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Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia

Childhood acute lymphoblastic leukemia (cALL) still represents a major cause of disease-related death in children. This study aimed to explore the prognostic value of long non-coding RNAs (lncRNAs) in cALL. We downloaded lncRNA expression profiles from the TARGET and GEO databases. Univariate, least...

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Autores principales: Chen, Zhang, Yang, Fan, Liu, Hui, Fan, Fan, Lin, Yanggang, Zhou, Jinhua, Cai, Yun, Zhang, Xiaoxiao, Wu, Yingxin, Mao, Rui, Zhang, Tongtong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221355/
https://www.ncbi.nlm.nih.gov/pubmed/34106877
http://dx.doi.org/10.18632/aging.203116
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author Chen, Zhang
Yang, Fan
Liu, Hui
Fan, Fan
Lin, Yanggang
Zhou, Jinhua
Cai, Yun
Zhang, Xiaoxiao
Wu, Yingxin
Mao, Rui
Zhang, Tongtong
author_facet Chen, Zhang
Yang, Fan
Liu, Hui
Fan, Fan
Lin, Yanggang
Zhou, Jinhua
Cai, Yun
Zhang, Xiaoxiao
Wu, Yingxin
Mao, Rui
Zhang, Tongtong
author_sort Chen, Zhang
collection PubMed
description Childhood acute lymphoblastic leukemia (cALL) still represents a major cause of disease-related death in children. This study aimed to explore the prognostic value of long non-coding RNAs (lncRNAs) in cALL. We downloaded lncRNA expression profiles from the TARGET and GEO databases. Univariate, least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analyses were applied to identify lncRNA-based signatures. We identified an eight-lncRNA signature (LINC00630, HDAC2-AS2, LINC01278, AL356599.1, AC114490.1, AL132639.3, FUT8.AS1, and TTC28.AS1), which separated the patients into two groups with significantly different overall survival rates. A nomogram based on the signature, BCR ABL1 status and white blood cell count at diagnosis was developed and showed good accuracy for predicting the 3-, 5- and 7-year survival probability of cALL patients. The C-index values of the nomogram in the training and internal validation set reached 0.8 (95% CI, 0.757 to 0.843) and 0.806 (95% CI, 0.728 to 0.884), respectively. The nomogram proposed in this study objectively and accurately predicted the prognosis of cALL. In vitro experiments suggested that LINC01278 promoted the proliferation of leukemic cells and inhibited leukemic cell apoptosis by targeting the inhibition of miR-500b-3p in cALL, and LINC01278 may be a biological target for the treatment of cALL in the future.
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spelling pubmed-82213552021-06-26 Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia Chen, Zhang Yang, Fan Liu, Hui Fan, Fan Lin, Yanggang Zhou, Jinhua Cai, Yun Zhang, Xiaoxiao Wu, Yingxin Mao, Rui Zhang, Tongtong Aging (Albany NY) Research Paper Childhood acute lymphoblastic leukemia (cALL) still represents a major cause of disease-related death in children. This study aimed to explore the prognostic value of long non-coding RNAs (lncRNAs) in cALL. We downloaded lncRNA expression profiles from the TARGET and GEO databases. Univariate, least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analyses were applied to identify lncRNA-based signatures. We identified an eight-lncRNA signature (LINC00630, HDAC2-AS2, LINC01278, AL356599.1, AC114490.1, AL132639.3, FUT8.AS1, and TTC28.AS1), which separated the patients into two groups with significantly different overall survival rates. A nomogram based on the signature, BCR ABL1 status and white blood cell count at diagnosis was developed and showed good accuracy for predicting the 3-, 5- and 7-year survival probability of cALL patients. The C-index values of the nomogram in the training and internal validation set reached 0.8 (95% CI, 0.757 to 0.843) and 0.806 (95% CI, 0.728 to 0.884), respectively. The nomogram proposed in this study objectively and accurately predicted the prognosis of cALL. In vitro experiments suggested that LINC01278 promoted the proliferation of leukemic cells and inhibited leukemic cell apoptosis by targeting the inhibition of miR-500b-3p in cALL, and LINC01278 may be a biological target for the treatment of cALL in the future. Impact Journals 2021-06-09 /pmc/articles/PMC8221355/ /pubmed/34106877 http://dx.doi.org/10.18632/aging.203116 Text en Copyright: © 2021 Chen et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Chen, Zhang
Yang, Fan
Liu, Hui
Fan, Fan
Lin, Yanggang
Zhou, Jinhua
Cai, Yun
Zhang, Xiaoxiao
Wu, Yingxin
Mao, Rui
Zhang, Tongtong
Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
title Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
title_full Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
title_fullStr Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
title_full_unstemmed Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
title_short Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
title_sort identification of a nomogram based on an 8-lncrna signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221355/
https://www.ncbi.nlm.nih.gov/pubmed/34106877
http://dx.doi.org/10.18632/aging.203116
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