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Distribution of ctDNA levels in plasma of early-stage non-small cell lung cancer patients measured using personalised ctDNA analysis

Blood-based assays have shown increasing ability to detect circulating tumour DNA (ctDNA) in patients with early-stage cancer. However, detection of ctDNA in patients with non-small cell lung cancer (NSCLC) has continued to prove challenging. We performed retrospective analysis to quantify ctDNA levels in a cohort of 100 patients with early-stage NSCLC prior to treatment with curative intent. Where tumour tissue was available for whole exome sequencing, mutations identified were used to define patient-specific sequencing assays. For those 90 patients, plasma cell-free DNA was sequenced to high depth across capture panels targeting a median of 328 mutations specific to each patient. Data was analysed using Integration of Variant Reads (INVAR), detecting ctDNA in 66.7% of patients, including 52.7% (29 of 55) patients with stage I disease and >88% detection for patients with stage II and III disease (16/18 and 15/17). ctDNA was detected in plasma at fractional concentrations as low as 9.1x10-6, and in patients with tumour volumes as low as 0.23 cm3. A 36-gene sequencing panel (InVisionFirst-LungTM) was used to analyse plasma DNA in 27 samples including the 10 cases without tumour exome data, and detected ctDNA in 59% of samples tested (16 of 27). Across the entire cohort, detection rates were higher in squamous cell carcinoma patients compared to adenocarcinoma patients (81% vs. 59%). Detection of ctDNA prior to treatment was associated with significantly shorter time free from relapse, across all patients and in patient subgroups, with Hazard Ratios ranging from 2.25 to >11. Our analysis indicates that for patients with stage I NSCLC, the median ctDNA fraction in plasma is approx. 12 parts per million (0.0012%). This indicates the limits of detection that would be required for ctDNA-based liquid biopsies to detect ctDNA in the majority of patients with early-stage NSCLC.

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Policy for access to data included in the following publication; ctDNA monitoring using patient-specific sequencing and integration of variant reads

~~~ Definitions: Confidential Information: means any information provided by the Data Provider relating to the Data Data: The managed access dataset(s) to which the User Institution has requested access, as detailed in Schedule B. Data Provider: THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE of The Old Schools, Trinity Lane, Cambridge CB2 1TN, United Kingdom and the Cambridge University Hospitals NHS Foundation Trust of Addenbrooke’s Hospital, Cambridge, CB2 0QQ; represented by staff of the Rosenfeld Group at the Cancer Research UK Cambridge Institute, and contactable by email at Rosenfeld.LabAdmin@cruk.cam.ac.uk or future email as updated; or future representatives as indicated in Data Access Committee(s) for the dataset(s) defined in Schedule B. Data Subject: means an individual who participated in research studies from whom the Data was derived. External Collaborator: A collaborator of the User, working for an institution other than the User Institution. Personal Data: means information and/or data about one or more living person who is the subject of personal data and who can be identified from that information, as provided under the General Data Protection Regulation (EU) 2016/679 (as amended from time to time), including but not limited to surname, initials, date of birth, address and postcodes, national insurance number, hospital number or NHS number. Project: The research project for which the User Institution has requested access to these Data, as defined in Schedule B. Publications: Includes, without limitation, articles published in print journals, electronic journals, reviews, books, posters and other written and verbal presentations of research. User: The principal investigator for the Project. User Institution(s): The Institution that has requested access to the Data. User Institution is referred to within this Agreement as “You” (and “Your” shall be construed accordingly). Data Provider will provide access to Data to the User Institution under the following Terms and Conditions: 1. You agree to preserve, at all times, the confidentiality and privacy of information and Data pertaining to Data Subjects. In particular, you undertake not to use, or attempt to use the Data to compromise or otherwise breach or infringe the confidentiality and privacy of information on Data Subjects. You agree to protect the confidentiality of Data Subjects in any Publications that you prepare by taking all reasonable care to limit the possibility of identification. You agree not to attempt to link Data to any other data source on the same samples, link the Data to any person or otherwise identify any Data Subject from the Data. 2. You agree not to transfer or disclose the Data, in whole or part, to others, except to persons within the User Institution for carrying out the Project or as reasonably necessary for Data/safety monitoring or programme management. If You wish to disclose the Data to a collaborator outside the User Institution, the third party must make a separate application for access to the Data. 3. You agree to use the Data for the advancement of medical research, and solely for the approved purpose and Project described in Schedule B and for no other purpose. 4. You agree that Data may be reissued from time to time, with suitable versioning. If the reissue is at the request of Data Subjects and/or other ethical scrutiny or concerns, you will destroy earlier versions of the Data, and upon request of Data Provider, provide written certification of such destruction. Your obligations as set out in this form pertaining to the Data and its use will continue to operate in full force and effect after Data is destroyed. 5. You agree to acknowledge in any Publication based in whole or part on the Data, the published paper(s) from which the Data derives, and the version of the Data. 6. 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If the Data includes any identifiable Personal Data, You agree to: (a) take appropriate technical and organisational measures against the unauthorised or unlawful processing and/or use of the Data, any data derived from the Data and/or and all Confidential Information, against the accidental loss or destruction of, or damage to, such data and information. (b) ensure that the measures referred to in (a) shall include the measures set out in Schedule A. (c) restrict access to the Data, any data derived from the Data and all other Confidential Information to employees who strictly need access to such data and/or information to undertake the Project, and shall ensure that all such employees are reliable, and informed of the confidential nature of such data and/or information and the importance of processing it securely. 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Schedule B Name of the applicant and co-applicant(s), including affiliations, titles and contact details. For dataset deposited at EGA, applicants must have registered accounts at EGA. Student applicants must include their supervisors as a co-applicant. Name of registered user; Email; Job title; Supervisor*; Title of Project (in less than 30 words) Data Requested (please indicate relevant publication(s) describing the data, accession number(s) and/or relevant links to data, and [where relevant] details of and links to the respective Data Access Committee(s) (DAC)) Research Project: Please provide a clear description of the project and its specific aims in no more than 750 words. This should include specific details of what you plan to do with the data and include key references. Brief description of the infrastructure and experience for handling the requested data securely Signature of authorized signatory of User Institution Signature; Name; Title; Date; Signature of Principal Investigator I confirm that I have read and understood the TERMS AND CONDITIONS as set forth in this DATA ACCESS REQUEST FORM. Signature; Name; Title; Date; ~~~~~~~ Data Access Request Form, V1 CRUK-CI, Rosenfeld Lab, July 2019 ~~~

Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.

Study ID Study Title Study Type
EGAS00001004447 Other

This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.

ID File Type Size Located in
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EGAF00004043098 fq.gz 3.6 GB
EGAF00004043099 fq.gz 4.8 GB
EGAF00004043100 fq.gz 5.6 GB
EGAF00004043101 fq.gz 1.0 GB
EGAF00004043102 fq.gz 1.1 GB
EGAF00004043103 fq.gz 3.4 GB
EGAF00004043104 fq.gz 3.9 GB
EGAF00004043105 fq.gz 6.9 GB
EGAF00004043106 fq.gz 8.0 GB
EGAF00004043107 fq.gz 921.4 MB
EGAF00004043108 fq.gz 1.0 GB
EGAF00004043109 fq.gz 962.0 MB
EGAF00004043110 fq.gz 1.1 GB
EGAF00004043111 fq.gz 1.0 GB
EGAF00004043112 fq.gz 1.2 GB
EGAF00004043113 fq.gz 6.7 GB
EGAF00004043114 fq.gz 7.6 GB
EGAF00004043115 fq.gz 991.0 MB
EGAF00004043116 fq.gz 1.1 GB
EGAF00004043117 fq.gz 4.7 GB
EGAF00004043118 fq.gz 5.5 GB
EGAF00004043119 fq.gz 3.6 GB
EGAF00004043120 fq.gz 4.1 GB
EGAF00004043121 fq.gz 6.9 GB
EGAF00004043122 fq.gz 7.5 GB
EGAF00004043123 fq.gz 1.0 GB
EGAF00004043124 fq.gz 1.2 GB
EGAF00004043125 fq.gz 863.8 MB
EGAF00004043126 fq.gz 944.6 MB
EGAF00004043127 fq.gz 7.6 GB
EGAF00004043128 fq.gz 8.4 GB
EGAF00004043129 fq.gz 971.1 MB
EGAF00004043130 fq.gz 1.1 GB
EGAF00004043131 fq.gz 3.4 GB
EGAF00004043132 fq.gz 3.9 GB
EGAF00004043133 fq.gz 6.3 GB
EGAF00004043134 fq.gz 7.0 GB
EGAF00004043135 fq.gz 3.7 GB
EGAF00004043136 fq.gz 4.4 GB
EGAF00004043137 fq.gz 3.4 GB
EGAF00004043138 fq.gz 4.0 GB
EGAF00004043139 fq.gz 3.2 GB
EGAF00004043140 fq.gz 3.7 GB
EGAF00004043141 fq.gz 4.4 GB
EGAF00004043142 fq.gz 5.1 GB
EGAF00004043143 fq.gz 7.6 GB
EGAF00004043144 fq.gz 8.8 GB
EGAF00004043145 fq.gz 903.9 MB
EGAF00004043146 fq.gz 990.7 MB
EGAF00004043147 fq.gz 7.1 GB
EGAF00004043148 fq.gz 8.1 GB
EGAF00004043149 fq.gz 966.9 MB
EGAF00004043150 fq.gz 1.1 GB
EGAF00004043151 fq.gz 6.3 GB
EGAF00004043152 fq.gz 7.1 GB
EGAF00004150991 csv 562.8 kB
59 Files (226.7 GB)