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HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia
BACKGROUND: IGHV mutation status is a crucial prognostic biomarker for CLL. In the present study, we investigated the transcriptomic signatures associating with IGHV mutation status and CLL prognosis. METHODS: The co-expression modules and hub genes correlating with IGHV status, were identified usin...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7825181/ https://www.ncbi.nlm.nih.gov/pubmed/33485349 http://dx.doi.org/10.1186/s12967-021-02708-6 |
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author | Guo, Chao Gao, Ya-yue Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling |
author_facet | Guo, Chao Gao, Ya-yue Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling |
author_sort | Guo, Chao |
collection | PubMed |
description | BACKGROUND: IGHV mutation status is a crucial prognostic biomarker for CLL. In the present study, we investigated the transcriptomic signatures associating with IGHV mutation status and CLL prognosis. METHODS: The co-expression modules and hub genes correlating with IGHV status, were identified using the GSE28654, by ‘WGCNA’ package and R software (version 4.0.2). The over-representation analysis was performed to reveal enriched cell pathways for genes of correlating modules. Then 9 external cohorts were used to validate the correlation of hub genes expression with IGHV status or clinical features (treatment response, transformation to Richter syndrome, etc.). Moreover, to elucidate the significance of hub genes on disease course and prognosis of CLL patients, the Kaplan–Meier analysis for the OS and TTFT of were performed between subgroups dichotomized by the median expression value of individual hub genes. RESULTS: 2 co-expression modules and 9 hub genes ((FCRL1/FCRL2/HELQ/EGR3LPL/LDOC1/ZNF667/SOWAHC/SEPTIN10) correlating with IGHV status were identified by WGCNA, and validated by external datasets. The modules were found to be enriched in NF-kappaB, HIF-1 and other important pathways, involving cell proliferation and apoptosis. The expression of hub genes was revealed to be significantly different, not only between CLL and normal B cell, but also between various types of lymphoid neoplasms. HELQ expression was found to be related with response of immunochemotherapy treatment significantly (p = 0.0413), while HELQ and ZNF667 were expressed differently between stable CLL and Richter syndrome patients (p < 0.0001 and p = 0.0278, respectively). By survival analysis of subgroups, EGR3 expression was indicated to be significantly associated with TTFT by 2 independent cohorts (GSE39671, p = 0.0311; GSE22762, p = 0.0135). While the expression of HELQ and EGR3 was found to be associated with OS (p = 0.0291 and 0.0114 respectively).The Kras, Hedgehog and IL6-JAK-STAT3 pathways were found to be associating with the expression of hub genes, resulting from GSEA. CONCLUSIONS: The expression of HELQ and EGR3 were correlated with IGHV mutation status in CLL patients. Additionally, the expression of HELQ/EGR3 were prognostic markers for CLL associating with targetable cell signaling pathways. |
format | Online Article Text |
id | pubmed-7825181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-78251812021-01-25 HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia Guo, Chao Gao, Ya-yue Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling J Transl Med Research BACKGROUND: IGHV mutation status is a crucial prognostic biomarker for CLL. In the present study, we investigated the transcriptomic signatures associating with IGHV mutation status and CLL prognosis. METHODS: The co-expression modules and hub genes correlating with IGHV status, were identified using the GSE28654, by ‘WGCNA’ package and R software (version 4.0.2). The over-representation analysis was performed to reveal enriched cell pathways for genes of correlating modules. Then 9 external cohorts were used to validate the correlation of hub genes expression with IGHV status or clinical features (treatment response, transformation to Richter syndrome, etc.). Moreover, to elucidate the significance of hub genes on disease course and prognosis of CLL patients, the Kaplan–Meier analysis for the OS and TTFT of were performed between subgroups dichotomized by the median expression value of individual hub genes. RESULTS: 2 co-expression modules and 9 hub genes ((FCRL1/FCRL2/HELQ/EGR3LPL/LDOC1/ZNF667/SOWAHC/SEPTIN10) correlating with IGHV status were identified by WGCNA, and validated by external datasets. The modules were found to be enriched in NF-kappaB, HIF-1 and other important pathways, involving cell proliferation and apoptosis. The expression of hub genes was revealed to be significantly different, not only between CLL and normal B cell, but also between various types of lymphoid neoplasms. HELQ expression was found to be related with response of immunochemotherapy treatment significantly (p = 0.0413), while HELQ and ZNF667 were expressed differently between stable CLL and Richter syndrome patients (p < 0.0001 and p = 0.0278, respectively). By survival analysis of subgroups, EGR3 expression was indicated to be significantly associated with TTFT by 2 independent cohorts (GSE39671, p = 0.0311; GSE22762, p = 0.0135). While the expression of HELQ and EGR3 was found to be associated with OS (p = 0.0291 and 0.0114 respectively).The Kras, Hedgehog and IL6-JAK-STAT3 pathways were found to be associating with the expression of hub genes, resulting from GSEA. CONCLUSIONS: The expression of HELQ and EGR3 were correlated with IGHV mutation status in CLL patients. Additionally, the expression of HELQ/EGR3 were prognostic markers for CLL associating with targetable cell signaling pathways. BioMed Central 2021-01-23 /pmc/articles/PMC7825181/ /pubmed/33485349 http://dx.doi.org/10.1186/s12967-021-02708-6 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Guo, Chao Gao, Ya-yue Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia |
title | HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia |
title_full | HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia |
title_fullStr | HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia |
title_full_unstemmed | HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia |
title_short | HELQ and EGR3 expression correlate with IGHV mutation status and prognosis in chronic lymphocytic leukemia |
title_sort | helq and egr3 expression correlate with ighv mutation status and prognosis in chronic lymphocytic leukemia |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7825181/ https://www.ncbi.nlm.nih.gov/pubmed/33485349 http://dx.doi.org/10.1186/s12967-021-02708-6 |
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