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Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway
BACKGROUND: Exposure to cytotoxic chemotherapy treatment may alter DNA methylation (DNAm) in breast cancer patients. METHODS: We performed DNAm analysis in 125 breast cancer patients with blood drawn before and after chemotherapy, using the Illumina MethylationEPIC array. DNAm changes of 588,798 ind...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10626732/ https://www.ncbi.nlm.nih.gov/pubmed/37932858 http://dx.doi.org/10.1186/s13058-023-01730-4 |
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author | Ho, Peh Joo Khng, Alexis Jiaying Tan, Benita Kiat-Tee Lim, Geok Hoon Tan, Su-Ming Tan, Veronique Kiak Mien Tan, Ryan Shea Ying Cong Lim, Elaine Hsuen Iau, Philip Tsau-Choong Chew, Ying Jia Lim, Yi Ying Hartman, Mikael Tan, Ern Yu Li, Jingmei |
author_facet | Ho, Peh Joo Khng, Alexis Jiaying Tan, Benita Kiat-Tee Lim, Geok Hoon Tan, Su-Ming Tan, Veronique Kiak Mien Tan, Ryan Shea Ying Cong Lim, Elaine Hsuen Iau, Philip Tsau-Choong Chew, Ying Jia Lim, Yi Ying Hartman, Mikael Tan, Ern Yu Li, Jingmei |
author_sort | Ho, Peh Joo |
collection | PubMed |
description | BACKGROUND: Exposure to cytotoxic chemotherapy treatment may alter DNA methylation (DNAm) in breast cancer patients. METHODS: We performed DNAm analysis in 125 breast cancer patients with blood drawn before and after chemotherapy, using the Illumina MethylationEPIC array. DNAm changes of 588,798 individual CpGs (including 41,207 promoter regions) were evaluated using linear regression models adjusted for monocyte proportion. Gene set enrichment analyses (GSEA) were conducted to identify key Gene Ontology (GO) biological processes or Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways associated with chemotherapy. Results were validated in a separate cohort of breast cancer patients who were treated (n = 1273) and not treated (n = 872) by chemotherapy (1808 blood, 337 saliva). RESULTS: A total of 141 differentially methylated CpGs and 11 promoters were significantly associated with chemotherapy after multiple testing corrections in both the paired sample and single time point analyses. GSEA of promoter regions (pre-ranked by test statistics) identified six suppressed biological processes (p < 4.67e−8) related to sensory perception and detection of chemical stimuli, including smell perception (GO:0007606, GO:0007608, GO:0009593, GO:0050906, GO:0050907, and GO:0050911). The same six biological processes were significantly suppressed in the validation dataset (p < 9.02e−14). The KEGG pathway olfactory transduction (hsa04740) was also found to be significantly suppressed (p(paired-samples) = 1.72e−9, p(single-timepoint-blood) = 2.03e−15 and p(single-timepoint-saliva) = 7.52e−56). CONCLUSION: The enrichment of imprinted genes within biological processes and pathways suggests a biological mechanism by which chemotherapy could affect the perception of smell. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-023-01730-4. |
format | Online Article Text |
id | pubmed-10626732 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106267322023-11-07 Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway Ho, Peh Joo Khng, Alexis Jiaying Tan, Benita Kiat-Tee Lim, Geok Hoon Tan, Su-Ming Tan, Veronique Kiak Mien Tan, Ryan Shea Ying Cong Lim, Elaine Hsuen Iau, Philip Tsau-Choong Chew, Ying Jia Lim, Yi Ying Hartman, Mikael Tan, Ern Yu Li, Jingmei Breast Cancer Res Research BACKGROUND: Exposure to cytotoxic chemotherapy treatment may alter DNA methylation (DNAm) in breast cancer patients. METHODS: We performed DNAm analysis in 125 breast cancer patients with blood drawn before and after chemotherapy, using the Illumina MethylationEPIC array. DNAm changes of 588,798 individual CpGs (including 41,207 promoter regions) were evaluated using linear regression models adjusted for monocyte proportion. Gene set enrichment analyses (GSEA) were conducted to identify key Gene Ontology (GO) biological processes or Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways associated with chemotherapy. Results were validated in a separate cohort of breast cancer patients who were treated (n = 1273) and not treated (n = 872) by chemotherapy (1808 blood, 337 saliva). RESULTS: A total of 141 differentially methylated CpGs and 11 promoters were significantly associated with chemotherapy after multiple testing corrections in both the paired sample and single time point analyses. GSEA of promoter regions (pre-ranked by test statistics) identified six suppressed biological processes (p < 4.67e−8) related to sensory perception and detection of chemical stimuli, including smell perception (GO:0007606, GO:0007608, GO:0009593, GO:0050906, GO:0050907, and GO:0050911). The same six biological processes were significantly suppressed in the validation dataset (p < 9.02e−14). The KEGG pathway olfactory transduction (hsa04740) was also found to be significantly suppressed (p(paired-samples) = 1.72e−9, p(single-timepoint-blood) = 2.03e−15 and p(single-timepoint-saliva) = 7.52e−56). CONCLUSION: The enrichment of imprinted genes within biological processes and pathways suggests a biological mechanism by which chemotherapy could affect the perception of smell. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-023-01730-4. BioMed Central 2023-11-06 2023 /pmc/articles/PMC10626732/ /pubmed/37932858 http://dx.doi.org/10.1186/s13058-023-01730-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Ho, Peh Joo Khng, Alexis Jiaying Tan, Benita Kiat-Tee Lim, Geok Hoon Tan, Su-Ming Tan, Veronique Kiak Mien Tan, Ryan Shea Ying Cong Lim, Elaine Hsuen Iau, Philip Tsau-Choong Chew, Ying Jia Lim, Yi Ying Hartman, Mikael Tan, Ern Yu Li, Jingmei Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway |
title | Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway |
title_full | Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway |
title_fullStr | Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway |
title_full_unstemmed | Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway |
title_short | Alterations to DNA methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway |
title_sort | alterations to dna methylation patterns induced by chemotherapy treatment are associated with negative impacts on the olfactory pathway |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10626732/ https://www.ncbi.nlm.nih.gov/pubmed/37932858 http://dx.doi.org/10.1186/s13058-023-01730-4 |
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