Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1782382011186413568 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4508914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhanghan anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT chenghao anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT wangqingqing anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zengxianping anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT chenyanfen anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT yanjin anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT sunyanran anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zhaoxiaoxi anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT liweijing anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT gaochao anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT gongwenyu anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT libei anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zhangruidong anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT nanli anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT wuyong anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT baoshilai anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT hanjingdongj anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zhenghuyong anadvancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zhanghan advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT chenghao advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT wangqingqing advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zengxianping advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT chenyanfen advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT yanjin advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT sunyanran advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zhaoxiaoxi advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT liweijing advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT gaochao advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT gongwenyu advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT libei advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zhangruidong advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT nanli advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT wuyong advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT baoshilai advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT hanjingdongj advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia AT zhenghuyong advancedfragmentanalysisbasedindividualizedsubtypeclassificationofpediatricacutelymphoblasticleukemia |