Validation of a new NGS-based myeloid panel in acute myeloid leukemia: A single-center experience
Acute myeloid leukemia (AML) identifies a heterogeneous group of clonal disorders, both clinically and genetically. A large number of mutations have been described in AML, although only a few are currently employed in clinical practice. Next generation sequencing (NGS) allows for better understandin...
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Veröffentlicht in: | Leukemia research 2022-07, Vol.118, p.106861-106861, Article 106861 |
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creator | Steidl, Carolina Aroldi, Andrea Mologni, Luca Crespiatico, Ilaria Fontana, Diletta Mastini, Cristina Fumagalli, Monica Perfetti, Paola Borin, Lorenza Valentini, Claudia Piazza, Rocco Gambacorti-Passerini, Carlo |
description | Acute myeloid leukemia (AML) identifies a heterogeneous group of clonal disorders, both clinically and genetically. A large number of mutations have been described in AML, although only a few are currently employed in clinical practice. Next generation sequencing (NGS) allows for better understanding of the complex genetic background in AML and may direct individualized therapies. In this study, we aim to identify molecular aberrations that are not routinely investigated in AML using an NGS-based panel encompassing 101 genes and to evaluate how their oncogenic potential correlates with survival. Forty consecutive patients with newly diagnosed AML were enrolled between January 2018 and April 2020. We performed targeted NGS and detected 96 mutations in 36 patients (90%), while 14 fusion genes were detected in 13 patients (32%). Each mutation was weighed using OncoScore, a text-mining tool ranking genes according to their oncogenic potential. An OncoScore ≥ 100 was associated with shorter PFS among our patients (p = 0.05). In 11 patients with no available MRD markers at diagnosis, we were able to perform NGS-based MRD monitoring using targeted deep sequencing. Overall, our study shows that NGS is a powerful tool in AML and should be employed both in routine diagnostic workup and follow up.
•A large number of mutations have been described in AML, although only a few are routinely employed in clinical practice.•We performed targeted NGS on 40 patients with AML using a new panel encompassing 101 genes.•NGS detected 96 mutations, 12 of which deemed “actionable”.•Each mutation was weighed using OncoScore, a text-mining tool that ranks genes according to their oncogenic potential.•An Oncoscore ≥100 was associated with shorter PFS in our cohort (p = 0.05). |
doi_str_mv | 10.1016/j.leukres.2022.106861 |
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•A large number of mutations have been described in AML, although only a few are routinely employed in clinical practice.•We performed targeted NGS on 40 patients with AML using a new panel encompassing 101 genes.•NGS detected 96 mutations, 12 of which deemed “actionable”.•Each mutation was weighed using OncoScore, a text-mining tool that ranks genes according to their oncogenic potential.•An Oncoscore ≥100 was associated with shorter PFS in our cohort (p = 0.05).</description><identifier>ISSN: 0145-2126</identifier><identifier>EISSN: 1873-5835</identifier><identifier>DOI: 10.1016/j.leukres.2022.106861</identifier><identifier>PMID: 35653850</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Acute myeloid leukemia ; Minimal residual disease ; Mutation ; Next generation sequencing</subject><ispartof>Leukemia research, 2022-07, Vol.118, p.106861-106861, Article 106861</ispartof><rights>2022 Elsevier Ltd</rights><rights>Copyright © 2022 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c313t-962926e42540b0f0328e2530247321d919b6bc8016b8a0cec78473220940add43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S014521262200087X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35653850$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Steidl, Carolina</creatorcontrib><creatorcontrib>Aroldi, Andrea</creatorcontrib><creatorcontrib>Mologni, Luca</creatorcontrib><creatorcontrib>Crespiatico, Ilaria</creatorcontrib><creatorcontrib>Fontana, Diletta</creatorcontrib><creatorcontrib>Mastini, Cristina</creatorcontrib><creatorcontrib>Fumagalli, Monica</creatorcontrib><creatorcontrib>Perfetti, Paola</creatorcontrib><creatorcontrib>Borin, Lorenza</creatorcontrib><creatorcontrib>Valentini, Claudia</creatorcontrib><creatorcontrib>Piazza, Rocco</creatorcontrib><creatorcontrib>Gambacorti-Passerini, Carlo</creatorcontrib><title>Validation of a new NGS-based myeloid panel in acute myeloid leukemia: A single-center experience</title><title>Leukemia research</title><addtitle>Leuk Res</addtitle><description>Acute myeloid leukemia (AML) identifies a heterogeneous group of clonal disorders, both clinically and genetically. A large number of mutations have been described in AML, although only a few are currently employed in clinical practice. Next generation sequencing (NGS) allows for better understanding of the complex genetic background in AML and may direct individualized therapies. In this study, we aim to identify molecular aberrations that are not routinely investigated in AML using an NGS-based panel encompassing 101 genes and to evaluate how their oncogenic potential correlates with survival. Forty consecutive patients with newly diagnosed AML were enrolled between January 2018 and April 2020. We performed targeted NGS and detected 96 mutations in 36 patients (90%), while 14 fusion genes were detected in 13 patients (32%). Each mutation was weighed using OncoScore, a text-mining tool ranking genes according to their oncogenic potential. An OncoScore ≥ 100 was associated with shorter PFS among our patients (p = 0.05). In 11 patients with no available MRD markers at diagnosis, we were able to perform NGS-based MRD monitoring using targeted deep sequencing. Overall, our study shows that NGS is a powerful tool in AML and should be employed both in routine diagnostic workup and follow up.
•A large number of mutations have been described in AML, although only a few are routinely employed in clinical practice.•We performed targeted NGS on 40 patients with AML using a new panel encompassing 101 genes.•NGS detected 96 mutations, 12 of which deemed “actionable”.•Each mutation was weighed using OncoScore, a text-mining tool that ranks genes according to their oncogenic potential.•An Oncoscore ≥100 was associated with shorter PFS in our cohort (p = 0.05).</description><subject>Acute myeloid leukemia</subject><subject>Minimal residual disease</subject><subject>Mutation</subject><subject>Next generation sequencing</subject><issn>0145-2126</issn><issn>1873-5835</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkMtOwzAQRS0EoqXwCSAv2aT4ETsOG1RVUJAqWPDYWo49RS55FDsB-vektLBlNdLMnZl7D0KnlIwpofJiOS6hewsQx4ww1vekknQPDanKeCIUF_toSGgqEkaZHKCjGJeEEJHT_BANuJCCK0GGyLyY0jvT-qbGzQIbXMMnvp89JoWJ4HC1hrLxDq9MDSX2NTa2a-GvvbEAlTeXeIKjr19LSCzULQQMXysIHmoLx-hgYcoIJ7s6Qs8310_T22T-MLubTuaJ5ZS3SS5ZziSkTKSkIAvCmQImOGFpxhl1ve9CFlb10QtliAWbqc2EkTwlxrmUj9D59u4qNO8dxFZXPlooy95600XNZMa5yHMleqnYSm1oYgyw0KvgKxPWmhK9oauXekdXb-jqLd1-72z3oisqcH9bvzh7wdVWAH3QDw9BR_sDwfkAttWu8f-8-AYXpIw3</recordid><startdate>202207</startdate><enddate>202207</enddate><creator>Steidl, Carolina</creator><creator>Aroldi, Andrea</creator><creator>Mologni, Luca</creator><creator>Crespiatico, Ilaria</creator><creator>Fontana, Diletta</creator><creator>Mastini, Cristina</creator><creator>Fumagalli, Monica</creator><creator>Perfetti, Paola</creator><creator>Borin, Lorenza</creator><creator>Valentini, Claudia</creator><creator>Piazza, Rocco</creator><creator>Gambacorti-Passerini, Carlo</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202207</creationdate><title>Validation of a new NGS-based myeloid panel in acute myeloid leukemia: A single-center experience</title><author>Steidl, Carolina ; Aroldi, Andrea ; Mologni, Luca ; Crespiatico, Ilaria ; Fontana, Diletta ; Mastini, Cristina ; Fumagalli, Monica ; Perfetti, Paola ; Borin, Lorenza ; Valentini, Claudia ; Piazza, Rocco ; Gambacorti-Passerini, Carlo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c313t-962926e42540b0f0328e2530247321d919b6bc8016b8a0cec78473220940add43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Acute myeloid leukemia</topic><topic>Minimal residual disease</topic><topic>Mutation</topic><topic>Next generation sequencing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Steidl, Carolina</creatorcontrib><creatorcontrib>Aroldi, Andrea</creatorcontrib><creatorcontrib>Mologni, Luca</creatorcontrib><creatorcontrib>Crespiatico, Ilaria</creatorcontrib><creatorcontrib>Fontana, Diletta</creatorcontrib><creatorcontrib>Mastini, Cristina</creatorcontrib><creatorcontrib>Fumagalli, Monica</creatorcontrib><creatorcontrib>Perfetti, Paola</creatorcontrib><creatorcontrib>Borin, Lorenza</creatorcontrib><creatorcontrib>Valentini, Claudia</creatorcontrib><creatorcontrib>Piazza, Rocco</creatorcontrib><creatorcontrib>Gambacorti-Passerini, Carlo</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Leukemia research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Steidl, Carolina</au><au>Aroldi, Andrea</au><au>Mologni, Luca</au><au>Crespiatico, Ilaria</au><au>Fontana, Diletta</au><au>Mastini, Cristina</au><au>Fumagalli, Monica</au><au>Perfetti, Paola</au><au>Borin, Lorenza</au><au>Valentini, Claudia</au><au>Piazza, Rocco</au><au>Gambacorti-Passerini, Carlo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Validation of a new NGS-based myeloid panel in acute myeloid leukemia: A single-center experience</atitle><jtitle>Leukemia research</jtitle><addtitle>Leuk Res</addtitle><date>2022-07</date><risdate>2022</risdate><volume>118</volume><spage>106861</spage><epage>106861</epage><pages>106861-106861</pages><artnum>106861</artnum><issn>0145-2126</issn><eissn>1873-5835</eissn><abstract>Acute myeloid leukemia (AML) identifies a heterogeneous group of clonal disorders, both clinically and genetically. A large number of mutations have been described in AML, although only a few are currently employed in clinical practice. Next generation sequencing (NGS) allows for better understanding of the complex genetic background in AML and may direct individualized therapies. In this study, we aim to identify molecular aberrations that are not routinely investigated in AML using an NGS-based panel encompassing 101 genes and to evaluate how their oncogenic potential correlates with survival. Forty consecutive patients with newly diagnosed AML were enrolled between January 2018 and April 2020. We performed targeted NGS and detected 96 mutations in 36 patients (90%), while 14 fusion genes were detected in 13 patients (32%). Each mutation was weighed using OncoScore, a text-mining tool ranking genes according to their oncogenic potential. An OncoScore ≥ 100 was associated with shorter PFS among our patients (p = 0.05). In 11 patients with no available MRD markers at diagnosis, we were able to perform NGS-based MRD monitoring using targeted deep sequencing. Overall, our study shows that NGS is a powerful tool in AML and should be employed both in routine diagnostic workup and follow up.
•A large number of mutations have been described in AML, although only a few are routinely employed in clinical practice.•We performed targeted NGS on 40 patients with AML using a new panel encompassing 101 genes.•NGS detected 96 mutations, 12 of which deemed “actionable”.•Each mutation was weighed using OncoScore, a text-mining tool that ranks genes according to their oncogenic potential.•An Oncoscore ≥100 was associated with shorter PFS in our cohort (p = 0.05).</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>35653850</pmid><doi>10.1016/j.leukres.2022.106861</doi><tpages>1</tpages></addata></record> |
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subjects | Acute myeloid leukemia Minimal residual disease Mutation Next generation sequencing |
title | Validation of a new NGS-based myeloid panel in acute myeloid leukemia: A single-center experience |
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