The application of RNA sequencing for the diagnosis and genomic classification of pediatric acute lymphoblastic leukemia.


Journal

Blood advances
ISSN: 2473-9537
Titre abrégé: Blood Adv
Pays: United States
ID NLM: 101698425

Informations de publication

Date de publication:
10 03 2020
Historique:
received: 20 09 2019
accepted: 02 02 2020
entrez: 10 3 2020
pubmed: 10 3 2020
medline: 15 5 2021
Statut: ppublish

Résumé

Acute lymphoblastic leukemia (ALL) is the most common childhood malignancy, and implementation of risk-adapted therapy has been instrumental in the dramatic improvements in clinical outcomes. A key to risk-adapted therapies includes the identification of genomic features of individual tumors, including chromosome number (for hyper- and hypodiploidy) and gene fusions, notably ETV6-RUNX1, TCF3-PBX1, and BCR-ABL1 in B-cell ALL (B-ALL). RNA-sequencing (RNA-seq) of large ALL cohorts has expanded the number of recurrent gene fusions recognized as drivers in ALL, and identification of these new entities will contribute to refining ALL risk stratification. We used RNA-seq on 126 ALL patients from our clinical service to test the utility of including RNA-seq in standard-of-care diagnostic pipelines to detect gene rearrangements and IKZF1 deletions. RNA-seq identified 86% of rearrangements detected by standard-of-care diagnostics. KMT2A (MLL) rearrangements, although usually identified, were the most commonly missed by RNA-seq as a result of low expression. RNA-seq identified rearrangements that were not detected by standard-of-care testing in 9 patients. These were found in patients who were not classifiable using standard molecular assessment. We developed an approach to detect the most common IKZF1 deletion from RNA-seq data and validated this using an RQ-PCR assay. We applied an expression classifier to identify Philadelphia chromosome-like B-ALL patients. T-ALL proved a rich source of novel gene fusions, which have clinical implications or provide insights into disease biology. Our experience shows that RNA-seq can be implemented within an individual clinical service to enhance the current molecular diagnostic risk classification of ALL.

Identifiants

pubmed: 32150610
pii: S2473-9529(20)31458-0
doi: 10.1182/bloodadvances.2019001008
pmc: PMC7065479
doi:

Substances chimiques

Oncogene Proteins, Fusion 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

930-942

Commentaires et corrections

Type : ErratumIn

Informations de copyright

© 2020 by The American Society of Hematology.

Références

Nat Genet. 2016 Dec;48(12):1481-1489
pubmed: 27776115
Blood. 2008 Jun 15;111(12):5477-85
pubmed: 18388178
Cancer Lett. 2017 Nov 1;408:92-101
pubmed: 28866095
J Clin Oncol. 2012 Sep 1;30(25):3100-8
pubmed: 22851563
Nat Genet. 2015 Sep;47(9):1020-1029
pubmed: 26214592
Oncotarget. 2015 Feb 20;6(5):2754-66
pubmed: 25595890
Blood. 2016 May 19;127(20):2391-405
pubmed: 27069254
Nat Genet. 2019 Feb;51(2):296-307
pubmed: 30643249
Leukemia. 2005 May;19(5):734-40
pubmed: 15789069
Leuk Lymphoma. 2017 Apr;58(4):950-958
pubmed: 27855558
N Engl J Med. 2014 Sep 11;371(11):1005-15
pubmed: 25207766
Leukemia. 2016 Jan;30(1):32-8
pubmed: 26202931
Blood. 2000 Jul 1;96(1):24-33
pubmed: 10891426
Genome Biol. 2019 Oct 21;20(1):213
pubmed: 31639029
J Clin Oncol. 2012 May 10;30(14):1663-9
pubmed: 22412151
Bioinformatics. 2014 Apr 1;30(7):923-30
pubmed: 24227677
Gigascience. 2018 Jul 1;7(7):
pubmed: 29982439
Blood. 2018 Aug 23;132(8):815-824
pubmed: 29997224
Nat Commun. 2016 Jun 06;7:11790
pubmed: 27265895
CA Cancer J Clin. 2014 Mar-Apr;64(2):83-103
pubmed: 24488779
J Clin Oncol. 1996 Jan;14(1):18-24
pubmed: 8558195
Nat Rev Clin Oncol. 2015 Jun;12(6):344-57
pubmed: 25781572
J Clin Oncol. 2014 Sep 20;32(27):3012-20
pubmed: 25049327
J Mol Diagn. 2019 Jan;21(1):163-170
pubmed: 30347268
Leukemia. 2009 Jan;23(1):134-43
pubmed: 19020546
Blood Adv. 2017 Aug 30;1(20):1657-1671
pubmed: 29296813
Nat Genet. 2017 Aug;49(8):1211-1218
pubmed: 28671688
Front Pediatr. 2017 Dec 04;5:258
pubmed: 29255701
Lancet Oncol. 2009 Feb;10(2):125-34
pubmed: 19138562
Nature. 2007 Apr 12;446(7137):758-64
pubmed: 17344859
Blood. 2007 Feb 1;109(3):926-35
pubmed: 17003380
Lancet Oncol. 2009 Feb;10(2):147-56
pubmed: 19147408
Proc Natl Acad Sci U S A. 2018 Dec 11;115(50):E11711-E11720
pubmed: 30487223
Haematologica. 2018 Feb;103(2):e73-e77
pubmed: 29170250
Blood. 2015 Dec 24;126(26):2896-9
pubmed: 26527677
Leukemia. 2019 Sep;33(9):2306-2340
pubmed: 30899083
Blood. 2017 Jun 22;129(25):3352-3361
pubmed: 28408464
J Clin Oncol. 2016 Aug 1;34(22):2591-601
pubmed: 27269950
Genome Med. 2015 May 11;7(1):43
pubmed: 26019724
Proc Natl Acad Sci U S A. 2009 Jun 9;106(23):9414-8
pubmed: 19470474
N Engl J Med. 2009 Jan 29;360(5):470-80
pubmed: 19129520
Nat Methods. 2017 Apr;14(4):417-419
pubmed: 28263959
J Clin Oncol. 2003 Oct 1;21(19):3616-22
pubmed: 14512392

Auteurs

Lauren M Brown (LM)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.

Andrew Lonsdale (A)

Murdoch Children's Research Institute, Parkville, VIC, Australia.

Andrea Zhu (A)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Royal Children's Hospital, Parkville, VIC, Australia.

Nadia M Davidson (NM)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
School of BioSciences, University of Melbourne, Parkville, VIC, Australia.

Breon Schmidt (B)

Murdoch Children's Research Institute, Parkville, VIC, Australia.

Anthony Hawkins (A)

Murdoch Children's Research Institute, Parkville, VIC, Australia.

Elise Wallach (E)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Royal Children's Hospital, Parkville, VIC, Australia.

Michelle Martin (M)

Royal Children's Hospital, Parkville, VIC, Australia.

Francoise M Mechinaud (FM)

Royal Children's Hospital, Parkville, VIC, Australia.

Seong Lin Khaw (SL)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
Royal Children's Hospital, Parkville, VIC, Australia.
Walter and Eliza Hall Institute, Parkville, VIC, Australia.

Ray C Bartolo (RC)

Murdoch Children's Research Institute, Parkville, VIC, Australia.

Louise E A Ludlow (LEA)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.

Jackie Challis (J)

Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Parkville, VIC, Australia.

Ian Brooks (I)

Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Parkville, VIC, Australia.

Vida Petrovic (V)

Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Parkville, VIC, Australia.

Nicola C Venn (NC)

Children's Cancer Institute, University of New South Wales, Sydney, NSW, Australia.

Rosemary Sutton (R)

Children's Cancer Institute, University of New South Wales, Sydney, NSW, Australia.

Ian J Majewski (IJ)

Walter and Eliza Hall Institute, Parkville, VIC, Australia.
Faculty of Medicine, Dentistry, and Health Sciences, University of Melbourne, Parkville, VIC, Australia; and.

Alicia Oshlack (A)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
School of BioSciences, University of Melbourne, Parkville, VIC, Australia.
Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Paul G Ekert (PG)

Murdoch Children's Research Institute, Parkville, VIC, Australia.
Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Royal Children's Hospital, Parkville, VIC, Australia.
Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH