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Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk
Breast milk contains thousands of bioactive compounds including extracellular vesicle microRNAs (EV-miRNAs), which may regulate pathways such as infant immune system development and metabolism. We examined the associations between the expression of EV-miRNAs and laboratory variables (i.e., batch eff...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363855/ https://www.ncbi.nlm.nih.gov/pubmed/37492577 http://dx.doi.org/10.3389/fimmu.2023.1151870 |
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author | Holzhausen, Elizabeth A. Kupsco, Allison Chalifour, Bridget N. Patterson, William B. Schmidt, Kelsey A. Mokhtari, Pari Baccarelli, Andrea A. Goran, Michael I. Alderete, Tanya L. |
author_facet | Holzhausen, Elizabeth A. Kupsco, Allison Chalifour, Bridget N. Patterson, William B. Schmidt, Kelsey A. Mokhtari, Pari Baccarelli, Andrea A. Goran, Michael I. Alderete, Tanya L. |
author_sort | Holzhausen, Elizabeth A. |
collection | PubMed |
description | Breast milk contains thousands of bioactive compounds including extracellular vesicle microRNAs (EV-miRNAs), which may regulate pathways such as infant immune system development and metabolism. We examined the associations between the expression of EV-miRNAs and laboratory variables (i.e., batch effects, sample characteristics), sequencing quality indicators, and maternal-infant characteristics. The study included 109 Latino mother-infant dyads from the Southern California Mother’s Milk Study. Mothers were age 28.0 ± 5.6 and 23-46 days postpartum. We used principal components analysis to evaluate whether EV-miRNA expression was associated with factors of interest. Then, we used linear models to estimate relationships between these factors and specific EV-miRNA counts and analyzed functional pathways associated with those EV-miRNAs. Finally, we explored which maternal-infant characteristics predicted sequencing quality indicators. Sequencing quality indicators, predominant breastfeeding, and breastfeedings/day were associated with EV-miRNA principal components. Maternal body mass index and breast milk collection timing predicted proportion of unmapped reads. Expression of 2 EV-miRNAs were associated with days postpartum, 23 EV-miRNAs were associated with breast milk collection time, 23 EV-miRNAs were associated with predominant breastfeeding, and 38 EV-miRNAs were associated with breastfeedings/day. These EV-miRNAs were associated with pathways including Hippo signaling pathway and ECM-receptor interaction, among others. This study identifies several important factors that may contribute to breast milk EV-miRNA expression. Future studies should consider these findings in the design and analysis of breast milk miRNA research. |
format | Online Article Text |
id | pubmed-10363855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103638552023-07-25 Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk Holzhausen, Elizabeth A. Kupsco, Allison Chalifour, Bridget N. Patterson, William B. Schmidt, Kelsey A. Mokhtari, Pari Baccarelli, Andrea A. Goran, Michael I. Alderete, Tanya L. Front Immunol Immunology Breast milk contains thousands of bioactive compounds including extracellular vesicle microRNAs (EV-miRNAs), which may regulate pathways such as infant immune system development and metabolism. We examined the associations between the expression of EV-miRNAs and laboratory variables (i.e., batch effects, sample characteristics), sequencing quality indicators, and maternal-infant characteristics. The study included 109 Latino mother-infant dyads from the Southern California Mother’s Milk Study. Mothers were age 28.0 ± 5.6 and 23-46 days postpartum. We used principal components analysis to evaluate whether EV-miRNA expression was associated with factors of interest. Then, we used linear models to estimate relationships between these factors and specific EV-miRNA counts and analyzed functional pathways associated with those EV-miRNAs. Finally, we explored which maternal-infant characteristics predicted sequencing quality indicators. Sequencing quality indicators, predominant breastfeeding, and breastfeedings/day were associated with EV-miRNA principal components. Maternal body mass index and breast milk collection timing predicted proportion of unmapped reads. Expression of 2 EV-miRNAs were associated with days postpartum, 23 EV-miRNAs were associated with breast milk collection time, 23 EV-miRNAs were associated with predominant breastfeeding, and 38 EV-miRNAs were associated with breastfeedings/day. These EV-miRNAs were associated with pathways including Hippo signaling pathway and ECM-receptor interaction, among others. This study identifies several important factors that may contribute to breast milk EV-miRNA expression. Future studies should consider these findings in the design and analysis of breast milk miRNA research. Frontiers Media S.A. 2023-07-10 /pmc/articles/PMC10363855/ /pubmed/37492577 http://dx.doi.org/10.3389/fimmu.2023.1151870 Text en Copyright © 2023 Holzhausen, Kupsco, Chalifour, Patterson, Schmidt, Mokhtari, Baccarelli, Goran and Alderete https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Holzhausen, Elizabeth A. Kupsco, Allison Chalifour, Bridget N. Patterson, William B. Schmidt, Kelsey A. Mokhtari, Pari Baccarelli, Andrea A. Goran, Michael I. Alderete, Tanya L. Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk |
title | Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk |
title_full | Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk |
title_fullStr | Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk |
title_full_unstemmed | Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk |
title_short | Influence of technical and maternal-infant factors on the measurement and expression of extracellular miRNA in human milk |
title_sort | influence of technical and maternal-infant factors on the measurement and expression of extracellular mirna in human milk |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363855/ https://www.ncbi.nlm.nih.gov/pubmed/37492577 http://dx.doi.org/10.3389/fimmu.2023.1151870 |
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