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TRACERx NSCLC, multiregion sequencing of the first 100 tumors

BACKGROUND TRACERx (TRAcking Cancer Evolution through therapy (Rx)) is a prospective cohort study designed to investigate intratumor heterogeneity (ITH) in relation to clinical outcome, and to determine the clonal nature of driver events and evolutionary processes in early stage non-small cell lung cancer (NSCLC). METHODS Multiregion high-depth whole-exome sequencing (M-seq) was performed on 100 early stage NSCLC tumors resected prior to systemic therapy. A total of 327 tumor regions were sequenced and analyzed to define evolutionary histories, obtain a census of clonal and subclonal events, and assess the relationship between ITH and recurrence-free survival (RFS). RESULTS Widespread ITH was observed for both somatic copy number alterations (median 48% [0.03-88%]) and mutations (median 30% [0.5-93%]). Driver mutations in EGFR, MET, BRAF and TP53 were almost always clonal. However, heterogeneous driver alterations occurring later in evolution were found in over 75% of tumors and were common in PIK3CA, NF1 and genes involved in chromatin modification and DNA response and repair. Genome doubling and ongoing dynamic chromosomal instability (CIN), illustrated by mirrored subclonal allelic imbalance, were identified as causes of ITH resulting in parallel evolution of driver copy number events, including amplifications of CDK4, FOXA1, and BCL11A. Elevated copy number heterogeneity was associated with shorter RFS (HR=4.9, P=0.00044), which remained significant in a multivariate analysis. CONCLUSIONS ITH mediated through CIN, rather than point mutational heterogeneity, was associated with increased risk of relapse, supporting its value as a prognostic predictor, and the need to target this high-risk phenotype.

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TRACERx Academic Research Data Access Agreement for Sequence Data

To get data access please contact ctc.tracerx@ucl.ac.uk

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
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
EGAF00001575493 bam 36.2 GB
EGAF00001575494 bam 28.3 GB
EGAF00001575495 bam 32.4 GB
EGAF00001575496 bam 34.3 GB
EGAF00001575497 bam 33.3 GB
EGAF00001575498 bam 25.1 GB
EGAF00001575499 bam 30.0 GB
EGAF00001575500 bam 11.4 GB
EGAF00001575501 bam 22.5 GB
EGAF00001575502 bam 21.2 GB
EGAF00001575503 bam 34.7 GB
EGAF00001575504 bam 27.9 GB
EGAF00001575505 bam 36.8 GB
EGAF00001575506 bam 31.7 GB
EGAF00001575507 bam 17.0 GB
EGAF00001575508 bam 21.2 GB
EGAF00001575509 bam 19.3 GB
EGAF00001575510 bam 20.9 GB
EGAF00001575511 bam 20.6 GB
EGAF00001575512 bam 37.1 GB
EGAF00001575513 bam 36.2 GB
EGAF00001575514 bam 31.9 GB
EGAF00001575515 bam 33.0 GB
EGAF00001575516 bam 34.6 GB
EGAF00001575517 bam 25.7 GB
EGAF00001575518 bam 36.0 GB
EGAF00001575519 bam 33.1 GB
EGAF00001575520 bam 35.3 GB
EGAF00001575521 bam 37.7 GB
EGAF00001575522 bam 35.0 GB
EGAF00001575523 bam 36.2 GB
EGAF00001575524 bam 20.0 GB
EGAF00001575525 bam 17.1 GB
EGAF00001575526 bam 18.9 GB
EGAF00001575527 bam 22.3 GB
EGAF00001575528 bam 30.0 GB
EGAF00001575529 bam 41.6 GB
EGAF00001575530 bam 40.2 GB
EGAF00001575531 bam 40.1 GB
EGAF00001575532 bam 36.4 GB
EGAF00001575533 bam 18.6 GB
EGAF00001575534 bam 16.8 GB
EGAF00001575535 bam 17.9 GB
EGAF00001575536 bam 14.7 GB
EGAF00001575537 bam 43.0 GB
EGAF00001575538 bam 64.7 GB
EGAF00001575539 bam 30.8 GB
EGAF00001575540 bam 40.3 GB
EGAF00001575541 bam 48.4 GB
EGAF00001575542 bam 35.8 GB
EGAF00001575543 bam 41.2 GB
EGAF00001575544 bam 34.3 GB
EGAF00001575545 bam 37.7 GB
EGAF00001575546 bam 42.0 GB
EGAF00001575547 bam 19.6 GB
EGAF00001575548 bam 19.7 GB
EGAF00001575549 bam 18.5 GB
EGAF00001575550 bam 33.3 GB
EGAF00001575551 bam 33.7 GB
EGAF00001575552 bam 21.5 GB
EGAF00001575553 bam 19.1 GB
EGAF00001575554 bam 46.6 GB
EGAF00001575555 bam 81.5 GB
EGAF00001575556 bam 65.0 GB
EGAF00001575557 bam 37.9 GB
EGAF00001575558 bam 40.5 GB
EGAF00001575559 bam 24.1 GB
EGAF00001575560 bam 28.6 GB
EGAF00001575561 bam 30.9 GB
EGAF00001575562 bam 12.9 GB
EGAF00001575563 bam 15.7 GB
EGAF00001575564 bam 35.4 GB
EGAF00001575565 bam 19.1 GB
EGAF00001575566 bam 35.7 GB
EGAF00001575567 bam 35.7 GB
EGAF00001575568 bam 43.7 GB
EGAF00001575569 bam 41.8 GB
EGAF00001575570 bam 46.6 GB
EGAF00001575571 bam 44.9 GB
EGAF00001575572 bam 31.7 GB
EGAF00001575573 bam 30.5 GB
EGAF00001575574 bam 31.9 GB
EGAF00001575575 bam 43.3 GB
EGAF00001575576 bam 40.3 GB
EGAF00001575577 bam 32.8 GB
EGAF00001575578 bam 34.2 GB
EGAF00001575579 bam 47.0 GB
EGAF00001575580 bam 89.1 GB
EGAF00001575581 bam 35.7 GB
EGAF00001575582 bam 57.0 GB
EGAF00001575583 bam 32.8 GB
EGAF00001575584 bam 39.9 GB
EGAF00001575585 bam 49.2 GB
EGAF00001575586 bam 36.9 GB
EGAF00001575587 bam 43.5 GB
EGAF00001575588 bam 50.3 GB
EGAF00001575589 bam 45.8 GB
EGAF00001575590 bam 27.3 GB
EGAF00001575591 bam 25.2 GB
EGAF00001575592 bam 40.2 GB
EGAF00001575593 bam 26.7 GB
EGAF00001575594 bam 34.6 GB
EGAF00001575595 bam 32.2 GB
EGAF00001575596 bam 36.3 GB
EGAF00001575597 bam 23.3 GB
EGAF00001575598 bam 24.8 GB
EGAF00001575599 bam 22.7 GB
EGAF00001575600 bam 22.7 GB
EGAF00001575601 bam 24.6 GB
EGAF00001575602 bam 47.8 GB
EGAF00001575603 bam 57.2 GB
EGAF00001575604 bam 39.9 GB
EGAF00001575605 bam 43.5 GB
EGAF00001575606 bam 39.0 GB
EGAF00001575607 bam 37.1 GB
EGAF00001575608 bam 16.4 GB
EGAF00001575609 bam 17.7 GB
EGAF00001575610 bam 14.9 GB
EGAF00001575611 bam 34.3 GB
EGAF00001575612 bam 38.4 GB
EGAF00001575613 bam 45.7 GB
EGAF00001575614 bam 87.2 GB
EGAF00001575615 bam 55.6 GB
EGAF00001575616 bam 29.9 GB
EGAF00001575617 bam 41.2 GB
EGAF00001575618 bam 49.3 GB
EGAF00001575619 bam 38.6 GB
EGAF00001575620 bam 42.1 GB
EGAF00001575621 bam 30.4 GB
EGAF00001575622 bam 15.0 GB
EGAF00001575623 bam 20.4 GB
EGAF00001575624 bam 34.9 GB
EGAF00001575625 bam 46.5 GB
EGAF00001575626 bam 30.9 GB
EGAF00001575627 bam 28.7 GB
EGAF00001575628 bam 28.0 GB
EGAF00001575629 bam 31.2 GB
EGAF00001575630 bam 26.0 GB
EGAF00001575631 bam 79.2 GB
EGAF00001575632 bam 22.5 GB
EGAF00001575633 bam 74.8 GB
EGAF00001575634 bam 21.8 GB
EGAF00001575635 bam 25.0 GB
EGAF00001575636 bam 38.3 GB
EGAF00001575637 bam 63.1 GB
EGAF00001575638 bam 60.8 GB
EGAF00001575639 bam 51.9 GB
EGAF00001575640 bam 30.3 GB
EGAF00001575641 bam 28.1 GB
EGAF00001575642 bam 44.3 GB
EGAF00001575643 bam 35.0 GB
EGAF00001575644 bam 42.3 GB
EGAF00001575645 bam 31.4 GB
EGAF00001575646 bam 25.4 GB
EGAF00001575647 bam 21.6 GB
EGAF00001575648 bam 17.7 GB
EGAF00001575649 bam 19.1 GB
EGAF00001575650 bam 33.8 GB
EGAF00001575651 bam 19.4 GB
EGAF00001575652 bam 40.5 GB
EGAF00001575653 bam 33.9 GB
EGAF00001575654 bam 35.9 GB
EGAF00001575655 bam 31.7 GB
EGAF00001575656 bam 18.9 GB
EGAF00001575657 bam 19.9 GB
EGAF00001575658 bam 20.3 GB
EGAF00001575659 bam 15.3 GB
EGAF00001575660 bam 25.4 GB
EGAF00001575661 bam 27.6 GB
EGAF00001575662 bam 61.4 GB
EGAF00001575663 bam 78.2 GB
EGAF00001575664 bam 24.2 GB
EGAF00001575665 bam 34.4 GB
EGAF00001575666 bam 33.9 GB
EGAF00001575667 bam 31.5 GB
EGAF00001575668 bam 37.9 GB
EGAF00001575669 bam 32.7 GB
EGAF00001575670 bam 29.0 GB
EGAF00001575671 bam 31.0 GB
EGAF00001575672 bam 35.9 GB
EGAF00001575673 bam 32.7 GB
EGAF00001575674 bam 27.3 GB
EGAF00001575675 bam 34.0 GB
EGAF00001575676 bam 33.1 GB
EGAF00001575677 bam 30.3 GB
EGAF00001575678 bam 37.5 GB
EGAF00001575679 bam 34.9 GB
EGAF00001575680 bam 30.4 GB
EGAF00001575681 bam 20.0 GB
EGAF00001575682 bam 15.1 GB
EGAF00001575683 bam 24.5 GB
EGAF00001575684 bam 20.6 GB
EGAF00001575685 bam 17.6 GB
EGAF00001575686 bam 23.6 GB
EGAF00001575687 bam 24.8 GB
EGAF00001575688 bam 20.3 GB
EGAF00001575689 bam 46.1 GB
EGAF00001575690 bam 44.0 GB
EGAF00001575691 bam 31.8 GB
EGAF00001575692 bam 27.8 GB
EGAF00001575693 bam 22.6 GB
EGAF00001575694 bam 40.0 GB
EGAF00001575695 bam 31.0 GB
EGAF00001575696 bam 26.3 GB
EGAF00001575697 bam 27.7 GB
EGAF00001575698 bam 28.0 GB
EGAF00001575699 bam 40.1 GB
EGAF00001575700 bam 38.5 GB
EGAF00001575701 bam 34.0 GB
EGAF00001575702 bam 35.4 GB
EGAF00001575703 bam 33.7 GB
EGAF00001575704 bam 31.6 GB
EGAF00001575705 bam 32.1 GB
EGAF00001575706 bam 18.9 GB
EGAF00001575707 bam 23.3 GB
EGAF00001575708 bam 21.1 GB
EGAF00001575709 bam 25.8 GB
EGAF00001575710 bam 29.7 GB
EGAF00001575711 bam 43.6 GB
EGAF00001575712 bam 58.0 GB
EGAF00001575713 bam 38.1 GB
EGAF00001575714 bam 22.1 GB
EGAF00001575715 bam 25.6 GB
EGAF00001575716 bam 36.7 GB
EGAF00001575717 bam 25.5 GB
EGAF00001575718 bam 48.2 GB
EGAF00001575719 bam 30.8 GB
EGAF00001575720 bam 22.5 GB
EGAF00001575721 bam 37.3 GB
EGAF00001575722 bam 35.6 GB
EGAF00001575723 bam 54.2 GB
EGAF00001575724 bam 44.3 GB
EGAF00001575725 bam 44.4 GB
EGAF00001575726 bam 36.9 GB
EGAF00001575727 bam 21.4 GB
EGAF00001575728 bam 33.8 GB
EGAF00001575729 bam 24.8 GB
EGAF00001575730 bam 17.9 GB
EGAF00001575731 bam 27.1 GB
EGAF00001575732 bam 18.2 GB
EGAF00001575733 bam 66.4 GB
EGAF00001575734 bam 72.6 GB
EGAF00001575735 bam 66.3 GB
EGAF00001575736 bam 39.4 GB
EGAF00001575737 bam 42.5 GB
EGAF00001575738 bam 50.1 GB
EGAF00001575739 bam 24.0 GB
EGAF00001575740 bam 29.1 GB
EGAF00001575741 bam 36.0 GB
EGAF00001575742 bam 41.0 GB
EGAF00001575743 bam 39.9 GB
EGAF00001575744 bam 27.3 GB
EGAF00001575745 bam 28.1 GB
EGAF00001575746 bam 45.8 GB
EGAF00001575747 bam 40.1 GB
EGAF00001575748 bam 40.0 GB
EGAF00001575749 bam 36.0 GB
EGAF00001575750 bam 36.9 GB
EGAF00001575751 bam 19.5 GB
EGAF00001575752 bam 19.3 GB
EGAF00001575753 bam 14.9 GB
EGAF00001575754 bam 20.5 GB
EGAF00001575755 bam 36.6 GB
EGAF00001575756 bam 30.4 GB
EGAF00001575757 bam 24.7 GB
EGAF00001575758 bam 27.1 GB
EGAF00001575759 bam 22.5 GB
EGAF00001575760 bam 47.0 GB
EGAF00001575761 bam 28.3 GB
EGAF00001575762 bam 26.3 GB
EGAF00001575763 bam 42.8 GB
EGAF00001575764 bam 35.9 GB
EGAF00001575765 bam 39.4 GB
EGAF00001575766 bam 30.7 GB
EGAF00001575767 bam 48.6 GB
EGAF00001575768 bam 40.8 GB
EGAF00001575769 bam 43.0 GB
EGAF00001575770 bam 44.3 GB
EGAF00001575771 bam 34.6 GB
EGAF00001575772 bam 24.0 GB
EGAF00001575773 bam 25.3 GB
EGAF00001575774 bam 19.1 GB
EGAF00001575775 bam 25.3 GB
EGAF00001575776 bam 47.7 GB
EGAF00001575777 bam 48.2 GB
EGAF00001575778 bam 40.2 GB
EGAF00001575779 bam 68.5 GB
EGAF00001575780 bam 48.0 GB
EGAF00001575781 bam 46.8 GB
EGAF00001575782 bam 41.6 GB
EGAF00001575783 bam 44.4 GB
EGAF00001575784 bam 29.0 GB
EGAF00001575785 bam 31.8 GB
EGAF00001575786 bam 27.4 GB
EGAF00001575787 bam 27.4 GB
EGAF00001575788 bam 34.5 GB
EGAF00001575789 bam 30.6 GB
EGAF00001575790 bam 29.8 GB
EGAF00001575791 bam 45.1 GB
EGAF00001575792 bam 45.8 GB
EGAF00001575793 bam 38.4 GB
EGAF00001575794 bam 40.6 GB
EGAF00001575795 bam 42.2 GB
EGAF00001575796 bam 27.8 GB
EGAF00001575797 bam 46.0 GB
EGAF00001575798 bam 35.2 GB
EGAF00001575799 bam 37.2 GB
EGAF00001575800 bam 35.8 GB
EGAF00001575801 bam 49.2 GB
EGAF00001575802 bam 42.7 GB
EGAF00001575803 bam 34.4 GB
EGAF00001575804 bam 35.2 GB
EGAF00001575805 bam 59.3 GB
EGAF00001575806 bam 61.0 GB
EGAF00001575807 bam 64.9 GB
EGAF00001575808 bam 28.8 GB
EGAF00001575809 bam 30.6 GB
EGAF00001575810 bam 24.7 GB
EGAF00001575811 bam 32.8 GB
EGAF00001575812 bam 41.2 GB
EGAF00001575813 bam 37.6 GB
EGAF00001575814 bam 39.3 GB
EGAF00001575815 bam 40.1 GB
EGAF00001575816 bam 41.3 GB
EGAF00001575817 bam 30.9 GB
EGAF00001575818 bam 36.0 GB
EGAF00001575819 bam 36.7 GB
EGAF00001575820 bam 34.9 GB
EGAF00001575821 bam 30.6 GB
EGAF00001575822 bam 33.3 GB
EGAF00001575823 bam 35.2 GB
EGAF00001575824 bam 31.6 GB
EGAF00001575825 bam 43.8 GB
EGAF00001575826 bam 41.2 GB
EGAF00001575827 bam 38.1 GB
EGAF00001575828 bam 36.7 GB
EGAF00001575829 bam 36.3 GB
EGAF00001575830 bam 33.9 GB
EGAF00001575831 bam 23.7 GB
EGAF00001575832 bam 22.8 GB
EGAF00001575833 bam 22.2 GB
EGAF00001575834 bam 43.6 GB
EGAF00001575835 bam 37.9 GB
EGAF00001575836 bam 22.4 GB
EGAF00001575837 bam 23.6 GB
EGAF00001575838 bam 22.4 GB
EGAF00001575839 bam 18.2 GB
EGAF00001575840 bam 26.4 GB
EGAF00001575841 bam 33.0 GB
EGAF00001575842 bam 37.1 GB
EGAF00001575843 bam 36.1 GB
EGAF00001575844 bam 28.4 GB
EGAF00001575845 bam 26.4 GB
EGAF00001575846 bam 27.3 GB
EGAF00001575847 bam 33.9 GB
EGAF00001575848 bam 40.0 GB
EGAF00001575849 bam 40.2 GB
EGAF00001575850 bam 35.4 GB
EGAF00001575851 bam 34.0 GB
EGAF00001575852 bam 39.9 GB
EGAF00001575853 bam 40.0 GB
EGAF00001575854 bam 21.9 GB
EGAF00001575855 bam 50.8 GB
EGAF00001575856 bam 46.8 GB
EGAF00001575857 bam 56.3 GB
EGAF00001575858 bam 45.0 GB
EGAF00001575859 bam 46.2 GB
EGAF00001575860 bam 41.8 GB
EGAF00001575861 bam 19.6 GB
EGAF00001575862 bam 19.5 GB
EGAF00001575863 bam 19.2 GB
EGAF00001575864 bam 21.7 GB
EGAF00001575865 bam 35.4 GB
EGAF00001575866 bam 37.3 GB
EGAF00001575867 bam 30.6 GB
EGAF00001575868 bam 30.8 GB
EGAF00001575869 bam 23.5 GB
EGAF00001575870 bam 29.6 GB
EGAF00001575871 bam 35.3 GB
EGAF00001575872 bam 30.3 GB
EGAF00001575873 bam 30.5 GB
EGAF00001575874 bam 34.0 GB
EGAF00001575875 bam 35.1 GB
EGAF00001575876 bam 31.4 GB
EGAF00001575877 bam 37.2 GB
EGAF00001575878 bam 29.3 GB
EGAF00001575879 bam 22.2 GB
EGAF00001575880 bam 31.8 GB
EGAF00001575881 bam 28.3 GB
EGAF00001575882 bam 28.1 GB
EGAF00001575883 bam 23.6 GB
EGAF00001575884 bam 26.6 GB
EGAF00001575885 bam 43.1 GB
EGAF00001575886 bam 43.9 GB
EGAF00001575887 bam 42.9 GB
EGAF00001575888 bam 34.5 GB
EGAF00001575889 bam 63.7 GB
EGAF00001575890 bam 21.2 GB
EGAF00001575891 bam 18.2 GB
EGAF00001575892 bam 21.4 GB
EGAF00001575893 bam 21.5 GB
EGAF00001575894 bam 23.5 GB
EGAF00001575895 bam 27.8 GB
EGAF00001575896 bam 27.6 GB
EGAF00001575897 bam 15.7 GB
EGAF00001575898 bam 34.4 GB
EGAF00001575899 bam 30.3 GB
EGAF00001575900 bam 20.4 GB
EGAF00001575901 bam 15.6 GB
EGAF00001575902 bam 19.5 GB
EGAF00001575903 bam 23.5 GB
EGAF00001575904 bam 32.6 GB
EGAF00001575905 bam 18.0 GB
EGAF00001575906 bam 21.7 GB
EGAF00001575907 bam 37.3 GB
EGAF00001575908 bam 35.0 GB
EGAF00001575909 bam 38.1 GB
EGAF00001575910 bam 39.2 GB
EGAF00001575911 bam 18.1 GB
EGAF00001575912 bam 22.8 GB
EGAF00001575913 bam 24.7 GB
EGAF00001575914 bam 37.2 GB
EGAF00001575915 bam 15.5 GB
EGAF00001575916 bam 16.1 GB
EGAF00001575917 bam 28.9 GB
EGAF00001575918 bam 34.0 GB
EGAF00001575919 bam 31.8 GB
427 Files (14.4 TB)