HemaSphere · 2022 · 10 citations · 39 references
MedicineGeneticsOncologyCancer GeneticsGenomicsMolecular OncologyCancer GenomicsNext-generation Sequencing In OncologyOncogene MutationsPediatric Cancer GeneticsPediatric LeukemiasRas Family OncogenesDuplex SequencingNext-generation Sequencing-based DetectionNonsynonymous MutationsNras MutationOncogenic Ras MutationsPik3ca MutationsRelapsed Acute Lymphoblastic LeukemiaTargeted Sequencing
Infant acute lymphoblastic leukemia (ALL) with KMT2A -gene rearrangements ( KMT2A -r) have few mutations and a poor prognosis. To uncover mutations that are below the detection of standard next-generation sequencing (NGS), a combination of targeted duplex sequencing and NGS was applied on 20 infants and 7 children with KMT2A -r ALL, 5 longitudinal and 6 paired relapse samples. Of identified nonsynonymous mutations, 87 had been previously implicated in cancer and targeted genes recurrently altered in KMT2A -r leukemia and included mutations in KRAS , NRAS , FLT3 , TP53 , PIK3CA , PAX5 , PIK3R1 , and PTPN11 , with infants having fewer such mutations. Of identified cancer-associated mutations, 62% were below the resolution of standard NGS. Only 33 of 87 mutations exceeded 2% of cellular prevalence and most-targeted PI3K/RAS genes (31/33) and typically KRAS/NRAS . Five patients only had low-frequency PI3K/RAS mutations without a higher-frequency signaling mutation. Further, drug-resistant clones with FLT3 D835H or NRAS G13D/G12S mutations that comprised only 0.06% to 0.34% of diagnostic cells, expanded at relapse. Finally, in longitudinal samples, the relapse clone persisted as a minor subclone from diagnosis and through treatment before expanding during the last month of disease. Together, we demonstrate that infant and childhood KMT2A -r ALL harbor low-frequency cancer-associated mutations, implying a vast subclonal genetic landscape.
39
Trimmomatic: a flexible trimmer for Illumina sequence data
Anthony Bolger, Marc Lohse, Björn Usadel · Bioinformatics · 2014 · 69.7K citations · Full text
The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
Analysis of protein-coding genetic variation in 60,706 humans
Monkol Lek, Konrad J. Karczewski, Eric Vallabh Minikel et al. · Nature · 2016 · 10.3K citations · Full text
The mutational constraint spectrum quantified from variation in 141,456 humans
Konrad J. Karczewski, Laurent C. Francioli, Grace Tiao et al. · Nature · 2020 · 10.1K citations · Full text
Primer3—new capabilities and interfaces
Andreas Untergasser, Ioana Cutcutache, Triinu Kõressaar et al. · Nucleic Acids Research · 2012 · 9.8K citations · Full text