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Rao W, Guo L, Ling Y, Dong L, Li W, Ying J, Li W. Developing an effective quality evaluation strategy of next-generation sequencing for accurate detecting non-small cell lung cancer samples with variable characteristics: a real-world clinical practice. J Cancer Res Clin Oncol 2023; 149:4889-4897. [PMID: 36305947 DOI: 10.1007/s00432-022-04388-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Accepted: 09/29/2022] [Indexed: 10/31/2022]
Abstract
PURPOSE Next-generation sequencing (NGS) has been widely used in determining molecular profiling of non-small cell lung cancer (NSCLC). However, low-quality sequencing data may be generated with formalin-fixed and paraffin-embedded (FFPE) samples that have passed pre-sequencing quality control (QC). Therefore, quality evaluation of sequencing data is also critical for accurate tissue genotyping. Herein, we aimed to developed a grading QC algorithm, and provide a recommendation to refine and optimize NGS-based molecular diagnostic strategies. METHODS We interrogated 1260 NSCLC samples using hybrid capture-based targeted DNA NGS, and quantified the sequencing data as high, medium and low quality, according to a grading QC algorithm. Then, we explored the relationship between sequencing quality and sample characteristics, and compared the concordance rates of results between NGS and conventional molecular tests for FFPE samples with variable characteristics. RESULTS We found that high-quality data were associated with samples with shorter storage time and lower DNA degradation in resection samples, and were associated with intra-hospital samples, adequate DNA quantity, and lower DNA degradation in biopsy samples. Moreover, accurate NGS results can be achieved in samples with high-quality data, but not samples with medium-quality data, especially for rearrangements detection. CONCLUSION Our study demonstrates that the real-world clinical adoption of an effective QC strategy for NGS is necessary to ensure accurate results from FFPE samples of NSCLC with variable characteristics. Validation of actionable alterations by additional methods is highly recommended in cases with low QC score, particularly for the detection of rearrangements.
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Affiliation(s)
- Wei Rao
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | - Lei Guo
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | - Yun Ling
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | - Lin Dong
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | - Wenbin Li
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | - Jianming Ying
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | - Weihua Li
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China.
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Enko D, Schaflinger E, Müller DJ. [Clinical Application Examples of a Next-Generation Sequencing based Multi-Genepanel Analysis]. Dtsch Med Wochenschr 2023; 148:695-702. [PMID: 37216946 DOI: 10.1055/a-2033-5329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
This review provides an overview of clinically useful applications of a next-generation sequencing (NGS)-based multi-gene panel testing strategy in the areas of oncology, hereditary tumor syndromes, and hematology. In the case of solid tumors (e.g. lung carcinoma, colon-rectal carcinoma), the detection of somatic mutations contributes not only to a better diagnostic but also therapeutic stratification of those affected. The increasing genetic complexity of hereditary tumor syndromes (e.g. breast and ovarian carcinoma, lynch syndrome/polyposis) requires a multi-gene panel analysis of germline mutations in affected families. Another useful indication for a multi-gene panel diagnostics and prognosis assessment are acute and chronic myeloid diseases. The criteria of the WHO-classification and the European LeukemiaNet-prognosis system for acute myeloid leukemia can only be met by a multi-gene panel test strategy.
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Affiliation(s)
- Dietmar Enko
- Medizinische Universität Graz Klinisches Institut für Medizinische und Chemische Labordiagnostik, Graz, Austria
| | - Erich Schaflinger
- Institut für Humangenetik, Medizinische Universität Graz, Neue Stiftingtalstraße 2, 8010 Graz, Austria
| | - Daniel J Müller
- Klinisches Institut für Pharmakogenetische Wissenschaft, Cambell Family Mental Health Research Institute, Zentrum für Suchtkrankheit und psychische Gesundheit, College Street 250, Toronto, ON M5T 1R8, Toronto, Kanada
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3
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Loughrey MB, McGrath J, Coleman HG, Bankhead P, Maxwell P, McGready C, Bingham V, Humphries MP, Craig SG, McQuaid S, Salto-Tellez M, James JA. Identifying mismatch repair-deficient colon cancer: near-perfect concordance between immunohistochemistry and microsatellite instability testing in a large, population-based series. Histopathology 2021; 78:401-413. [PMID: 32791559 DOI: 10.1111/his.14233] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 07/30/2020] [Accepted: 08/10/2020] [Indexed: 12/12/2022]
Abstract
AIMS Establishing the mismatch repair (MMR) status of colorectal cancers is important to enable the detection of underlying Lynch syndrome and inform prognosis and therapy. Current testing typically involves either polymerase chain reaction (PCR)-based microsatellite instability (MSI) testing or MMR protein immunohistochemistry (IHC). The aim of this study was to compare these two approaches in a large, population-based cohort of stage 2 and 3 colon cancer cases in Northern Ireland. METHODS AND RESULTS The study used the Promega pentaplex assay to determine MSI status and a four-antibody MMR IHC panel. IHC was applied to tumour tissue microarrays with triplicate tumour sampling, and assessed manually. Of 593 cases with available MSI and MMR IHC results, 136 (22.9%) were MSI-high (MSI-H) and 135 (22.8%) showed abnormal MMR IHC. Concordance was extremely high, with 97.1% of MSI-H cases showing abnormal MMR IHC, and 97.8% of cases with abnormal IHC showing MSI-H status. Under-representation of tumour epithelial cells in samples from heavily inflamed tumours resulted in misclassification of several cases with abnormal MMR IHC as microsatellite-stable. MMR IHC revealed rare cases with unusual patterns of MMR protein expression, unusual combinations of expression loss, or secondary clonal loss of expression, as further illustrated by repeat immunostaining on whole tissue sections. CONCLUSIONS MSI PCR testing and MMR IHC can be considered to be equally proficient tests for establishing MMR/MSI status, when there is awareness of the potential pitfalls of either method. The choice of methodology may depend on available services and expertise.
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Affiliation(s)
- Maurice B Loughrey
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Jason McGrath
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Helen G Coleman
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Peter Bankhead
- Edinburgh Pathology/Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Perry Maxwell
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Claire McGready
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
- Northern Ireland Biobank, Health Sciences Building, Queen's University Belfast, Belfast, UK
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Matthew P Humphries
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Stephanie G Craig
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Stephen McQuaid
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
- Northern Ireland Biobank, Health Sciences Building, Queen's University Belfast, Belfast, UK
| | - Manuel Salto-Tellez
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Jacqueline A James
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
- Northern Ireland Biobank, Health Sciences Building, Queen's University Belfast, Belfast, UK
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Xie H, Kim RD. ASO Author Reflections: Clinical Utility of Circulating Tumor DNA Analysis in Colorectal Cancer: Current Status. Ann Surg Oncol 2020; 27:890. [DOI: 10.1245/s10434-020-09034-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 08/09/2020] [Indexed: 11/18/2022]
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Bregni G, Sticca T, Camera S, Akin Telli T, Craciun L, Trevisi E, Pretta A, Kehagias P, Leduc S, Senti C, Deleporte A, Vandeputte C, Saad ED, Kerger J, Gil T, Piccart-Gebhart M, Awada A, Demetter P, Larsimont D, Hendlisz A, Aftimos P, Sclafani F. Feasibility and clinical impact of routine molecular testing of gastrointestinal cancers at a tertiary centre with a multi-gene, tumor-agnostic, next generation sequencing panel. Acta Oncol 2020; 59:1438-1446. [PMID: 32820683 DOI: 10.1080/0284186x.2020.1809704] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND High-throughput sequencing technologies are increasingly used in research but limited data are available on the feasibility and value of these when routinely adopted in clinical practice. MATERIAL AND METHODS We analyzed all consecutive cancer patients for whom genomic testing by a 48-gene next-generation sequencing (NGS) panel (Truseq Amplicon Cancer Panel, Illumina) was requested as part of standard care in one of the largest Belgian cancer networks between 2014 and 2019. Feasibility of NGS was assessed in all study patients, while the impact of NGS on the decision making was analyzed in the group of gastrointestinal cancer patients. RESULTS Tumor samples from 1064 patients with varying tumor types were tested, the number of NGS requests increasing over time (p < .0001). Success rate and median turnaround time were 91.4% and 12.5 days, respectively, both significantly decreasing over time (p ≤ .0002). Non-surgical sampling procedure (OR 7.97, p < .0001), tissue from metastatic site (OR 2.35, p = .0006) and more recent year of testing (OR 1.79, p = .0258) were independently associated with NGS failure. Excluding well-known actionable or clinically relevant mutations which are recommended by international guidelines and commonly tested by targeted sequencing, 57/279 (20.4%) assessable gastrointestinal cancer patients were found to have tumors harboring at least one actionable altered gene according to the OncoKB database. NGS results, however, had a direct impact on management decisions by the treating physician in only 3 cases (1.1%). CONCLUSIONS Our findings confirm that NGS is feasible in the clinical setting with acceptably low failure rates and rapid turnaround time. In gastrointestinal cancers, however, NGS-based multiple-gene testing adds very little to standard targeted sequencing, and in routine practice the clinical impact of NGS panels including genes which are not routinely recommended by international guidelines remains limited.
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Affiliation(s)
- Giacomo Bregni
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Tiberio Sticca
- Department of Pathology and Molecular Biology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Silvia Camera
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Tugba Akin Telli
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Ligia Craciun
- Department of Pathology and Molecular Biology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Elena Trevisi
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Andrea Pretta
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Pashalina Kehagias
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Sophia Leduc
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Chiara Senti
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Amélie Deleporte
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Caroline Vandeputte
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Everardo Delforge Saad
- Dendrix Research, Sao Paulo, Brazil
- International Drug Development Institute, Louvain-la-Neuve, Belgium
| | - Joseph Kerger
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Thierry Gil
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Martine Piccart-Gebhart
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Ahmad Awada
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Pieter Demetter
- Department of Pathology and Molecular Biology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Denis Larsimont
- Department of Pathology and Molecular Biology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Alain Hendlisz
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Philippe Aftimos
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Francesco Sclafani
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
- GUTS lab, Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium
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Basket trials: From tumour gnostic to tumour agnostic drug development. Cancer Treat Rev 2020; 90:102082. [DOI: 10.1016/j.ctrv.2020.102082] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/07/2020] [Accepted: 07/10/2020] [Indexed: 12/14/2022]
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Khan K, Gonzalez-Exposito R, Cunningham D, Koh DM, Woolston A, Barber L, Griffiths B, Kouvelakis K, Calamai V, Bali M, Khan N, Bryant A, Saffery C, Dearman C, Begum R, Rao S, Starling N, Watkins D, Chau I, Braconi C, Valeri N, Gerlinger M, Fotiadis N. Diagnostic Accuracy and Safety of Coaxial System in Oncology Patients Treated in a Specialist Cancer Center With Prospective Validation Within Clinical Trial Data. Front Oncol 2020; 10:1634. [PMID: 33014822 PMCID: PMC7500492 DOI: 10.3389/fonc.2020.01634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 07/27/2020] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Image-guided tissue biopsies are critically important in the diagnosis and management of cancer patients. High-yield samples are also vital for biomarker and resistance mechanism discovery through molecular/genomic analyses. PATIENTS AND METHODS All consecutive patients who underwent plugged image-guided biopsy at Royal Marsden from June 2013 until September 2016 were included in the analysis. In the next step, a second cohort of patients prospectively treated within two clinical trials (PROSPECT-C and PROSPECT-R) were assessed for the DNA yield from biopsies assessed for complex genomic analysis. RESULTS A total of 522 plugged core biopsies were performed in 457 patients [men, 52%; median age, 63 years (range, 17-93)]. Histological diagnosis was achieved in 501 of 522 (96%) performed biopsies. Age, gender, modality, metastatic site, and seniority of the interventionist were not found to be significant factors associated with odds of failure on a logistic regression. Seventeen (3.3%) were admitted due to biopsy-related complications; nine, three, two, one, one, and one were admitted for grade I/II pain control, sepsis, vasovagal syncope, thrombosis, hematuria, and deranged liver functions, respectively; two patients with right upper quadrant pain after liver biopsy were found to have radiologically confirmed subcapsular hematoma requiring conservative treatment. One patient (0.2%) developed grade III hemorrhage following biopsy of a gastric gastrointestinal stromal tumor (GIST). Overall molecular analysis was successful in 89% (197/222 biopsies). Prospective validation in 62 biopsies gave success rates of 92.06 and 79.03% for DNA extraction of >1 μm and tmour content of >20%, respectively. CONCLUSION The probability of diagnostic success for complex molecular analysis is increased with plugged large coaxial needle biopsy technique, which also minimizes complications and reduces hospital stay. High-yield DNA acquisition allows genomic molecular characterization for personalized medicine.
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Affiliation(s)
- Khurum Khan
- Department of Gastrointestinal Oncology, UCL Cancer Institute, University College NHS Foundation Trust, London, United Kingdom
| | | | - David Cunningham
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Dow-Mu Koh
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
| | - Andrew Woolston
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | - Louise Barber
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | - Beatrice Griffiths
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | | | - Vanessa Calamai
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Monia Bali
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
| | - Nasir Khan
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
| | - Annette Bryant
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Claire Saffery
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Charles Dearman
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Ruwaida Begum
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Sheela Rao
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Naureen Starling
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - David Watkins
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Ian Chau
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Chiara Braconi
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Nicola Valeri
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
| | - Marco Gerlinger
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | - Nicos Fotiadis
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
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Xie H, Kim RD. The Application of Circulating Tumor DNA in the Screening, Surveillance, and Treatment Monitoring of Colorectal Cancer. Ann Surg Oncol 2020; 28:1845-1858. [PMID: 32776184 DOI: 10.1245/s10434-020-09002-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 07/20/2020] [Indexed: 02/06/2023]
Abstract
Precision medicine with genetic profiling of tumor tissue has become an essential part of routine clinical practice in colorectal cancer. However, tissue genetic profiling suffers from clonal evolution, tumor heterogeneity, and time needed to deliver critical information for prompt clinical decision making. In contrast, liquid biopsy with plasma circulating tumor DNA provides genetic and epigenetic information from both the primary and metastatic colorectal cancer, which can potentially capture tumor heterogeneity and evolution with time and treatment. In addition, liquid biopsy with circulating tumor DNA is minimally invasive, quicker, and easily repeatable with high patient compliance to provide both qualitative and quantitative molecular information in real-time. We provide an overview on the potential clinical applications of circulating tumor DNA in the screening, surveillance, and treatment monitoring of colorectal cancer.
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Affiliation(s)
- Hao Xie
- Division of Medical Oncology, Mayo Clinic, Rochester, USA
| | - Richard D Kim
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL, USA.
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Cholangiocarcinoma Disease Modelling Through Patients Derived Organoids. Cells 2020; 9:cells9040832. [PMID: 32235647 PMCID: PMC7226733 DOI: 10.3390/cells9040832] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 03/25/2020] [Accepted: 03/26/2020] [Indexed: 12/17/2022] Open
Abstract
Cancer organoids are 3D phenotypic cultures that can be established from resected or biopsy tumour samples and can be grown as mini tumours in the dish. Flourishing evidence supports the feasibility of patient derived organoids (PDO) from a number of solid tumours. Evidence for cholangiocarcinoma (CCA) PDO is still sparse but growing. CCA PDO lines have been established from resected early stage disease, advanced cancers and highly chemorefractory tumours. Cancer PDO was shown to recapitulate the 3D morphology, genomic landscape and transcriptomic profile of the source counterpart. They proved to be a valued model for drug discovery and sensitivity testing, and they showed to mimic the drug response observed in vivo in the patients. However, PDO lack representation of the intratumour heterogeneity and the tumour-stroma interaction. The efficiency rate of CCA PDO within the three different subtypes, intrahepatic, perihilar and distal, is still to be explored. In this manuscript we will review evidence for CCA PDO highlighting advantages and limitations of this novel disease model.
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Muller C, Yurgelun M, Kupfer SS. Precision Treatment and Prevention of Colorectal Cancer-Hope or Hype? Gastroenterology 2020; 158:441-446. [PMID: 31622623 PMCID: PMC6957699 DOI: 10.1053/j.gastro.2019.09.046] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 09/24/2019] [Accepted: 09/30/2019] [Indexed: 12/15/2022]
Affiliation(s)
- Charles Muller
- Section of Gastroenterology, Hepatology and Nutrition, University of Chicago, Chicago, Illinois
| | | | - Sonia S Kupfer
- Section of Gastroenterology, Hepatology and Nutrition, University of Chicago, Chicago, Illinois.
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11
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Davidson M, Barber LJ, Woolston A, Cafferkey C, Mansukhani S, Griffiths B, Moorcraft SY, Rana I, Begum R, Assiotis I, Matthews N, Rao S, Watkins D, Chau I, Cunningham D, Starling N, Gerlinger M. Detecting and Tracking Circulating Tumour DNA Copy Number Profiles during First Line Chemotherapy in Oesophagogastric Adenocarcinoma. Cancers (Basel) 2019; 11:E736. [PMID: 31137920 PMCID: PMC6563045 DOI: 10.3390/cancers11050736] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 05/20/2019] [Accepted: 05/23/2019] [Indexed: 12/24/2022] Open
Abstract
DNA somatic copy number aberrations (SCNAs) are key drivers in oesophagogastric adenocarcinoma (OGA). Whether minimally invasive SCNA analysis of circulating tumour (ct)DNA can predict treatment outcomes and reveal how SCNAs evolve during chemotherapy is unknown. We investigated this by low-coverage whole genome sequencing (lcWGS) of ctDNA from 30 patients with advanced OGA prior to first-line chemotherapy and on progression. SCNA profiles were detectable pretreatment in 23/30 (76.7%) patients. The presence of liver metastases, primary tumour in situ, or of oesophageal or junctional tumour location predicted for a high ctDNA fraction. A low ctDNA concentration associated with significantly longer overall survival. Neither chromosomal instability metrics nor ploidy correlated with chemotherapy outcome. Chromosome 2q and 8p gains before treatment were associated with chemotherapy responses. lcWGS identified all amplifications found by prior targeted tumour tissue sequencing in cases with detectable ctDNA as well as finding additional changes. SCNA profiles changed during chemotherapy, indicating that cancer cell populations evolved during treatment; however, no recurrent SCNA changes were acquired at progression. Tracking the evolution of OGA cancer cell populations in ctDNA is feasible during chemotherapy. The observation of genetic evolution warrants investigation in larger series and with higher resolution techniques to reveal potential genetic predictors of response and drivers of chemotherapy resistance. The presence of liver metastasis is a potential biomarker for the selection of patients with high ctDNA content for such studies.
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Affiliation(s)
- Michael Davidson
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Louise J Barber
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.
| | - Andrew Woolston
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.
| | - Catherine Cafferkey
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Sonia Mansukhani
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.
| | - Beatrice Griffiths
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.
| | - Sing-Yu Moorcraft
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Isma Rana
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Ruwaida Begum
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Ioannis Assiotis
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.
| | - Nik Matthews
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.
| | - Sheela Rao
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - David Watkins
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Ian Chau
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - David Cunningham
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Naureen Starling
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
| | - Marco Gerlinger
- Gastrointestinal and Lymphoma Unit, Royal Marsden NHS Foundation Trust, Sutton, London SM2 5PT, UK.
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.
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12
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Braconi C, Roessler S, Kruk B, Lammert F, Krawczyk M, Andersen JB. Molecular perturbations in cholangiocarcinoma: Is it time for precision medicine? Liver Int 2019; 39 Suppl 1:32-42. [PMID: 30829432 DOI: 10.1111/liv.14085] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 02/26/2019] [Accepted: 02/26/2019] [Indexed: 12/11/2022]
Abstract
The complexity of cholangiocarcinoma (CCA) cellularity and the molecular perturbation mechanisms that underlie the diversity of growth patterns of this malignancy remain a clinical concern. Tumours of the biliary system display significant intrinsic chemoresistance, caused by significant stromal involvement and genome-wide tumour heterogeneity, hampering disease remission and palliation as well as promoting the metastatic behaviour. It is crucial to advance our present understanding of the risk and molecular pathogenesis of CCA. This will facilitate the delineation of patient subsets based on molecular perturbations and adjust for precision therapies.
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Affiliation(s)
- Chiara Braconi
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK.,Gastrointestinal and Lymphoma Unit, The Royal Marsden NHS Trust, Surrey and London, UK
| | - Stephanie Roessler
- Institute of Pathology, University Hospital Heidelberg and Liver Cancer Center Heidelberg (LCCH), Heidelberg, Germany
| | - Beata Kruk
- Department of General, Transplant and Liver Surgery, Laboratory of Metabolic Liver Diseases, Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland
| | - Frank Lammert
- Department of Medicine II, Saarland University Medical Center, Homburg, Germany
| | - Marcin Krawczyk
- Department of General, Transplant and Liver Surgery, Laboratory of Metabolic Liver Diseases, Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland.,Department of Medicine II, Saarland University Medical Center, Homburg, Germany
| | - Jesper B Andersen
- Department of Health and Medical Sciences, Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen N, Denmark
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13
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Mansukhani S, Barber LJ, Kleftogiannis D, Moorcraft SY, Davidson M, Woolston A, Proszek PZ, Griffiths B, Fenwick K, Herman B, Matthews N, O'Leary B, Hulkki S, Gonzalez De Castro D, Patel A, Wotherspoon A, Okachi A, Rana I, Begum R, Davies MN, Powles T, von Loga K, Hubank M, Turner N, Watkins D, Chau I, Cunningham D, Lise S, Starling N, Gerlinger M. Ultra-Sensitive Mutation Detection and Genome-Wide DNA Copy Number Reconstruction by Error-Corrected Circulating Tumor DNA Sequencing. Clin Chem 2018; 64:1626-1635. [PMID: 30150316 PMCID: PMC6214522 DOI: 10.1373/clinchem.2018.289629] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 07/17/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND Circulating free DNA sequencing (cfDNA-Seq) can portray cancer genome landscapes, but highly sensitive and specific technologies are necessary to accurately detect mutations with often low variant frequencies. METHODS We developed a customizable hybrid-capture cfDNA-Seq technology using off-the-shelf molecular barcodes and a novel duplex DNA molecule identification tool for enhanced error correction. RESULTS Modeling based on cfDNA yields from 58 patients showed that this technology, requiring 25 ng of cfDNA, could be applied to >95% of patients with metastatic colorectal cancer (mCRC). cfDNA-Seq of a 32-gene, 163.3-kbp target region detected 100% of single-nucleotide variants, with 0.15% variant frequency in spike-in experiments. Molecular barcode error correction reduced false-positive mutation calls by 97.5%. In 28 consecutively analyzed patients with mCRC, 80 out of 91 mutations previously detected by tumor tissue sequencing were called in the cfDNA. Call rates were similar for point mutations and indels. cfDNA-Seq identified typical mCRC driver mutations in patients in whom biopsy sequencing had failed or did not include key mCRC driver genes. Mutations only called in cfDNA but undetectable in matched biopsies included a subclonal resistance driver mutation to anti-EGFR antibodies in KRAS, parallel evolution of multiple PIK3CA mutations in 2 cases, and TP53 mutations originating from clonal hematopoiesis. Furthermore, cfDNA-Seq off-target read analysis allowed simultaneous genome-wide copy number profile reconstruction in 20 of 28 cases. Copy number profiles were validated by low-coverage whole-genome sequencing. CONCLUSIONS This error-corrected, ultradeep cfDNA-Seq technology with a customizable target region and publicly available bioinformatics tools enables broad insights into cancer genomes and evolution. CLINICALTRIALSGOV IDENTIFIER NCT02112357.
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Affiliation(s)
- Sonia Mansukhani
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Louise J Barber
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Dimitrios Kleftogiannis
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Sing Yu Moorcraft
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Michael Davidson
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Andrew Woolston
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | | | - Beatrice Griffiths
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Kerry Fenwick
- Tumour Profiling Unit, The Institute of Cancer Research, London, UK
| | - Bram Herman
- Diagnostics and Genomics Group, Agilent Technologies Inc., Santa Clara, CA
| | - Nik Matthews
- Tumour Profiling Unit, The Institute of Cancer Research, London, UK
| | - Ben O'Leary
- Breast Cancer Now Research Centre, The Institute of Cancer Research, London, UK
| | - Sanna Hulkki
- Centre for Molecular Pathology, The Royal Marsden NHS Foundation Trust, Sutton, UK
| | | | - Anisha Patel
- Department for Radiology, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Andrew Wotherspoon
- Department of Histopathology, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Aleruchi Okachi
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Isma Rana
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Ruwaida Begum
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Matthew N Davies
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Thomas Powles
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Katharina von Loga
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Michael Hubank
- Centre for Molecular Pathology, The Royal Marsden NHS Foundation Trust, Sutton, UK
| | - Nick Turner
- Breast Cancer Now Research Centre, The Institute of Cancer Research, London, UK
- Breast Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - David Watkins
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Ian Chau
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - David Cunningham
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Stefano Lise
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Naureen Starling
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Marco Gerlinger
- Centre for Evolution and Cancer, Division of Molecular Pathology, The Institute of Cancer Research, London, UK;
- Gastrointestinal Cancer Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, UK
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14
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Pellino A, Loupakis F, Cadamuro M, Dadduzio V, Fassan M, Guido M, Cillo U, Indraccolo S, Fabris L. Precision medicine in cholangiocarcinoma. Transl Gastroenterol Hepatol 2018; 3:40. [PMID: 30148225 PMCID: PMC6087799 DOI: 10.21037/tgh.2018.07.02] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Accepted: 07/03/2018] [Indexed: 12/19/2022] Open
Abstract
Cholangiocarcinoma is one of the epithelial cancers with the poorest prognosis and the narrowest therapeutic choice in humans. Compared with other cancer types, cholangiocarcinoma has been often neglected by oncology and liver research studies, thereby leaving many issues unsolved. Apart from the early and marked aggressiveness, one of the main reasons of the still unsatisfying clinical management of cholangiocarcinoma is its wide tumor heterogeneity needing more than other diseases a 'precision medicine' approach. In this regard, in the last few years there has been an awakening of interest aimed at dissecting the complex molecular and genomic profile of cholangiocarcinoma. Thus, a range of molecular players have been recently identified as putative mechanistic determinants of cholangiocarcinoma invasiveness, encompassing tyrosine kinase receptors, metabolic enzymes, transcription factors, small GTPases, ubiquitin ligases, and chromatin-remodelling proteins, whose aberrant expression may derive from stochastic mutations as well as from pro-oncogenic paracrine signals released by the stromal microenvironment, which is particularly exuberant in cholangiocarcinoma. Herein, we sought to overview the most relevant observations unravelling the genomic landscape of cholangiocarcinoma, and the prognostic and predictive biomarkers that consequently have been emerging. Then, we will discuss innovative treatment approaches derived from conventional chemotherapy, targeted therapies, antiangiogenic therapies and immunotherapy, and how they are opening new avenues towards a precision medicine in cholangiocarcinoma.
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Affiliation(s)
- Antonio Pellino
- Department of Surgery, Oncology and Gastroenterology (DISCOG), University of Padua, Padua, Italy
| | - Fotios Loupakis
- Medical Oncology Unit 1, Clinical and Experimental Oncology Department, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | | | - Vincenzo Dadduzio
- Medical Oncology Unit 1, Clinical and Experimental Oncology Department, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - Maria Guido
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - Umberto Cillo
- Department of Surgery, Oncology and Gastroenterology (DISCOG), University of Padua, Padua, Italy
| | - Stefano Indraccolo
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Luca Fabris
- Department of Molecular Medicine (DMM), University of Padua, Padua, Italy
- Department of Internal Medicine, Yale Liver Center (YLC), School of Medicine, Yale University New Haven, CT, USA
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15
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Smyth E, Khan K, Valeri N. Translational research and application of basic biology to clinical trial development in GI cancers. ANNALS OF TRANSLATIONAL MEDICINE 2018; 6:164. [PMID: 29911112 PMCID: PMC5985276 DOI: 10.21037/atm.2018.05.05] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 04/02/2018] [Indexed: 12/16/2022]
Abstract
Cancers of the gastrointestinal tract have limited available treatments and are often associated with a poor prognosis. Clinical trials and translational work associated with these trials provide the opportunity to increase understanding of the mechanisms of sensitivity and resistance to cytotoxic chemotherapy and targeted therapy in these diseases. In this review we discuss the rationale for intensive translational work within the context of academic clinical trials and the successes and challenges which have been associated with translational work at our institution over the past number of years. We reflect on tissue, plasma and radiological biomarker work including a novel patient derived organoid programme and discuss the iterative application of previous results to next generation trial design.
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Affiliation(s)
- Elizabeth Smyth
- Department of Gastrointestinal Cancer and Lymphoma, Royal Marsden, UK
| | - Khurum Khan
- Department of Gastrointestinal Cancer and Lymphoma, Royal Marsden, UK
| | - Nicola Valeri
- Department of Gastrointestinal Cancer and Lymphoma, Royal Marsden, UK
- Gastrointestinal Cancer Biology and Genomics Team, Institute of Cancer Research, Royal Marsden, UK
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