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Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients
BACKGROUND: Methylation at 5 CpG sites was previously shown to classify chronic lymphocytic leukemia (CLL) into 3 prognostic subgroups. Here, we aimed to validate the marker set in an additional cohort and to evaluate its clinical utility for CLL patient stratification. METHODS: We evaluated this ep...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8793417/ https://www.ncbi.nlm.nih.gov/pubmed/35095271 http://dx.doi.org/10.1177/11772719211067972 |
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author | Grimm, Christina Herling, Carmen Diana Komnidi, Anastasia Hussong, Michelle Kreuzer, Karl-Anton Hallek, Michael Schweiger, Michal R. |
author_facet | Grimm, Christina Herling, Carmen Diana Komnidi, Anastasia Hussong, Michelle Kreuzer, Karl-Anton Hallek, Michael Schweiger, Michal R. |
author_sort | Grimm, Christina |
collection | PubMed |
description | BACKGROUND: Methylation at 5 CpG sites was previously shown to classify chronic lymphocytic leukemia (CLL) into 3 prognostic subgroups. Here, we aimed to validate the marker set in an additional cohort and to evaluate its clinical utility for CLL patient stratification. METHODS: We evaluated this epigenetic marker set in 79 German patients using bisulfite treatment followed by pyrosequencing and classification using a support vector machine-learning tool. RESULTS: The n-CLL, i-CLL, and m-CLL classification was detected in 28 (35%), 10 (13%), and 41 (51%) patients, respectively. Epigenetic grouping was associated with IGHV mutational status (P = 2 × 10(−12)), isolated del13q (P = 9 × 10(−6)), del17p (P = .015), complex karyotype (P = .005), VH-usage, and clinical outcome as time to first treatment (P = 1.4 × 10(−12)) and overall survival (P = .003). Multivariate Cox regression analysis identified n-CLL as a factor for earlier treatment hazard ratio (HR), 6.3 (95% confidence interval [CI] 2.4-16.4; P = .0002) compared to IGHV mutational status (HR 4.6, 95% CI 1.9-11.3, P = .0008). In addition, when comparing the prognostic value of the epigenetic classification system with the IGHV classification, epigenetic grouping performed better compared to IGHV mutational status using Kaplan-Meier estimation and allowed the identification of a third, intermediate (i-CLL) group. Thus, our study confirmed the prognostic value of the epigenetic marker set for patient stratification in routine clinical diagnostics. |
format | Online Article Text |
id | pubmed-8793417 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-87934172022-01-28 Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients Grimm, Christina Herling, Carmen Diana Komnidi, Anastasia Hussong, Michelle Kreuzer, Karl-Anton Hallek, Michael Schweiger, Michal R. Biomark Insights Original Research BACKGROUND: Methylation at 5 CpG sites was previously shown to classify chronic lymphocytic leukemia (CLL) into 3 prognostic subgroups. Here, we aimed to validate the marker set in an additional cohort and to evaluate its clinical utility for CLL patient stratification. METHODS: We evaluated this epigenetic marker set in 79 German patients using bisulfite treatment followed by pyrosequencing and classification using a support vector machine-learning tool. RESULTS: The n-CLL, i-CLL, and m-CLL classification was detected in 28 (35%), 10 (13%), and 41 (51%) patients, respectively. Epigenetic grouping was associated with IGHV mutational status (P = 2 × 10(−12)), isolated del13q (P = 9 × 10(−6)), del17p (P = .015), complex karyotype (P = .005), VH-usage, and clinical outcome as time to first treatment (P = 1.4 × 10(−12)) and overall survival (P = .003). Multivariate Cox regression analysis identified n-CLL as a factor for earlier treatment hazard ratio (HR), 6.3 (95% confidence interval [CI] 2.4-16.4; P = .0002) compared to IGHV mutational status (HR 4.6, 95% CI 1.9-11.3, P = .0008). In addition, when comparing the prognostic value of the epigenetic classification system with the IGHV classification, epigenetic grouping performed better compared to IGHV mutational status using Kaplan-Meier estimation and allowed the identification of a third, intermediate (i-CLL) group. Thus, our study confirmed the prognostic value of the epigenetic marker set for patient stratification in routine clinical diagnostics. SAGE Publications 2022-01-19 /pmc/articles/PMC8793417/ /pubmed/35095271 http://dx.doi.org/10.1177/11772719211067972 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Grimm, Christina Herling, Carmen Diana Komnidi, Anastasia Hussong, Michelle Kreuzer, Karl-Anton Hallek, Michael Schweiger, Michal R. Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients |
title | Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients |
title_full | Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients |
title_fullStr | Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients |
title_full_unstemmed | Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients |
title_short | Evaluation of a Prognostic Epigenetic Classification System in Chronic Lymphocytic Leukemia Patients |
title_sort | evaluation of a prognostic epigenetic classification system in chronic lymphocytic leukemia patients |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8793417/ https://www.ncbi.nlm.nih.gov/pubmed/35095271 http://dx.doi.org/10.1177/11772719211067972 |
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