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Topham JT, O'Callaghan CJ, Feilotter H, Kennecke HF, Lee YS, Li W, Banks KC, Quinn K, Renouf DJ, Jonker DJ, Tu D, Chen EX, Loree JM. Circulating Tumor DNA Identifies Diverse Landscape of Acquired Resistance to Anti-Epidermal Growth Factor Receptor Therapy in Metastatic Colorectal Cancer. J Clin Oncol 2023; 41:485-496. [PMID: 36007218 PMCID: PMC9870216 DOI: 10.1200/jco.22.00364] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
PURPOSE Anti-epidermal growth factor receptor (EGFR) antibodies are effective treatments for metastatic colorectal cancer. Improved understanding of acquired resistance mechanisms may facilitate circulating tumor DNA (ctDNA) monitoring, anti-EGFR rechallenge, and combinatorial strategies to delay resistance. METHODS Patients with treatment-refractory metastatic colorectal cancer (n = 169) enrolled on the CO.26 trial had pre-anti-EGFR tissue whole-exome sequencing (WES) compared with baseline and week 8 ctDNA assessments with the GuardantOMNI assay. Acquired alterations were compared between patients with prior anti-EGFR therapy (n = 66) and those without. Anti-EGFR therapy occurred a median of 111 days before ctDNA assessment. RESULTS ctDNA identified 12 genes with increased mutation frequency after anti-EGFR therapy, including EGFR (P = .0007), KRAS (P = .0017), LRP1B (P = .0046), ZNF217 (P = .0086), MAP2K1 (P = .018), PIK3CG (P = .018), BRAF (P = .048), and NRAS (P = .048). Acquired mutations appeared as multiple concurrent subclonal alterations, with most showing decay over time. Significant increases in copy-gain frequency were noted in 29 genes after anti-EGFR exposure, with notable alterations including EGFR (P < .0001), SMO (P < .0001), BRAF (P < .0001), MET (P = .0002), FLT3 (P = .0002), NOTCH4 (P = .0006), ERBB2 (P = .004), and FGFR1 (P = .006). Copy gains appeared stable without decay 8 weeks later. There were 13 gene fusions noted among 11 patients, all but one of which was associated with prior anti-EGFR therapy. Polyclonal resistance was common with acquisition of ≥ 10 resistance related alterations noted in 21% of patients with previous anti-EGFR therapy compared with 5% in those without (P = .010). Although tumor mutation burden (TMB) did not differ pretreatment (P = .63), anti-EGFR exposure increased TMB (P = .028), whereas lack of anti-EGFR exposure resulted in declining TMB (P = .014). CONCLUSION Paired tissue and ctDNA sequencing identified multiple novel mutations, copy gains, and fusions associated with anti-EGFR therapy that frequently co-occur as subclonal alterations in the same patient.
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Affiliation(s)
- James T. Topham
- BC Cancer, University of British Columbia, Vancouver, BC, Canada
| | | | - Harriet Feilotter
- Canadian Cancer Trials Group, Queen's University, Kingston, ON, Canada
| | | | | | | | | | | | - Daniel J. Renouf
- BC Cancer, University of British Columbia, Vancouver, BC, Canada
| | - Derek J. Jonker
- The Ottawa Hospital, University of Ottawa, Ottawa, ON, Canada
| | - Dongsheng Tu
- Canadian Cancer Trials Group, Queen's University, Kingston, ON, Canada
| | - Eric X. Chen
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Jonathan M. Loree
- BC Cancer, University of British Columbia, Vancouver, BC, Canada,Jonathan M. Loree, MD, MS, University of British Columbia, BC Cancer, University of British Columbia, 600 West 10th Ave, Vancouver, BC V5Z 4E6, Canada; Twitter: @jonathanloree; e-mail:
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2
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Thein KZ, Biter AB, Banks KC, Duda AW, Saam J, Roszik J, Janku F, Skoulidis F, Heymach JV, Kopetz S, Meric-Bernstam F, Hong DS. Identification of KRASG12C Mutations in Circulating Tumor DNA in Patients With Cancer. JCO Precis Oncol 2022; 6:e2100547. [PMID: 35862868 PMCID: PMC9365336 DOI: 10.1200/po.21.00547] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
KRAS is the most mutated proto-oncogene that has been identified in cancer, and treatment of patients with KRAS mutations remains an arduous challenge. Recently, KRASG12C mutation has attracted special interest because it is now considered potentially druggable with recently developed covalent small-molecule KRASG12C inhibitors. Nevertheless, to date, there have been no large-scale analyses of liquid biopsy that include testing for KRASG12C. Here, we performed a comprehensive analysis of KRASG12C mutations in multiple cancer types, as detected by circulating tumor DNA.
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Affiliation(s)
- Kyaw Z Thein
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX.,Division of Hematology and Medical Oncology, Oregon Health and Science University/Knight Cancer Institute, Portland, OR
| | - Amadeo B Biter
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Jason Roszik
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Filip Janku
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ferdinandos Skoulidis
- Department of Thoracic-Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John V Heymach
- Department of Thoracic-Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - David S Hong
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX
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3
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Kingston B, Cutts RJ, Bye H, Beaney M, Walsh-Crestani G, Hrebien S, Swift C, Kilburn LS, Kernaghan S, Moretti L, Wilkinson K, Wardley AM, Macpherson IR, Baird RD, Roylance R, Reis-Filho JS, Hubank M, Faull I, Banks KC, Lanman RB, Garcia-Murillas I, Bliss JM, Ring A, Turner NC. Author Correction: Genomic profile of advanced breast cancer in circulating tumor DNA. Nat Commun 2021; 12:4479. [PMID: 34272402 PMCID: PMC8285402 DOI: 10.1038/s41467-021-24791-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Belinda Kingston
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Rosalind J Cutts
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Hannah Bye
- Centre for Molecular Pathology, Royal Marsden Hospital, London, UK
| | - Matthew Beaney
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Giselle Walsh-Crestani
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Sarah Hrebien
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Claire Swift
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | | | | | - Laura Moretti
- ICR-CTSU, The Institute of Cancer Research, London, UK
| | | | - Andrew M Wardley
- NIHR Manchester Clinical Research Facility at The Christie, Manchester Academic Health Science Centre & Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine & Health, University of Manchester, Manchester, UK
| | | | | | - Rebecca Roylance
- University College London Hospitals NHS Foundation Trust, London, UK
| | | | - Michael Hubank
- Centre for Molecular Pathology, Royal Marsden Hospital, London, UK
| | - Iris Faull
- Guardant Health, Inc., Redwood City, CA, USA
| | | | | | - Isaac Garcia-Murillas
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | | | - Alistair Ring
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, London, UK.
| | - Nicholas C Turner
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, London, UK.
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4
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Kingston B, Cutts RJ, Bye H, Beaney M, Walsh-Crestani G, Hrebien S, Swift C, Kilburn LS, Kernaghan S, Moretti L, Wilkinson K, Wardley AM, Macpherson IR, Baird RD, Roylance R, Reis-Filho JS, Hubank M, Faull I, Banks KC, Lanman RB, Garcia-Murillas I, Bliss JM, Ring A, Turner NC. Genomic profile of advanced breast cancer in circulating tumour DNA. Nat Commun 2021; 12:2423. [PMID: 33893289 PMCID: PMC8065112 DOI: 10.1038/s41467-021-22605-2] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 03/16/2021] [Indexed: 12/31/2022] Open
Abstract
The genomics of advanced breast cancer (ABC) has been described through tumour tissue biopsy sequencing, although these approaches are limited by geographical and temporal heterogeneity. Here we use plasma circulating tumour DNA sequencing to interrogate the genomic profile of ABC in 800 patients in the plasmaMATCH trial. We demonstrate diverse subclonal resistance mutations, including enrichment of HER2 mutations in HER2 positive disease, co-occurring ESR1 and MAP kinase pathway mutations in HR + HER2- disease that associate with poor overall survival (p = 0.0092), and multiple PIK3CA mutations in HR + disease that associate with short progression free survival on fulvestrant (p = 0.0036). The fraction of cancer with a mutation, the clonal dominance of a mutation, varied between genes, and within hotspot mutations of ESR1 and PIK3CA. In ER-positive breast cancer subclonal mutations were enriched in an APOBEC mutational signature, with second hit PIK3CA mutations acquired subclonally and at sites characteristic of APOBEC mutagenesis. This study utilises circulating tumour DNA analysis in a large clinical trial to demonstrate the subclonal diversification of pre-treated advanced breast cancer, identifying distinct mutational processes in advanced ER-positive breast cancer, and novel therapeutic opportunities.
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Affiliation(s)
- Belinda Kingston
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Rosalind J Cutts
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Hannah Bye
- Centre for Molecular Pathology, Royal Marsden Hospital, London, UK
| | - Matthew Beaney
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Giselle Walsh-Crestani
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Sarah Hrebien
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Claire Swift
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | | | | | - Laura Moretti
- ICR-CTSU, The Institute of Cancer Research, London, UK
| | | | - Andrew M Wardley
- NIHR Manchester Clinical Research Facility at The Christie, Manchester Academic Health Science Centre & Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine & Health, University of Manchester, Manchester, UK
| | | | | | - Rebecca Roylance
- University College London Hospitals NHS Foundation Trust, London, UK
| | | | - Michael Hubank
- Centre for Molecular Pathology, Royal Marsden Hospital, London, UK
| | - Iris Faull
- Guardant Health, Inc., Redwood City, CA, USA
| | | | | | - Isaac Garcia-Murillas
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | | | - Alistair Ring
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, London, UK.
| | - Nicholas C Turner
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, London, UK.
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5
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Pascual J, Cutts RJ, Kingston B, Hrebien S, Kilburn LS, Kernaghan S, Moretti L, Wilkinson K, Wardley AM, Macpherson IR, Baird RD, Roylance R, Hubank M, Walsh G, Faull I, Banks KC, Lanman RB, Garcia-Murillas I, Bliss JM, Ring A, Turner NC. Abstract PS5-02: Assessment of early ctDNA dynamics to predict efficacy of targeted therapies in metastatic breast cancer: Results from plasmaMATCH trial. Cancer Res 2021. [DOI: 10.1158/1538-7445.sabcs20-ps5-02] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Early changes in circulating tumour DNA (ctDNA) levels may identify which patients respond to therapy earlier than imaging, with ctDNA levels falling rapidly in patients who respond to therapy. The plasmaMATCH trial assessed the utility of ctDNA testing with an error-corrected 73-gene targeted panel (Guardant360, Guardant Health) to allocate patients to four mutation matched therapy cohorts. ESR1-extended fulvestrant (A), HER2-neratinib +/- fulvestrant (B), AKT1-capivasertib + fulvestrant (C), AKT basket-capivasertib (D). Here, we report paired baseline and early on treatment ctDNA analysis from plasmaMATCH, to establish the optimal criteria for predicting progression free survival (PFS). Methods: In plasmaMATCH treatment cohorts, plasma samples were collected for ctDNA analysis pre-treatment at cycle 1-day 1 (C1D1) and cycle 2-day 1 (C2D1) timepoints, and sequenced with the Guardant 360 assay. Patients were included if they had a minimum of 14 days of treatment in the first cycle. Multiple different methods were investigated to integrate variant allele fractions (VAF) of mutations identified at each timepoint to estimate the level of ctDNA, including maximum VAF, mean VAF and weighted mean VAF, and weighted mean VAF of clonal mutations at C1D1. Variants with a VAF <0.3%, set as the limit of detection, in C1D1 were excluded. Genes frequently mutated in CHIP were excluded (GNAS, JAK2, IDH1, IDH2 and ATM) from the weighted mean VAF of clonal mutations method. The circulating DNA ratio (CDR) was calculated as the ratio of C2D1 level relative to C1D1 level. The optimal cut-point for predicting PFS was assessed by fitting a range of cutpoints for each VAF integration method, identifying the cut-point with the highest Harrell’s C-index. Results: A total of 142 patients were enrolled into plasmaMATCH cohorts A-D, 79 patients had samples sent for paired C1D1-C2D1 plasma ctDNA sequencing, 1 failed sequencing and 1 insufficient treatment, and 77 (54%) patients had assessable C1D1-C2D1 plasma ctDNA sequencing results (45 cohort A, 12 cohort B, 12 cohort C, 8 cohort D). A weighted mean of clonal mutations in C1D1 ctDNA sequencing was the optimal method for integrating VAF, with peak C-Index 0.67. At the optimal C-index cutoff of 0.132, median PFS with high ctDNA CDR was 2.4 months (95% CI 2.0-3.7) and with suppressed ctDNA CDR was 9.9 months (95% CI 7.0-13.7) (HR 4.3, 95% CI 2.4-7.6, p<0.0001). Early changes in ctDNA level were also predictive in cohorts A extended dose fulvestrant alone (HR 5.8, 95% CI 2.2-16, p=0.0001) and cohorts B-D of targeted therapy (HR 3.8, 95% CI 1.7-8.6, p=0.00063). In analysis that was not pre-planned, patients with undetectable ctDNA at C2D1 had a particularly good outcome (p<0.0001, table 1). Conclusions: We identify an optimal methodology for assessing early dynamic changes in ctDNA that predicts treatment efficacy in patients with metastatic breast cancer. This methodology will require validation in independent data-sets, and if validated would allow trials of adapting therapy on the basis of early ctDNA dynamics.
Table 1ctDNA dynamics categoryMedian PFS months (95%CI)6-month PFSORRUndetectable (N=11) CDR=018.2 (10.2-NA)91%9/11 (82%)Suppressed (N=14) CDR <0.132 and >05.4 (4.6-NA)48%6/14 (43%)High (N=52) CDR >=0.1322.4 (2.0-3.7)8%4/52 (8%)
Citation Format: Javier Pascual, Rosalind J Cutts, Belinda Kingston, Sarah Hrebien, Lucy S Kilburn, Sarah Kernaghan, Laura Moretti, Katie Wilkinson, Andrew M Wardley, Iain R Macpherson, Richard D Baird, Rebecca Roylance, Michael Hubank, Giselle Walsh, Iris Faull, Kimberly C Banks, Richard B Lanman, Isaac Garcia-Murillas, Judith M Bliss, Alistair Ring, Nicholas C Turner. Assessment of early ctDNA dynamics to predict efficacy of targeted therapies in metastatic breast cancer: Results from plasmaMATCH trial [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS5-02.
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Affiliation(s)
- Javier Pascual
- 1The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research, London, United Kingdom
| | | | | | - Sarah Hrebien
- 2The Institute of Cancer Research, London, United Kingdom
| | - Lucy S Kilburn
- 2The Institute of Cancer Research, London, United Kingdom
| | | | - Laura Moretti
- 2The Institute of Cancer Research, London, United Kingdom
| | | | | | - Iain R Macpherson
- 4Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Richard D Baird
- 5Cancer Research UK Cambridge Centre, Cambridge, United Kingdom
| | - Rebecca Roylance
- 6University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Michael Hubank
- 2The Institute of Cancer Research, London, United Kingdom
| | - Giselle Walsh
- 2The Institute of Cancer Research, London, United Kingdom
| | | | | | | | | | - Judith M Bliss
- 2The Institute of Cancer Research, London, United Kingdom
| | - Alistair Ring
- 1The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research, London, United Kingdom
| | - Nicholas C Turner
- 1The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research, London, United Kingdom
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Si H, Kuziora M, Quinn KJ, Helman E, Ye J, Liu F, Scheuring U, Peters S, Rizvi NA, Brohawn PZ, Ranade K, Higgs BW, Banks KC, Chand VK, Raja R. A Blood-based Assay for Assessment of Tumor Mutational Burden in First-line Metastatic NSCLC Treatment: Results from the MYSTIC Study. Clin Cancer Res 2020; 27:1631-1640. [PMID: 33355200 DOI: 10.1158/1078-0432.ccr-20-3771] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 12/07/2020] [Accepted: 12/17/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Tumor mutational burden (TMB) has been shown to be predictive of survival benefit in patients with non-small cell lung cancer (NSCLC) treated with immune checkpoint inhibitors. Measuring TMB in the blood (bTMB) using circulating cell-free tumor DNA (ctDNA) offers practical advantages compared with TMB measurement in tissue (tTMB); however, there is a need for validated assays and identification of optimal cutoffs. We describe the analytic validation of a new bTMB algorithm and its clinical utility using data from the phase III MYSTIC trial. PATIENTS AND METHODS The dataset used for the clinical validation was from MYSTIC, which evaluated first-line durvalumab (anti-PD-L1 antibody) ± tremelimumab (anticytotoxic T-lymphocyte-associated antigen-4 antibody) or chemotherapy for metastatic NSCLC. bTMB and tTMB were evaluated using the GuardantOMNI and FoundationOne CDx assays, respectively. A Cox proportional hazards model and minimal P value cross-validation approach were used to identify the optimal bTMB cutoff. RESULTS In MYSTIC, somatic mutations could be detected in ctDNA extracted from plasma samples in a majority of patients, allowing subsequent calculation of bTMB. The success rate for obtaining valid TMB scores was higher for bTMB (809/1,001; 81%) than for tTMB (460/735; 63%). Minimal P value cross-validation analysis confirmed the selection of bTMB ≥20 mutations per megabase (mut/Mb) as the optimal cutoff for clinical benefit with durvalumab + tremelimumab. CONCLUSIONS Our study demonstrates the feasibility, accuracy, and reproducibility of the GuardantOMNI ctDNA platform for quantifying bTMB from plasma samples. Using the new bTMB algorithm and an optimal bTMB cutoff of ≥20 mut/Mb, high bTMB was predictive of clinical benefit with durvalumab + tremelimumab versus chemotherapy.
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Affiliation(s)
- Han Si
- AstraZeneca, Gaithersburg, Maryland
| | | | | | | | - Jiabu Ye
- AstraZeneca, Gaithersburg, Maryland
| | - Feng Liu
- AstraZeneca, Gaithersburg, Maryland
| | | | - Solange Peters
- Centre Hospitalier Universitaire Vaudois, Lausanne University, Lausanne, Switzerland
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Mack PC, Banks KC, Espenschied CR, Burich RA, Zill OA, Lee CE, Riess JW, Mortimer SA, Talasaz A, Lanman RB, Gandara DR. Spectrum of driver mutations and clinical impact of circulating tumor DNA analysis in non-small cell lung cancer: Analysis of over 8000 cases. Cancer 2020; 126:3219-3228. [PMID: 32365229 PMCID: PMC7383626 DOI: 10.1002/cncr.32876] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 10/16/2019] [Accepted: 11/12/2019] [Indexed: 01/24/2023]
Abstract
BACKGROUND Circulating cell-free tumor DNA (ctDNA)-based mutation profiling, if sufficiently sensitive and comprehensive, can efficiently identify genomic targets in advanced lung adenocarcinoma. Therefore, the authors investigated the accuracy and clinical utility of a commercially available digital next-generation sequencing platform in a large series of patients with non-small cell lung cancer (NSCLC). METHODS Plasma-based comprehensive genomic profiling results from 8388 consecutively tested patients with advanced NSCLC were analyzed. Driver and resistance mutations were examined with regard to their distribution, frequency, co-occurrence, and mutual exclusivity. RESULTS Somatic alterations were detected in 86% of samples. The median variant allele fraction was 0.43% (range, 0.03%-97.62%). Activating alterations in actionable oncogenes were identified in 48% of patients, including EGFR (26.4%), MET (6.1%), and BRAF (2.8%) alterations and fusions (ALK, RET, and ROS1) in 2.3%. Treatment-induced resistance mutations were common in this cohort, including driver-dependent and driver-independent alterations. In the subset of patients who had progressive disease during EGFR therapy, 64% had known or putative resistance alterations detected in plasma. Subset analysis revealed that ctDNA increased the identification of driver mutations by 65% over standard-of-care, tissue-based testing at diagnosis. A pooled data analysis on this plasma-based assay demonstrated that targeted therapy response rates were equivalent to those reported from tissue analysis. CONCLUSIONS Comprehensive ctDNA analysis detected the presence of therapeutically targetable driver and resistance mutations at the frequencies and distributions predicted for the study population. These findings add support for comprehensive ctDNA testing in patients who are incompletely tested at the time of diagnosis and as a primary option at the time of progression on targeted therapies.
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Affiliation(s)
- Philip C. Mack
- Division of Hematology‐OncologyDepartment of Internal MedicineUniversity of California Davis Comprehensive Cancer CenterSacramentoCalifornia
- College of MedicineCalifornia Northstate UniversityElk GroveCalifornia
| | | | | | - Rebekah A. Burich
- Division of Hematology‐OncologyDepartment of Internal MedicineUniversity of California Davis Comprehensive Cancer CenterSacramentoCalifornia
| | - Oliver A. Zill
- Guardant Health, IncRedwood CityCalifornia
- Present address:
GenentechSouth San FranciscoCalifornia
| | | | - Jonathan W. Riess
- Division of Hematology‐OncologyDepartment of Internal MedicineUniversity of California Davis Comprehensive Cancer CenterSacramentoCalifornia
| | | | | | | | - David R. Gandara
- Division of Hematology‐OncologyDepartment of Internal MedicineUniversity of California Davis Comprehensive Cancer CenterSacramentoCalifornia
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Negrao MV, Raymond VM, Lanman RB, Robichaux JP, He J, Nilsson MB, Ng PKS, Amador BE, Roarty EB, Nagy RJ, Banks KC, Zhu VW, Ng C, Chae YK, Clarke JM, Crawford JA, Meric-Bernstam F, Ignatius Ou SH, Gandara DR, Heymach JV, Bivona TG, McCoach CE. Molecular Landscape of BRAF-Mutant NSCLC Reveals an Association Between Clonality and Driver Mutations and Identifies Targetable Non-V600 Driver Mutations. J Thorac Oncol 2020; 15:1611-1623. [PMID: 32540409 DOI: 10.1016/j.jtho.2020.05.021] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 03/22/2020] [Accepted: 05/05/2020] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Approximately 4% of NSCLC harbor BRAF mutations, and approximately 50% of these are non-V600 mutations. Treatment of tumors harboring non-V600 mutations is challenging because of functional heterogeneity and lack of knowledge regarding their clinical significance and response to targeted agents. METHODS We conducted an integrative analysis of BRAF non-V600 mutations using genomic profiles of BRAF-mutant NSCLC from the Guardant360 database. BRAF mutations were categorized by clonality and class (1 and 2: RAS-independent; 3: RAS-dependent). Cell viability assays were performed in Ba/F3 models. Drug screens were performed in NSCLC cell lines. RESULTS A total of 305 unique BRAF mutations were identified. Missense mutations were most common (276, 90%), and 45% were variants of unknown significance. F468S and N581Y were identified as novel activating mutations. Class 1 to 3 mutations had higher clonality than mutations of unknown class (p < 0.01). Three patients were treated with MEK with or without BRAF inhibitors. Patients harboring G469V and D594G mutations did not respond, whereas a patient with the L597R mutation had a durable response. Trametinib with or without dabrafenib, LXH254, and lifirafenib had more potent inhibition of BRAF non-V600-mutant NSCLC cell lines than other MEK, BRAF, and ERK inhibitors, comparable with the inhibition of BRAF V600E cell line. CONCLUSIONS In BRAF-mutant NSCLC, clonality is higher in known functional mutations and may allow identification of variants of unknown significance that are more likely to be oncogenic drivers. Our data indicate that certain non-V600 mutations are responsive to MEK and BRAF inhibitors. This integration of genomic profiling and drug sensitivity may guide the treatment for BRAF-mutant NSCLC.
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Affiliation(s)
- Marcelo V Negrao
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | - Jacqulyne P Robichaux
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Junqin He
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Monique B Nilsson
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Patrick K S Ng
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Bianca E Amador
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Emily B Roarty
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | - Viola W Zhu
- Chao Family Comprehensive Cancer Center, Department of Medicine, Division of Hematology-Oncology, University of California Irvine, Orange, California
| | - Chun Ng
- Kaiser Permanente, Stockton, California
| | - Young Kwang Chae
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology-Oncology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | | | - Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sai-Hong Ignatius Ou
- Chao Family Comprehensive Cancer Center, Department of Medicine, Division of Hematology-Oncology, University of California Irvine, Orange, California
| | - David R Gandara
- Division of Hematology-Oncology, Department of Internal Medicine, University of California Davis Comprehensive Cancer Center, Sacramento, California
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Trever G Bivona
- Division of Hematology and Oncology, University of California San Francisco, San Francisco, California
| | - Caroline E McCoach
- Division of Hematology and Oncology, University of California San Francisco, San Francisco, California.
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9
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Zheng ZY, Anurag M, Lei JT, Cao J, Singh P, Peng J, Kennedy H, Nguyen NC, Chen Y, Lavere P, Li J, Du XH, Cakar B, Song W, Kim BJ, Shi J, Seker S, Chan DW, Zhao GQ, Chen X, Banks KC, Lanman RB, Shafaee MN, Zhang XHF, Vasaikar S, Zhang B, Hilsenbeck SG, Li W, Foulds CE, Ellis MJ, Chang EC. Neurofibromin Is an Estrogen Receptor-α Transcriptional Co-repressor in Breast Cancer. Cancer Cell 2020; 37:387-402.e7. [PMID: 32142667 PMCID: PMC7286719 DOI: 10.1016/j.ccell.2020.02.003] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 11/15/2019] [Accepted: 02/06/2020] [Indexed: 12/18/2022]
Abstract
We report that neurofibromin, a tumor suppressor and Ras-GAP (GTPase-activating protein), is also an estrogen receptor-α (ER) transcriptional co-repressor through leucine/isoleucine-rich motifs that are functionally independent of GAP activity. GAP activity, in turn, does not affect ER binding. Consequently, neurofibromin depletion causes estradiol hypersensitivity and tamoxifen agonism, explaining the poor prognosis associated with neurofibromin loss in endocrine therapy-treated ER+ breast cancer. Neurofibromin-deficient ER+ breast cancer cells initially retain sensitivity to selective ER degraders (SERDs). However, Ras activation does play a role in acquired SERD resistance, which can be reversed upon MEK inhibitor addition, and SERD/MEK inhibitor combinations induce tumor regression. Thus, neurofibromin is a dual repressor for both Ras and ER signaling, and co-targeting may treat neurofibromin-deficient ER+ breast tumors.
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Affiliation(s)
- Ze-Yi Zheng
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Meenakshi Anurag
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Jonathan T Lei
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Interdepartmental Program in Translational Biology and Molecular Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Jin Cao
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Purba Singh
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Jianheng Peng
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Department of Physical Examination, the First Affiliated Hospital of Chongqing Medical University, Chongqing, P.R. China
| | - Hilda Kennedy
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Nhu-Chau Nguyen
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Yue Chen
- Adrienne Helis Malvin Medical Research Foundation, New Orleans, LA, USA
| | - Philip Lavere
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Jing Li
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Xin-Hui Du
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Department of Bone and Soft Tissue, Zhengzhou University Affiliated Henan Cancer Hospital and College of Basic Medical Sciences, Zhengzhou University, Zhengzhou, P. R. China
| | - Burcu Cakar
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Wei Song
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Beom-Jun Kim
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Jiejun Shi
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Sinem Seker
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Doug W Chan
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Guo-Qiang Zhao
- Department of Bone and Soft Tissue, Zhengzhou University Affiliated Henan Cancer Hospital and College of Basic Medical Sciences, Zhengzhou University, Zhengzhou, P. R. China
| | - Xi Chen
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | | | | | - Maryam Nemati Shafaee
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Xiang H-F Zhang
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Suhas Vasaikar
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Bing Zhang
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Susan G Hilsenbeck
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Wei Li
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Charles E Foulds
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, USA
| | - Matthew J Ellis
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
| | - Eric C Chang
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA.
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10
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Aggarwal C, Thompson JC, Chien AL, Quinn KJ, Hwang WT, Black TA, Yee SS, Christensen TE, LaRiviere MJ, Silva BA, Banks KC, Nagy RJ, Helman E, Berman AT, Ciunci CA, Singh AP, Wasser JS, Bauml JM, Langer CJ, Cohen RB, Carpenter EL. Baseline Plasma Tumor Mutation Burden Predicts Response to Pembrolizumab-based Therapy in Patients with Metastatic Non-Small Cell Lung Cancer. Clin Cancer Res 2020; 26:2354-2361. [PMID: 32102950 DOI: 10.1158/1078-0432.ccr-19-3663] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 01/13/2020] [Accepted: 02/12/2020] [Indexed: 12/22/2022]
Abstract
PURPOSE The role of plasma-based tumor mutation burden (pTMB) in predicting response to pembrolizumab-based first-line standard-of-care therapy for metastatic non-small cell lung cancer (mNSCLC) has not been explored. EXPERIMENTAL DESIGN A 500-gene next-generation sequencing panel was used to assess pTMB. Sixty-six patients with newly diagnosed mNSCLC starting first-line pembrolizumab-based therapy, either alone or in combination with chemotherapy, were enrolled (Clinicaltrial.gov identifier: NCT03047616). Response was assessed using RECIST 1.1. Associations were made for patient characteristics, 6-month durable clinical benefit (DCB), progression-free survival (PFS), and overall survival (OS). RESULTS Of 66 patients, 52 (78.8%) were pTMB-evaluable. Median pTMB was 16.8 mutations per megabase (mut/Mb; range, 1.9-52.5) and was significantly higher for patients achieving DCB compared with no durable benefit (21.3 mut/Mb vs. 12.4 mut/Mb, P = 0.003). For patients with pTMB ≥ 16 mut/Mb, median PFS was 14.1 versus 4.7 months for patients with pTMB < 16 mut/Mb [HR, 0.30 (0.16-0.60); P < 0.001]. Median OS for patients with pTMB ≥ 16 was not reached versus 8.8 months for patients with pTMB < 16 mut/Mb [HR, 0.48 (0.22-1.03); P = 0.061]. Mutations in ERBB2 exon 20, STK11, KEAP1, or PTEN were more common in patients with no DCB. A combination of pTMB ≥ 16 and absence of negative predictor mutations was associated with PFS [HR, 0.24 (0.11-0.49); P < 0.001] and OS [HR, 0.31 (0.13-0.74); P = 0.009]. CONCLUSIONS pTMB ≥ 16 mut/Mb is associated with improved PFS after first-line standard-of-care pembrolizumab-based therapy in mNSCLC. STK11/KEAP1/PTEN and ERBB2 mutations may help identify pTMB-high patients unlikely to respond. These results should be validated in larger prospective studies.
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MESH Headings
- Aged
- Aged, 80 and over
- Antibodies, Monoclonal, Humanized/administration & dosage
- Antineoplastic Agents, Alkylating/therapeutic use
- Antineoplastic Agents, Immunological/administration & dosage
- Biomarkers, Tumor/blood
- Biomarkers, Tumor/genetics
- Carcinoma, Non-Small-Cell Lung/blood
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/pathology
- Female
- Humans
- Lung Neoplasms/blood
- Lung Neoplasms/drug therapy
- Lung Neoplasms/genetics
- Lung Neoplasms/pathology
- Male
- Middle Aged
- Mutation
- Neoplasm Metastasis
- Predictive Value of Tests
- Prospective Studies
- Survival Rate
- Treatment Outcome
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Affiliation(s)
- Charu Aggarwal
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania.
| | - Jeffrey C Thompson
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Austin L Chien
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | | | - Wei-Ting Hwang
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Taylor A Black
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Stephanie S Yee
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Theresa E Christensen
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Michael J LaRiviere
- Division of Radiation Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Benjamin A Silva
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | | | | | | | - Abigail T Berman
- Division of Radiation Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Christine A Ciunci
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Aditi P Singh
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Jeffrey S Wasser
- Neag Comprehensive Cancer Center, UConn Health, University of Connecticut, Farmington, Connecticut
| | - Joshua M Bauml
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Corey J Langer
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Roger B Cohen
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Erica L Carpenter
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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11
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Farwell Hagman KD, Lamb Thrush D, Freeze S, Dorsainville DL, Eichmeyer J, Banks KC. Facing the challenge of genetic counselors' need for rapid continuing education about genomic technologies. J Genet Couns 2020; 29:838-848. [PMID: 31916674 DOI: 10.1002/jgc4.1213] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 12/10/2019] [Accepted: 12/16/2019] [Indexed: 01/09/2023]
Abstract
The last couple of decades have seen the rapid advancement of genomic technologies (GT) and their equally rapid adoption into clinical testing. Regardless of specialty, all genetic counselors are unified by the fundamental goal to aid in diagnosing patient's genetic disease underscoring the importance for genetic counselors to maintain an in-depth understanding of GT. The National Society of Genetic Counselors' (NSGC) GT Special Interest Group conducted an online survey of NSGC members to assess current genomic technologies knowledge gaps. A total of 171 individuals from a variety of primary work settings completed the survey sufficiently to be included in the analysis. The majority of respondents received their degree in genetic counseling in more recent years (2000-2015). On average across all technologies, >70% of respondents deemed knowledge of GTs as important for successful job performance, 55% responded that additional job training in GTs is needed to successfully perform job functions, and only 28% responded that graduate training in GTs was good. Overall, the data show that participating genetic counselors perceive that their knowledge of GTs is inadequate while it is a key component of their jobs. These results have implications both for training programs and for continuing education efforts. These data can be used as a starting point for additional research into GT educational needs of genetic counselors.
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Affiliation(s)
| | - Devon Lamb Thrush
- Department of Clinical Genomics, Ambry Genetics, Aliso Viejo, CA, USA
| | | | | | | | - Kimberly C Banks
- Department of Medical Affairs, Guardant Health, Redwood City, CA, USA
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12
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Porter A, Natsuhara M, Daniels GA, Patel SP, Sacco AG, Bykowski J, Banks KC, Cohen EEW. Next generation sequencing of cell free circulating tumor DNA in blood samples of recurrent and metastatic head and neck cancer patients. Transl Cancer Res 2020; 9:203-209. [PMID: 35117174 PMCID: PMC8798156 DOI: 10.21037/tcr.2019.12.70] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2018] [Accepted: 11/04/2019] [Indexed: 11/06/2022]
Abstract
Background Effective targeted therapy is lacking in head and neck cancer (HNC). The use of next generation sequencing (NGS) has been suggested as a way to potentially expand therapeutic options and improve outcomes. This study was performed in order to further characterize blood sample cell-free circulating tumor DNA (ctDNA) in advanced HNC patients, to determine its ability to identify actionable mutations, and to elucidate its potential role in patient management. Methods Retrospective analysis of 60 patients with recurrent and metastatic (R/M) HNCs who underwent molecular profiling of blood samples utilizing Guardant360, a 70-gene ctDNA NGS platform. ctDNA sequencing data was compared to tumor NGS data, when available. Best response to therapy was assessed using RECIST measures. Results The most common tumor type was oropharyngeal squamous cell carcinoma (n=21). Other cancer types included salivary gland (n=8) and thyroid (n=4). The most common mutations identified by blood analysis were TP53 (68% of patients), PIK3CA (34% of patients), NOTCH1 (20% of patients), and ARID1A (15% of patients). These findings were consistent with results from tumor sequencing data (n=30) where TP53 (48%) and PIK3CA (24%) were also the most common. Seventy-three percent (n=22) of patients had alterations identified in blood that were not present in tumor specimens. In patients with squamous cell carcinoma, 66% had an off-label option identified and 90% had a trial option identified, while 50% of patients with salivary primaries had off-label option identified and 75% had trial options identified. All patients (n=3, 100%) with thyroid primaries had off-label and clinical trial options identified. Of patients with actionable mutations, 13% (n=8) received matched targeted therapy (MTT). Three patients had stable disease (37.5%), 3 had progressive disease (37.5%), and 2 (25%) were not evaluated at the time of follow up. Of those who did not receive targeted therapy (n=21), 11 patients had stable disease (52.4%), 9 had progressive disease (42.9%), and 1 had a complete response (4.8%). Conclusions Alterations identified by ctDNA may help inform management decisions in advanced HNC. The majority of patients had unique mutations identified on ctDNA. The role of NGS of ctDNA should be explored in future studies.
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Affiliation(s)
- Ashleigh Porter
- Division of Hematology/Oncology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Mandy Natsuhara
- Division of Hematology/Oncology, Moores Cancer Center, La Jolla, CA, USA
| | - Gregory A Daniels
- Division of Hematology/Oncology, Moores Cancer Center, La Jolla, CA, USA
| | | | | | - Julie Bykowski
- Division of Hematology/Oncology, Moores Cancer Center, La Jolla, CA, USA
| | - Kimberly C Banks
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, CA, USA
| | - Ezra E W Cohen
- Division of Hematology/Oncology, Moores Cancer Center, La Jolla, CA, USA
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13
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Espenschied CR, Yen JL, Nance T, Lanman RB, Banks KC. Abstract B028: Pan-cancer landscape of somatic BRCA1 and BRCA2 mutations detected in circulating tumor DNA. Mol Cancer Ther 2019. [DOI: 10.1158/1535-7163.targ-19-b028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Frequencies of germline mutations in BRCA1 and BRCA2 (BRCA1/2) are well-described; however, existing data are incomplete regarding the cancer specific spectrum of somatic BRCA1/2 (sBRCA) mutations and co-occurrence of microsatellite instability (MSI), particularly when detected in circulating tumor DNA (ctDNA). To better elucidate potential target populations for PARP inhibitor (PARPi) monotherapy and combination PARPi-immunotherapy trials and provide data on the frequency of sBRCA mutations detected in ctDNA, we conducted a retrospective, IRB approved analysis of de-identified genomic results of advanced solid tumor patients (pts) who had clinical liquid biopsy testing (Guardant360) from 06-2018 to 05-2019. METHODS Cancer specific sBRCA inactivating mutation frequencies were calculated for cancer types with >50 patients tested; histological sub-types were compared to available TCGA inactivating sBRCA frequencies using Fisher’s exact or Chi-square test as appropriate. RESULTS Overall, 3388 pts were found to have one or more variant of uncertain significance (n=2338) and/or inactivating mutation (n=1050) in BRCA1/2. Of the 1050, 352 (33.5%) had only germline mutation(s) (gBRCA), 24 (2.3%) had both gBRCA and sBRCA, and 674 (64.2%) had sBRCA mutations only. Further analyses were limited to the 674 pts with sBRCA mutations only. Cancer specific sBRCA frequencies in uterine (5.1%), ovarian (5.0%), colorectal (CRC, 3.3%), lung squamous (3.1%), head and neck (2.9%), gastroesophageal (2.6%), melanoma (2.4%), urothelial (2.3%), breast (2.3%), lung adenocarcinoma (2.1%), and pancreatic (2.1%) cancers were not significantly different from TCGA while frequencies in prostate (3.7%, p=0.004) and renal cell (2.1%, p=0.02) cancers were significantly higher than TCGA. The mean (median) number of sBRCA mutations per pt was 1.1 (1) with 47 pts having >1 sBRCA mutation. Multiple sBRCA mutations were seen in pts with CRC (n=14), prostate (n=9), non-small cell lung (n=7), breast (n=6), uterine (n=3), ovarian (n=2), and other (n=5) cancers. Co-occurring MSI was detected in 44/468 (9.4%) pts with sBRCA inactivating mutation(s) tested. CONCLUSIONS ctDNA detected sBRCA mutations at frequencies consistent with, or above TCGA, indicating it is an effective method for identifying pts eligible for PARPi trials. Additional studies are ongoing to assess the clonality of the sBRCA mutations which may further impact PARPi trial considerations. Our cohort consists of advanced cancer pts, so the identification of sBRCA mutations in prostate cancer at a higher frequency than TCGA supports what is known about the association between gBRCA mutations and more aggressive, advanced stage cancer and suggests the possibility of a similar association for sBRCA in prostate and renal cell cancers. The co-occurrence of defective homologous recombination and mismatch repair has previously been reported in tissue sequencing studies, but numbers in those and the current study are small. Still, this co-occurrence sub-population may represent a unique molecular subtype in which to investigate combination PARPi-immunotherapy. In a one year period, standard of care ctDNA testing identified 1050 advanced cancer pts with BRCA mutations, two-thirds of which were somatic, occurring in over 30 cancer types, suggesting that PARPi therapies may have relevance in a broad range of cancers.
Citation Format: Carin R Espenschied, Jennifer L Yen, Tracy Nance, Richard B Lanman, Kimberly C Banks. Pan-cancer landscape of somatic BRCA1 and BRCA2 mutations detected in circulating tumor DNA [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference on Molecular Targets and Cancer Therapeutics; 2019 Oct 26-30; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2019;18(12 Suppl):Abstract nr B028. doi:10.1158/1535-7163.TARG-19-B028
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14
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Willis J, Lefterova MI, Artyomenko A, Kasi PM, Nakamura Y, Mody K, Catenacci DVT, Fakih M, Barbacioru C, Zhao J, Sikora M, Fairclough SR, Lee H, Kim KM, Kim ST, Kim J, Gavino D, Benavides M, Peled N, Nguyen T, Cusnir M, Eskander RN, Azzi G, Yoshino T, Banks KC, Raymond VM, Lanman RB, Chudova DI, Talasaz A, Kopetz S, Lee J, Odegaard JI. Validation of Microsatellite Instability Detection Using a Comprehensive Plasma-Based Genotyping Panel. Clin Cancer Res 2019; 25:7035-7045. [PMID: 31383735 DOI: 10.1158/1078-0432.ccr-19-1324] [Citation(s) in RCA: 137] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 05/15/2019] [Accepted: 07/10/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE To analytically and clinically validate microsatellite instability (MSI) detection using cell-free DNA (cfDNA) sequencing. EXPERIMENTAL DESIGN Pan-cancer MSI detection using Guardant360 was analytically validated according to established guidelines and clinically validated using 1,145 cfDNA samples for which tissue MSI status based on standard-of-care tissue testing was available. The landscape of cfDNA-based MSI across solid tumor types was investigated in a cohort of 28,459 clinical plasma samples. Clinical outcomes for 16 patients with cfDNA MSI-H gastric cancer treated with immunotherapy were evaluated. RESULTS cfDNA MSI evaluation was shown to have high specificity, precision, and sensitivity, with a limit of detection of 0.1% tumor content. In evaluable patients, cfDNA testing accurately detected 87% (71/82) of tissue MSI-H and 99.5% of tissue microsatellite stable (863/867) for an overall accuracy of 98.4% (934/949) and a positive predictive value of 95% (71/75). Concordance of cfDNA MSI with tissue PCR and next-generation sequencing was significantly higher than IHC. Prevalence of cfDNA MSI for major cancer types was consistent with those reported for tissue. Finally, robust clinical activity of immunotherapy treatment was seen in patients with advanced gastric cancer positive for MSI by cfDNA, with 63% (10/16) of patients achieving complete or partial remission with sustained clinical benefit. CONCLUSIONS cfDNA-based MSI detection using Guardant360 is highly concordant with tissue-based testing, enabling highly accurate detection of MSI status concurrent with comprehensive genomic profiling and expanding access to immunotherapy for patients with advanced cancer for whom current testing practices are inadequate.See related commentary by Wang and Ajani, p. 6887.
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Affiliation(s)
- Jason Willis
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | - Pashtoon Murtaza Kasi
- Division of Oncology/Hematology, Department of Internal Medicine, University of Iowa, Iowa City, Iowa
| | - Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Kabir Mody
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | | | - Marwan Fakih
- Medical Oncology, City of Hope, Duarte, California
| | | | - Jing Zhao
- Guardant Health, Redwood City, California
| | | | | | - Hyuk Lee
- Division of Gastroenterology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Kyoung-Mee Kim
- Division of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seung Tae Kim
- Division of Hematology-Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jinchul Kim
- Division of Hematology-Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | - Manuel Benavides
- Medical Oncology, Hospital Universitario Virgen de la Victoria, Malaga, Spain
| | - Nir Peled
- Division of Medical Oncology, Rabin Medical Center, Petach Tiqea, Israel
| | - Timmy Nguyen
- Hematology/Oncology, Cleveland Clinic Foundation, Weston, Florida
| | - Mike Cusnir
- Comprehensive Cancer Center, Mount Sinai Medical Center, Miami Beach, Florida
| | - Ramez N Eskander
- Center for Personalized Cancer Therapy, Division of Gynecologic Oncology, University of California San Diego Health Moores Cancer Center, La Jolla, California
| | - Georges Azzi
- Medical Oncology, Holy Cross Michael & Dianne Bienes Comprehensive Cancer Center, Fort Lauderdale, Florida
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | | | | | | | | | | | - Scott Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeeyun Lee
- Division of Hematology-Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Kim ST, Banks KC, Pectasides E, Kim SY, Kim K, Lanman RB, Talasaz A, An J, Choi MG, Lee JH, Sohn TS, Bae JM, Kim S, Park SH, Park JO, Park YS, Lim HY, Kim NKD, Park W, Lee H, Bass AJ, Kim K, Kang WK, Lee J. Impact of genomic alterations on lapatinib treatment outcome and cell-free genomic landscape during HER2 therapy in HER2+ gastric cancer patients. Ann Oncol 2019; 29:1037-1048. [PMID: 29409051 PMCID: PMC5913644 DOI: 10.1093/annonc/mdy034] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Background To identify predictive markers for responders in lapatinib-treated patients and to demonstrate molecular changes during lapatinib treatment via cell-free genomics. Patients and methods We prospectively evaluated the efficacy of combining lapatinib with capecitabine and oxaliplatin as first line neoadjuvant therapy in patients with previously untreated, HER2-overexpressing advanced gastric cancer. A parallel biomarker study was conducted by simultaneously performing immunohistochemistry and next-generation sequencing (NGS) with tumor and blood samples. Results Complete response was confirmed in 7/32 patients (21.8%), 2 of whom received radical surgery with pathologic-confirmed complete response. Fifteen partial responses (46.8%) were observed, resulting in a 68.6% overall response rate. NGS of the 16 tumor specimens demonstrated that the most common co-occurring copy number alteration was CCNE1 amplification, which was present in 40% of HER2+ tumors. The relationship between CCNE1 amplification and lack of response to HER2-targeted therapy trended toward statistical significance (66.7% of non-responders versus 22.2% of responders harbored CCNE1 amplification; P = 0.08). Patients with high level ERBB2 amplification by NGS were more likely to respond to therapy, compared with patients with low level ERBB2 amplification (P = 0.02). Analysis of cfDNA showed that detectable ERBB2 copy number amplification in plasma was predictive to the response (100%, response rate) and changes in plasma-detected genomic alterations were associated with lapatinib sensitivity and/or resistance. The follow-up cfDNA genomics at disease progression demonstrated that there are emergences of other genomic aberrations such as MYC, EGFR, FGFR2 and MET amplifications. Conclusions The present study showed that HER2+ GC patients respond differently according to concomitant genomic aberrations beyond ERBB2, high ERBB2 amplification by NGS or cfDNA can be a positive predictor for patient selection, and tumor genomic alterations change significantly during targeted agent therapy.
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Affiliation(s)
- S T Kim
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - K C Banks
- Department of Medical Affair, Guardant Health, Dana-Farber Cancer Institute, Boston, USA
| | - E Pectasides
- Division of Molecular and Cellular Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - S Y Kim
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - K Kim
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - R B Lanman
- Department of Medical Affair, Guardant Health, Dana-Farber Cancer Institute, Boston, USA
| | - A Talasaz
- Department of Medical Affair, Guardant Health, Dana-Farber Cancer Institute, Boston, USA
| | - J An
- Sungkyunkwan University School of Medicine, Seoul, Korea; Department of Surgery, Samsung Medical Center, Seoul, Korea
| | - M G Choi
- Sungkyunkwan University School of Medicine, Seoul, Korea; Department of Surgery, Samsung Medical Center, Seoul, Korea
| | - J H Lee
- Sungkyunkwan University School of Medicine, Seoul, Korea; Department of Surgery, Samsung Medical Center, Seoul, Korea
| | - T S Sohn
- Sungkyunkwan University School of Medicine, Seoul, Korea; Department of Surgery, Samsung Medical Center, Seoul, Korea
| | - J M Bae
- Sungkyunkwan University School of Medicine, Seoul, Korea; Department of Surgery, Samsung Medical Center, Seoul, Korea
| | - S Kim
- Sungkyunkwan University School of Medicine, Seoul, Korea; Department of Surgery, Samsung Medical Center, Seoul, Korea
| | - S H Park
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - J O Park
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Y S Park
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - H Y Lim
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - N K D Kim
- Samsung Genome Institute, Samsung Medical Center, Seoul, Korea
| | - W Park
- Samsung Genome Institute, Samsung Medical Center, Seoul, Korea
| | - H Lee
- Sungkyunkwan University School of Medicine, Seoul, Korea; Division of Gastroenterolog, Department of Medicine, Samsung Medical Center, Seoul, Korea
| | - A J Bass
- Division of Molecular and Cellular Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - K Kim
- Pathology and Translational Genomics, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - W K Kang
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea
| | - J Lee
- Division of Hematology-Oncolog, Department of Medicine, Samsung Medical Center, Seoul, Korea; Sungkyunkwan University School of Medicine, Seoul, Korea.
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Kaseb AO, Sánchez NS, Sen S, Kelley RK, Tan B, Bocobo AG, Lim KH, Abdel-Wahab R, Uemura M, Pestana RC, Qiao W, Xiao L, Morris J, Amin HM, Hassan MM, Rashid A, Banks KC, Lanman RB, Talasaz A, Mills-Shaw KR, George B, Haque A, Raghav KPS, Wolff RA, Yao JC, Meric-Bernstam F, Ikeda S, Kurzrock R. Molecular Profiling of Hepatocellular Carcinoma Using Circulating Cell-Free DNA. Clin Cancer Res 2019; 25:6107-6118. [PMID: 31363003 PMCID: PMC9292132 DOI: 10.1158/1078-0432.ccr-18-3341] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 02/15/2019] [Accepted: 07/25/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Molecular profiling has been used to select patients for targeted therapy and determine prognosis. Noninvasive strategies are critical to hepatocellular carcinoma (HCC) given the challenge of obtaining liver tissue biopsies. EXPERIMENTAL DESIGN We analyzed blood samples from 206 patients with HCC using comprehensive genomic testing (Guardant Health) of circulating tumor DNA (ctDNA). RESULTS A total of 153/206 (74.3%) were men; median age, 62 years (range, 18-91 years). A total of 181/206 patients had ≥1 alteration. The total number of alterations was 680 (nonunique); median number of alterations/patient was three (range, 1-13); median mutant allele frequency (% cfDNA), 0.49% (range, 0.06%-55.03%). TP53 was the common altered gene [>120 alterations (non-unique)] followed by EGFR, MET, ARID1A, MYC, NF1, BRAF, and ERBB2 [20-38 alterations (nonunique)/gene]. Of the patients with alterations, 56.9% (103/181) had ≥1 actionable alterations, most commonly in MYC, EGFR, ERBB2, BRAF, CCNE1, MET, PIK3CA, ARID1A, CDK6, and KRAS. In these genes, amplifications occurred more frequently than mutations. Hepatitis B (HBV)-positive patients were more likely to have ERBB2 alterations, 35.7% (5/14) versus 8.8% HBV-negative (P = 0.04). CONCLUSIONS This study represents the first large-scale analysis of blood-derived ctDNA in HCC in United States. The genomic distinction based on HCC risk factors and the high percentage of potentially actionable genomic alterations suggests potential clinical utility for this technology.
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Affiliation(s)
- Ahmed O Kaseb
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Nora S Sánchez
- Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shiraj Sen
- Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robin K Kelley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
| | - Benjamin Tan
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
- Department of Radiology, Washington University School of Medicine, St. Louis, Missouri
| | - Andrea G Bocobo
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
| | - Kian H Lim
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
- Department of Radiology, Washington University School of Medicine, St. Louis, Missouri
| | - Reham Abdel-Wahab
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Arizona Clinical Oncology Department, Assiut University Hospital, Assiut, Egypt
| | - Marc Uemura
- Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Wei Qiao
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lianchun Xiao
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeffrey Morris
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hesham M Amin
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Manal M Hassan
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Asif Rashid
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | | | - Kenna R Mills-Shaw
- Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Bhawana George
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Abedul Haque
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kanwal P S Raghav
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robert A Wolff
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - James C Yao
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Funda Meric-Bernstam
- Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sadakatsu Ikeda
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, University of California San Diego, Moores Cancer Center, La Jolla, California
| | - Razelle Kurzrock
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, University of California San Diego, Moores Cancer Center, La Jolla, California.
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Lee J, Franovic A, Shiotsu Y, Kim ST, Kim KM, Banks KC, Raymond VM, Lanman RB. Detection of ERBB2 (HER2) Gene Amplification Events in Cell-Free DNA and Response to Anti-HER2 Agents in a Large Asian Cancer Patient Cohort. Front Oncol 2019; 9:212. [PMID: 31019892 PMCID: PMC6458313 DOI: 10.3389/fonc.2019.00212] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 03/11/2019] [Indexed: 12/27/2022] Open
Abstract
Background: HER2 antagonists have marked activity and are approved for the treatment of HER2 overexpressing breast and gastric cancers. Recent studies have shown that ERBB2 (HER2) gene amplification and overexpression may also be actionable in other tumor types. Inter- and intratumoral heterogeneity in HER2 status, however, poses a significant challenge in identifying patients that may benefit from HER2-targeted therapies. ERBB2 amplification as identified by circulating cell-free DNA (cfDNA), which circumvents tissue heterogeneity issues, is emerging as a robust biomarker predictive of response to anti-HER2 agents. Here, the prevalence and genomic landscape of ERBB2 alterations detectable by next-generation sequencing (NGS) of cfDNA was evaluated in a large cohort of Asian patients with advanced solid tumors. Methods: Results were queried for consecutive patients (n = 469) tested by a comprehensive 70/73-gene cfDNA NGS assay (Guardant360®) between November 2015 and June 2018. Patients with ERBB2 gene alterations including copy number amplifications (CNAs), single nucleotide variants (SNVs), and insertion-deletions (indels) were identified. Results: ERBB2 alterations were detected in 52 patients (11.1%); ERBB2 SNVs, CNAs, and indels were found in 27 (5.8%), 27 (5.8%), and 10 (2.1%) patients, respectively. ERBB2 amplification was most frequently identified in gastric (21.4%; 6/28), colorectal (11.1%; 5/45), lung (3.9%; 9/231), and breast (3.2%; 1/31) cancer patients. ERBB2 amplification was often mutually exclusive with other oncogenic alterations in gastric (83.3%; 5/6) and colorectal (60%; 3/5) cancer patients. ERBB2 copy number gains were also highest in gastric and colorectal cancers (median 4.8 and 6.6, respectively). We further report two cases of advanced gastric cancer patients, one treatment naïve, and the other having failed four lines of therapy, whose ERBB2 CNAs were identified by cfDNA and derived clinical benefit from HER2-based therapies. Conclusion: Our data indicate that ERBB2 amplification is a common event in solid tumors among Asian cancer patients. High ERBB2 incidence and copy number gains were observed in gastric and colorectal cancer patients, often in the absence of other oncogenic mutations, underscoring its likely role as the driver alteration in those settings. Finally, we show the potential of comprehensive cfDNA testing in identifying patients who are most likely to benefit from HER2-targeted therapies.
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Affiliation(s)
- Jeeyun Lee
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University of Medicine, Seoul, South Korea
| | - Aleksandra Franovic
- Department of Medical Affairs, Guardant Health Inc., Redwood City, CA, United States
| | - Yukimasa Shiotsu
- Department of Medical Affairs, Guardant Health Inc., Redwood City, CA, United States
| | - Seung Tae Kim
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University of Medicine, Seoul, South Korea
| | - Kyoung-Mee Kim
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Kimberly C. Banks
- Department of Medical Affairs, Guardant Health Inc., Redwood City, CA, United States
| | - Victoria M. Raymond
- Department of Medical Affairs, Guardant Health Inc., Redwood City, CA, United States
| | - Richard B. Lanman
- Department of Medical Affairs, Guardant Health Inc., Redwood City, CA, United States
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18
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Piccioni DE, Achrol AS, Kiedrowski LA, Banks KC, Boucher N, Barkhoudarian G, Kelly DF, Juarez T, Lanman RB, Raymond VM, Nguyen M, Truong JD, Heng A, Gill J, Saria M, Pingle SC, Kesari S. Analysis of cell-free circulating tumor DNA in 419 patients with glioblastoma and other primary brain tumors. CNS Oncol 2019; 8:CNS34. [PMID: 30855176 PMCID: PMC6713031 DOI: 10.2217/cns-2018-0015] [Citation(s) in RCA: 84] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Aim: Genomically matched trials in primary brain tumors (PBTs) require recent tumor sequencing. We evaluated whether circulating tumor DNA (ctDNA) could facilitate genomic interrogation in these patients. Methods: Data from 419 PBT patients tested clinically with a ctDNA NGS panel at a CLIA-certified laboratory were analyzed. Results: A total of 211 patients (50%) had ≥1 somatic alteration detected. Detection was highest in meningioma (59%) and gliobastoma (55%). Single nucleotide variants were detected in 61 genes, with amplifications detected in ERBB2, MET, EGFR and others. Conclusion: Contrary to previous studies with very low yields, we found half of PBT patients had detectable ctDNA with genomically targetable off-label or clinical trial options for almost 50%. For those PBT patients with detectable ctDNA, plasma cfDNA genomic analysis is a clinically viable option for identifying genomically driven therapy options.
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Affiliation(s)
- David E Piccioni
- Department of Neurosciences, University of California San Diego Moores Cancer Center, San Diego, CA, USA
| | - Achal Singh Achrol
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | | | - Kimberly C Banks
- Department of Medical Affairs, Guardant Health, Redwood City, CA, USA
| | - Najee Boucher
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Garni Barkhoudarian
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Daniel F Kelly
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Tiffany Juarez
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Richard B Lanman
- Department of Medical Affairs, Guardant Health, Redwood City, CA, USA
| | | | - Minhdan Nguyen
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Judy D Truong
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Annie Heng
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Jaya Gill
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Marlon Saria
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Sandeep C Pingle
- Department of Neurosciences, University of California San Diego Moores Cancer Center, San Diego, CA, USA
| | - Santosh Kesari
- Department of Translational Neurosciences and Neurotherapeutics, Pacific Neuroscience Institute, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA
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Rich TA, Raymond VM, Ahn ER, Banks KC, Brufsky A, Lee C, Lippman M, Pluard TJ, Schwab RB, Lanman RB. Abstract P4-01-05: Cell free DNA analysis identifies actionable ERBB2 amplifications in patients with HER2 equivocal breast cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-p4-01-05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background:
Determination of ERBB2 (HER2) expression or amplification informs eligibility of HER2-targeted therapies. ASCO and NCCN guidelines recommend evaluation of HER2 status on primary invasive breast cancers and on a metastatic site if stage IV, where possible, as treatment is based on the status of the metastasis. Reassessment of HER2 status should also be considered in patients with disease recurrence as initially HER2-negative tumors may acquire HER2 amplification at progression. HER2 status can be complicated by equivocal results from in situ hybridization (ISH) and/or immunohistochemistry (IHC). Clarification requires reflex testing on the same tissue specimen or repeat testing on a new specimen, however some patients' tissue status remains equivocal. Furthermore, metastases to bone, lung, or brain may be difficult to re-biopsy or of low DNA quality. Rapid and non-invasive blood-based cell-free DNA (cfDNA) NGS may facilitate identification of HER2 targetable disease in advanced breast cancer.
Methods:
We assessed the frequency of ERBB2 amplification detectable by a blood-based cell-free DNA (cfDNA) assay among patients with metastatic breast cancer with equivocal HER2 results in tissue. cfDNA samples were ordered as part of routine clinical care using an assay validated for the detection of copy number amplification in ERBB2 (tests run between 03/2014-04/2017 by Guardant Health, Redwood City, CA). Submitted pathology reports were reviewed for HER2 status which was categorized as positive, negative, or equivocal based on the interpretation issued by the reading pathologist at the time the test was ordered. Patients were included if they had an equivocal result on IHC and/or ISH unless both assays were performed on the same specimen and one provided a definitive negative or positive HER2 result. Additionally, 4 patients with equivocal IHC or ISH results were excluded as biopsy of another tumor site revealed a positive HER2 result around the same time as the equivocal test. For the 349 patients with multiple cfDNA samples, the earliest pathology report was referenced.
Results:
Tissue HER2 status was available for 1,853 unique patients (98.8% female, median age at testing was 58y, range 26-91y). 141 patients (7.6%) had equivocal HER2 results in tissue; 99 by IHC alone, 14 by ISH alone, and 28 were equivocal by both assays. Among these, 126 patients (89.4%) had at least one sample with ctDNA detected. 12/126 (9.5%) had amplification of ERBB2 detected in at least one cfDNA sample. Samples were drawn a median of 267 days after tissue collection (range 4 days – 11.5 years). Frequency of ERBB2 amplification was similar regardless of time between tissue and blood collection but was higher among patients with ISH results alone (4/14, 36.4%) compared to those with IHC alone (6/89, 6.7%) or both assays (6/26, 7.6%; p=0.006).
Conclusion:
cfDNA testing identifies a significant number of patients with HER2-targetable advanced breast cancer whose tissue was HER2 equivocal. cfDNA testing may supplement tissue-based methods to help clarify HER2 status in metastatic disease as well as identify patients who may acquire HER2 amplification subsequent to their initial biopsy.
Citation Format: Rich TA, Raymond VM, Ahn ER, Banks KC, Brufsky A, Lee C, Lippman M, Pluard TJ, Schwab RB, Lanman RB. Cell free DNA analysis identifies actionable ERBB2 amplifications in patients with HER2 equivocal breast cancer [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P4-01-05.
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Affiliation(s)
- TA Rich
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - VM Raymond
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - ER Ahn
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - KC Banks
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - A Brufsky
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - C Lee
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - M Lippman
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - TJ Pluard
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - RB Schwab
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
| | - RB Lanman
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Chicago; University of Pittsburgh Medical Center - Magee-Women's Hospital, Pittsburgh; University of Miami Miller School of Medicine, Miami; St. Luke's Cancer Institute, Kansas City; University of California San Diego Moores Cancer Center, La Jolla
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Parseghian CM, Loree JM, Morris VK, Liu X, Clifton KK, Napolitano S, Henry JT, Pereira AA, Vilar E, Johnson B, Kee B, Raghav K, Dasari A, Wu J, Garg N, Raymond VM, Banks KC, Talasaz AA, Lanman RB, Strickler JH, Hong DS, Corcoran RB, Overman MJ, Kopetz S. Anti-EGFR-resistant clones decay exponentially after progression: implications for anti-EGFR re-challenge. Ann Oncol 2019; 30:243-249. [PMID: 30462160 PMCID: PMC6657008 DOI: 10.1093/annonc/mdy509] [Citation(s) in RCA: 141] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) has been shown to acquire RAS and EGFR ectodomain mutations as mechanisms of resistance to epidermal growth factor receptor (EGFR) inhibition (anti-EGFR). After anti-EGFR withdrawal, RAS and EGFR mutant clones lack a growth advantage relative to other clones and decay; however, the kinetics of decay remain unclear. We sought to determine the kinetics of acquired RAS/EGFR mutations after discontinuation of anti-EGFR therapy. PATIENTS AND METHODS We present the post-progression circulating tumor DNA (ctDNA) profiles of 135 patients with RAS/BRAF wild-type metastatic CRC treated with anti-EGFR who acquired RAS and/or EGFR mutations during therapy. Our validation cohort consisted of an external dataset of 73 patients with a ctDNA profile suggestive of prior anti-EGFR exposure and serial sampling. A separate retrospective cohort of 80 patients was used to evaluate overall response rate and progression free survival during re-challenge therapies. RESULTS Our analysis showed that RAS and EGFR relative mutant allele frequency decays exponentially (r2=0.93 for RAS; r2=0.94 for EGFR) with a cumulative half-life of 4.4 months. We validated our findings using an external dataset of 73 patients with a ctDNA profile suggestive of prior anti-EGFR exposure and serial sampling, confirming exponential decay with an estimated half-life of 4.3 months. A separate retrospective cohort of 80 patients showed that patients had a higher overall response rate during re-challenge therapies after increasing time intervals, as predicted by our model. CONCLUSION These results provide scientific support for anti-EGFR re-challenge and guide the optimal timing of re-challenge initiation.
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Affiliation(s)
- C M Parseghian
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
| | | | - V K Morris
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - X Liu
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - K K Clifton
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S Napolitano
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J T Henry
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A A Pereira
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - E Vilar
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA; Division of Cancer Prevention and Population Sciences, Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - B Johnson
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - B Kee
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - K Raghav
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Dasari
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Wu
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - N Garg
- Division of Diagnostic Imaging, Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | | | - K C Banks
- Guardant Health Inc, Redwood City, USA
| | | | | | | | - D S Hong
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R B Corcoran
- Massachusetts General Hospital Cancer Center, Boston, USA; Department of Medicine, Harvard Medical School, Boston, USA
| | - M J Overman
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S Kopetz
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
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21
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Loree JM, Bailey AM, Johnson AM, Yu Y, Wu W, Bristow CA, Davis JS, Shaw KR, Broaddus R, Banks KC, Lanman RB, Meric-Bernstam F, Overman MJ, Kopetz S, Raghav K. Molecular Landscape of ERBB2/ERBB3 Mutated Colorectal Cancer. J Natl Cancer Inst 2018; 110:1409-1417. [PMID: 29718453 PMCID: PMC6292791 DOI: 10.1093/jnci/djy067] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 02/10/2018] [Accepted: 03/16/2018] [Indexed: 01/14/2023] Open
Abstract
Background Despite growing therapeutic relevance of ERBB2 amplifications in colorectal cancer (CRC), little is known about ERBB2/ERBB3 mutations. We aimed to characterize these subsets of CRC. Methods We performed a retrospective analysis of 419 CRC patients from MD Anderson (MDACC) and 619 patients from the Nurses' Health Study (NHS)/Health Professionals Follow-Up Study (HPFS) with tissue sequencing, clinicopathologic, mutational, and consensus molecular subtype (CMS) profiles of ERBB2/ERBB3 mutant patients. A third cohort of 1623 CRC patients with ctDNA assays characterized the ctDNA profile of ERBB2 mutants. All statistical tests were two-sided. Results ERBB2 mutations occurred in 4.1% (95% confidence interval [CI] = 2.4% to 6.4%), 5.8% (95% CI = 4.1% to 8.0%), and 5.1% (95% CI = 4.0% to 6.2%) of MDACC, NHS/HPFS, and ctDNA patients, respectively. ERBB3 mutations occurred in 5.7% (95% CI = 3.7% to 8.4%, 95% CI = 4.0% to 7.8%) of patients in both tissue cohorts. Age, stage, and tumor location were not associated with either mutation. Microsatellite instability (MSI) was associated with ERBB2 (odds ratio [OR] = 5.98, 95% CI = 2.47 to 14.49, P < .001; OR = 5.13, 95% CI = 2.38 to 11.05, P < .001) and ERBB3 mutations (OR = 3.48, 95% CI = 1.51 to 8.02, P = .002; OR = 3.40, 95% CI = 1.05 to 10.96, P = .03) in both tissue cohorts. Neither gene was associated with TP53, APC, KRAS, NRAS, or BRAF mutations in tissue. However, PIK3CA mutations were strongly associated with ERBB2 mutations in all three cohorts (OR = 3.68, 95% CI = 1.83 to 7.41, P = .001; OR = 2.25, 95% CI = 1.11 to 4.58, P = .02; OR = 2.11, 95% CI = 1.25 to 3.58, P = .004) and ERBB3 mutations in the MDACC cohort (OR = 13.26, 95% CI = 5.27 to 33.33, P < .001). ERBB2 (P = 0.08) and ERBB3 (P = .008) mutations were associated with CMS1 subtype. ERBB2 (hazard ratio [HR] = 1.82, 95% CI = 1.23 to 4.03, P = .009), but not ERBB3 (HR = 0.88, 95% CI = 0.45 to 1.73, P = .73), mutations were associated with worse overall survival. Conclusions MSI and PIK3CA mutations are associated with ERBB2/ERBB3 mutations. Co-occurring PIK3CA mutations may represent a second hit to oncogenic signaling that needs consideration when targeting ERBB2/ERBB3.
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Affiliation(s)
- Jonathan M Loree
- Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ann M Bailey
- Sheikh Khalifa Bin Zayed Al Nahyan Institute of Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Amber M Johnson
- Sheikh Khalifa Bin Zayed Al Nahyan Institute of Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yao Yu
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Wenhui Wu
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Christopher A Bristow
- Institute for Applied Cancer Science, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jennifer S Davis
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Kenna R Shaw
- Sheikh Khalifa Bin Zayed Al Nahyan Institute of Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Russell Broaddus
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Funda Meric-Bernstam
- Institute for Applied Cancer Science, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Michael J Overman
- Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Scott Kopetz
- Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Kanwal Raghav
- Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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22
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Jacobs MT, Mohindra NA, Shantzer L, Chen IL, Phull H, Mitchell W, Raymond VM, Banks KC, Nagy RJ, Lanman RB, Christensen J, Patel JD, Clarke J, Patel SP. Use of Low-Frequency Driver Mutations Detected by Cell-Free Circulating Tumor DNA to Guide Targeted Therapy in Non–Small-Cell Lung Cancer: A Multicenter Case Series. JCO Precis Oncol 2018; 2:1-10. [DOI: 10.1200/po.17.00318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose To evaluate the clinical outcome of patients with non–small-cell lung cancer treated by targeting low variant allelic frequency (VAF) driver mutations identified through cell-free DNA (cfDNA) next-generation sequencing (NGS). Detection of driver mutations in cancer is critically important in the age of targeted therapy, where both tumor-based as well as cfDNA sequencing methods have been used for therapeutic decision making. We hypothesized that VAF should not be predictive of response and that low VAF alterations detected by cfDNA NGS can respond to targeted therapy. Patients and Methods A multicenter retrospective case review was performed to identify patients with non–small-cell lung cancer who received targeted molecular therapy on the basis of findings of low VAF alterations in cfDNA NGS. Mutations at low VAF were defined as < 0.2% mutated cfDNA molecules in a background of wild-type cfDNA. Results One hundred seventy-two patients underwent cfDNA NGS testing. Of the 172 patients, 12 were identified as having low VAF driver alterations and were considered for targeted therapy. The median progression-free survival (PFS) for all patients was 52 weeks (range, 17 to 88 weeks). For patients with EGFR exon 19 deletion (n = 7), the median PFS was 52 weeks (range, 17 to 60.5 weeks). For patients with EML4-ALK fusions (n = 3), the median PFS was 60 weeks (range, 18 to 88 weeks). The median overall survival for all patients after diagnosis was 57.6 weeks. Conclusion Targeted treatment response for driver mutations detected by cfDNA may be independent of VAF, even in relation to other higher VAF aberrations in plasma, and directly dependent on the underlying disease biology and ability to treat the patient with appropriate targeted therapy.
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Affiliation(s)
- Miriam T. Jacobs
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Nisha A. Mohindra
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Lindsey Shantzer
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Ingrid L. Chen
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Hardeep Phull
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - William Mitchell
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Victoria M. Raymond
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Kimberly C. Banks
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Rebecca J. Nagy
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Richard B. Lanman
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - James Christensen
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Jyoti D. Patel
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Jeffrey Clarke
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
| | - Sandip P. Patel
- Miriam T. Jacobs, Washington University School of Medicine in St Louis, St Louis, MO; Nisha A. Mohindra, Northwestern University; Jyoti D. Patel, University of Chicago School of Medicine, Chicago, IL; Lindsey Shantzer and Jeffrey Clarke, Duke University Medical Center, Durham, NC; Ingrid L. Chen, Stony Brook University School of Medicine, Stony Brook, NY; Hardeep Phull, William Mitchell, and Sandip P. Patel, University of California, San Diego, La Jolla; Victoria M. Raymond, Kimberly C. Banks, Rebecca J
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23
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Slavin TP, Banks KC, Chudova D, Oxnard GR, Odegaard JI, Nagy RJ, Tsang KWK, Neuhausen SL, Gray SW, Cristofanilli M, Rodriguez AA, Bardia A, Leyland-Jones B, Janicek MF, Lilly M, Sonpavde G, Lee CE, Lanman RB, Meric-Bernstam F, Kurzrock R, Weitzel JN. Identification of Incidental Germline Mutations in Patients With Advanced Solid Tumors Who Underwent Cell-Free Circulating Tumor DNA Sequencing. J Clin Oncol 2018; 36:JCO1800328. [PMID: 30339520 PMCID: PMC6286162 DOI: 10.1200/jco.18.00328] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
PURPOSE To determine the potential for detection of incidental germline cancer predisposition mutations through cell-free DNA (cfDNA) analyses in patients who underwent solid tumor somatic mutation evaluation. PATIENTS AND METHODS Data were evaluated from 10,888 unselected patients with advanced (stage III/IV) cancer who underwent Guardant360 testing between November 2015 and December 2016. The main outcome was prevalence of putative germline mutations identified among 16 actionable hereditary cancer predisposition genes. RESULTS More than 50 cancer types were studied, including lung (41%), breast (19%), colorectal (8%), prostate (6%), pancreatic (3%), and ovarian (2%). Average patient age was 63.5 years (range, 18 to 95 years); 43% were male. One hundred and fifty-six individuals (1.4%) had suspected hereditary cancer mutations in 11 genes. Putative germline mutations were more frequent in individuals younger than 50 years versus those 50 years and older (3.0% v 1.2%, respectively; P < .001). Highest yields of putative germline findings were in patients with ovarian (8.13%), prostate (3.46%), pancreatic (3.34%), and breast (2.2%) cancer. Putative germline mutation identification was consistent among 12 individuals with multiple samples. Patients with circulating tumor DNA copy number variation and/or reversion mutations suggestive of functional loss of the wild-type allele in the tumor DNA also are described. CONCLUSION Detection of putative germline mutations from cfDNA is feasible across multiple genes and cancer types without prior mutation knowledge. Many mutations were found in cancers without clear guidelines for hereditary cancer genetic counseling/testing. Given the clinical significance of identifying hereditary cancer predisposition for patients and their families as well as targetable germline alterations such as in BRCA1 or BRCA2, research on the best way to validate and return potential germline results from cfDNA analysis to clinicians and patients is needed.
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Affiliation(s)
- Thomas P. Slavin
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Kimberly C. Banks
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Darya Chudova
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Geoffrey R. Oxnard
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Justin I. Odegaard
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Rebecca J. Nagy
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Kar Wing Kevin Tsang
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Susan L. Neuhausen
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Stacy W. Gray
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Massimo Cristofanilli
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Angel A. Rodriguez
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Aditya Bardia
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Brian Leyland-Jones
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Mike F. Janicek
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Michael Lilly
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Guru Sonpavde
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Christine E. Lee
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Richard B. Lanman
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Funda Meric-Bernstam
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Razelle Kurzrock
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | - Jeffrey N. Weitzel
- Thomas P. Slavin, Kar Wing Kevin Tsang, Susan L. Neuhausen, Stacy W. Gray, and Jeffrey N. Weitzel, City of Hope, Duarte; Kimberly C. Banks, Darya Chudova, Justin I. Odegaard, Rebecca J. Nagy, Christine E. Lee, and Richard B. Lanman, Guardant Health, Redwood City; Razelle Kurzrock, University of California, San Diego, Moores Cancer Center, San Diego, CA; Geoffrey R. Oxnard, Dana-Farber Cancer Institute; Aditya Bardia, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA; Massimo Cristofanilli, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL; Angel A. Rodriguez, Houston Methodist Hospital; Funda Meric-Bernstam, The University of Texas MD Anderson Cancer Center, Houston, TX; Brian Leyland-Jones, Avera Cancer Institute, Sioux Falls, SD; Mike F. Janicek, Arizona Oncology Associates Gynecology Oncology, Scottsdale, AZ; Michael Lilly, Medical University of South Carolina, Charleston, SC; and Guru Sonpavde, The University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
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24
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Lam VK, Tran HT, Banks KC, Lanman RB, Rinsurongkawong W, Peled N, Lewis J, Lee JJ, Roth J, Roarty EB, Swisher S, Talasaz A, Futreal PA, Papadimitrakopoulou V, Heymach JV, Zhang J. Targeted Tissue and Cell-Free Tumor DNA Sequencing of Advanced Lung Squamous-Cell Carcinoma Reveals Clinically Significant Prevalence of Actionable Alterations. Clin Lung Cancer 2018; 20:30-36.e3. [PMID: 30279110 DOI: 10.1016/j.cllc.2018.08.020] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 08/09/2018] [Accepted: 08/29/2018] [Indexed: 12/19/2022]
Abstract
BACKGROUND Major guidelines do not recommend routine molecular profiling of lung squamous-cell carcinoma (LUSC) because the prevalence of actionable alterations is thought to be low. Increased utilization of next-generation sequencing (NGS), particularly with cell-free circulating tumor DNA, facilitates reevaluation of this premise. PATIENTS AND METHODS: We retrospectively evaluated the prevalence of actionable alterations in 2 distinct LUSC cohorts totaling 492 patients. A total of 410 consecutive patients with stage 3B or 4 LUSC were tested with a targeted cell-free circulating DNA NGS assay, and 82 patients with LUSC of any stage were tested with a tissue NGS cancer panel. RESULTS In the overall cohort, 467 patients (94.9%) had a diagnosis of LUSC, and 25 patients (5.1%) had mixed histology with a squamous component. A total of 10.5% of the LUSC subgroup had somatic alterations with therapeutic relevance, including in EGFR (2.8%), ALK/ROS1 (1.3%), BRAF (1.5%), and MET amplification or exon 14 skipping (5.1%). Sixteen percent of patients with mixed histology had an actionable alteration. In the LUSC subgroup, 3 evaluable patients were treated with targeted therapy for an actionable alteration; all of them experienced partial response. CONCLUSION In this large, real-world LUSC cohort, we observed a clinically significant prevalence of actionable alterations. Accurate local histopathologic assessment in advanced-stage LUSC can be challenging. Further evaluation of the genomic landscape in this setting is warranted to potentially identify underappreciated treatment options.
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Affiliation(s)
- Vincent K Lam
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Hai T Tran
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Nir Peled
- Davidoff Cancer Center, Rabin Medical Center and Tel Aviv University, Petach Tikva, Israel
| | - Jeff Lewis
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - J Jack Lee
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jack Roth
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Emily B Roarty
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - John V Heymach
- The University of Texas MD Anderson Cancer Center, Houston, TX.
| | - Jianjun Zhang
- The University of Texas MD Anderson Cancer Center, Houston, TX.
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25
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Odegaard JI, Vincent JJ, Mortimer S, Vowles JV, Ulrich BC, Banks KC, Fairclough SR, Zill OA, Sikora M, Mokhtari R, Abdueva D, Nagy RJ, Lee CE, Kiedrowski LA, Paweletz CP, Eltoukhy H, Lanman RB, Chudova DI, Talasaz A. Validation of a Plasma-Based Comprehensive Cancer Genotyping Assay Utilizing Orthogonal Tissue- and Plasma-Based Methodologies. Clin Cancer Res 2018; 24:3539-3549. [PMID: 29691297 DOI: 10.1158/1078-0432.ccr-17-3831] [Citation(s) in RCA: 276] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Revised: 03/15/2018] [Accepted: 04/20/2018] [Indexed: 11/16/2022]
Abstract
Purpose: To analytically and clinically validate a circulating cell-free tumor DNA sequencing test for comprehensive tumor genotyping and demonstrate its clinical feasibility.Experimental Design: Analytic validation was conducted according to established principles and guidelines. Blood-to-blood clinical validation comprised blinded external comparison with clinical droplet digital PCR across 222 consecutive biomarker-positive clinical samples. Blood-to-tissue clinical validation comprised comparison of digital sequencing calls to those documented in the medical record of 543 consecutive lung cancer patients. Clinical experience was reported from 10,593 consecutive clinical samples.Results: Digital sequencing technology enabled variant detection down to 0.02% to 0.04% allelic fraction/2.12 copies with ≤0.3%/2.24-2.76 copies 95% limits of detection while maintaining high specificity [prevalence-adjusted positive predictive values (PPV) >98%]. Clinical validation using orthogonal plasma- and tissue-based clinical genotyping across >750 patients demonstrated high accuracy and specificity [positive percent agreement (PPAs) and negative percent agreement (NPAs) >99% and PPVs 92%-100%]. Clinical use in 10,593 advanced adult solid tumor patients demonstrated high feasibility (>99.6% technical success rate) and clinical sensitivity (85.9%), with high potential actionability (16.7% with FDA-approved on-label treatment options; 72.0% with treatment or trial recommendations), particularly in non-small cell lung cancer, where 34.5% of patient samples comprised a directly targetable standard-of-care biomarker.Conclusions: High concordance with orthogonal clinical plasma- and tissue-based genotyping methods supports the clinical accuracy of digital sequencing across all four types of targetable genomic alterations. Digital sequencing's clinical applicability is further supported by high rates of technical success and biomarker target discovery. Clin Cancer Res; 24(15); 3539-49. ©2018 AACR.
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Affiliation(s)
| | | | | | | | | | | | | | - Oliver A Zill
- Guardant Health, Redwood City, California.,Genentech, South San Francisco, California
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26
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Chang EC, Zheng Z, Anurag M, Gao J, Cakar B, Du X, Li J, Lavere P, Lei JT, Singh P, Seker S, Song W, Peng J, Nguyen T, Chan D, Chen X, Banks KC, Lanman RB, Shafaee M, Hilsenbeck S, Foulds C, Ellis MJ. Abstract 1814: NF1 as an estrogen receptor-α co-repressor in breast cancer. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-1814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
NF1 has been best known as a GAP (GTPase Activating Protein) that inactivates Ras. However, we are now finding evidence that it also functions as an ER co-repressor, whose loss leads to endocrine therapy resistance. Sequencing tumor DNA from >600 ER+ breast cancers treated by tamoxifen adjuvant monotherapy, we found that frameshift (FS) and nonsense (NS) NF1 mutations, which can create an NF1-null state, strongly correlate with relapse risk (HR=2.6, submitted). Surprisingly, no recurrent missense NF1 mutations inactivating GAP activity were found in our cohort, and such mutations are rare in primary cancers in general. We thus posulated that complete loss of NF1 protein (e.g., caused by NS/FS mutations), but not GAP inactivation alone, is required to drive endocrine therapy resistance.
Here we demonstrate that NF1 loss (by gene silencing) in ER+ breast cancer cells greatly enhances ligand-dependent ER transcriptional activity in vitro and in vivo, causing estradiol (E2) hypersensitivity and tamoxifen agonism. Mechanistically we show that NF1 can bind directly to ER, an interaction enhanced by tamoxifen but not by E2. Binding is mediated by leucine/isoleucine-rich motifs in NF1, analogous to other ER co-repressors. Mutations in these motifs (some of which are targeted by somatic mutation in cancer) inhibit ER binding and transcriptional activity without impacting GAP activity; conversely, inactivating GAP activity does not impact ER binding and repression. To validate NF1 as an ER co-repressor, we examined proteomic data from >100 breast cancer patients in the CPTAC data base and found that proteins whose levels are positively correlated with NF1 are highly enriched with factors known to bind nuclear receptors; by contrast, levels of another GAP, p120, which lacks ER binding sites, are negatively correlated with these molecules. Importantly, preclinical treatment studies indicate that while NF1-deficient ER+ breast cancer should not be treated by tamoxifen or aromatase inhibitors, fulvestrant, which degrades ER, remains effective. However, fulvestrant monotherapy can activate the Ras-MAP pathway, which may promote cell survival and acquired fulvestrant resistance unless combined with dabrafinib and trametinib to inhibit Raf and MEK —a clinical trial for this combination is in development.
Our data suggest that NF1 is a dual negative regulator at the intersection of two potent oncogenic signaling pathways, Ras and ER. Combination therapy targeting both the ER and the Ras-Raf pathways should be investigated for NF1-deficient cancers driven by ER.
Citation Format: Eric C. Chang, zeyi Zheng, Meenakshi Anurag, Jin Gao, Burcu Cakar, Xinhui Du, Jing Li, Philip Lavere, Jonathan T. Lei, Purba Singh, Sinem Seker, Wei Song, Jianheng Peng, Tiffany Nguyen, Doug Chan, Xi Chen, Kimberly C. Banks, Richarad B. Lanman, Maryam Shafaee, Susan Hilsenbeck, Charles Foulds, Matthew J. Ellis. NF1 as an estrogen receptor-α co-repressor in breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1814.
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Affiliation(s)
| | - zeyi Zheng
- 1Baylor College of Medicine, Houston, TX
| | | | - Jin Gao
- 1Baylor College of Medicine, Houston, TX
| | | | - Xinhui Du
- 1Baylor College of Medicine, Houston, TX
| | - Jing Li
- 1Baylor College of Medicine, Houston, TX
| | | | | | | | | | - Wei Song
- 1Baylor College of Medicine, Houston, TX
| | | | | | - Doug Chan
- 1Baylor College of Medicine, Houston, TX
| | - Xi Chen
- 1Baylor College of Medicine, Houston, TX
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27
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Zill OA, Banks KC, Fairclough SR, Mortimer SA, Vowles JV, Mokhtari R, Gandara DR, Mack PC, Odegaard JI, Nagy RJ, Baca AM, Eltoukhy H, Chudova DI, Lanman RB, Talasaz A. The Landscape of Actionable Genomic Alterations in Cell-Free Circulating Tumor DNA from 21,807 Advanced Cancer Patients. Clin Cancer Res 2018; 24:3528-3538. [DOI: 10.1158/1078-0432.ccr-17-3837] [Citation(s) in RCA: 211] [Impact Index Per Article: 35.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Revised: 03/19/2018] [Accepted: 05/11/2018] [Indexed: 11/16/2022]
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28
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McCoach CE, Blakely CM, Banks KC, Levy B, Chue BM, Raymond VM, Le AT, Lee CE, Diaz J, Waqar SN, Purcell WT, Aisner DL, Davies KD, Lanman RB, Shaw AT, Doebele RC. Clinical Utility of Cell-Free DNA for the Detection of ALK Fusions and Genomic Mechanisms of ALK Inhibitor Resistance in Non-Small Cell Lung Cancer. Clin Cancer Res 2018; 24:2758-2770. [PMID: 29599410 DOI: 10.1158/1078-0432.ccr-17-2588] [Citation(s) in RCA: 120] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Revised: 01/06/2018] [Accepted: 03/20/2018] [Indexed: 01/01/2023]
Abstract
Purpose: Patients with advanced non-small cell lung cancer (NSCLC) whose tumors harbor anaplastic lymphoma kinase (ALK) gene fusions benefit from treatment with ALK inhibitors (ALKi). Analysis of cell-free circulating tumor DNA (cfDNA) may provide a noninvasive way to identify ALK fusions and actionable resistance mechanisms without an invasive biopsy.Patients and Methods: The Guardant360 (G360; Guardant Health) deidentified database of NSCLC cases was queried to identify 88 consecutive patients with 96 plasma-detected ALK fusions. G360 is a clinical cfDNA next-generation sequencing (NGS) test that detects point mutations, select copy number gains, fusions, insertions, and deletions in plasma.Results: Identified fusion partners included EML4 (85.4%), STRN (6%), and KCNQ, KLC1, KIF5B, PPM1B, and TGF (totaling 8.3%). Forty-two ALK-positive patients had no history of targeted therapy (cohort 1), with tissue ALK molecular testing attempted in 21 (5 negative, 5 positive, and 11 tissue insufficient). Follow-up of 3 of the 5 tissue-negative patients showed responses to ALKi. Thirty-one patients were tested at known or presumed ALKi progression (cohort 2); 16 samples (53%) contained 1 to 3 ALK resistance mutations. In 13 patients, clinical status was unknown (cohort 3), and no resistance mutations or bypass pathways were identified. In 6 patients with known EGFR-activating mutations, an ALK fusion was identified on progression (cohort 4; 4 STRN, 1 EML4; one both STRN and EML4); five harbored EGFR T790M.Conclusions: In this cohort of cfDNA-detected ALK fusions, we demonstrate that comprehensive cfDNA NGS provides a noninvasive means of detecting targetable alterations and characterizing resistance mechanisms on progression. Clin Cancer Res; 24(12); 2758-70. ©2018 AACR.
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Affiliation(s)
- Caroline E McCoach
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Collin M Blakely
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | | | - Benjamin Levy
- Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Ben M Chue
- Lifespring Cancer Treatment Center, Seattle, Washington
| | | | - Anh T Le
- University of Colorado Cancer Center, Aurora, Colorado
| | | | - Joseph Diaz
- Guardant Health Inc., Redwood City, California
| | - Saiama N Waqar
- Washington University School of Medicine, St. Louis, Missouri
| | | | - Dara L Aisner
- University of Colorado Cancer Center, Aurora, Colorado
| | | | | | - Alice T Shaw
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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29
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Ikeda S, Tsigelny IF, Skjevik ÅA, Kono Y, Mendler M, Kuo A, Sicklick JK, Heestand G, Banks KC, Talasaz A, Lanman RB, Lippman S, Kurzrock R. Next-Generation Sequencing of Circulating Tumor DNA Reveals Frequent Alterations in Advanced Hepatocellular Carcinoma. Oncologist 2018; 23:586-593. [PMID: 29487225 PMCID: PMC5947459 DOI: 10.1634/theoncologist.2017-0479] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 01/09/2018] [Indexed: 12/21/2022] Open
Abstract
This article reports unique aspects of the management of hepatocellular carcinoma. The study aimed to determine if next‐generation sequencing of blood‐derived circulating tumor DNA from patients with hepatocellular carcinoma could identify actionable somatic molecular alterations. Illustrative examples of treated patients and of in silico molecular dynamic simulation to reveal genomic variant function are included. Background. Because imaging has a high sensitivity to diagnose hepatocellular carcinoma (HCC) and tissue biopsies carry risks such as bleeding, the latter are often not performed in HCC. Blood‐derived circulating tumor DNA (ctDNA) analysis can identify somatic alterations, but its utility has not been characterized in HCC. Materials and Methods. We evaluated 14 patients with advanced HCC (digital ctDNA sequencing [68 genes]). Mutant relative to wild‐type allele fraction was calculated. Results. All patients (100%) had somatic alterations (median = 3 alterations/patient [range, 1–8]); median mutant allele fraction, 0.29% (range, 0.1%–37.77%). Mutations were identified in several genes: TP53 (57% of patients), CTNNB1 (29%), PTEN (7%), CDKN2A (7%), ARID1A (7%), and MET (7%); amplifications, in CDK6 (14%), EGFR (14%), MYC (14%), BRAF (7%), RAF1 (7%), FGFR1 (7%), CCNE1 (7%), PIK3CA (7%), and ERBB2/HER2 (7%). Eleven patients (79%) had ≥1 theoretically actionable alteration. No two patients had identical genomic portfolios, suggesting the need for customized treatment. A patient with a CDKN2A‐inactivating and a CTNNB1‐activating mutation received matched treatment: palbociclib (CDK4/6 inhibitor) and celecoxib (COX‐2/Wnt inhibitor); des‐gamma‐carboxy prothrombin level decreased by 84% at 2 months (1,410 to 242 ng/mL [normal: ≤7.4 ng/mL]; alpha fetoprotein [AFP] low at baseline). A patient with a PTEN‐inactivating and a MET‐activating mutation (an effect suggested by in silico molecular dynamic simulations) received sirolimus (mechanistic target of rapamycin inhibitor) and cabozantinib (MET inhibitor); AFP declined by 63% (8,320 to 3,045 ng/mL [normal: 0–15 ng/mL]). Conclusion. ctDNA derived from noninvasive blood tests can provide exploitable genomic profiles in patients with HCC. Implications for Practice. This study reports that blood‐derived circulating tumor DNA can provide therapeutically exploitable genomic profiles in hepatocellular cancer, a malignancy that is known to be difficult to biopsy.
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Affiliation(s)
- Sadakatsu Ikeda
- Center for Personalized Cancer Therapy, Division of Hematology/Oncology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
- Tokyo Medical and Dental University, Tokyo, Japan
| | - Igor F Tsigelny
- Center for Personalized Cancer Therapy, Division of Hematology/Oncology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
- San Diego Supercomputer Center, University of California San Diego, La Jolla, California, USA
- Department of Neuroscience, University of California San Diego, La Jolla, California, USA
- CureMatch Inc., San Diego, California, USA
| | - Åge A Skjevik
- San Diego Supercomputer Center, University of California San Diego, La Jolla, California, USA
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Yuko Kono
- Division of Gastroenterology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
| | - Michel Mendler
- Division of Gastroenterology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
| | - Alexander Kuo
- Division of Gastroenterology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
| | - Jason K Sicklick
- Division of Surgical Oncology, Department of Surgery, University of California San Diego Moores Cancer Center, La Jolla, California, USA
| | - Gregory Heestand
- Center for Personalized Cancer Therapy, Division of Hematology/Oncology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
| | | | | | | | - Scott Lippman
- Center for Personalized Cancer Therapy, Division of Hematology/Oncology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
| | - Razelle Kurzrock
- Center for Personalized Cancer Therapy, Division of Hematology/Oncology, Department of Medicine, University of California San Diego Moores Cancer Center, La Jolla, California, USA
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Raymond VM, Diaz J, Banks KC, Ahn E, Brufsky A, Ellis M, Lippman M, Lee C, Pluard T, Schreeder M, Schwab R, Lanman RB. Abstract P2-02-12: Cell free DNA analysis identifies actionable ERBB2 amplifications in patients with HER2 negative breast cancer. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p2-02-12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Identification of ERBB2 (HER2) overexpression in metastatic breast cancer informs utilization of HER2 targeted therapy. The NCCN recommends HER2 expression re-evaluation at the first disease recurrence in patients with negative or equivocal tissue status given results discrepancies due to inadequate tissue biopsy, tumoral heterogeneity, biopsy technique or fixation as well as discordance in ERBB2 (HER2) expression between primary and metastatic lesions. We examined the incidence of ERBB2 (HER2) negative to positive “flips” (e.g. to ERBB2-amplified in plasma) in a cohort of patients who underwent a blood-based cell-free DNA (cfDNA) assay at a CLIA-certified/CAP-accredited/NYSDOH-approved molecular diagnostic laboratory.
Laboratory database was queried for samples from patients with a breast cancer diagnosis. The query was filtered to ensure patients with multiple cfDNA timepoints were counted only once. Patients without a pathology report submitted at any cfDNA collection timepoint or the pathology report did not include ERBB2 (HER2) status, results were inconclusive or quantity not sufficient were excluded. Between March 2014 and April 2017, 1,853 unique patients were identified with reported ERBB2 (HER2) status. For patients with more than one cfDNA timepoint collected (N=349; 18.8%), the earliest pathology report was referenced. 1,386 patient tumor samples were negative for HER2 overexpression (74.8%), 325 (17.5%) were positive, and 142 (7.7%) were equivocal. Twenty-nine of the 1,386 patients with reported tumor negative HER2 status had amplification on subsequent cfDNA analysis (2.1%).
All 29 patients were female. Most patients (N=21) had a single cfDNA timepoint collected. Median age at cfDNA blood draw was 58 years (range 28–68). Median length of time between reported tissue negative status and cfDNA blood draw was 405 days (range 21–4,060). Median plasma ERBB2 copy number was 2.44 (greater than 50th-centile per laboratory data) (range 2.15–16.5).
Clinical follow-up was obtained for 19 patients (65%). Nine patients were lost to follow-up or succumbed to disease prior to initiation of a new therapeutic regimen. One patient was known HER2 positive prior to receipt of the cfDNA results. In the remaining nine patients, six initiated targeted HER2 therapy following receipt of the cfDNA results, with five of six (83%) demonstrating a clinical response. In one patient with known ER/PR positive, HER2 negative disease, progressing through multiple lines of therapy, addition of trastuzumab and pertuzumab to her paclitaxel regimen following identification of the cfDNA ERBB2 amplification resulted in a significant reduction in CEA levels (238 to 37.9 ng/mL) by week five. In a second patient, following identification of the cfDNA ERBB2 amplification, she was treated with trastuzumab and pertuzumab along with docetaxel and had a dramatic response. She continues on trastuzumab and pertuzumab alone.
Although a modest sample size, this is the second cfDNA series demonstrating that ERBB2 (HER2) status may flip from negative to positive upon recurrence or metastasis, and that targeting plasma-detected ERBB2 amplification with anti-HER2 has clinical benefit. cfDNA is a viable alternative to tissue rebiopsy in this patient population.
Citation Format: Raymond VM, Diaz J, Banks KC, Ahn E, Brufsky A, Ellis M, Lippman M, Lee C, Pluard T, Schreeder M, Schwab R, Lanman RB. Cell free DNA analysis identifies actionable ERBB2 amplifications in patients with HER2 negative breast cancer [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P2-02-12.
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Affiliation(s)
- VM Raymond
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - J Diaz
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - KC Banks
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - E Ahn
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - A Brufsky
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - M Ellis
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - M Lippman
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - C Lee
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - T Pluard
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - M Schreeder
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - R Schwab
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
| | - RB Lanman
- Guardant Health, Redwood City, CA; Cancer Treatment Centers of America, Zion, IL; University of Pittsburgh Medical Center, Pittsburgh, PA; Baylor College of Medicine, Houston, TX; Sylvester Comprehensive Cancer Center; University of Miami Miller School of Medicine, Miami, FL; St. Luke's Health System, Kansas City, MO; Clear View Cancer Center, Huntsville, AL; University of California, San Diego, San Diego, CA
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Strickler JH, Loree JM, Ahronian LG, Parikh AR, Niedzwiecki D, Pereira AAL, McKinney M, Korn WM, Atreya CE, Banks KC, Nagy RJ, Meric-Bernstam F, Lanman RB, Talasaz A, Tsigelny IF, Corcoran RB, Kopetz S. Genomic Landscape of Cell-Free DNA in Patients with Colorectal Cancer. Cancer Discov 2018; 8:164-173. [PMID: 29196463 PMCID: PMC5809260 DOI: 10.1158/2159-8290.cd-17-1009] [Citation(s) in RCA: 195] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 11/14/2017] [Accepted: 11/29/2017] [Indexed: 01/10/2023]
Abstract
"Liquid biopsy" approaches analyzing cell-free DNA (cfDNA) from the blood of patients with cancer are increasingly utilized in clinical practice. However, it is not yet known whether cfDNA sequencing from large cohorts of patients with cancer can detect genomic alterations at frequencies similar to those observed by direct tumor sequencing, and whether this approach can generate novel insights. Here, we report next-generation sequencing data from cfDNA of 1,397 patients with colorectal cancer. Overall, frequencies of genomic alterations detected in cfDNA were comparable to those observed in three independent tissue-based colorectal cancer sequencing compendia. Our analysis also identified a novel cluster of extracellular domain (ECD) mutations in EGFR, mediating resistance by blocking binding of anti-EGFR antibodies. Patients with EGFR ECD mutations displayed striking tumor heterogeneity, with 91% harboring multiple distinct resistance alterations (range, 1-13; median, 4). These results suggest that cfDNA profiling can effectively define the genomic landscape of cancer and yield important biological insights.Significance: This study provides one of the first examples of how large-scale genomic profiling of cfDNA from patients with colorectal cancer can detect genomic alterations at frequencies comparable to those observed by direct tumor sequencing. Sequencing of cfDNA also generated insights into tumor heterogeneity and therapeutic resistance and identified novel EGFR ectodomain mutations. Cancer Discov; 8(2); 164-73. ©2017 AACR.This article is highlighted in the In This Issue feature, p. 127.
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Affiliation(s)
| | - Jonathan M Loree
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Leanne G Ahronian
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Aparna R Parikh
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | | | | | | | - W Michael Korn
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
- Caris Life Sciences, Phoenix, Arizona
| | - Chloe E Atreya
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
| | | | | | | | | | | | - Igor F Tsigelny
- University of California, San Diego, San Diego, California
- CureMatch Inc., San Diego, California
| | - Ryan B Corcoran
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts.
| | - Scott Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Porter A, Daniels GA, Patel SP, Sacco A, Banks KC, Cohen EEW. Abstract 13: Next generation sequencing of cell free circulating tumor DNA in blood samples of recurrent and metastatic head and neck cancer patients. Clin Cancer Res 2017. [DOI: 10.1158/1557-3265.aacrahns17-13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Head and neck squamous cell carcinoma (HNSCC) is an increasingly prevalent disease but effective targeted therapy is lacking. The use of next generation sequencing (NGS) in the identification of novel targets has been suggested as a way to potentially expand therapeutic options and thereby improve outcomes.
Methods: Data were collected on patients with recurrent and metastatic (R/M) head and neck cancers who underwent molecular profiling of blood samples utilizing Guardant360, a 70-gene circulating tumor DNA (ctDNA) NGS platform. CtDNA sequencing data was compared to tumor NGS data, when available. Best response to therapy was assessed using RECIST measures.
Results: 60 HNSCC patients were evaluated from February 2015 to June 2016. The most common tumor type and histology was oropharyngeal squamous cell carcinoma (n=21), which was commonly human papillomavirus (HPV) positive (n=15). Other cancer types included salivary gland and thyroid cancers. The most common mutations identified by ctDNA analysis were TP53 (98%), PIK3CA (43%), NOTCH1 (38%), and ARID1A (36%). These findings were consistent with results from tumor sequencing data (n=29) where TP53 (48%) and PIK3CA (24%) were also reported with the highest frequency. Importantly, 73% (n=22) of patients had alterations identified in ctDNA that were not present in tumor specimens. Actionable mutations were identified in 66% of HNSCC and in 50% salivary gland cancer patients. Of patients with actionable mutations, 10% (n=6) received matched targeted therapy (MTT): 3 (50%) had stable disease (SD), 1 had progressive disease (PD), and 2 were not evaluated. Of those who did not receive targeted therapy (n=23), 1 (4.3%) patient had a complete response treated with immunotherapy, 11 (47%) had SD, and 11 (47%) had PD.
Conclusions: Analysis of ctDNA may play a role in management decisions in R/M HNSCC. The majority of patients had unique mutations identified on ctDNA. The utility of ctDNA NGS and its role in patient management should be explored in future studies.
Citation Format: Ashleigh Porter, Gregory A. Daniels, Sandip Pravin Patel, Assuntina Sacco, Kimberly C. Banks, Ezra E. W. Cohen. Next generation sequencing of cell free circulating tumor DNA in blood samples of recurrent and metastatic head and neck cancer patients [abstract]. In: Proceedings of the AACR-AHNS Head and Neck Cancer Conference: Optimizing Survival and Quality of Life through Basic, Clinical, and Translational Research; April 23-25, 2017; San Diego, CA. Philadelphia (PA): AACR; Clin Cancer Res 2017;23(23_Suppl):Abstract nr 13.
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Blakely CM, Watkins TB, Wu W, Gini B, Chabon JJ, McCoach CE, McGranahan N, Wilson GA, Birkbak NJ, Olivas VR, Rotow J, Maynard A, Wang V, Gubens MA, Banks KC, Lanman RB, Caulin AF, John JS, Cordero AR, Giannikopoulos P, Simmons AD, Mack PC, Gandara DR, Husain H, Doebele RC, Riess JW, Diehn M, Swanton C, Bivona TG. Evolution and clinical impact of co-occurring genetic alterations in advanced-stage EGFR-mutant lung cancers. Nat Genet 2017; 49:1693-1704. [PMID: 29106415 PMCID: PMC5709185 DOI: 10.1038/ng.3990] [Citation(s) in RCA: 372] [Impact Index Per Article: 53.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Accepted: 10/12/2017] [Indexed: 12/12/2022]
Abstract
A widespread approach to modern cancer therapy is to identify a single oncogenic driver gene and target its mutant-protein product (for example, EGFR-inhibitor treatment in EGFR-mutant lung cancers). However, genetically driven resistance to targeted therapy limits patient survival. Through genomic analysis of 1,122 EGFR-mutant lung cancer cell-free DNA samples and whole-exome analysis of seven longitudinally collected tumor samples from a patient with EGFR-mutant lung cancer, we identified critical co-occurring oncogenic events present in most advanced-stage EGFR-mutant lung cancers. We defined new pathways limiting EGFR-inhibitor response, including WNT/β-catenin alterations and cell-cycle-gene (CDK4 and CDK6) mutations. Tumor genomic complexity increases with EGFR-inhibitor treatment, and co-occurring alterations in CTNNB1 and PIK3CA exhibit nonredundant functions that cooperatively promote tumor metastasis or limit EGFR-inhibitor response. This study calls for revisiting the prevailing single-gene driver-oncogene view and links clinical outcomes to co-occurring genetic alterations in patients with advanced-stage EGFR-mutant lung cancer.
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Affiliation(s)
- Collin M. Blakely
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Thomas B.K. Watkins
- The Francis Crick Institute, London WC2A 3LY, UK. Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London WC1E 6BT, UK
| | - Wei Wu
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Beatrice Gini
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Jacob J. Chabon
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Caroline E. McCoach
- Division of Medical Oncology, Department of Medicine, University of Colorado, Denver, Aurora, CO, USA
| | - Nicholas McGranahan
- The Francis Crick Institute, London WC2A 3LY, UK. Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London WC1E 6BT, UK
| | - Gareth A. Wilson
- The Francis Crick Institute, London WC2A 3LY, UK. Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London WC1E 6BT, UK
| | - Nicolai J. Birkbak
- The Francis Crick Institute, London WC2A 3LY, UK. Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London WC1E 6BT, UK
| | - Victor R. Olivas
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Julia Rotow
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Ashley Maynard
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Victoria Wang
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Matthew A. Gubens
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | | | | | | | | | | | | | | | - Philip C. Mack
- University of California Davis Cancer Center, Sacramento, CA, USA
| | - David R. Gandara
- University of California Davis Cancer Center, Sacramento, CA, USA
| | | | - Robert C. Doebele
- Division of Medical Oncology, Department of Medicine, University of Colorado, Denver, Aurora, CO, USA
| | | | - Maximilian Diehn
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Charles Swanton
- The Francis Crick Institute, London WC2A 3LY, UK. Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London WC1E 6BT, UK
| | - Trever G. Bivona
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
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Pal SK, Sonpavde G, Agarwal N, Vogelzang NJ, Srinivas S, Haas NB, Signoretti S, McGregor BA, Jones J, Lanman RB, Banks KC, Choueiri TK. Evolution of Circulating Tumor DNA Profile from First-line to Subsequent Therapy in Metastatic Renal Cell Carcinoma. Eur Urol 2017; 72:557-564. [DOI: 10.1016/j.eururo.2017.03.046] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2017] [Accepted: 03/29/2017] [Indexed: 10/19/2022]
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35
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Dizman N, Bergerot P, Bergerot C, Lanman RB, Raymond VM, Banks KC, Jones J, Pal SK. Exceptional Response to Nivolumab Rechallenge in Metastatic Renal Cell Carcinoma with Parallel Changes in Genomic Profile. Eur Urol 2017; 73:308-310. [PMID: 28844598 DOI: 10.1016/j.eururo.2017.08.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 08/02/2017] [Indexed: 01/25/2023]
Affiliation(s)
- Nazli Dizman
- Department of Medical Oncology & Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Paulo Bergerot
- Department of Medical Oncology & Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Cristiane Bergerot
- Department of Medical Oncology & Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | | | | | | | - Jeremy Jones
- Department of Medical Oncology & Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Sumanta K Pal
- Department of Medical Oncology & Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, USA.
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Schwaederle M, Chattopadhyay R, Kato S, Fanta PT, Banks KC, Choi IS, Piccioni DE, Ikeda S, Talasaz A, Lanman RB, Bazhenova L, Kurzrock R. Genomic Alterations in Circulating Tumor DNA from Diverse Cancer Patients Identified by Next-Generation Sequencing. Cancer Res 2017; 77:5419-5427. [PMID: 28807936 DOI: 10.1158/0008-5472.can-17-0885] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Revised: 06/23/2017] [Accepted: 08/01/2017] [Indexed: 01/06/2023]
Abstract
Noninvasive genomic profiling of tumors may be possible with next-generation sequencing (NGS) of blood-derived circulating tumor DNA (ctDNA), but proof of concept in a large cohort of patients with diverse cancers has yet to be reported. Here we report the results of an analysis of plasma-derived ctDNA from 670 patients with diverse cancers. The tumors represented in the patient cohort were mainly gastrointestinal (31.8%), brain (22.7%), or lung (20.7%). ctDNA obtained from most patients [N = 423 (63%)] displayed at least one alteration. The most frequent alterations seen, as characterized mutations or variants of unknown significance, occurred in TP53 (32.5% of patients), EGFR (13%), KRAS (12.5%), and PIK3CA (9.1%); for characterized alterations, 30.7% (TP53), 7.6% (EGFR), 12.2% (KRAS), and 7.7% (PIK3CA). We found that 32% of brain tumors had at least one ctDNA alteration. Head and neck tumors were independently associated with a higher number of alterations in a multivariable analysis (P = 0.019). Notably, 320/670 (48%) of patients displayed potentially actionable alterations, with 241 patients possible candidates for on-label or off-label treatment with an FDA-approved drug. Several illustrations of the clinical utility of the information obtained for improving treatment of specific patients is provided. Our findings demonstrate the feasibility and impact of genomic profiling of tumors by ctDNA NGS, greatly encouraging broader investigations of the application of this technology for precision medicine in cancer management. Cancer Res; 77(19); 5419-27. ©2017 AACR.
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Affiliation(s)
- Maria Schwaederle
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Ranajoy Chattopadhyay
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California.
| | - Shumei Kato
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Paul T Fanta
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | | | - In Sil Choi
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - David E Piccioni
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Sadakatsu Ikeda
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | | | | | - Lyudmila Bazhenova
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Razelle Kurzrock
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
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Banks KC, Odegaard JI, Lanman RB. Questions Regarding "CD74-ROS1 Fusion in NSCLC Detected by Hybrid Capture-Based Tissue Genomic Profiling and ctDNA Assays". J Thorac Oncol 2017; 12:e127-e128. [PMID: 28748824 DOI: 10.1016/j.jtho.2017.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 04/12/2017] [Indexed: 11/19/2022]
Affiliation(s)
- Kimberly C Banks
- Medical Affairs, Guardant Health, Inc., Redwood City, California
| | | | - Richard B Lanman
- Medical Affairs, Guardant Health, Inc., Redwood City, California.
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Maia MC, Bergerot PG, Dizman N, Hsu J, Jones J, Lanman RB, Banks KC, Pal SK. Association of Circulating Tumor DNA (ctDNA) Detection in Metastatic Renal Cell Carcinoma (mRCC) with Tumor Burden. Kidney Cancer 2017; 1:65-70. [PMID: 30334006 PMCID: PMC6179113 DOI: 10.3233/kca-170007] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background: In a series of 224 patients with advanced renal cell carcinoma (RCC), we have previously reported circulating tumor DNA (ctDNA) detection in 79% of patients. Clinical factors associated with detection are unknown. Methods: Data was obtained from patients with radiographically confirmed stage IV RCC who received ctDNA profiling as a part of routine clinical care using a CLIA-certified platform evaluating 73 genes. Detailed clinical annotation was performed, including assessment of International Metastatic Renal Cell Carcinoma Database Consortium (IMDC) risk score, previous and current treatments and calculation of tumor burden using scan data most proximal to ctDNA assessment. Tumor burden was equated to the sum of longest diameter (SLD) of all measurable lesions. Results: Thirty-four patients were assessed (18 male and 16 female) with a median age of 62 (range, 34-84). Twenty-six patients, 4 patients and 4 patients had clear cell, sarcomatoid and papillary histologies, respectively. IMDC risk was good, intermediate and poor in 14, 19 and 1 patient, respectively. ctDNA was detected in 18 patients (53%) with a median of 2 genomic alterations (GAs) per patient. No associations were found between IMDC risk, histology or treatment type and presence/absence of ctDNA. However, patients with detectable ctDNA had a higher SLD compared to patients with no detectable ctDNA (8.81 vs 4.49 cm; P = 0.04). Furthermore, when evaluated as a continuous variable, number of GAs was correlated with SLD (P = 0.01). Conclusions: With the caveat of a limited sample size, it appears that SLD (a surrogate for tumor burden) is higher in mRCC patients with detectable ctDNA. Confirmation of these findings in larger series is ongoing and may suggest a capability for ctDNA to either complement or supplant radiographic assessment.
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Affiliation(s)
| | | | - Nazli Dizman
- Istanbul Medeniyet University Hospital, Istanbul, Turkey
| | - JoAnn Hsu
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Jeremy Jones
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | | | | | - Sumanta K Pal
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
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Ma CX, Bose R, Gao F, Freedman RA, Telli ML, Kimmick G, Winer E, Naughton M, Goetz MP, Russell C, Tripathy D, Cobleigh M, Forero A, Pluard TJ, Anders C, Niravath PA, Thomas S, Anderson J, Bumb C, Banks KC, Lanman RB, Bryce R, Lalani AS, Pfeifer J, Hayes DF, Pegram M, Blackwell K, Bedard PL, Al-Kateb H, Ellis MJC. Neratinib Efficacy and Circulating Tumor DNA Detection of HER2 Mutations in HER2 Nonamplified Metastatic Breast Cancer. Clin Cancer Res 2017; 23:5687-5695. [PMID: 28679771 DOI: 10.1158/1078-0432.ccr-17-0900] [Citation(s) in RCA: 133] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 05/23/2017] [Accepted: 06/28/2017] [Indexed: 01/11/2023]
Abstract
Purpose: Based on promising preclinical data, we conducted a single-arm phase II trial to assess the clinical benefit rate (CBR) of neratinib, defined as complete/partial response (CR/PR) or stable disease (SD) ≥24 weeks, in HER2mut nonamplified metastatic breast cancer (MBC). Secondary endpoints included progression-free survival (PFS), toxicity, and circulating tumor DNA (ctDNA) HER2mut detection.Experimental Design: Tumor tissue positive for HER2mut was required for eligibility. Neratinib was administered 240 mg daily with prophylactic loperamide. ctDNA sequencing was performed retrospectively for 54 patients (14 positive and 40 negative for tumor HER2mut).Results: Nine of 381 tumors (2.4%) sequenced centrally harbored HER2mut (lobular 7.8% vs. ductal 1.6%; P = 0.026). Thirteen additional HER2mut cases were identified locally. Twenty-one of these 22 HER2mut cases were estrogen receptor positive. Sixteen patients [median age 58 (31-74) years and three (2-10) prior metastatic regimens] received neratinib. The CBR was 31% [90% confidence interval (CI), 13%-55%], including one CR, one PR, and three SD ≥24 weeks. Median PFS was 16 (90% CI, 8-31) weeks. Diarrhea (grade 2, 44%; grade 3, 25%) was the most common adverse event. Baseline ctDNA sequencing identified the same HER2mut in 11 of 14 tumor-positive cases (sensitivity, 79%; 90% CI, 53%-94%) and correctly assigned 32 of 32 informative negative cases (specificity, 100%; 90% CI, 91%-100%). In addition, ctDNA HER2mut variant allele frequency decreased in nine of 11 paired samples at week 4, followed by an increase upon progression.Conclusions: Neratinib is active in HER2mut, nonamplified MBC. ctDNA sequencing offers a noninvasive strategy to identify patients with HER2mut cancers for clinical trial participation. Clin Cancer Res; 23(19); 5687-95. ©2017 AACR.
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Affiliation(s)
- Cynthia X Ma
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri.
| | - Ron Bose
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri.
| | - Feng Gao
- Division of Public Health Science, Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Rachel A Freedman
- Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Melinda L Telli
- Department of Medicine, Stanford University School of Medicine, Stanford, California
| | - Gretchen Kimmick
- Department of Medicine, Duke Cancer Institute, Durham, North Carolina
| | - Eric Winer
- Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Michael Naughton
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | | | - Christy Russell
- Medical Oncology, University of Southern California, Los Angeles, California
| | - Debu Tripathy
- Medical Oncology, University of Southern California, Los Angeles, California
| | - Melody Cobleigh
- Medical Oncology, Rush University Medical Center, Chicago, Illinois
| | - Andres Forero
- Department of Medicine, University of Alabama Birmingham, Birmingham, Alabama
| | - Timothy J Pluard
- Department of Oncology-Hematology, St. Luke's Cancer Institute, Kansas City, Missouri
| | - Carey Anders
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Polly Ann Niravath
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
| | - Shana Thomas
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Jill Anderson
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Caroline Bumb
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | | | | | | | | | - John Pfeifer
- Genomic and Pathology Service, Washington University School of Medicine, St. Louis, Missouri
| | - Daniel F Hayes
- Department of Hematology and Oncology, University of Michigan, Ann Arbor, Michigan
| | - Mark Pegram
- Department of Medicine, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California
| | | | - Philippe L Bedard
- Medical Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Hussam Al-Kateb
- Genomic and Pathology Service, Washington University School of Medicine, St. Louis, Missouri
| | - Matthew J C Ellis
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas.
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Kim ST, Banks KC, Lee SH, Kim K, Park JO, Park SH, Park YS, Lim HY, Kang WK, Lanman RB, Talasaz A, Park K, Lee J. Prospective Feasibility Study for Using Cell-Free Circulating Tumor DNA-Guided Therapy in Refractory Metastatic Solid Cancers: An Interim Analysis. JCO Precis Oncol 2017; 1:1600059. [PMID: 32913970 PMCID: PMC7446388 DOI: 10.1200/po.16.00059] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Purpose Retrospective studies have demonstrated that cell-free circulating tumor DNA (ctDNA) hotspot testing predicts matched therapy response to first- and second-line therapies in patients with advanced non–small-cell lung cancer (NSCLC). However, no prospective outcomes studies have evaluated ctDNA-guided matched therapy decision making on the basis of comprehensive plasma genomic testing including all four major classes of alterations. Here, we report the clinical utility of this approach in advanced solid tumor cancers. Patients and Methods We conducted a multiple parallel cohort, open-label, clinical trial using ctDNA-guided matched therapy when tissue was insufficient or unobtainable for next-generation sequencing. Plasma-based digital sequencing identified point mutations in 70 genes and indels, fusions, and copy number amplifications in selected genes. Patients with prespecified targetable alterations in metastatic NSCLC, gastric cancer (GC), and other cancers were matched to several independent targeted agent trials at a tertiary academic center. Results Somatic alterations were detected in 59 patients with GC (78%), and 25 patients (33%) had targetable alterations (ERBB2, n = 11; MET, n = 5; FGFR2, n = 3; PIK3CA, n = 6). In NSCLC, 62 patients (85%) had somatic alterations, and 34 (47%) had targetable alterations (EGFR, n = 29; ALK, n = 2; RET, n = 1; ERBB2, n = 2). After confirmation of ctDNA findings on tissue (to meet trial eligibility criteria), 10 patients with GC and 17 patients with NSCLC received molecularly matched therapy. Response rate and disease control rate were 67% and 100%, respectively, in GC and 87% and 100%, respectively, in NSCLC. Response was independent of targeted alteration variant allele fraction in NSCLC (P = .63). Conclusion To our knowledge, this is the first prospective feasibility study of comprehensive ctDNA-guided treatment in advanced GC and lung cancers. Response rates in this interim analysis are similar to those in tissue-based targeted therapy studies.
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Affiliation(s)
- Seung Tae Kim
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Kimberly C Banks
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Se-Hoon Lee
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Kyung Kim
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Joon Oh Park
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Se Hoon Park
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Young Suk Park
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Ho Yeong Lim
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Won Ki Kang
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Richard B Lanman
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - AmirAli Talasaz
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Keunchil Park
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
| | - Jeeyun Lee
- , , , , , , , , , and , Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; and , , and , Guardant Health, Redwood City, CA
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Kato S, Krishnamurthy N, Banks KC, De P, Williams K, Williams C, Leyland-Jones B, Lippman SM, Lanman RB, Kurzrock R. Utility of Genomic Analysis In Circulating Tumor DNA from Patients with Carcinoma of Unknown Primary. Cancer Res 2017. [PMID: 28642281 DOI: 10.1158/0008-5472.can-17-0628] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Carcinoma of unknown primary (CUP) is a rare and difficult-to-treat malignancy, the management of which might be improved by the identification of actionable driver mutations. We interrogated 54 to 70 genes in 442 patients with CUP using targeted clinical-grade, next-generation sequencing of circulating tumor DNA (ctDNA). Overall, 80% of patients exhibited ctDNA alterations; 66% (290/442) ≥1 characterized alteration(s), excluding variants of unknown significance. TP53-associated genes were most commonly altered [37.8% (167/442)], followed by genes involved in the MAPK pathway [31.2% (138/442)], PI3K signaling [18.1% (80/442)], and the cell-cycle machinery [10.4% (46/442)]. Among 290 patients harboring characterized alterations, distinct genomic profiles were observed in 87.9% (255/290) of CUP cases, with 99.7% (289/290) exhibiting potentially targetable alterations. An illustrative patient with dynamic changes in ctDNA content during therapy and a responder given a checkpoint inhibitor-based regimen because of a mismatch repair gene anomaly are presented. Our results demonstrate that ctDNA evaluation is feasible in CUP and that most patients harbor a unique somatic profile with pharmacologically actionable alterations, justifying the inclusion of noninvasive liquid biopsies in next-generation clinical trials. Cancer Res; 77(16); 4238-46. ©2017 AACR.
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Affiliation(s)
- Shumei Kato
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California.
| | - Nithya Krishnamurthy
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
| | | | - Pradip De
- Avera Cancer Institute, Sioux Falls, South Dakota
| | | | | | | | - Scott M Lippman
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
| | | | - Razelle Kurzrock
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
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Schwaederlé MC, Patel SP, Husain H, Ikeda M, Lanman RB, Banks KC, Talasaz A, Bazhenova L, Kurzrock R. Utility of Genomic Assessment of Blood-Derived Circulating Tumor DNA (ctDNA) in Patients with Advanced Lung Adenocarcinoma. Clin Cancer Res 2017; 23:5101-5111. [PMID: 28539465 DOI: 10.1158/1078-0432.ccr-16-2497] [Citation(s) in RCA: 112] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 01/07/2017] [Accepted: 05/18/2017] [Indexed: 12/11/2022]
Abstract
Purpose: Genomic alterations in blood-derived circulating tumor DNA (ctDNA) from patients with non-small cell lung adenocarcinoma (NSCLC) were ascertained and correlated with clinical characteristics and therapeutic outcomes.Experimental Design: Comprehensive plasma ctDNA testing was performed in 88 consecutive patients; 34 also had tissue next-generation sequencing; 29, other forms of genotyping; and 25 (28.4%) had no tissue molecular tests because of inadequate tissue or biopsy contraindications.Results: Seventy-two patients (82%) had ≥1 ctDNA alteration(s); among these, 75% carried alteration(s) potentially actionable by FDA-approved (61.1%) or experimental drug(s) in clinical trials (additional 13.9%). The most frequent alterations were in the TP53 (44.3% of patients), EGFR (27.3%), MET (14.8%), KRAS (13.6%), and ALK (6.8%) genes. The concordance rate for EGFR alterations was 80.8% (100% vs. 61.5%; ≤1 vs. >1 month between ctDNA and tissue tests; P = 0.04) for patients with any detectable ctDNA alterations. Twenty-five patients (28.4%) received therapy matching ≥1 ctDNA alteration(s); 72.3% (N = 16/22) of the evaluable matched patients achieved stable disease ≥6 months (SD) or partial response (PR). Five patients with ctDNA-detected EGFR T790M were subsequently treated with a third generation EGFR inhibitor; all five achieved SD ≥ 6 months/PR. Patients with ≥1 alteration with ≥5% variant allele fraction (vs. < 5%) had a significantly shorter median survival (P = 0.012).Conclusions: ctDNA analysis detected alterations in the majority of patients, with potentially targetable aberrations found at expected frequencies. Therapy matched to ctDNA alterations demonstrated appreciable therapeutic efficacy, suggesting clinical utility that warrants future prospective studies. Clin Cancer Res; 23(17); 5101-11. ©2017 AACR.
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Affiliation(s)
- Maria C Schwaederlé
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California.
| | - Sandip P Patel
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Hatim Husain
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Megumi Ikeda
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Richard B Lanman
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, California
| | - Kimberly C Banks
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, California
| | - AmirAli Talasaz
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, California
| | - Lyudmila Bazhenova
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
| | - Razelle Kurzrock
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, UCSD Moores Cancer Center, La Jolla, California
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Strickler JH, Banks KC, Nagy RJ, Lanman RB, Talasaz A, Corcoran RB, Kopetz S. Blood-based genomic profiling of circulating cell-free tumor DNA (ctDNA) in 1397 patients (pts) with colorectal cancer (CRC). J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.4_suppl.584] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
584 Background: ctDNA is shed into the bloodstream by tumor cells throughout the body, offering a non-invasive means of genomic testing, and a way to detect heterogeneous, subclonal genomic alterations present in distinct tumor lesions within an individual pt. However, a broad comparison of mutation prevalence in CRC ctDNA versus CRC tumor tissue has not yet been performed. Methods: ctDNA from 1397 CRC pts was analyzed using a CLIA-certified digital sequencing assay (Guardant360, Guardant Health) capable of detecting single nucleotide variants (SNV) in up to 70 genes, as well as selected insertions/deletions, amplifications, and fusions. Subclonal mutations were defined as mutations with mutant allele fractions (MAF) ≤ 50% of the greatest somatic MAF in the sample. Frequencies of mutations detected were compared to two large tissue-based sequencing databases (TCGA and NHS/HPS). Results: 1500/1772 (85%) tests had at least one genomic alteration (1397 unique pts). The most common SNV mutations included TP53 (62%), APC (47%), KRAS (39%), PIK3CA (17%), EGFR (11%), SMAD4 (11%), and BRAF (11%); these frequencies were comparable to rates in TCGA and NHS/HPS. In contrast, EGFR extracellular domain (ECD) mutations (42 pts) and JAK2 V617F mutations (16 pts) detected in ctDNA were not seen in tissue sequencing, reflecting acquired resistance to EGFR antibodies and clonal hematopoiesis of indeterminate clinical potential, respectively. 88% of pts with ECD mutations had at least one additional non-ECD resistance alteration detected in ctDNA (range 1-9, median 2.6), including KRAS, NRAS, BRAF, MAP2K1, MET and ERBB2. EGFR mutations were most likely to be detected as subclonal (86%), while mutations most likely to be clonal included KRAS (71%), TP53 (65%), BRAF (65%), and APC(63%). In 84 pts with serial monitoring, 87% had either gain (61%) or loss (63%) of clones over time. Conclusions: Blood-based genomic profiling can effectively detect common genomic alterations in CRC at comparable frequencies as observed in tissue and provide novel insights into tumor clonality and clonal dynamics. Clinical trials to target EGFR ECD mutations may be limited by the multiplicity of resistance mechanisms in each pt.
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Affiliation(s)
| | | | | | | | | | | | - Scott Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, TX
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Catenacci DV, Nagy RJ, Braiteh FS, Kim S, Kwak EL, Maron SB, Banks KC, Lanman RB, Talasaz A, Lee J. Cell free circulating tumor DNA (ctDNA) landscape in patients with advanced gastroesophageal adenocarcinoma (GEC). J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.4_suppl.47] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
47 Background: Esophageal (EC), gastroesophageal junction (GEJ) and gastric cancer (GC), together GEC, have a poor prognosis with few targeted therapeutic options. As genomic profiling is becoming increasingly useful, we queried whether comprehensive genomic profiling of ctDNA would reveal relevant genomic alterations leading to targeted therapies. Methods: Patients (pts) with advanced GEC undergoing next-generation sequencing (NGS) of ctDNA in a CLIA certified lab were identified. ctDNA was analyzed using Guardant360, a digital NGS assay to identify single nucleotide variants, indels, amplifications and fusions in 54-70 genes. Results: 546 pts with GEC had ctDNA testing and 54 pts (10%) had more than one ctDNA test (range 2-6). Pts were similar across the 3 groups, with the exception of an increased male:female ratio (5:1) in the GEJ and EC cohorts. Mean age was 61.5 yrs (range 24-91). ctDNA alterations were detectable in 455 pts (83.3%). Recurrent alterations and therapeutic options for each cohort are shown in Table 1. Serial monitoring of ctDNA correlated with tumor markers, imaging and clinical response. Multiple antitumor responses to targeted therapy will be presented. Conclusions: ctDNA was detected in 83.3% of pts with advanced GEC with a frequency similar to TCGA. The diverse genomic landscape of GEC, obtained noninvasively, along with matched therapies have potential to improve outcomes for this aggressive disease. [Table: see text]
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Affiliation(s)
| | | | - Fadi S. Braiteh
- The US Oncology Network/McKesson Specialty Health, The Woodlands, TX
| | - Seung Kim
- Sungkyunkwan University School of Medicine, Samsung Medical Center, Seoul, South Korea
| | - Eunice Lee Kwak
- Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | | | | | | | - Jeeyun Lee
- Samsung Medical Center, Seoul, Republic of Korea
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Mack PC, Banks KC, Zill OA, Mortimer SA, Chudova DI, Odegaard J, Lee CE, Nagy RJ, Eltoukhy H, Talasaz A, Lanman R, Gandara DR. O.02: Plasma Next Generation Sequencing of Over 5,000 Advanced Non-Small Cell Lung Cancer Patients With Clinical Correlations. J Thorac Oncol 2016. [DOI: 10.1016/j.jtho.2016.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Zill OA, Banks KC, Jackson C, Mortimer S, Baca A, Nagy B, Lanman RB, Eltoukhy H, Talasaz. A. Abstract 4343: Comparison of over 10,000 clinical NGS circulating tumor DNA profiles to tissue-derived genomic compendia. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-4343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Analysis of cell-free circulating tumor DNA (ctDNA) enables non-invasive and serially repeatable genomic profiling of advanced cancer patients, providing options when tissue biopsy is contra-indicated or of insufficient quantity (20-25% of solid tumor patients). Liquid biopsy studies to-date have been limited to modest-sized cohorts and case studies. Here we present genomic profiling results from liquid biopsies of >10,000 advanced cancer patients in whom Guardant360TM (G360) was ordered for clinical care.
G360 provides deep-coverage (15,000x average) and highly accurate sequencing of ctDNA across a 70-gene target-capture panel. It detects single nucleotide variants, indels, gene amplifications, and fusions across all NCCN-recommended solid tumor genomic alterations with analytic specificity >99.9999% and analytic sensitivity <0.1% mutant allele frequency. Consecutive commercial test results (6/2014-11/2015) were analyzed for yield and patterns of genomic alterations by tumor type. ctDNA mutation patterns and frequencies were compared to published tumor tissue sequencing results (TCGA, ICGC).
Of the >10,000 patients (>50 solid cancer types), 80% of patients had at least one somatic alteration detected in ctDNA (median = 3; mean = 4.3 alterations). The most common cancers were lung (32%), gastrointestinal (23%), and breast (14%). Mutational spectra across the 70 analyzed genes were similar to TCGA results with the notable exception of increased prevalence of resistance mutations in the liquid biopsy cohort, likely owing to ongoing/prior therapy. Canonical drivers in NSCLC patients were generally mutually exclusive, although activating EGFR or RAS mutations were observed in 12.5% of patients with fusions (5/40). Colorectal cancers showed both mutual exclusivity among KRAS, NRAS, and BRAF drivers, and convergent evolution toward downstream pathway activation under anti-EGFR therapy, with some samples showing multiple resistance mechanisms. Mutation patterns for the most frequently mutated genes were generally well correlated between ctDNA and published tissue data, including for commonly altered tumor suppressor genes (for TP53: Pearson r = 0.94, Spearman ρ = 0.80).
G360 is ordered prior to initial treatment when biopsy tissue is exhausted, unobtainable or under-genotyped, but more often is ordered upon progression to identify evolving resistance mechanisms that may be targetable. Thus, relative frequencies of genomic alterations were expected to differ from published frequencies established in unselected, early-stage, treatment-naïve cohorts. Nonetheless, the specific patterns of alterations in ctDNA from this unprecedented liquid biopsy cohort largely recapitulated patterns observed in published tissue sequencing studies. Moreover, ctDNA sequencing clearly and robustly identified convergent evolution of drug resistance occurring under therapy.
Citation Format: Oliver A. Zill, Kimberly C. Banks, Coyt Jackson, Stefanie Mortimer, Arthur Baca, Becky Nagy, Richard B. Lanman, Helmy Eltoukhy, AmirAli Talasaz. Comparison of over 10,000 clinical NGS circulating tumor DNA profiles to tissue-derived genomic compendia. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 4343.
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Zill OA, Mortimer S, Banks KC, Nagy RJ, Chudova D, Jackson C, Baca A, Ye JZ, Lanman RB, Talasaz A, Eltoukhy H, Kurzrock R. Somatic genomic landscape of over 15,000 patients with advanced-stage cancer from clinical next-generation sequencing analysis of circulating tumor DNA. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.18_suppl.lba11501] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
LBA11501 Background: Next-generation sequencing (NGS) of circulating tumor DNA (ctDNA) enables non-invasive profiling of solid tumor cancers. Liquid biopsy studies to date have been limited to modest-size cohorts and case studies. Methods: Somatic genomic profiles of over 15,000 patients with advanced-stage clinical cancer were determined by a highly accurate, deep-coverage (15,000x) ctDNA NGS test targeting 70 genes (Guardant360). Frequencies of somatic ctDNA alterations per gene were compared to those previously described in tissue sequencing projects (e.g., TCGA). Accuracy of ctDNA sequencing (PPV) was assessed by comparing with matched tissue tests for 386 patients. Results: The cohort consisted of lung (37%), breast (14%), colorectal (10%) and other cancers (38%), with ctDNA clinical sensitivity of 86%, 83%, 85%, and 78%, respectively. Cancer-type-specific frequencies and mutual exclusivity patterns among major driver alterations largely recapitulated those seen in tissue sequencing studies. Mutation frequencies per codon correlated well between ctDNA and published tissue data, both for commonly altered tumor suppressors and for oncogenes (Pearson correlations: TP53, r = 0.94; KRAS, r = 0.99; PIK3CA, r = 0.99). The overall accuracy of ctDNA sequencing in comparison with matched tissue tests was 87% (336/386). The accuracy increased to 98% when blood and tumor were collected less than six months apart. Four distinct classes of clinical outcome benefits have been observed by liquid biopsy: 1) actionable mutations in cases with tissue QNS ( ALK fusion, or EGFR or BRAF activating mutations in lung; ERBB2 amp in gastric), 2) actionable resistance mutations at time of progression ( MET amp or EGFRT790M in lung), 3) evolution of sensitivity upon progression ( ERBB2-amplified metastatic breast cancer with triple negative primary), 4) under-genotyped tumors ( BRAFV600E or ERBB2indel in lung). Conclusions: Somatic alteration patterns in ctDNA samples largely agree with tissue alteration patterns, with the exception of resistance mutations. Clinical outcome benefits have been observed for patients treated based on ctDNA findings.
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Blakely CM, Banks KC, Lanman RB, Riess J, Mack PC, Bivona TG. Circulating tumor DNA sequencing to reveal the genomic complexity of advanced EGFR-mutant lung adenocarcinoma. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.e23079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | - Jonathan Riess
- University of California, Davis Comprehensive Cancer Center, Sacramento, CA
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Leng J, Harb A, Abri K, Mastroserio I, Reinert A, Grabowsky JA, Ryan CJ, Friedlander TW, Lin AM, Lanman RB, Banks KC, Aggarwal RR, Munster PN. Prospective evaluation of circulating cell-free DNA sequencing in patients with metastatic renal cell carcinoma treated with pazopanib plus abexinostat. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.4551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Jim Leng
- University of California, San Francisco, San Francisco, CA
| | - Armand Harb
- University of California, San Francisco, San Francisco, CA
| | - Kamran Abri
- University of California, San Francisco, San Francisco, CA
| | | | - Anne Reinert
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Charles J. Ryan
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, San Francisco, CA
| | | | - Amy M. Lin
- University of California, San Francisco, San Francisco, CA
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Ihuegbu N, Banks KC, Fairclough SR, Zill OA, Chudova D, Lanman RB, Blakely CM. Non-invasive detection of crizotinib resistance in ALK-rearranged lung adenocarcinoma directs treatment with next-generation ALK inhibitors. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.e20643] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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