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A non-canonical lymphoblast in refractory childhood T-cell leukaemia

Refractory cancers may arise either through the acquisition of resistance mechanisms or represent distinct disease states. The origin of childhood T-cell acute lymphoblastic leukaemia (T-ALL) that does not respond to initial treatment, i.e. refractory disease, is unknown. Refractory T-ALL carries a poor prognosis and cannot be predicted at diagnosis. Here, we perform single cell mRNA sequencing of T-ALL from 58 children (84 samples) who did, or did not respond to initial treatment. We identify a transcriptionally distinctive blast population, exhibiting features of innate-like lymphocytes, as the major source of refractory disease. Evidence of such blasts at diagnosis heralds refractory disease across independent datasets and is associated with survival in a large, contemporary trial cohort. Our findings portray refractory T-ALL as a distinct disease with the potential for immediate clinical utility. This dataset contains 56 single-cell RNA sequencing data files with corresponding single-cell T cell receptor sequencing data files. The data here form the validation cohort in our paper.

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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
EGAS00001006304 Transcriptome Analysis
EGAS00001007616 Transcriptome Analysis

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 Quality Report
Located in
EGAF00008698751 cram 1.3 GB
EGAF00008698752 cram 1.4 GB
EGAF00008698753 cram 1.5 GB
EGAF00008700004 cram 2.1 GB
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EGAF00008700111 cram 964.8 MB
EGAF00008700112 cram 968.2 MB
EGAF00008700113 cram 882.4 MB
EGAF00008700114 cram 843.1 MB
EGAF00008700115 cram 954.1 MB
EGAF00008700116 cram 956.1 MB
EGAF00008700117 cram 874.1 MB
EGAF00008700120 cram 1.0 GB
EGAF00008700126 cram 1.1 GB
EGAF00008871643 cram 24.6 GB
EGAF00008871644 cram 25.0 GB
EGAF00008871645 cram 21.6 GB
EGAF00008871646 cram 340.4 MB
EGAF00008871647 cram 4.2 GB
EGAF00008871648 cram 341.9 MB
EGAF00008871649 cram 4.2 GB
EGAF00008871650 cram 336.2 MB
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EGAF00008871652 cram 34.7 GB
EGAF00008871653 cram 11.7 GB
EGAF00008871654 cram 14.3 GB
EGAF00008871655 cram 11.7 GB
EGAF00008871656 cram 12.2 GB
EGAF00008871657 cram 11.7 GB
EGAF00008871658 cram 14.3 GB
EGAF00008871659 cram 11.7 GB
EGAF00008871660 cram 12.1 GB
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EGAF00008871672 cram 1.2 GB
EGAF00008871673 cram 1.4 GB
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EGAF00008871677 cram 71.1 MB
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EGAF00008871683 cram 63.6 MB
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EGAF00008871685 cram 1.4 GB
EGAF00008871686 cram 1.3 GB
EGAF00008871687 cram 1.3 GB
EGAF00008871688 cram 1.2 GB
EGAF00008871689 cram 1.4 GB
EGAF00008871690 cram 1.3 GB
EGAF00008871691 cram 1.2 GB
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EGAF00008871693 cram 70.0 MB
EGAF00008871694 cram 77.9 MB
EGAF00008871695 cram 4.7 GB
EGAF00008871696 cram 6.9 GB
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EGAF00008871699 cram 5.2 GB
EGAF00008871700 cram 5.1 GB
EGAF00008871701 cram 4.7 GB
EGAF00008871702 cram 5.8 GB
EGAF00008871703 cram 3.3 GB
EGAF00008871704 cram 3.8 GB
EGAF00008871705 cram 4.3 GB
EGAF00008871706 cram 4.8 GB
EGAF00008871707 cram 4.6 GB
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EGAF00008871709 cram 302.1 MB
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EGAF00008871713 cram 344.5 MB
EGAF00008871714 cram 361.2 MB
EGAF00008871715 cram 455.2 MB
EGAF00008871716 cram 284.6 MB
EGAF00008871717 cram 4.9 GB
EGAF00008871718 cram 262.0 MB
EGAF00008871719 cram 297.9 MB
EGAF00008871720 cram 418.1 MB
EGAF00008871721 cram 356.5 MB
EGAF00008871722 cram 367.3 MB
EGAF00008871723 cram 414.5 MB
EGAF00008871724 cram 445.3 MB
EGAF00008871725 cram 341.9 MB
EGAF00008871726 cram 392.8 MB
EGAF00008871727 cram 326.8 MB
EGAF00008871728 cram 5.0 GB
EGAF00008871729 cram 389.5 MB
EGAF00008871730 cram 4.0 GB
EGAF00008871731 cram 5.0 GB
EGAF00008871732 cram 5.5 GB
EGAF00008871733 cram 4.7 GB
EGAF00008871734 cram 3.9 GB
EGAF00008871735 cram 4.9 GB
EGAF00008871736 cram 7.6 GB
EGAF00008871737 cram 4.6 GB
EGAF00008871738 cram 4.1 GB
EGAF00008871739 cram 5.4 GB
EGAF00008871740 cram 5.5 GB
EGAF00008871741 cram 5.1 GB
EGAF00008871742 cram 6.3 GB
EGAF00008871743 cram 3.6 GB
EGAF00008871744 cram 4.1 GB
EGAF00008871745 cram 4.7 GB
EGAF00008871746 cram 5.2 GB
EGAF00008871747 cram 5.0 GB
EGAF00008871748 cram 334.4 MB
EGAF00008871749 cram 323.9 MB
EGAF00008871750 cram 280.0 MB
EGAF00008871751 cram 361.1 MB
EGAF00008871752 cram 388.0 MB
EGAF00008871753 cram 365.5 MB
EGAF00008871754 cram 390.8 MB
EGAF00008871755 cram 492.9 MB
EGAF00008871756 cram 307.0 MB
EGAF00008871757 cram 5.3 GB
EGAF00008871758 cram 277.2 MB
EGAF00008871759 cram 315.1 MB
EGAF00008871760 cram 453.9 MB
EGAF00008871761 cram 374.6 MB
EGAF00008871762 cram 388.6 MB
EGAF00008871763 cram 443.4 MB
EGAF00008871764 cram 485.0 MB
EGAF00008871765 cram 372.1 MB
EGAF00008871766 cram 422.1 MB
EGAF00008871767 cram 349.6 MB
EGAF00008871768 cram 5.3 GB
EGAF00008871769 cram 416.2 MB
EGAF00008871770 cram 4.2 GB
EGAF00008871771 cram 5.3 GB
EGAF00008871772 cram 5.9 GB
EGAF00008871773 cram 5.0 GB
EGAF00008871774 cram 4.1 GB
EGAF00008871775 cram 4.8 GB
EGAF00008871776 cram 7.6 GB
EGAF00008871777 cram 4.6 GB
EGAF00008871778 cram 4.1 GB
EGAF00008871779 cram 5.4 GB
EGAF00008871780 cram 5.5 GB
EGAF00008871781 cram 5.1 GB
EGAF00008871782 cram 6.3 GB
EGAF00008871783 cram 3.5 GB
EGAF00008871784 cram 4.1 GB
EGAF00008871785 cram 4.7 GB
EGAF00008871786 cram 5.1 GB
EGAF00008871787 cram 5.0 GB
EGAF00008871788 cram 332.0 MB
EGAF00008871789 cram 321.4 MB
EGAF00008871790 cram 279.0 MB
EGAF00008871791 cram 356.4 MB
EGAF00008871792 cram 387.0 MB
EGAF00008871793 cram 361.2 MB
EGAF00008871794 cram 388.7 MB
EGAF00008871795 cram 489.2 MB
EGAF00008871796 cram 304.5 MB
EGAF00008871797 cram 5.3 GB
EGAF00008871798 cram 273.9 MB
EGAF00008871799 cram 312.0 MB
EGAF00008871800 cram 449.7 MB
EGAF00008871801 cram 370.3 MB
EGAF00008871802 cram 382.9 MB
EGAF00008871803 cram 438.5 MB
EGAF00008871804 cram 479.9 MB
EGAF00008871805 cram 368.3 MB
EGAF00008871806 cram 415.3 MB
EGAF00008871807 cram 347.0 MB
EGAF00008871808 cram 5.3 GB
EGAF00008871809 cram 411.0 MB
EGAF00008871810 cram 4.2 GB
EGAF00008871811 cram 5.3 GB
EGAF00008871812 cram 5.9 GB
EGAF00008871813 cram 5.0 GB
EGAF00008871814 cram 4.0 GB
EGAF00008871815 cram 3.1 GB
EGAF00008871816 cram 4.3 GB
EGAF00008871817 cram 4.1 GB
EGAF00008871818 cram 4.0 GB
EGAF00008871819 cram 3.8 GB
EGAF00008871820 cram 3.9 GB
EGAF00008871821 cram 3.5 GB
EGAF00008871822 cram 2.7 GB
EGAF00008871823 cram 2.7 GB
EGAF00008871824 cram 3.2 GB
EGAF00008871825 cram 3.0 GB
EGAF00008871826 cram 204.5 MB
EGAF00008871827 cram 2.9 GB
EGAF00008871828 cram 165.6 MB
EGAF00008871829 cram 173.4 MB
EGAF00008871830 cram 224.8 MB
EGAF00008871831 cram 221.4 MB
EGAF00008871832 cram 217.6 MB
EGAF00008871833 cram 263.9 MB
EGAF00008871834 cram 294.2 MB
EGAF00008871835 cram 215.9 MB
EGAF00008871836 cram 255.0 MB
EGAF00008871837 cram 3.1 GB
EGAF00008871838 cram 228.8 MB
EGAF00008871839 cram 277.1 MB
EGAF00008871840 cram 311.2 MB
EGAF00008871841 cram 331.8 MB
EGAF00008871842 cram 300.0 MB
EGAF00008871843 cram 292.8 MB
EGAF00008871844 cram 265.3 MB
EGAF00008871845 cram 272.7 MB
EGAF00008871846 cram 3.3 GB
EGAF00008871847 cram 3.0 GB
EGAF00008871848 cram 3.9 GB
EGAF00008871849 cram 3.7 GB
EGAF00008871850 cram 4.0 GB
EGAF00008871851 cram 3.1 GB
EGAF00008871852 cram 4.3 GB
EGAF00008871853 cram 4.0 GB
EGAF00008871854 cram 4.0 GB
EGAF00008871855 cram 3.8 GB
EGAF00008871856 cram 3.8 GB
EGAF00008871857 cram 3.4 GB
EGAF00008871858 cram 2.6 GB
EGAF00008871859 cram 2.7 GB
EGAF00008871860 cram 3.3 GB
EGAF00008871861 cram 2.9 GB
EGAF00008871862 cram 201.9 MB
EGAF00008871863 cram 2.8 GB
EGAF00008871864 cram 162.4 MB
EGAF00008871865 cram 175.2 MB
EGAF00008871866 cram 229.8 MB
EGAF00008871867 cram 214.3 MB
EGAF00008871868 cram 214.0 MB
EGAF00008871869 cram 258.5 MB
EGAF00008871870 cram 292.8 MB
EGAF00008871871 cram 214.2 MB
EGAF00008871872 cram 256.9 MB
EGAF00008871873 cram 3.2 GB
EGAF00008871874 cram 222.9 MB
EGAF00008871875 cram 272.0 MB
EGAF00008871876 cram 312.8 MB
EGAF00008871877 cram 329.6 MB
EGAF00008871878 cram 294.4 MB
EGAF00008871879 cram 288.8 MB
EGAF00008871880 cram 265.2 MB
EGAF00008871881 cram 271.8 MB
EGAF00008871882 cram 3.4 GB
EGAF00008871883 cram 3.0 GB
EGAF00008871884 cram 3.9 GB
EGAF00008871885 cram 3.7 GB
EGAF00008871886 cram 4.0 GB
EGAF00008871887 cram 3.1 GB
EGAF00008871888 cram 4.3 GB
EGAF00008871889 cram 4.0 GB
EGAF00008871891 cram 3.7 GB
EGAF00008871892 cram 3.8 GB
EGAF00008871893 cram 3.4 GB
EGAF00008871894 cram 2.6 GB
EGAF00008871895 cram 2.7 GB
EGAF00008871896 cram 3.2 GB
EGAF00008871897 cram 2.9 GB
EGAF00008871898 cram 200.0 MB
EGAF00008871899 cram 2.8 GB
EGAF00008871900 cram 161.3 MB
EGAF00008871901 cram 172.8 MB
EGAF00008871902 cram 225.3 MB
EGAF00008871903 cram 212.7 MB
EGAF00008871904 cram 212.4 MB
EGAF00008871905 cram 255.4 MB
EGAF00008871906 cram 288.1 MB
EGAF00008871907 cram 211.4 MB
EGAF00008871908 cram 252.9 MB
EGAF00008871909 cram 3.2 GB
EGAF00008871910 cram 221.2 MB
EGAF00008871911 cram 268.1 MB
EGAF00008871912 cram 305.5 MB
EGAF00008871913 cram 323.8 MB
EGAF00008871914 cram 290.2 MB
EGAF00008871915 cram 285.0 MB
EGAF00008871916 cram 262.1 MB
EGAF00008871917 cram 267.4 MB
EGAF00008871918 cram 3.4 GB
EGAF00008871919 cram 3.0 GB
EGAF00008871920 cram 3.9 GB
EGAF00008871921 cram 3.7 GB
EGAF00008871922 cram 4.0 GB
EGAF00008871923 cram 3.1 GB
EGAF00008871924 cram 4.3 GB
EGAF00008871925 cram 4.1 GB
EGAF00008871926 cram 4.0 GB
EGAF00008871927 cram 3.8 GB
EGAF00008871928 cram 3.9 GB
EGAF00008871929 cram 3.5 GB
EGAF00008871930 cram 2.6 GB
EGAF00008871931 cram 2.7 GB
EGAF00008871932 cram 3.3 GB
EGAF00008871933 cram 3.0 GB
EGAF00008871934 cram 201.7 MB
EGAF00008871935 cram 2.8 GB
EGAF00008871936 cram 162.5 MB
EGAF00008871937 cram 173.8 MB
EGAF00008871938 cram 227.3 MB
EGAF00008871939 cram 216.1 MB
EGAF00008871940 cram 214.3 MB
EGAF00008871941 cram 259.1 MB
EGAF00008871942 cram 292.0 MB
EGAF00008871943 cram 213.5 MB
EGAF00008871944 cram 254.2 MB
EGAF00008871945 cram 3.2 GB
EGAF00008871946 cram 224.1 MB
EGAF00008871947 cram 273.3 MB
EGAF00008871948 cram 309.8 MB
EGAF00008871949 cram 329.7 MB
EGAF00008871950 cram 294.8 MB
EGAF00008871951 cram 289.2 MB
EGAF00008871952 cram 264.4 MB
EGAF00008871953 cram 271.9 MB
EGAF00008871954 cram 3.4 GB
EGAF00008871955 cram 3.0 GB
EGAF00008871956 cram 3.9 GB
EGAF00008871957 cram 3.7 GB
EGAF00008871958 cram 4.0 GB
EGAF00008871963 cram 1.7 GB
EGAF00008871964 cram 1.5 GB
EGAF00008871965 cram 1.4 GB
EGAF00008871966 cram 1.7 GB
EGAF00008871967 cram 1.2 GB
EGAF00008871968 cram 1.8 GB
EGAF00008871969 cram 1.8 GB
EGAF00008871970 cram 1.3 GB
337 Files (871.9 GB)