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

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 lev...

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Autores principales: Zhang, Han, Cheng, Hao, Wang, Qingqing, Zeng, Xianping, Chen, Yanfen, Yan, Jin, Sun, Yanran, Zhao, Xiaoxi, Li, Weijing, Gao, Chao, Gong, Wenyu, Li, Bei, Zhang, Ruidong, Nan, Li, Wu, Yong, Bao, Shilai, Han, Jing-Dong J., Zheng, Huyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4508914/
https://www.ncbi.nlm.nih.gov/pubmed/26196328
http://dx.doi.org/10.1038/srep12435
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author Zhang, Han
Cheng, Hao
Wang, Qingqing
Zeng, Xianping
Chen, Yanfen
Yan, Jin
Sun, Yanran
Zhao, Xiaoxi
Li, Weijing
Gao, Chao
Gong, Wenyu
Li, Bei
Zhang, Ruidong
Nan, Li
Wu, Yong
Bao, Shilai
Han, Jing-Dong J.
Zheng, Huyong
author_facet Zhang, Han
Cheng, Hao
Wang, Qingqing
Zeng, Xianping
Chen, Yanfen
Yan, Jin
Sun, Yanran
Zhao, Xiaoxi
Li, Weijing
Gao, Chao
Gong, Wenyu
Li, Bei
Zhang, Ruidong
Nan, Li
Wu, Yong
Bao, Shilai
Han, Jing-Dong J.
Zheng, Huyong
author_sort Zhang, Han
collection PubMed
description 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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spelling pubmed-45089142015-07-28 An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia Zhang, Han Cheng, Hao Wang, Qingqing Zeng, Xianping Chen, Yanfen Yan, Jin Sun, Yanran Zhao, Xiaoxi Li, Weijing Gao, Chao Gong, Wenyu Li, Bei Zhang, Ruidong Nan, Li Wu, Yong Bao, Shilai Han, Jing-Dong J. Zheng, Huyong Sci Rep Article 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. Nature Publishing Group 2015-07-21 /pmc/articles/PMC4508914/ /pubmed/26196328 http://dx.doi.org/10.1038/srep12435 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Zhang, Han
Cheng, Hao
Wang, Qingqing
Zeng, Xianping
Chen, Yanfen
Yan, Jin
Sun, Yanran
Zhao, Xiaoxi
Li, Weijing
Gao, Chao
Gong, Wenyu
Li, Bei
Zhang, Ruidong
Nan, Li
Wu, Yong
Bao, Shilai
Han, Jing-Dong J.
Zheng, Huyong
An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia
title An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia
title_full An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia
title_fullStr An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia
title_full_unstemmed An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia
title_short An advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia
title_sort advanced fragment analysis-based individualized subtype classification of pediatric acute lymphoblastic leukemia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4508914/
https://www.ncbi.nlm.nih.gov/pubmed/26196328
http://dx.doi.org/10.1038/srep12435
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