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Phylogenetic reconstruction of adult blood cancer reveals early origins and lifelong evolution - TGS

Mutations in cancer-associated genes drive tumour outgrowth. However, the timing of driver mutations and dynamics of clonal expansion that lead to human cancers are largely unknown. We used 580,133 somatic mutations from whole-genome sequencing of 1013 clonal haematopoietic colonies to reconstruct the phylogeny of haematopoiesis, from embryogenesis to clinical disease, in 12 patients with myeloproliferative neoplasms which are blood cancers more common in older age. JAK2V617F, the pathognomonic mutation driving the majority of these cancers, was acquired in utero or childhood, with upper estimates of age of acquisition from 33 weeks gestation to 10.8 years, in all 5 patients in whom JAK2V617F was either the only or the first driver event.  Driver mutations associated with age-related clonal haematopoiesis occurred prior to or following JAK2V617F,  as independent clonal expansions in JAK2V617F-mutated patients, and as large clonal expansions in JAK2V617F-unmutated patients . These mutations were also acquired in utero or childhood, with DNMT3A mutations occurring by 8 weeks of gestation to 7.6 years across 4 patients, and PPM1D mutation occurring by age 5.8yrs in a patient with MPN lacking phenotypic driver mutations. Sequential driver mutation acquisition was common, separated by decades across life, and often outcompeted ancestral clones. The mean latency between JAK2V617F acquisition and clinical presentation was 30 years (range 11-54 years). Rates of clonal expansion were inferred from phylogenetic trees and varied substantially (3% to 190% expansion/year), were affected by additional driver mutations, and were predictive of latency to clinical presentation. Driver mutations and rates of expansion would have been detectable in blood one to four decades before clinical presentation. This study reveals how driver mutation acquisition early in life with life-long growth and evolution underlie adult myeloproliferative neoplasms, providing opportunities for early detection and intervention and a new paradigm for cancer development.

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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
EGAS00001003863 Cancer Genomics

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
EGAF00004672988 cram 1.9 GB
EGAF00004672989 cram 1.6 GB
EGAF00004672990 cram 1.5 GB
EGAF00004672991 cram 1.6 GB
EGAF00004672992 cram 1.7 GB
EGAF00004672993 cram 1.4 GB
EGAF00004672994 cram 2.0 GB
EGAF00004672995 cram 1.8 GB
EGAF00004672996 cram 1.6 GB
EGAF00004672997 cram 1.8 GB
EGAF00004672998 cram 1.9 GB
EGAF00004672999 cram 2.0 GB
EGAF00004673000 cram 1.7 GB
EGAF00004673001 cram 1.8 GB
EGAF00004673002 cram 2.3 GB
EGAF00004673003 cram 1.9 GB
EGAF00004673004 cram 2.4 GB
EGAF00004673005 cram 2.1 GB
EGAF00004673006 cram 1.7 GB
EGAF00004673007 cram 1.9 GB
EGAF00004673008 cram 1.6 GB
EGAF00004673009 cram 1.8 GB
EGAF00004673010 cram 1.8 GB
EGAF00004673011 cram 1.6 GB
EGAF00004673012 cram 1.9 GB
EGAF00004673013 cram 1.9 GB
EGAF00004673014 cram 1.6 GB
EGAF00004673015 cram 1.9 GB
EGAF00004673016 cram 1.5 GB
EGAF00004673017 cram 1.8 GB
EGAF00004673018 cram 1.8 GB
EGAF00004673019 cram 2.2 GB
EGAF00004673020 cram 2.5 GB
EGAF00004673021 cram 1.7 GB
EGAF00004673022 cram 1.8 GB
EGAF00004673023 cram 1.9 GB
EGAF00004673024 cram 2.0 GB
EGAF00004673025 cram 2.2 GB
EGAF00004673026 cram 1.8 GB
EGAF00004673027 cram 1.7 GB
EGAF00004673028 cram 2.0 GB
EGAF00004673029 cram 2.1 GB
EGAF00004673030 cram 1.9 GB
EGAF00004673031 cram 2.1 GB
EGAF00004673032 cram 1.9 GB
EGAF00004673033 cram 2.2 GB
EGAF00004673034 cram 2.1 GB
EGAF00004673035 cram 2.5 GB
EGAF00004673036 cram 2.1 GB
EGAF00004673037 cram 1.9 GB
EGAF00004673038 cram 2.5 GB
EGAF00004673039 cram 2.0 GB
EGAF00004673040 cram 2.4 GB
EGAF00004673041 cram 2.0 GB
EGAF00004673042 cram 2.2 GB
EGAF00004673043 cram 2.6 GB
EGAF00004673044 cram 2.0 GB
EGAF00004678572 cram 1.8 GB
EGAF00004678573 cram 1.6 GB
EGAF00004678574 cram 1.4 GB
EGAF00004678575 cram 1.9 GB
EGAF00004678576 cram 1.8 GB
EGAF00004678577 cram 1.8 GB
EGAF00004678578 cram 1.9 GB
EGAF00004678579 cram 2.1 GB
EGAF00004678580 cram 1.8 GB
EGAF00004678581 cram 2.1 GB
EGAF00004678582 cram 1.5 GB
EGAF00004678583 cram 1.7 GB
EGAF00004678584 cram 1.6 GB
EGAF00004678585 cram 1.6 GB
EGAF00004678586 cram 1.5 GB
EGAF00004678587 cram 2.6 GB
EGAF00004678588 cram 1.8 GB
EGAF00004678589 cram 2.1 GB
EGAF00004678590 cram 2.1 GB
EGAF00004678591 cram 1.9 GB
EGAF00004678592 cram 2.1 GB
EGAF00004678593 cram 2.1 GB
EGAF00004678594 cram 2.2 GB
EGAF00004678595 cram 2.2 GB
EGAF00004678596 cram 2.1 GB
EGAF00004678597 cram 2.5 GB
EGAF00004678598 cram 2.3 GB
EGAF00004678599 cram 1.8 GB
EGAF00004678600 cram 1.5 GB
EGAF00004678601 cram 1.6 GB
EGAF00004678602 cram 1.6 GB
EGAF00004678603 cram 1.9 GB
EGAF00004678604 cram 1.6 GB
EGAF00004678605 cram 1.9 GB
EGAF00004678606 cram 1.9 GB
EGAF00004678607 cram 2.1 GB
EGAF00004678608 cram 1.6 GB
EGAF00004678609 cram 1.8 GB
EGAF00004678610 cram 1.8 GB
EGAF00004678611 cram 1.9 GB
EGAF00004678612 cram 2.2 GB
EGAF00004678613 cram 2.1 GB
EGAF00004678614 cram 2.1 GB
EGAF00004678615 cram 2.1 GB
EGAF00004678616 cram 2.1 GB
EGAF00004678617 cram 2.3 GB
EGAF00004678618 cram 2.5 GB
EGAF00004678619 cram 2.5 GB
EGAF00004678620 cram 2.0 GB
EGAF00004678621 cram 1.8 GB
EGAF00004678622 cram 1.5 GB
EGAF00004678623 cram 1.6 GB
EGAF00004678624 cram 1.6 GB
EGAF00004678625 cram 1.4 GB
EGAF00004678626 cram 1.9 GB
EGAF00004678627 cram 1.7 GB
EGAF00004678628 cram 1.6 GB
EGAF00004678629 cram 1.9 GB
EGAF00004678630 cram 1.9 GB
EGAF00004678631 cram 1.7 GB
EGAF00004678632 cram 1.5 GB
EGAF00004678633 cram 1.6 GB
EGAF00004678634 cram 1.6 GB
EGAF00004678635 cram 1.8 GB
EGAF00004678636 cram 1.5 GB
EGAF00004678637 cram 1.6 GB
EGAF00004678638 cram 1.9 GB
EGAF00004678639 cram 2.2 GB
EGAF00004678640 cram 2.6 GB
EGAF00004678641 cram 1.8 GB
EGAF00004678642 cram 1.8 GB
EGAF00004678643 cram 2.1 GB
EGAF00004678644 cram 2.1 GB
EGAF00004678645 cram 2.1 GB
EGAF00004678646 cram 1.9 GB
EGAF00004678647 cram 1.8 GB
EGAF00004678648 cram 2.1 GB
EGAF00004678649 cram 2.1 GB
EGAF00004678650 cram 1.9 GB
EGAF00004678651 cram 2.1 GB
EGAF00004678652 cram 2.0 GB
EGAF00004678653 cram 2.3 GB
EGAF00004678654 cram 2.2 GB
EGAF00004678655 cram 2.5 GB
EGAF00004678656 cram 2.1 GB
EGAF00004678657 cram 2.1 GB
EGAF00004678658 cram 2.5 GB
EGAF00004678659 cram 2.0 GB
EGAF00004678660 cram 2.5 GB
EGAF00004678661 cram 2.1 GB
EGAF00004678662 cram 2.3 GB
EGAF00004678663 cram 2.8 GB
EGAF00004678664 cram 2.1 GB
EGAF00004678665 cram 1.8 GB
EGAF00004678666 cram 1.6 GB
EGAF00004678667 cram 1.5 GB
EGAF00004678668 cram 1.6 GB
EGAF00004678669 cram 1.6 GB
EGAF00004678670 cram 1.4 GB
EGAF00004678671 cram 1.9 GB
EGAF00004678672 cram 1.7 GB
EGAF00004678673 cram 1.7 GB
EGAF00004678674 cram 1.9 GB
EGAF00004678675 cram 1.9 GB
EGAF00004678676 cram 1.9 GB
EGAF00004678677 cram 1.7 GB
EGAF00004681590 cram 1.5 GB
EGAF00004681591 cram 1.6 GB
EGAF00004681592 cram 1.6 GB
EGAF00004681593 cram 1.7 GB
EGAF00004681594 cram 1.6 GB
EGAF00004681595 cram 1.7 GB
EGAF00004681596 cram 1.7 GB
EGAF00004681597 cram 2.2 GB
EGAF00004681598 cram 1.9 GB
EGAF00004681599 cram 1.6 GB
EGAF00004681600 cram 1.8 GB
EGAF00004681601 cram 1.8 GB
EGAF00004681602 cram 2.0 GB
EGAF00004681603 cram 1.7 GB
EGAF00004681604 cram 1.6 GB
EGAF00004681605 cram 1.9 GB
EGAF00004681606 cram 2.2 GB
EGAF00004681607 cram 1.8 GB
EGAF00004681608 cram 2.1 GB
EGAF00004681609 cram 1.8 GB
EGAF00004681610 cram 2.1 GB
EGAF00004681611 cram 1.9 GB
EGAF00004681612 cram 2.0 GB
EGAF00004681613 cram 2.5 GB
EGAF00004681614 cram 2.0 GB
EGAF00004681615 cram 2.5 GB
EGAF00004681616 cram 2.0 GB
EGAF00004681617 cram 2.1 GB
EGAF00004681618 cram 2.8 GB
EGAF00004681619 cram 2.1 GB
EGAF00004681620 cram 1.6 GB
EGAF00004681621 cram 1.4 GB
EGAF00004681622 cram 1.7 GB
EGAF00004681623 cram 1.8 GB
EGAF00004681624 cram 1.7 GB
EGAF00004681625 cram 1.7 GB
EGAF00004681626 cram 2.1 GB
EGAF00004681627 cram 1.8 GB
EGAF00004681628 cram 2.2 GB
EGAF00004681629 cram 1.5 GB
EGAF00004681630 cram 1.9 GB
EGAF00004681631 cram 1.8 GB
EGAF00004681632 cram 1.6 GB
EGAF00004681633 cram 1.9 GB
EGAF00004681634 cram 2.0 GB
EGAF00004681635 cram 1.6 GB
EGAF00004681636 cram 1.5 GB
EGAF00004681637 cram 1.6 GB
EGAF00004681638 cram 2.6 GB
EGAF00004681639 cram 1.8 GB
EGAF00004681640 cram 1.8 GB
EGAF00004681641 cram 2.1 GB
EGAF00004681642 cram 1.9 GB
EGAF00004681643 cram 1.8 GB
EGAF00004681644 cram 1.9 GB
EGAF00004681645 cram 2.1 GB
EGAF00004681646 cram 2.0 GB
EGAF00004681647 cram 2.2 GB
EGAF00004681648 cram 2.1 GB
EGAF00004681649 cram 2.1 GB
EGAF00004681650 cram 2.5 GB
EGAF00004681651 cram 2.1 GB
EGAF00004681652 cram 2.3 GB
EGAF00004681653 cram 2.8 GB
EGAF00004681654 cram 2.1 GB
EGAF00004681655 cram 1.6 GB
EGAF00004681656 cram 1.9 GB
EGAF00004681657 cram 1.7 GB
EGAF00004681658 cram 2.1 GB
EGAF00004681659 cram 1.8 GB
EGAF00004681660 cram 2.2 GB
EGAF00004681661 cram 2.2 GB
EGAF00004681662 cram 1.9 GB
EGAF00004681663 cram 1.8 GB
EGAF00004681664 cram 1.7 GB
EGAF00004681665 cram 2.0 GB
EGAF00004681666 cram 1.6 GB
EGAF00004681667 cram 1.7 GB
EGAF00004681668 cram 1.7 GB
EGAF00004681669 cram 2.2 GB
EGAF00004681670 cram 1.8 GB
EGAF00004681671 cram 2.2 GB
EGAF00004681672 cram 2.2 GB
EGAF00004681673 cram 1.6 GB
EGAF00004681674 cram 1.9 GB
EGAF00004681675 cram 1.6 GB
EGAF00004681676 cram 1.8 GB
EGAF00004681677 cram 1.8 GB
EGAF00004681678 cram 1.6 GB
EGAF00004681679 cram 1.9 GB
EGAF00004681680 cram 2.0 GB
EGAF00004681681 cram 1.6 GB
EGAF00004681682 cram 1.8 GB
EGAF00004681683 cram 1.5 GB
EGAF00004681684 cram 1.6 GB
EGAF00004681685 cram 1.9 GB
EGAF00004681686 cram 2.2 GB
EGAF00004681687 cram 2.6 GB
EGAF00004681688 cram 1.8 GB
EGAF00004681689 cram 1.8 GB
EGAF00004681690 cram 2.1 GB
EGAF00004681691 cram 2.1 GB
EGAF00004681692 cram 2.1 GB
EGAF00004681693 cram 1.9 GB
EGAF00004681694 cram 1.8 GB
EGAF00004681695 cram 2.1 GB
EGAF00004681696 cram 2.1 GB
EGAF00004681697 cram 1.9 GB
EGAF00004681698 cram 2.1 GB
EGAF00004681699 cram 2.0 GB
EGAF00004681700 cram 2.3 GB
EGAF00004681701 cram 2.2 GB
EGAF00004681702 cram 2.5 GB
EGAF00004681703 cram 2.1 GB
EGAF00004681704 cram 2.1 GB
EGAF00004681705 cram 2.5 GB
EGAF00004681706 cram 2.0 GB
EGAF00004681707 cram 2.5 GB
EGAF00004681708 cram 2.1 GB
EGAF00004681709 cram 2.3 GB
EGAF00004681710 cram 2.8 GB
EGAF00004681711 cram 2.1 GB
EGAF00004681712 cram 1.7 GB
EGAF00004681713 cram 1.5 GB
EGAF00004681714 cram 1.5 GB
EGAF00004681715 cram 1.5 GB
EGAF00004681716 cram 1.5 GB
EGAF00004681717 cram 1.3 GB
EGAF00004681718 cram 1.9 GB
EGAF00004681719 cram 1.6 GB
EGAF00004681720 cram 1.5 GB
EGAF00004681721 cram 1.9 GB
EGAF00004681722 cram 1.8 GB
EGAF00004681723 cram 1.8 GB
EGAF00004681724 cram 1.6 GB
EGAF00004681725 cram 1.6 GB
EGAF00004681726 cram 2.1 GB
EGAF00004681727 cram 1.7 GB
EGAF00004681728 cram 2.1 GB
EGAF00004681729 cram 2.1 GB
EGAF00004681730 cram 1.5 GB
EGAF00004681731 cram 1.8 GB
EGAF00004681732 cram 1.5 GB
EGAF00004681733 cram 1.7 GB
EGAF00004681734 cram 1.7 GB
EGAF00004681735 cram 1.6 GB
EGAF00004681736 cram 1.8 GB
EGAF00004681737 cram 2.0 GB
EGAF00004681738 cram 1.5 GB
EGAF00004681739 cram 1.7 GB
EGAF00004681740 cram 1.4 GB
EGAF00004681741 cram 1.6 GB
EGAF00004681742 cram 1.9 GB
EGAF00004681743 cram 2.2 GB
EGAF00004681744 cram 2.6 GB
EGAF00004681745 cram 1.8 GB
EGAF00004681746 cram 1.8 GB
EGAF00004681747 cram 2.1 GB
EGAF00004681748 cram 2.1 GB
EGAF00004681749 cram 2.1 GB
EGAF00004681750 cram 1.9 GB
EGAF00004681751 cram 1.8 GB
EGAF00004681752 cram 2.1 GB
EGAF00004681753 cram 2.1 GB
EGAF00004681754 cram 1.9 GB
EGAF00004681755 cram 2.2 GB
EGAF00004681756 cram 2.0 GB
EGAF00004681757 cram 2.2 GB
EGAF00004681758 cram 2.2 GB
EGAF00004681759 cram 2.5 GB
EGAF00004681760 cram 2.1 GB
EGAF00004681761 cram 2.1 GB
EGAF00004681762 cram 2.5 GB
EGAF00004681763 cram 2.0 GB
EGAF00004681764 cram 2.5 GB
EGAF00004681765 cram 2.1 GB
EGAF00004681766 cram 2.3 GB
EGAF00004681767 cram 2.9 GB
EGAF00004681768 cram 2.1 GB
EGAF00004681769 cram 1.8 GB
EGAF00004681770 cram 1.5 GB
EGAF00004681771 cram 1.5 GB
EGAF00004681772 cram 1.5 GB
EGAF00004681773 cram 1.5 GB
EGAF00004681774 cram 1.3 GB
EGAF00004681775 cram 1.9 GB
EGAF00004681776 cram 1.6 GB
EGAF00004681777 cram 1.5 GB
EGAF00004681778 cram 1.8 GB
EGAF00004681779 cram 1.8 GB
EGAF00004681780 cram 1.8 GB
EGAF00004681781 cram 1.6 GB
EGAF00004681782 cram 1.7 GB
EGAF00004681783 cram 2.1 GB
EGAF00004681784 cram 1.7 GB
EGAF00004681785 cram 2.1 GB
EGAF00004681786 cram 2.1 GB
EGAF00004681787 cram 1.5 GB
EGAF00004681788 cram 1.8 GB
EGAF00004681789 cram 1.5 GB
EGAF00004681790 cram 1.8 GB
EGAF00004681791 cram 1.7 GB
EGAF00004681792 cram 1.6 GB
EGAF00004681793 cram 1.8 GB
EGAF00004681794 cram 2.0 GB
EGAF00004681795 cram 1.5 GB
EGAF00004681796 cram 1.7 GB
EGAF00004681797 cram 1.4 GB
EGAF00004681798 cram 1.6 GB
EGAF00004681799 cram 1.9 GB
EGAF00004681800 cram 2.2 GB
EGAF00004681801 cram 2.5 GB
EGAF00004681802 cram 1.8 GB
EGAF00004681803 cram 1.8 GB
EGAF00004681804 cram 2.0 GB
EGAF00004681805 cram 2.1 GB
EGAF00004681806 cram 2.1 GB
EGAF00004681807 cram 1.9 GB
EGAF00004681808 cram 1.8 GB
EGAF00004681809 cram 2.1 GB
EGAF00004681810 cram 2.1 GB
EGAF00004681811 cram 1.9 GB
EGAF00004681812 cram 2.1 GB
EGAF00004681813 cram 2.0 GB
EGAF00004681814 cram 2.2 GB
EGAF00004681815 cram 2.2 GB
EGAF00004681816 cram 2.5 GB
EGAF00004681817 cram 2.1 GB
EGAF00004681818 cram 2.1 GB
EGAF00004681819 cram 2.4 GB
EGAF00004681820 cram 2.0 GB
EGAF00004681821 cram 2.5 GB
EGAF00004681822 cram 2.1 GB
EGAF00004681823 cram 2.3 GB
EGAF00004681824 cram 2.8 GB
EGAF00004681825 cram 2.1 GB
399 Files (769.1 GB)