPV-independent carcinomas, other primary sites should be considered, including cutaneous malignancies that can mimic HR-HPV-associated SCC. In this context, ultraviolet (UV) signature mutations, defined as ≥ 60% C→T substitutions with ≥ 5% CC→TT substitutions at dipyrimidine sites, identified in tumors arising on sun exposed areas, are an attractive and underused tool in the setting of metastatic HNCUP. METHODS A retrospective review of institutional records focused on cases of HR-HPV negative HNCUP was conducted. All cases were subjected to next generation sequencing analysis to assess UV signature mutations. RESULTS We identified 14 HR-HPV negative metastatic HNCUP to either the cervical or parotid gland lymph nodes, of which, 11 (11/14, 79%) had UV signature mutations, including 4 (4/10, 40%) p16 positive cases. All UV signature mutation positive cases had at least one significant TP53 mutation and greater than 20 unique gene mutations. CONCLUSION The management of metastatic cutaneous carcinomas significantly differs from other HNCUP especially metastatic HR-HPV-associated SCC; therefore, the observation of a high percentage of C→T with CC →TT substitutions should be routinely incorporated in next generation sequencing reports of HNCUP. UV mutational signatures testing is a robust diagnostic tool that can be utilized in daily clinical practice.
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Affiliation(s)
- Karina Colossi Furlan
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Daryoush Saeed-Vafa
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Tiffani M Mathew
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - James J Saller
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Sana O Tabbara
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Theresa A Boyle
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Bruce M Wenig
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Juan C Hernandez-Prera
- Department of Pathology, Moffitt Cancer Center 12902 Magnolia Drive, Tampa, FL, 33612, USA.
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10
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Li Y, Deng K, Kaner J, Geyer JT, Ouseph M, Fang F, Xu K, Roboz G, Kluk MJ. Detection of Hybrid Fusion Transcripts, Aberrant Transcript Expression, and Specific Single Nucleotide Variants in Acute Leukemia and Myeloid Disorders with Recurrent Gene Rearrangements. Pathobiology 2023; 91:76-88. [PMID: 37490880 PMCID: PMC11524540 DOI: 10.1159/000532085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 06/19/2023] [Indexed: 07/27/2023] Open
Abstract
INTRODUCTION A variety of gene rearrangements and molecular alterations are key drivers in the pathobiology of acute leukemia and myeloid disorders; current classification systems increasingly incorporate these findings in diagnostic algorithms. Therefore, clinical laboratories require versatile tools, which can detect an increasing number and variety of molecular and cytogenetic alterations of clinical significance. METHODS We validated an RNA-based next-generation sequencing (NGS) assay that enables the detection of: (i) numerous hybrid fusion transcripts (including rare/novel gene partners), (ii) aberrantly expressed EVI1 (MECOM) and IKZF1 (Del exons 4-7) transcripts, and (iii) hotspot variants in KIT, ABL1, NPM1 (relevant in the context of gene rearrangement status). RESULTS For hybrid fusion transcripts, the assay showed 98-100% concordance for known positive and negative samples, with an analytical sensitivity (i.e., limit of detection) of approximately 0.8% cells. Samples with underlying EVI1 (MECOM) translocations demonstrated increased EVI1 (MECOM) expression. Aberrant IKZF1 (Del exons 4-7) transcripts detectable with the assay were also present on orthogonal reverse transcription PCR. Specific hotspot mutations in KIT, ABL1, and NPM1 detected with the assay showed 100% concordance with orthogonal testing. Lastly, several illustrative samples are included to highlight the assay's clinically relevant contributions to patient workup. CONCLUSION Through its ability to simultaneously detect various gene rearrangements, aberrantly expressed transcripts, and hotspot mutations, this RNA-based NGS assay is a valuable tool for clinical laboratories to supplement other molecular and cytogenetic methods used in the diagnostic workup and in clinical research for patients with acute leukemia and myeloid disorders.
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Affiliation(s)
- Yuewei Li
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Kaifang Deng
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Justin Kaner
- Department of Medicine, Hematology and Medical Oncology, Clinical and Translational Leukemia Program, Weill Cornell Medicine, New York, NY, USA
| | - Julia T. Geyer
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Madhu Ouseph
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Frank Fang
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Kemin Xu
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Gail Roboz
- Department of Medicine, Hematology and Medical Oncology, Clinical and Translational Leukemia Program, Weill Cornell Medicine, New York, NY, USA
| | - Michael J. Kluk
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
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11
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Boyle TA, Bossler AD. RNA sequencing steps toward the first line. Cancer 2023. [PMID: 37096746 DOI: 10.1002/cncr.34801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
Abstract
DNA is the sequence that codes for proteins. Messenger RNA is transcribed from the DNA sequence of genes and translated into protein. It can be difficult to predict how a change in the DNA sequence will affect messenger RNA and protein quantity and quality. DNA translocation changes can cause the joining of sequences from two different genes or different parts of the same gene. DNA sequencing is often used clinically to predict how DNA changes might affect proteins. Alternatively, RNA sequencing can be used as a more direct measure of the effect of DNA changes on the protein products. This sequencing is important for identifying changes in cancer that may indicate response to targeted therapy, prognosis, or diagnosis.
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Affiliation(s)
- Theresa A Boyle
- Department of Pathology, Moffitt Cancer Center, Tampa, Florida, USA
| | - Aaron D Bossler
- Department of Pathology, Moffitt Cancer Center, Tampa, Florida, USA
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12
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Stockley TL, Lo B, Box A, Gomez Corredor A, DeCoteau J, Desmeules P, Feilotter H, Grafodatskaya D, Hawkins C, Huang WY, Izevbaye I, Lepine G, Papadakis AI, Park PC, Sheffield BS, Tran-Thanh D, Yip S, Sound Tsao M. Consensus Recommendations to Optimize the Detection and Reporting of NTRK Gene Fusions by RNA-Based Next-Generation Sequencing. Curr Oncol 2023; 30:3989-3997. [PMID: 37185415 PMCID: PMC10136625 DOI: 10.3390/curroncol30040302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 03/21/2023] [Accepted: 03/27/2023] [Indexed: 04/03/2023] Open
Abstract
The detection of gene fusions by RNA-based next-generation sequencing (NGS) is an emerging method in clinical genetic laboratories for oncology biomarker testing to direct targeted therapy selections. A recent Canadian study (CANTRK study) comparing the detection of NTRK gene fusions on different NGS assays to determine subjects’ eligibility for tyrosine kinase TRK inhibitor therapy identified the need for recommendations for best practices for laboratory testing to optimize RNA-based NGS gene fusion detection. To develop consensus recommendations, representatives from 17 Canadian genetic laboratories participated in working group discussions and the completion of survey questions about RNA-based NGS. Consensus recommendations are presented for pre-analytic, analytic and reporting aspects of gene fusion detection by RNA-based NGS.
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13
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Malhotra R, Javle V, Tanwar N, Gowda P, Varghese L, K A, Madhusudhan N, Jaiswal N, K. S. B, Chatterjee M, Prabhash K, Sreekanthreddy P, Rishi KD, Goswami HM, Veldore VH. An absolute approach to using whole exome DNA and RNA workflow for cancer biomarker testing. Front Oncol 2023; 13:1002792. [PMID: 36994199 PMCID: PMC10040847 DOI: 10.3389/fonc.2023.1002792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 01/24/2023] [Indexed: 03/16/2023] Open
Abstract
IntroductionThe concept of personalized medicine in cancer has emerged rapidly with the advancement of genome sequencing and the identification of clinically relevant variants that contribute to disease prognosis and facilitates targeted therapy options. In this study, we propose to validate a whole exome-based tumor molecular profiling for DNA and RNA from formalin-fixed paraffin-embedded (FFPE) tumor tissue.MethodsThe study included 166 patients across 17 different cancer types. The scope of this study includes the identification of single-nucleotide variants (SNVs), insertions/deletions (INDELS), copy number alterations (CNAs), gene fusions, tumor mutational burden (TMB), and microsatellite instability (MSI). The assay yielded a mean read depth of 200×, with >80% of on-target reads and a mean uniformity of >90%. Clinical maturation of whole exome sequencing (WES) (DNA and RNA)- based assay was achieved by analytical and clinical validations for all the types of genomic alterations in multiple cancers. We here demonstrate a limit of detection (LOD) of 5% for SNVs and 10% for INDELS with 97.5% specificity, 100% sensitivity, and 100% reproducibility.ResultsThe results were >98% concordant with other orthogonal techniques and appeared to be more robust and comprehensive in detecting all the clinically relevant alterations. Our study demonstrates the clinical utility of the exome-based approach of comprehensive genomic profiling (CGP) for cancer patients at diagnosis and disease progression.DiscussionThe assay provides a consolidated picture of tumor heterogeneity and prognostic and predictive biomarkers, thus helping in precision oncology practice. The primary intended use of WES (DNA+RNA) assay would be for patients with rare cancers as well as for patients with unknown primary tumors, and this category constitutes nearly 20–30% of all cancers. The WES approach may also help us understand the clonal evolution during disease progression to precisely plan the treatment in advanced stage disease.
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Affiliation(s)
| | - Vyomesh Javle
- 4baseCare Onco Solutions Pvt. Ltd., Bangalore, India
| | | | - Pooja Gowda
- 4baseCare Onco Solutions Pvt. Ltd., Bangalore, India
| | - Linu Varghese
- 4baseCare Onco Solutions Pvt. Ltd., Bangalore, India
| | - Anju K
- 4baseCare Onco Solutions Pvt. Ltd., Bangalore, India
| | | | - Nupur Jaiswal
- 4baseCare Onco Solutions Pvt. Ltd., Bangalore, India
| | | | | | - Kumar Prabhash
- Department of Medical Oncology, Tata Memorial Centre, Mumbai, India
| | | | | | | | - Vidya H. Veldore
- 4baseCare Onco Solutions Pvt. Ltd., Bangalore, India
- *Correspondence: Vidya H. Veldore,
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Hernandez-Prera JC, Saeed-Vafa D, Heidarian A, Gewandter K, Otto K, Wenig BM. Sclerosing Polycystic Adenoma: Conclusive Clinical and Molecular Evidence of Its Neoplastic Nature. Head Neck Pathol 2022; 16:416-426. [PMID: 34410594 PMCID: PMC9187789 DOI: 10.1007/s12105-021-01374-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 08/14/2021] [Indexed: 02/06/2023]
Abstract
Sclerosing polycystic adenosis, initially considered a non-neoplastic salivary gland lesion and classified as such in the 2017 WHO Classification of Head and Neck Tumors, has been the subject of controversy regarding its possible neoplastic nature. The reporting of recurrent PI3K pathway alteration represents evidence to support these lesions as being neoplastic and more appropriately referred to as sclerosing polycystic adenoma (SPA). Herein, we provide additional evidence that supports the classification of SPA as a true neoplasm. Eight cases of SPA were identified in our database and consultation files. All cases were subjected to PTEN immunohistochemistry (IHC) and next-generation sequencing (NGS). In addition, one patient underwent genetic counseling and germline testing. The cases included 5 men and 3 women with a mean age of 41 years (range 11-78) and all tumors arose in the parotid gland. One patient had multiple recurrences over a period of 2 years. Morphologically the tumors were circumscribed and characterized by an admixture of acini, ducts and cysts embedded in a fibrotic/sclerotic stroma. The cells lining the ducts and cysts showed variable granular, vacuolated, foamy and apocrine cytoplasmic features, as well as acinar cells contained intracytoplasmic brightly eosinophilic granules. The apocrine intraductal proliferations showed mild to moderate atypia in 6 cases. One case showed overt malignant morphology that ranged from intraductal carcinoma to invasive salivary duct carcinoma. Seven cases tested for PTEN IHC showed loss of nuclear expression in the acinar and ductal cells with retained PTEN expression in the myoepithelial cell and stroma. NGS detected PIK3CA or PIK3R1 genetic alterations in 7 cases, including a novel TFG-PIK3CA fusion. Coexisting PTEN mutations were seen in 4 cases, including in a patient with clinical stigmata of Cowden syndrome and confirmed by germline genetic testing. Our findings herein documented including recurrence of tumor, malignant transformation, high prevalence of PI3K pathway oncogenic alterations and the possible heretofore undescribed association with Cowden syndrome add support to classifying SPA as true neoplasms justifying their designation as adenoma, rather than adenosis.
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Affiliation(s)
- Juan C Hernandez-Prera
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, FL, 33612, USA.
| | - Daryoush Saeed-Vafa
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Amin Heidarian
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | | | - Kristen Otto
- Department of Head and Neck-Endocrine Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Bruce M Wenig
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, FL, 33612, USA
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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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Diagnostic Validation of a Comprehensive Targeted Panel for Broad Mutational and Biomarker Analysis in Solid Tumors. Cancers (Basel) 2022; 14:cancers14102457. [PMID: 35626061 PMCID: PMC9139650 DOI: 10.3390/cancers14102457] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/11/2022] [Accepted: 05/13/2022] [Indexed: 11/25/2022] Open
Abstract
The use of targeted Next Generation Sequencing (NGS) for the diagnostic screening of somatic variants in solid tumor samples has proven its high clinical value. Because of the large number of ongoing clinical trials for a multitude of variants in a growing number of genes, as well as the detection of proven and emerging pan-cancer biomarkers including microsatellite instability (MSI) and tumor mutation burden (TMB), the currently employed diagnostic gene panels will become vastly insufficient in the near future. Here, we describe the validation and implementation of the hybrid capture-based comprehensive TruSight Oncology (TSO500) assay that is able to detect single-nucleotide variants (SNVs) and subtle deletions and insertions (indels) in 523 tumor-associated genes, copy-number variants (CNVs) of 69 genes, fusions with 55 cancer driver genes, and MSI and TMB. Extensive validation of the TSO500 assay was performed on DNA or RNA from 170 clinical samples with neoplastic content down to 10%, using multiple tissue and specimen types. Starting with 80 ng DNA and 40 ng RNA extracted from formalin-fixed and paraffine-embedded (FFPE) samples revealed a precision and accuracy >99% for all variant types. The analytical sensitivity and specificity were at least 99% for SNVs, indels, CNVs, MSI, and gene rearrangements. For TMB, only values around the threshold could yield a deviating outcome. The limit-of-detection for SNVs and indels was well below the set threshold of 5% variant allele frequency (VAF). This validated comprehensive genomic profiling assay was then used to screen 624 diagnostic samples, and its success rate for adoption in a clinical diagnostic setting of broad solid tumor screening was assessed on this cohort.
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17
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Li J, Smalley I, Chen Z, Wu JY, Phadke MS, Teer JK, Nguyen T, Karreth FA, Koomen JM, Sarnaik AA, Zager JS, Khushalani NI, Tarhini AA, Sondak VK, Rodriguez PC, Messina JL, Chen YA, Smalley KSM. Single-cell Characterization of the Cellular Landscape of Acral Melanoma Identifies Novel Targets for Immunotherapy. Clin Cancer Res 2022; 28:2131-2146. [PMID: 35247927 PMCID: PMC9106889 DOI: 10.1158/1078-0432.ccr-21-3145] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/10/2021] [Accepted: 03/01/2022] [Indexed: 12/21/2022]
Abstract
PURPOSE Acral melanoma is a rare subtype of melanoma that arises on the non-hair-bearing skin of the palms, soles, and nail beds. In this study, we used single-cell RNA sequencing (scRNA-seq) to map the transcriptional landscape of acral melanoma and identify novel immunotherapeutic targets. EXPERIMENTAL DESIGN We performed scRNA-seq on nine clinical specimens (five primary, four metastases) of acral melanoma. Detailed cell type curation was performed, the immune landscapes were mapped, and key results were validated by analysis of The Cancer Genome Atlas (TCGA) and single-cell datasets. Cell-cell interactions were inferred and compared with those in nonacral cutaneous melanoma. RESULTS Multiple phenotypic subsets of T cells, natural killer (NK) cells, B cells, macrophages, and dendritic cells with varying levels of activation/exhaustion were identified. A comparison between primary and metastatic acral melanoma identified gene signatures associated with changes in immune responses and metabolism. Acral melanoma was characterized by a lower overall immune infiltrate, fewer effector CD8 T cells and NK cells, and a near-complete absence of γδ T cells compared with nonacral cutaneous melanomas. Immune cells associated with acral melanoma exhibited expression of multiple checkpoints including PD-1, LAG-3, CTLA-4, V-domain immunoglobin suppressor of T cell activation (VISTA), TIGIT, and the Adenosine A2A receptor (ADORA2). VISTA was expressed in 58.3% of myeloid cells and TIGIT was expressed in 22.3% of T/NK cells. CONCLUSIONS Acral melanoma has a suppressed immune environment compared with that of cutaneous melanoma from nonacral skin. Expression of multiple, therapeutically tractable immune checkpoints were observed, offering new options for clinical translation.
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Affiliation(s)
- Jiannong Li
- The Department of Biostatistics and Bioinformatics, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Inna Smalley
- The Department of Tumor Biology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Zhihua Chen
- The Department of Biostatistics and Bioinformatics, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Jheng-Yu Wu
- The Department of Tumor Biology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Manali S. Phadke
- The Department of Tumor Biology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Jamie K. Teer
- The Department of Biostatistics and Bioinformatics, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Thanh Nguyen
- The Department of Biostatistics and Bioinformatics, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Florian A. Karreth
- The Department of Molecular Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - John M. Koomen
- The Department of Molecular Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Amod A. Sarnaik
- The Department of Cutaneous Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Jonathan S. Zager
- The Department of Cutaneous Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Nikhil I. Khushalani
- The Department of Cutaneous Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Ahmad A. Tarhini
- The Department of Cutaneous Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Vernon K. Sondak
- The Department of Cutaneous Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Paulo C. Rodriguez
- The Department of Immunology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Jane L. Messina
- The Department of Immunology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Y. Ann Chen
- The Department of Biostatistics and Bioinformatics, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
| | - Keiran S. M. Smalley
- The Department of Tumor Biology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
- The Department of Cutaneous Oncology, The Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, FL, USA
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Evaluation of the TruSight Tumor 170 Assay and Its Value in Clinical Diagnostics. JOURNAL OF MOLECULAR PATHOLOGY 2022. [DOI: 10.3390/jmp3010006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background: Parallel sequencing technologies have become integrated into clinical practice. This study evaluated the TruSight Tumor 170 assay for the simultaneous detection of somatic gene mutations (SNPs and indels), gene fusions and CNVs, and its implementation into routine diagnostics. Methods: Forty-four formalin-fixed, paraffin-embedded tissue samples analyzed previously with validated methods were evaluated with the TruSight Tumor 170 assay (Illumina). For data analysis the TruSight Tumor 170 app, the BaseSpace Variant Interpreter (Illumina), and the Molecular Health Guide Software (Molecular Health) were used. Results: All somatic gene mutations were identified when covered by the assay. Two high-level MET amplifications were detected by CNV analysis. Focal MET amplifications with a copy number below 10 were not reliably detected at the DNA-level. Twenty-one of 31 fusions and splice variants were confirmed with the assay on the RNA-level. The remaining eight aberrations were incorrect by previous methods. In two cases, no splicing was observed. Conclusions: The TruSight Tumor 170 gives reliable results even if low DNA and RNA concentrations are applied in comparison to other methods and can be used in a routine workflow to detect somatic gene mutations, gene fusions, and splice variants. However, we were not able to detect most focal gene amplifications/deletions.
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