<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Pilheden M</submitter><funding>European Hematology Association</funding><funding>NCI NIH HHS</funding><pagination>e785</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC9529062</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>6(10)</volume><pubmed_abstract>Infant acute lymphoblastic leukemia (ALL) with &lt;i>KMT2A&lt;/i>-gene rearrangements (&lt;i>KMT2A&lt;/i>-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 &lt;i>KMT2A&lt;/i>-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 &lt;i>KMT2A&lt;/i>-r leukemia and included mutations in &lt;i>KRAS&lt;/i>, &lt;i>NRAS&lt;/i>, &lt;i>FLT3&lt;/i>, &lt;i>TP53&lt;/i>, &lt;i>PIK3CA&lt;/i>, &lt;i>PAX5&lt;/i>, &lt;i>PIK3R1&lt;/i>, and &lt;i>PTPN11&lt;/i>, 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 &lt;i>KRAS/NRAS&lt;/i>. Five patients only had low-frequency PI3K/RAS mutations without a higher-frequency signaling mutation. Further, drug-resistant clones with &lt;i>FLT3&lt;/i> &lt;sup>&lt;i>D835H&lt;/i>&lt;/sup> or &lt;i>NRAS&lt;/i> &lt;sup>&lt;i>G13D/G12S&lt;/i>&lt;/sup> 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 &lt;i>KMT2A&lt;/i>-r ALL harbor low-frequency cancer-associated mutations, implying a vast subclonal genetic landscape.</pubmed_abstract><journal>HemaSphere</journal><pubmed_title>Duplex Sequencing Uncovers Recurrent Low-frequency Cancer-associated Mutations in Infant and Childhood &lt;i>KMT2A&lt;/i>-rearranged Acute Leukemia.</pubmed_title><pmcid>PMC9529062</pmcid><funding_grant_id>TRTH75</funding_grant_id><funding_grant_id>DP2 CA239145</funding_grant_id><pubmed_authors>Noren-Nystrom U</pubmed_authors><pubmed_authors>Zhang J</pubmed_authors><pubmed_authors>Barbany G</pubmed_authors><pubmed_authors>Pokrovskaja Tamm K</pubmed_authors><pubmed_authors>Hyrenius-Wittsten A</pubmed_authors><pubmed_authors>Song G</pubmed_authors><pubmed_authors>Lohi O</pubmed_authors><pubmed_authors>Hansen Marquart HV</pubmed_authors><pubmed_authors>Walsh M</pubmed_authors><pubmed_authors>Pronk CJ</pubmed_authors><pubmed_authors>Asklin J</pubmed_authors><pubmed_authors>Saal LH</pubmed_authors><pubmed_authors>Hagstrom-Andersson AK</pubmed_authors><pubmed_authors>Ahlgren L</pubmed_authors><pubmed_authors>Fogelstrand L</pubmed_authors><pubmed_authors>Gawad C</pubmed_authors><pubmed_authors>Chen Y</pubmed_authors><pubmed_authors>Ma J</pubmed_authors><pubmed_authors>Sturesson H</pubmed_authors><pubmed_authors>Pilheden M</pubmed_authors><pubmed_authors>Gonzalez-Pena V</pubmed_authors><pubmed_authors>Castor A</pubmed_authors><pubmed_authors>Lausen B</pubmed_authors></additional><is_claimable>false</is_claimable><name>Duplex Sequencing Uncovers Recurrent Low-frequency Cancer-associated Mutations in Infant and Childhood &lt;i>KMT2A&lt;/i>-rearranged Acute Leukemia.</name><description>Infant acute lymphoblastic leukemia (ALL) with &lt;i>KMT2A&lt;/i>-gene rearrangements (&lt;i>KMT2A&lt;/i>-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 &lt;i>KMT2A&lt;/i>-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 &lt;i>KMT2A&lt;/i>-r leukemia and included mutations in &lt;i>KRAS&lt;/i>, &lt;i>NRAS&lt;/i>, &lt;i>FLT3&lt;/i>, &lt;i>TP53&lt;/i>, &lt;i>PIK3CA&lt;/i>, &lt;i>PAX5&lt;/i>, &lt;i>PIK3R1&lt;/i>, and &lt;i>PTPN11&lt;/i>, 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 &lt;i>KRAS/NRAS&lt;/i>. Five patients only had low-frequency PI3K/RAS mutations without a higher-frequency signaling mutation. Further, drug-resistant clones with &lt;i>FLT3&lt;/i> &lt;sup>&lt;i>D835H&lt;/i>&lt;/sup> or &lt;i>NRAS&lt;/i> &lt;sup>&lt;i>G13D/G12S&lt;/i>&lt;/sup> 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 &lt;i>KMT2A&lt;/i>-r ALL harbor low-frequency cancer-associated mutations, implying a vast subclonal genetic landscape.</description><dates><release>2022-01-01T00:00:00Z</release><publication>2022 Oct</publication><modification>2025-04-19T19:42:50.627Z</modification><creation>2025-04-19T19:42:50.627Z</creation></dates><accession>S-EPMC9529062</accession><cross_references><pubmed>36204688</pubmed><doi>10.1097/HS9.0000000000000785</doi></cross_references></HashMap>