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Swarm Learning to identify COVID-19, tuberculosis and leukemia patients based on blood transcriptomes

Identification of patients with life-threatening diseases including leukemias or infections such as tuberculosis or COVID-19 is an important goal of modern precision medicine. However, there is an increasing divide between what is technically possible and what is allowed because of privacy legislation. We have recently illustrated that classical machine learning can identify leukemia patients based on their blood transcriptomes. To facilitate integration of any omics data from any data owner world-wide without violating privacy laws, we here introduce Swarm Learning (SL), a decentralized machine learning approach uniting edge computing, artificial intelligence (AI), blockchain and privacy protection without the need for a central coordinator thereby going beyond federated learning. To illustrate its feasibility, using more than 12,000 transcriptomes from peripheral blood mononuclear cells and more than 2,000 peripheral blood transcriptomes we demonstrate that SL of omics data distributed across different individual sites leads to disease classifiers that outperform those developed at individual sites. Yet, SL completely protects local privacy regulations by design. We propose this approach to noticeably accelerate the introduction of precision medicine.

Request Access

whole blood COVID-19 data access policy

Access to data generated is made available by completing the data access agreement for review by the data access committee and will be granted exclusively to qualified investigators for appropriate use.

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
EGAS00001004502 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 Located in
EGAF00004150366 fastq.gz 3.0 GB
EGAF00004150367 fastq.gz 3.2 GB
EGAF00004150368 fastq.gz 3.4 GB
EGAF00004150369 fastq.gz 3.5 GB
EGAF00004150372 fastq.gz 2.4 GB
EGAF00004150373 fastq.gz 2.5 GB
EGAF00004150374 fastq.gz 2.4 GB
EGAF00004150375 fastq.gz 2.6 GB
EGAF00004150376 fastq.gz 2.3 GB
EGAF00004150377 fastq.gz 2.5 GB
EGAF00004150378 fastq.gz 5.3 GB
EGAF00004150379 fastq.gz 5.5 GB
EGAF00004150380 fastq.gz 2.7 GB
EGAF00004150381 fastq.gz 2.8 GB
EGAF00004150382 fastq.gz 2.4 GB
EGAF00004150383 fastq.gz 2.5 GB
EGAF00004150384 fastq.gz 2.8 GB
EGAF00004150385 fastq.gz 3.1 GB
EGAF00004150386 fastq.gz 3.3 GB
EGAF00004150387 fastq.gz 3.6 GB
EGAF00004150388 fastq.gz 3.4 GB
EGAF00004150389 fastq.gz 3.6 GB
EGAF00004150390 fastq.gz 4.9 GB
EGAF00004150391 fastq.gz 5.1 GB
EGAF00004150392 fastq.gz 2.2 GB
EGAF00004150393 fastq.gz 2.2 GB
EGAF00004150394 fastq.gz 2.0 GB
EGAF00004150395 fastq.gz 2.2 GB
EGAF00004150396 fastq.gz 3.3 GB
EGAF00004150397 fastq.gz 3.8 GB
EGAF00004150398 fastq.gz 3.0 GB
EGAF00004150399 fastq.gz 3.1 GB
EGAF00004150400 fastq.gz 2.2 GB
EGAF00004150401 fastq.gz 2.4 GB
EGAF00004150402 fastq.gz 2.5 GB
EGAF00004150403 fastq.gz 2.8 GB
EGAF00004150404 fastq.gz 1.4 GB
EGAF00004150405 fastq.gz 1.6 GB
EGAF00004150406 fastq.gz 3.3 GB
EGAF00004150407 fastq.gz 3.5 GB
EGAF00004150408 fastq.gz 2.5 GB
EGAF00004150409 fastq.gz 2.6 GB
EGAF00004150410 fastq.gz 4.8 GB
EGAF00004150411 fastq.gz 4.9 GB
EGAF00004150412 fastq.gz 1.8 GB
EGAF00004150413 fastq.gz 1.9 GB
EGAF00004150414 fastq.gz 3.0 GB
EGAF00004150415 fastq.gz 3.3 GB
EGAF00004150416 fastq.gz 2.0 GB
EGAF00004150417 fastq.gz 2.0 GB
EGAF00004150418 fastq.gz 2.8 GB
EGAF00004150419 fastq.gz 3.0 GB
EGAF00004150420 fastq.gz 3.6 GB
EGAF00004150421 fastq.gz 3.9 GB
EGAF00004150422 fastq.gz 2.2 GB
EGAF00004150423 fastq.gz 2.3 GB
EGAF00004150424 fastq.gz 1.2 GB
EGAF00004150425 fastq.gz 1.3 GB
EGAF00004150426 fastq.gz 2.9 GB
EGAF00004150427 fastq.gz 3.1 GB
EGAF00004150428 fastq.gz 9.0 GB
EGAF00004150429 fastq.gz 9.5 GB
EGAF00004150430 fastq.gz 2.7 GB
EGAF00004150431 fastq.gz 2.8 GB
EGAF00004150432 fastq.gz 748.1 MB
EGAF00004150433 fastq.gz 839.5 MB
EGAF00004150434 fastq.gz 2.8 GB
EGAF00004150435 fastq.gz 3.1 GB
EGAF00004150436 fastq.gz 3.3 GB
EGAF00004150437 fastq.gz 3.4 GB
EGAF00004150438 fastq.gz 5.7 GB
EGAF00004150439 fastq.gz 6.1 GB
EGAF00004150440 fastq.gz 3.5 GB
EGAF00004150441 fastq.gz 3.8 GB
EGAF00004150442 fastq.gz 4.2 GB
EGAF00004150443 fastq.gz 4.4 GB
EGAF00004150444 fastq.gz 2.5 GB
EGAF00004150445 fastq.gz 2.5 GB
EGAF00004150446 fastq.gz 2.1 GB
EGAF00004150447 fastq.gz 2.3 GB
EGAF00004150448 fastq.gz 2.5 GB
EGAF00004150449 fastq.gz 2.6 GB
EGAF00004150450 fastq.gz 5.1 GB
EGAF00004150451 fastq.gz 5.6 GB
EGAF00004150452 fastq.gz 5.6 GB
EGAF00004150453 fastq.gz 5.8 GB
EGAF00004150454 fastq.gz 2.1 GB
EGAF00004150455 fastq.gz 2.3 GB
EGAF00004150456 fastq.gz 1.8 GB
EGAF00004150457 fastq.gz 2.0 GB
EGAF00004150458 fastq.gz 3.3 GB
EGAF00004150459 fastq.gz 3.4 GB
EGAF00004150460 fastq.gz 2.1 GB
EGAF00004150461 fastq.gz 2.2 GB
EGAF00004150462 fastq.gz 2.3 GB
EGAF00004150463 fastq.gz 2.4 GB
EGAF00004150464 fastq.gz 2.5 GB
EGAF00004150465 fastq.gz 2.6 GB
EGAF00004150466 fastq.gz 4.1 GB
EGAF00004150467 fastq.gz 4.2 GB
EGAF00004150468 fastq.gz 4.1 GB
EGAF00004150469 fastq.gz 4.2 GB
EGAF00004150470 fastq.gz 1.3 GB
EGAF00004150471 fastq.gz 1.5 GB
EGAF00004150472 fastq.gz 1.2 GB
EGAF00004150473 fastq.gz 1.3 GB
EGAF00004150474 fastq.gz 1.2 GB
EGAF00004150475 fastq.gz 1.3 GB
EGAF00004150476 fastq.gz 1.2 GB
EGAF00004150477 fastq.gz 1.3 GB
EGAF00004150478 fastq.gz 1.2 GB
EGAF00004150479 fastq.gz 1.4 GB
EGAF00004150480 fastq.gz 1.0 GB
EGAF00004150481 fastq.gz 1.2 GB
EGAF00004150482 fastq.gz 1.1 GB
EGAF00004150483 fastq.gz 1.2 GB
EGAF00004150484 fastq.gz 1.1 GB
EGAF00004150485 fastq.gz 1.3 GB
EGAF00004150486 fastq.gz 1.0 GB
EGAF00004150487 fastq.gz 1.1 GB
EGAF00004150488 fastq.gz 1.4 GB
EGAF00004150489 fastq.gz 1.6 GB
EGAF00004150490 fastq.gz 1.3 GB
EGAF00004150491 fastq.gz 1.5 GB
EGAF00004150492 fastq.gz 1.3 GB
EGAF00004150493 fastq.gz 1.5 GB
EGAF00004150494 fastq.gz 1.3 GB
EGAF00004150495 fastq.gz 1.5 GB
EGAF00004150496 fastq.gz 1.1 GB
EGAF00004150497 fastq.gz 1.2 GB
EGAF00004150498 fastq.gz 690.4 MB
EGAF00004150499 fastq.gz 780.9 MB
EGAF00004150500 fastq.gz 1.1 GB
EGAF00004150501 fastq.gz 1.3 GB
EGAF00004150502 fastq.gz 1.3 GB
EGAF00004150503 fastq.gz 1.4 GB
EGAF00004150504 fastq.gz 1.2 GB
EGAF00004150505 fastq.gz 1.4 GB
EGAF00004150506 fastq.gz 1.4 GB
EGAF00004150507 fastq.gz 1.6 GB
EGAF00004150508 fastq.gz 1.1 GB
EGAF00004150509 fastq.gz 1.3 GB
EGAF00004150510 fastq.gz 1.5 GB
EGAF00004150511 fastq.gz 1.7 GB
EGAF00004150512 fastq.gz 998.6 MB
EGAF00004150513 fastq.gz 1.1 GB
EGAF00004150514 fastq.gz 1.2 GB
EGAF00004150515 fastq.gz 1.3 GB
EGAF00004150516 fastq.gz 1.0 GB
EGAF00004150517 fastq.gz 1.2 GB
EGAF00004150518 fastq.gz 1.4 GB
EGAF00004150519 fastq.gz 1.5 GB
EGAF00004150520 fastq.gz 1.2 GB
EGAF00004150521 fastq.gz 1.4 GB
EGAF00004150522 fastq.gz 1.3 GB
EGAF00004150523 fastq.gz 1.4 GB
EGAF00004150524 fastq.gz 1.4 GB
EGAF00004150525 fastq.gz 1.5 GB
EGAF00004150526 fastq.gz 1.3 GB
EGAF00004150527 fastq.gz 1.4 GB
EGAF00004150528 fastq.gz 930.7 MB
EGAF00004150529 fastq.gz 1.1 GB
EGAF00004150530 fastq.gz 969.9 MB
EGAF00004150531 fastq.gz 1.1 GB
EGAF00004150532 fastq.gz 1.1 GB
EGAF00004150533 fastq.gz 1.2 GB
EGAF00004150534 fastq.gz 1.3 GB
EGAF00004150535 fastq.gz 1.4 GB
EGAF00004150536 fastq.gz 1.3 GB
EGAF00004150537 fastq.gz 1.5 GB
EGAF00004150538 fastq.gz 1.6 GB
EGAF00004150539 fastq.gz 1.8 GB
EGAF00004150540 fastq.gz 1.2 GB
EGAF00004150541 fastq.gz 1.3 GB
EGAF00004150542 fastq.gz 1.2 GB
EGAF00004150543 fastq.gz 1.4 GB
EGAF00004150544 fastq.gz 1.2 GB
EGAF00004150545 fastq.gz 1.3 GB
EGAF00004150546 fastq.gz 1.1 GB
EGAF00004150547 fastq.gz 1.3 GB
EGAF00004150548 fastq.gz 1.1 GB
EGAF00004150549 fastq.gz 1.2 GB
EGAF00004150550 fastq.gz 1.3 GB
EGAF00004150551 fastq.gz 1.5 GB
EGAF00004150552 fastq.gz 1.2 GB
EGAF00004150553 fastq.gz 1.4 GB
EGAF00004150554 fastq.gz 1.1 GB
EGAF00004150555 fastq.gz 1.2 GB
EGAF00004150556 fastq.gz 1.2 GB
EGAF00004150557 fastq.gz 1.4 GB
EGAF00004150558 fastq.gz 1.4 GB
EGAF00004150559 fastq.gz 1.7 GB
EGAF00004150560 fastq.gz 1.1 GB
EGAF00004150561 fastq.gz 1.3 GB
EGAF00004150562 fastq.gz 1.2 GB
EGAF00004150563 fastq.gz 1.4 GB
EGAF00004150564 fastq.gz 710.5 MB
EGAF00004150565 fastq.gz 833.4 MB
EGAF00004150566 fastq.gz 1.3 GB
EGAF00004150567 fastq.gz 1.4 GB
EGAF00004150568 fastq.gz 1.2 GB
EGAF00004150569 fastq.gz 1.4 GB
EGAF00004150570 fastq.gz 1.6 GB
EGAF00004150571 fastq.gz 1.8 GB
EGAF00004150572 fastq.gz 1.1 GB
EGAF00004150573 fastq.gz 1.2 GB
EGAF00004150574 fastq.gz 1.2 GB
EGAF00004150575 fastq.gz 1.3 GB
EGAF00004150576 fastq.gz 982.4 MB
EGAF00004150577 fastq.gz 1.1 GB
EGAF00004150578 fastq.gz 1.1 GB
EGAF00004150579 fastq.gz 1.2 GB
EGAF00004150580 fastq.gz 1.1 GB
EGAF00004150581 fastq.gz 1.2 GB
EGAF00004150582 fastq.gz 1.2 GB
EGAF00004150583 fastq.gz 1.4 GB
EGAF00004150584 fastq.gz 1.1 GB
EGAF00004150585 fastq.gz 1.2 GB
EGAF00004150586 fastq.gz 1.5 GB
EGAF00004150587 fastq.gz 1.6 GB
EGAF00004150588 fastq.gz 1.4 GB
EGAF00004150589 fastq.gz 1.6 GB
EGAF00004150590 fastq.gz 936.6 MB
EGAF00004150591 fastq.gz 1.0 GB
EGAF00004150592 fastq.gz 1.1 GB
EGAF00004150593 fastq.gz 1.2 GB
EGAF00004150594 fastq.gz 1.0 GB
EGAF00004150595 fastq.gz 1.1 GB
EGAF00004150596 fastq.gz 923.5 MB
EGAF00004150597 fastq.gz 1.0 GB
EGAF00004150598 fastq.gz 1.2 GB
EGAF00004150599 fastq.gz 1.3 GB
EGAF00004150600 fastq.gz 1.3 GB
EGAF00004150601 fastq.gz 1.5 GB
EGAF00004150602 fastq.gz 1.6 GB
EGAF00004150603 fastq.gz 1.9 GB
EGAF00004150604 fastq.gz 1.3 GB
EGAF00004150605 fastq.gz 1.4 GB
EGAF00004150606 fastq.gz 1.5 GB
EGAF00004150607 fastq.gz 1.6 GB
EGAF00004150608 fastq.gz 1.1 GB
EGAF00004150609 fastq.gz 1.3 GB
EGAF00004150610 fastq.gz 1.2 GB
EGAF00004150611 fastq.gz 1.4 GB
EGAF00004150612 fastq.gz 788.2 MB
EGAF00004150613 fastq.gz 881.0 MB
EGAF00004150614 fastq.gz 1.2 GB
EGAF00004150615 fastq.gz 1.3 GB
EGAF00004150616 fastq.gz 1.1 GB
EGAF00004150617 fastq.gz 1.3 GB
EGAF00004150618 fastq.gz 1.5 GB
EGAF00004150619 fastq.gz 1.7 GB
EGAF00004150620 fastq.gz 254.8 MB
EGAF00004150621 fastq.gz 281.5 MB
EGAF00004150622 fastq.gz 1.3 GB
EGAF00004150623 fastq.gz 1.4 GB
EGAF00004150624 fastq.gz 464.4 MB
EGAF00004150625 fastq.gz 514.6 MB
EGAF00004150626 fastq.gz 1.4 GB
EGAF00004150627 fastq.gz 1.5 GB
EGAF00004150628 fastq.gz 1.4 GB
EGAF00004150629 fastq.gz 1.6 GB
EGAF00004150630 fastq.gz 1.5 GB
EGAF00004150631 fastq.gz 1.6 GB
EGAF00004150632 fastq.gz 1.5 GB
EGAF00004150633 fastq.gz 1.6 GB
EGAF00004150634 fastq.gz 1.5 GB
EGAF00004150635 fastq.gz 1.7 GB
EGAF00004150636 fastq.gz 1.1 GB
EGAF00004150637 fastq.gz 1.2 GB
EGAF00004150638 fastq.gz 430.0 MB
EGAF00004150639 fastq.gz 494.4 MB
EGAF00004150640 fastq.gz 770.3 MB
EGAF00004150641 fastq.gz 854.3 MB
EGAF00004150642 fastq.gz 1.6 GB
EGAF00004150643 fastq.gz 1.8 GB
EGAF00004150644 fastq.gz 1.5 GB
EGAF00004150645 fastq.gz 1.7 GB
EGAF00004150646 fastq.gz 1.4 GB
EGAF00004150647 fastq.gz 1.5 GB
EGAF00004150648 fastq.gz 1.4 GB
EGAF00004150649 fastq.gz 1.6 GB
EGAF00004150650 fastq.gz 1.4 GB
EGAF00004150651 fastq.gz 1.7 GB
EGAF00004150652 fastq.gz 572.9 MB
EGAF00004150653 fastq.gz 653.6 MB
EGAF00004150654 fastq.gz 848.4 MB
EGAF00004150655 fastq.gz 914.6 MB
EGAF00005203610 fastq.gz 616.9 MB
EGAF00005203611 fastq.gz 642.1 MB
EGAF00005203612 fastq.gz 851.1 MB
EGAF00005203613 fastq.gz 895.2 MB
EGAF00005203614 fastq.gz 524.1 MB
EGAF00005203615 fastq.gz 572.8 MB
EGAF00005203616 fastq.gz 1.1 GB
EGAF00005203617 fastq.gz 1.1 GB
EGAF00005203618 fastq.gz 631.3 MB
EGAF00005203619 fastq.gz 679.7 MB
EGAF00005203620 fastq.gz 1.8 GB
EGAF00005203621 fastq.gz 1.8 GB
EGAF00005203622 fastq.gz 398.6 MB
EGAF00005203623 fastq.gz 440.6 MB
EGAF00005203624 fastq.gz 3.7 GB
EGAF00005203625 fastq.gz 4.1 GB
EGAF00005203626 fastq.gz 1.8 GB
EGAF00005203627 fastq.gz 1.9 GB
EGAF00005203628 fastq.gz 2.9 GB
EGAF00005203629 fastq.gz 3.0 GB
EGAF00005203630 fastq.gz 1.7 GB
EGAF00005203631 fastq.gz 1.8 GB
EGAF00005203632 fastq.gz 1.2 GB
EGAF00005203633 fastq.gz 1.2 GB
EGAF00005203634 fastq.gz 1.2 GB
EGAF00005203635 fastq.gz 1.3 GB
EGAF00005203636 fastq.gz 1.1 GB
EGAF00005203637 fastq.gz 1.1 GB
EGAF00005203638 fastq.gz 3.6 GB
EGAF00005203639 fastq.gz 3.7 GB
EGAF00005203640 fastq.gz 4.1 GB
EGAF00005203641 fastq.gz 4.2 GB
EGAF00005203642 fastq.gz 768.1 MB
EGAF00005203643 fastq.gz 814.9 MB
EGAF00005203644 fastq.gz 4.1 GB
EGAF00005203645 fastq.gz 4.3 GB
EGAF00005203646 fastq.gz 3.3 GB
EGAF00005203647 fastq.gz 3.4 GB
EGAF00005203648 fastq.gz 4.9 GB
EGAF00005203649 fastq.gz 5.0 GB
EGAF00005203650 fastq.gz 2.7 GB
EGAF00005203651 fastq.gz 2.8 GB
EGAF00005203652 fastq.gz 786.5 MB
EGAF00005203653 fastq.gz 860.8 MB
EGAF00005203654 fastq.gz 532.7 MB
EGAF00005203655 fastq.gz 586.6 MB
EGAF00005203656 fastq.gz 704.0 MB
EGAF00005203657 fastq.gz 761.6 MB
EGAF00005203658 fastq.gz 580.4 MB
EGAF00005203659 fastq.gz 612.7 MB
EGAF00005203660 fastq.gz 354.8 MB
EGAF00005203661 fastq.gz 393.0 MB
EGAF00005203662 fastq.gz 517.2 MB
EGAF00005203663 fastq.gz 536.8 MB
EGAF00005203664 fastq.gz 462.5 MB
EGAF00005203665 fastq.gz 509.9 MB
EGAF00005203666 fastq.gz 604.0 MB
EGAF00005203667 fastq.gz 625.1 MB
EGAF00005203668 fastq.gz 990.2 MB
EGAF00005203669 fastq.gz 1.0 GB
EGAF00005203670 fastq.gz 836.6 MB
EGAF00005203671 fastq.gz 887.6 MB
EGAF00005203672 fastq.gz 3.6 GB
EGAF00005203673 fastq.gz 3.8 GB
EGAF00005203674 fastq.gz 1.3 GB
EGAF00005203675 fastq.gz 1.4 GB
EGAF00005203676 fastq.gz 2.4 GB
EGAF00005203677 fastq.gz 2.4 GB
EGAF00005203678 fastq.gz 2.0 GB
EGAF00005203679 fastq.gz 2.1 GB
EGAF00005203680 fastq.gz 2.1 GB
EGAF00005203681 fastq.gz 2.1 GB
EGAF00005203682 fastq.gz 853.2 MB
EGAF00005203683 fastq.gz 942.3 MB
EGAF00005203684 fastq.gz 2.1 GB
EGAF00005203685 fastq.gz 2.1 GB
EGAF00005203686 fastq.gz 3.1 GB
EGAF00005203687 fastq.gz 3.2 GB
EGAF00005203688 fastq.gz 1.1 GB
EGAF00005203689 fastq.gz 1.1 GB
EGAF00005203690 fastq.gz 4.3 GB
EGAF00005203691 fastq.gz 4.5 GB
EGAF00005203692 fastq.gz 4.3 GB
EGAF00005203693 fastq.gz 4.4 GB
EGAF00005203694 fastq.gz 4.2 GB
EGAF00005203695 fastq.gz 4.4 GB
EGAF00005203696 fastq.gz 5.9 GB
EGAF00005203697 fastq.gz 6.1 GB
EGAF00005203698 fastq.gz 5.2 GB
EGAF00005203699 fastq.gz 5.4 GB
EGAF00005203700 fastq.gz 2.4 GB
EGAF00005203701 fastq.gz 2.5 GB
EGAF00005203702 fastq.gz 4.9 GB
EGAF00005203703 fastq.gz 5.1 GB
EGAF00005203704 fastq.gz 2.8 GB
EGAF00005203705 fastq.gz 2.9 GB
EGAF00005203706 fastq.gz 4.3 GB
EGAF00005203707 fastq.gz 4.4 GB
EGAF00005203708 fastq.gz 434.7 MB
EGAF00005203709 fastq.gz 448.9 MB
EGAF00005203710 fastq.gz 1.3 GB
EGAF00005203711 fastq.gz 1.4 GB
EGAF00005203712 fastq.gz 2.6 GB
EGAF00005203713 fastq.gz 2.7 GB
EGAF00005203714 fastq.gz 996.2 MB
EGAF00005203715 fastq.gz 1.1 GB
EGAF00005203716 fastq.gz 2.1 GB
EGAF00005203717 fastq.gz 2.2 GB
EGAF00005203718 fastq.gz 2.1 GB
EGAF00005203719 fastq.gz 2.2 GB
EGAF00005203720 fastq.gz 2.5 GB
EGAF00005203721 fastq.gz 2.6 GB
EGAF00005203722 fastq.gz 3.1 GB
EGAF00005203723 fastq.gz 3.2 GB
EGAF00005203724 fastq.gz 988.8 MB
EGAF00005203725 fastq.gz 997.2 MB
EGAF00005203726 fastq.gz 741.6 MB
EGAF00005203727 fastq.gz 803.2 MB
EGAF00005203728 fastq.gz 1.4 GB
EGAF00005203729 fastq.gz 1.4 GB
EGAF00005203730 fastq.gz 2.8 GB
EGAF00005203731 fastq.gz 3.0 GB
EGAF00005203732 fastq.gz 2.7 GB
EGAF00005203733 fastq.gz 2.9 GB
EGAF00005203734 fastq.gz 367.7 MB
EGAF00005203735 fastq.gz 402.3 MB
EGAF00005203736 fastq.gz 4.0 GB
EGAF00005203737 fastq.gz 4.2 GB
EGAF00005203738 fastq.gz 474.0 MB
EGAF00005203739 fastq.gz 502.9 MB
EGAF00005203740 fastq.gz 476.3 MB
EGAF00005203741 fastq.gz 505.3 MB
EGAF00005203742 fastq.gz 2.1 GB
EGAF00005203743 fastq.gz 2.2 GB
EGAF00005203744 fastq.gz 385.4 MB
EGAF00005203745 fastq.gz 421.1 MB
EGAF00005203746 fastq.gz 535.4 MB
EGAF00005203747 fastq.gz 559.6 MB
EGAF00005203748 fastq.gz 503.8 MB
EGAF00005203749 fastq.gz 548.0 MB
EGAF00005203750 fastq.gz 677.2 MB
EGAF00005203751 fastq.gz 699.2 MB
EGAF00005203752 fastq.gz 923.9 MB
EGAF00005203753 fastq.gz 960.3 MB
EGAF00005203754 fastq.gz 2.5 GB
EGAF00005203755 fastq.gz 2.8 GB
EGAF00005203756 fastq.gz 1.6 GB
EGAF00005203757 fastq.gz 1.8 GB
EGAF00005203758 fastq.gz 664.4 MB
EGAF00005203759 fastq.gz 700.7 MB
EGAF00005203760 fastq.gz 999.1 MB
EGAF00005203761 fastq.gz 1.1 GB
EGAF00005203762 fastq.gz 1.3 GB
EGAF00005203763 fastq.gz 1.3 GB
EGAF00005203764 fastq.gz 318.0 MB
EGAF00005203765 fastq.gz 336.8 MB
EGAF00005203766 fastq.gz 1.1 GB
EGAF00005203767 fastq.gz 1.2 GB
EGAF00005203768 fastq.gz 530.1 MB
EGAF00005203769 fastq.gz 557.3 MB
EGAF00005203770 fastq.gz 837.8 MB
EGAF00005203771 fastq.gz 862.9 MB
EGAF00005203772 fastq.gz 613.7 MB
EGAF00005203773 fastq.gz 648.9 MB
EGAF00005203774 fastq.gz 715.0 MB
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EGAF00005204552 fastq.gz 3.7 GB
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EGAF00005204554 fastq.gz 436.1 MB
EGAF00005204555 fastq.gz 477.7 MB
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EGAF00005204559 fastq.gz 844.3 MB
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EGAF00005204573 fastq.gz 1.2 GB
EGAF00005204574 fastq.gz 761.3 MB
EGAF00005204575 fastq.gz 811.5 MB
EGAF00005204576 fastq.gz 922.7 MB
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EGAF00005204579 fastq.gz 701.2 MB
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EGAF00005204582 fastq.gz 1.1 GB
EGAF00005204583 fastq.gz 1.4 GB
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EGAF00005204585 fastq.gz 1.7 GB
EGAF00005204586 fastq.gz 2.7 GB
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EGAF00005204588 fastq.gz 569.6 MB
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EGAF00005204590 fastq.gz 591.3 MB
EGAF00005204591 fastq.gz 619.0 MB
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EGAF00005204593 fastq.gz 920.6 MB
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EGAF00005204596 fastq.gz 721.1 MB
EGAF00005204597 fastq.gz 781.8 MB
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EGAF00005204599 fastq.gz 1.1 GB
EGAF00005204600 fastq.gz 771.8 MB
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EGAF00005204605 fastq.gz 796.9 MB
EGAF00005204606 fastq.gz 688.1 MB
EGAF00005204607 fastq.gz 708.3 MB
1286 Files (2.5 TB)