Integrated use of minimal residual disease classification and IKZF1 alteration status accurately predicts 79% of relapses in pediatric acute lymphoblastic leukemia
Response to therapy as determined by minimal residual disease (MRD) is currently used for stratification in treatment protocols for pediatric acute lymphoblastic leukemia (ALL). However, the large MRD-based medium risk group (MRD-M; 50–60% of the patients) harbors many relapses. We analyzed MRD in 1...
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creator | Waanders, E van der Velden, V H J van der Schoot, C E van Leeuwen, F N van Reijmersdal, S V de Haas, V Veerman, A J van Kessel, A Geurts Hoogerbrugge, P M Kuiper, R P van Dongen, J J M |
description | Response to therapy as determined by minimal residual disease (MRD) is currently used for stratification in treatment protocols for pediatric acute lymphoblastic leukemia (ALL). However, the large MRD-based medium risk group (MRD-M; 50–60% of the patients) harbors many relapses. We analyzed MRD in 131 uniformly treated precursor-B-ALL patients and evaluated whether combined MRD and
IKZF1
(Ikaros zinc finger-1) alteration status can improve risk stratification. We confirmed the strong prognostic significance of MRD classification, which was independent of
IKZF1
alterations. Notably, 8 of the 11 relapsed cases in the large MRD-M group (
n
=81; 62%) harbored an
IKZF1
alteration. Integration of both MRD and
IKZF1
status resulted in a favorable outcome group (
n
=104; 5 relapses) and a poor outcome group (
n
=27; 19 relapses), and showed a stronger prognostic value than each of the established risk factors alone (hazard ratio (95%CI): 24.98 (8.29–75.31)). Importantly, whereas MRD and
IKZF1
status alone identified only 46 and 54% of the relapses, respectively, their integrated use allowed prediction of 79% of all the relapses with 93% specificity. Because of the unprecedented sensitivity in upfront relapse prediction, the combined parameters have high potential for future risk stratification, particularly for patients originally classified as non-high risk, such as the large group of MRD-M patients. |
doi_str_mv | 10.1038/leu.2010.275 |
format | Article |
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IKZF1
(Ikaros zinc finger-1) alteration status can improve risk stratification. We confirmed the strong prognostic significance of MRD classification, which was independent of
IKZF1
alterations. Notably, 8 of the 11 relapsed cases in the large MRD-M group (
n
=81; 62%) harbored an
IKZF1
alteration. Integration of both MRD and
IKZF1
status resulted in a favorable outcome group (
n
=104; 5 relapses) and a poor outcome group (
n
=27; 19 relapses), and showed a stronger prognostic value than each of the established risk factors alone (hazard ratio (95%CI): 24.98 (8.29–75.31)). Importantly, whereas MRD and
IKZF1
status alone identified only 46 and 54% of the relapses, respectively, their integrated use allowed prediction of 79% of all the relapses with 93% specificity. Because of the unprecedented sensitivity in upfront relapse prediction, the combined parameters have high potential for future risk stratification, particularly for patients originally classified as non-high risk, such as the large group of MRD-M patients.</description><identifier>ISSN: 0887-6924</identifier><identifier>EISSN: 1476-5551</identifier><identifier>DOI: 10.1038/leu.2010.275</identifier><identifier>PMID: 21102428</identifier><identifier>CODEN: LEUKED</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>692/53/2422 ; 692/699/67/1990/283/2125 ; 692/700/1720 ; Acute lymphoblastic leukemia ; Acute lymphocytic leukemia ; Analysis ; Biological and medical sciences ; Blood ; Bone marrow ; Cancer Research ; Child ; Classification ; Critical Care Medicine ; Diseases ; DNA binding proteins ; Drug therapy ; Gene Rearrangement ; Genetic aspects ; Hematologic and hematopoietic diseases ; Hematology ; Humans ; Ikaros protein ; Ikaros Transcription Factor - genetics ; Induction therapy ; Intensive ; Internal Medicine ; Kaplan-Meier Estimate ; Laboratories ; Leukemia ; Leukemias. Malignant lymphomas. Malignant reticulosis. Myelofibrosis ; Leukocytes ; Life sciences ; Lymphatic leukemia ; Medical prognosis ; Medical sciences ; Medicine ; Medicine & Public Health ; Minimal residual disease ; Mutation ; Neoplasm, Residual - pathology ; Oncology ; original-article ; Parameter sensitivity ; Patients ; Pediatrics ; Physiological aspects ; Precursor Cell Lymphoblastic Leukemia-Lymphoma - mortality ; Precursor Cell Lymphoblastic Leukemia-Lymphoma - pathology ; Predictive Value of Tests ; Recurrence ; Relapse ; Risk analysis ; Risk Assessment ; Risk factors ; Sensitivity and Specificity ; Zinc finger proteins</subject><ispartof>Leukemia, 2011-02, Vol.25 (2), p.254-258</ispartof><rights>Macmillan Publishers Limited 2011</rights><rights>2015 INIST-CNRS</rights><rights>COPYRIGHT 2011 Nature Publishing Group</rights><rights>Macmillan Publishers Limited 2011.</rights><rights>Copyright Nature Publishing Group Feb 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c581t-773db1d1fa514b9172d92fd9f274568c1e73dfdef5096a7cb8834b84dbf2cd403</citedby><cites>FETCH-LOGICAL-c581t-773db1d1fa514b9172d92fd9f274568c1e73dfdef5096a7cb8834b84dbf2cd403</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/leu.2010.275$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/leu.2010.275$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23955624$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21102428$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Waanders, E</creatorcontrib><creatorcontrib>van der Velden, V H J</creatorcontrib><creatorcontrib>van der Schoot, C E</creatorcontrib><creatorcontrib>van Leeuwen, F N</creatorcontrib><creatorcontrib>van Reijmersdal, S V</creatorcontrib><creatorcontrib>de Haas, V</creatorcontrib><creatorcontrib>Veerman, A J</creatorcontrib><creatorcontrib>van Kessel, A Geurts</creatorcontrib><creatorcontrib>Hoogerbrugge, P M</creatorcontrib><creatorcontrib>Kuiper, R P</creatorcontrib><creatorcontrib>van Dongen, J J M</creatorcontrib><title>Integrated use of minimal residual disease classification and IKZF1 alteration status accurately predicts 79% of relapses in pediatric acute lymphoblastic leukemia</title><title>Leukemia</title><addtitle>Leukemia</addtitle><addtitle>Leukemia</addtitle><description>Response to therapy as determined by minimal residual disease (MRD) is currently used for stratification in treatment protocols for pediatric acute lymphoblastic leukemia (ALL). However, the large MRD-based medium risk group (MRD-M; 50–60% of the patients) harbors many relapses. We analyzed MRD in 131 uniformly treated precursor-B-ALL patients and evaluated whether combined MRD and
IKZF1
(Ikaros zinc finger-1) alteration status can improve risk stratification. We confirmed the strong prognostic significance of MRD classification, which was independent of
IKZF1
alterations. Notably, 8 of the 11 relapsed cases in the large MRD-M group (
n
=81; 62%) harbored an
IKZF1
alteration. Integration of both MRD and
IKZF1
status resulted in a favorable outcome group (
n
=104; 5 relapses) and a poor outcome group (
n
=27; 19 relapses), and showed a stronger prognostic value than each of the established risk factors alone (hazard ratio (95%CI): 24.98 (8.29–75.31)). Importantly, whereas MRD and
IKZF1
status alone identified only 46 and 54% of the relapses, respectively, their integrated use allowed prediction of 79% of all the relapses with 93% specificity. Because of the unprecedented sensitivity in upfront relapse prediction, the combined parameters have high potential for future risk stratification, particularly for patients originally classified as non-high risk, such as the large group of MRD-M patients.</description><subject>692/53/2422</subject><subject>692/699/67/1990/283/2125</subject><subject>692/700/1720</subject><subject>Acute lymphoblastic leukemia</subject><subject>Acute lymphocytic leukemia</subject><subject>Analysis</subject><subject>Biological and medical sciences</subject><subject>Blood</subject><subject>Bone marrow</subject><subject>Cancer Research</subject><subject>Child</subject><subject>Classification</subject><subject>Critical Care Medicine</subject><subject>Diseases</subject><subject>DNA binding proteins</subject><subject>Drug therapy</subject><subject>Gene Rearrangement</subject><subject>Genetic aspects</subject><subject>Hematologic and hematopoietic diseases</subject><subject>Hematology</subject><subject>Humans</subject><subject>Ikaros protein</subject><subject>Ikaros Transcription Factor - genetics</subject><subject>Induction therapy</subject><subject>Intensive</subject><subject>Internal Medicine</subject><subject>Kaplan-Meier Estimate</subject><subject>Laboratories</subject><subject>Leukemia</subject><subject>Leukemias. Malignant lymphomas. Malignant reticulosis. Myelofibrosis</subject><subject>Leukocytes</subject><subject>Life sciences</subject><subject>Lymphatic leukemia</subject><subject>Medical prognosis</subject><subject>Medical sciences</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Minimal residual disease</subject><subject>Mutation</subject><subject>Neoplasm, Residual - pathology</subject><subject>Oncology</subject><subject>original-article</subject><subject>Parameter sensitivity</subject><subject>Patients</subject><subject>Pediatrics</subject><subject>Physiological aspects</subject><subject>Precursor Cell Lymphoblastic Leukemia-Lymphoma - mortality</subject><subject>Precursor Cell Lymphoblastic Leukemia-Lymphoma - pathology</subject><subject>Predictive Value of Tests</subject><subject>Recurrence</subject><subject>Relapse</subject><subject>Risk analysis</subject><subject>Risk Assessment</subject><subject>Risk factors</subject><subject>Sensitivity and Specificity</subject><subject>Zinc finger proteins</subject><issn>0887-6924</issn><issn>1476-5551</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqNksFu1DAQhiMEomXhxhlZoMKFLLFjx86xqiisqMQFLlwixx7vuniTxXYO-zy8KBPtQltUJGRLtme-mdF4_qJ4TqslrWr1LsC0ZBW-mBQPilPKZVMKIejD4rRSSpZNy_hJ8SSl66qanc3j4oRRWjHO1GnxczVkWEedwZIpARkd2frBb3UgEZK3E16sT6DRZ4JOyTtvdPbjQPRgyerTt0tKdMgQD8aUdZ4S0cZMc9KwJ7sI1puciGzP5vQRgt4lSMQPZIcunaM3GDBlIGG_3W3GHutktGFn32Hr9dPikdMhwbPjuSi-Xr7_cvGxvPr8YXVxflUaoWgupaxtTy11WlDet1Qy2zJnW8ckF40yFBBwFpyo2kZL0ytV815x2ztmLK_qRfHmkHcXxx8TpNxtfTIQgh5gnFKnRCOVYrX8D5IypiinSL78i7wepzhgGwhVgtJGNQi9-hfEGi4kU7W8Ra11gM4PbsxRm7lwd854yxtW414Uy3soXBa_0owDOI_2OwGvbwVsAIe5SWOY5nGmu-DbA2jimFIE1-0iCiXuO1p1sxQ7HFg3S7FDKSL-4tjU1G_B_oF_aw-BsyOgk9HBRT0Yn264uhWiYRy58sAldA1riDe_c2_hXxoZ9JI</recordid><startdate>20110201</startdate><enddate>20110201</enddate><creator>Waanders, E</creator><creator>van der Velden, V H J</creator><creator>van der Schoot, C E</creator><creator>van Leeuwen, F N</creator><creator>van Reijmersdal, S V</creator><creator>de Haas, V</creator><creator>Veerman, A J</creator><creator>van Kessel, A Geurts</creator><creator>Hoogerbrugge, P M</creator><creator>Kuiper, R P</creator><creator>van Dongen, J J M</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QL</scope><scope>7RV</scope><scope>7T5</scope><scope>7T7</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>NAPCQ</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope></search><sort><creationdate>20110201</creationdate><title>Integrated use of minimal residual disease classification and IKZF1 alteration status accurately predicts 79% of relapses in pediatric acute lymphoblastic leukemia</title><author>Waanders, E ; van der Velden, V H J ; van der Schoot, C E ; van Leeuwen, F N ; van Reijmersdal, S V ; de Haas, V ; Veerman, A J ; van Kessel, A Geurts ; Hoogerbrugge, P M ; Kuiper, R P ; van Dongen, J J M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c581t-773db1d1fa514b9172d92fd9f274568c1e73dfdef5096a7cb8834b84dbf2cd403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>692/53/2422</topic><topic>692/699/67/1990/283/2125</topic><topic>692/700/1720</topic><topic>Acute lymphoblastic leukemia</topic><topic>Acute lymphocytic leukemia</topic><topic>Analysis</topic><topic>Biological and medical sciences</topic><topic>Blood</topic><topic>Bone marrow</topic><topic>Cancer Research</topic><topic>Child</topic><topic>Classification</topic><topic>Critical Care Medicine</topic><topic>Diseases</topic><topic>DNA binding proteins</topic><topic>Drug therapy</topic><topic>Gene Rearrangement</topic><topic>Genetic aspects</topic><topic>Hematologic and hematopoietic diseases</topic><topic>Hematology</topic><topic>Humans</topic><topic>Ikaros protein</topic><topic>Ikaros Transcription Factor - genetics</topic><topic>Induction therapy</topic><topic>Intensive</topic><topic>Internal Medicine</topic><topic>Kaplan-Meier Estimate</topic><topic>Laboratories</topic><topic>Leukemia</topic><topic>Leukemias. Malignant lymphomas. Malignant reticulosis. Myelofibrosis</topic><topic>Leukocytes</topic><topic>Life sciences</topic><topic>Lymphatic leukemia</topic><topic>Medical prognosis</topic><topic>Medical sciences</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Minimal residual disease</topic><topic>Mutation</topic><topic>Neoplasm, Residual - pathology</topic><topic>Oncology</topic><topic>original-article</topic><topic>Parameter sensitivity</topic><topic>Patients</topic><topic>Pediatrics</topic><topic>Physiological aspects</topic><topic>Precursor Cell Lymphoblastic Leukemia-Lymphoma - mortality</topic><topic>Precursor Cell Lymphoblastic Leukemia-Lymphoma - pathology</topic><topic>Predictive Value of Tests</topic><topic>Recurrence</topic><topic>Relapse</topic><topic>Risk analysis</topic><topic>Risk Assessment</topic><topic>Risk factors</topic><topic>Sensitivity and Specificity</topic><topic>Zinc finger proteins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Waanders, E</creatorcontrib><creatorcontrib>van der Velden, V H J</creatorcontrib><creatorcontrib>van der Schoot, C E</creatorcontrib><creatorcontrib>van Leeuwen, F N</creatorcontrib><creatorcontrib>van Reijmersdal, S V</creatorcontrib><creatorcontrib>de Haas, V</creatorcontrib><creatorcontrib>Veerman, A J</creatorcontrib><creatorcontrib>van Kessel, A Geurts</creatorcontrib><creatorcontrib>Hoogerbrugge, P M</creatorcontrib><creatorcontrib>Kuiper, R P</creatorcontrib><creatorcontrib>van Dongen, J J M</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Proquest Nursing & Allied Health Source</collection><collection>Immunology Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection (ProQuest)</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Leukemia</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Waanders, E</au><au>van der Velden, V H J</au><au>van der Schoot, C E</au><au>van Leeuwen, F N</au><au>van Reijmersdal, S V</au><au>de Haas, V</au><au>Veerman, A J</au><au>van Kessel, A Geurts</au><au>Hoogerbrugge, P M</au><au>Kuiper, R P</au><au>van Dongen, J J M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrated use of minimal residual disease classification and IKZF1 alteration status accurately predicts 79% of relapses in pediatric acute lymphoblastic leukemia</atitle><jtitle>Leukemia</jtitle><stitle>Leukemia</stitle><addtitle>Leukemia</addtitle><date>2011-02-01</date><risdate>2011</risdate><volume>25</volume><issue>2</issue><spage>254</spage><epage>258</epage><pages>254-258</pages><issn>0887-6924</issn><eissn>1476-5551</eissn><coden>LEUKED</coden><abstract>Response to therapy as determined by minimal residual disease (MRD) is currently used for stratification in treatment protocols for pediatric acute lymphoblastic leukemia (ALL). However, the large MRD-based medium risk group (MRD-M; 50–60% of the patients) harbors many relapses. We analyzed MRD in 131 uniformly treated precursor-B-ALL patients and evaluated whether combined MRD and
IKZF1
(Ikaros zinc finger-1) alteration status can improve risk stratification. We confirmed the strong prognostic significance of MRD classification, which was independent of
IKZF1
alterations. Notably, 8 of the 11 relapsed cases in the large MRD-M group (
n
=81; 62%) harbored an
IKZF1
alteration. Integration of both MRD and
IKZF1
status resulted in a favorable outcome group (
n
=104; 5 relapses) and a poor outcome group (
n
=27; 19 relapses), and showed a stronger prognostic value than each of the established risk factors alone (hazard ratio (95%CI): 24.98 (8.29–75.31)). Importantly, whereas MRD and
IKZF1
status alone identified only 46 and 54% of the relapses, respectively, their integrated use allowed prediction of 79% of all the relapses with 93% specificity. Because of the unprecedented sensitivity in upfront relapse prediction, the combined parameters have high potential for future risk stratification, particularly for patients originally classified as non-high risk, such as the large group of MRD-M patients.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>21102428</pmid><doi>10.1038/leu.2010.275</doi><tpages>5</tpages><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; Nature; Springer Nature - Complete Springer Journals; EZB-FREE-00999 freely available EZB journals |
subjects | 692/53/2422 692/699/67/1990/283/2125 692/700/1720 Acute lymphoblastic leukemia Acute lymphocytic leukemia Analysis Biological and medical sciences Blood Bone marrow Cancer Research Child Classification Critical Care Medicine Diseases DNA binding proteins Drug therapy Gene Rearrangement Genetic aspects Hematologic and hematopoietic diseases Hematology Humans Ikaros protein Ikaros Transcription Factor - genetics Induction therapy Intensive Internal Medicine Kaplan-Meier Estimate Laboratories Leukemia Leukemias. Malignant lymphomas. Malignant reticulosis. Myelofibrosis Leukocytes Life sciences Lymphatic leukemia Medical prognosis Medical sciences Medicine Medicine & Public Health Minimal residual disease Mutation Neoplasm, Residual - pathology Oncology original-article Parameter sensitivity Patients Pediatrics Physiological aspects Precursor Cell Lymphoblastic Leukemia-Lymphoma - mortality Precursor Cell Lymphoblastic Leukemia-Lymphoma - pathology Predictive Value of Tests Recurrence Relapse Risk analysis Risk Assessment Risk factors Sensitivity and Specificity Zinc finger proteins |
title | Integrated use of minimal residual disease classification and IKZF1 alteration status accurately predicts 79% of relapses in pediatric acute lymphoblastic leukemia |
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