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An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia

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机构: [1]Capital Med Univ, Beijing Key Lab Pediat Hematol Oncol, Key Lab Major Dis Children,Beijing Childrens Hosp, Natl Key Discipline Pediat,Minist Educ,Hematol On, Beijing, Peoples R China; [2]Chinese Acad Sci, Shanghai Inst Biol Sci, CAS MPG Partner Inst Computat Biol, CAS Key Lab Computat Biol, Shanghai, Peoples R China; [3]Ningbo Hlth Gene Technol Ltd, Ningbo, Zhejiang, Peoples R China; [4]Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing, Peoples R China; [5]Chinese Acad Sci, Grad Sch, Beijing, Peoples R China
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Pediatric acute lymphoblastic leukemia (ALL) is the most common neoplasm and one of the primary causes of death in children. Its treatment is highly dependent on the correct classification of subtype. Previously, we developed a microarray-based subtype classifier based on the relative expression levels of 62 marker genes, which can predict 7 different ALL subtypes with an accuracy as high as 97% in completely independent samples. Because the classifier is based on gene expression rank values rather than actual values, the classifier enables an individualized diagnosis, without the need to reference the background distribution of the marker genes in a large number of other samples, and also enables cross platform application. Here, we demonstrate that the classifier can be extended from a microarray-based technology to a multiplex qPCR-based technology using the same set of marker genes as the advanced fragment analysis (AFA). Compared to microarray assays, the new assay system makes the convenient, low cost and individualized subtype diagnosis of pediatric ALL a reality and is clinically applicable, particularly in developing countries.

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出版当年[2014]版:
大类 | 2 区 综合性期刊
小类 | 2 区 综合性期刊
最新[2023]版:
大类 | 2 区 综合性期刊
小类 | 2 区 综合性期刊
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出版当年[2013]版:
Q1 MULTIDISCIPLINARY SCIENCES
最新[2023]版:
Q1 MULTIDISCIPLINARY SCIENCES

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第一作者机构: [1]Capital Med Univ, Beijing Key Lab Pediat Hematol Oncol, Key Lab Major Dis Children,Beijing Childrens Hosp, Natl Key Discipline Pediat,Minist Educ,Hematol On, Beijing, Peoples R China;
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通讯机构: [4]Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing, Peoples R China;
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