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Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders
For gene expression analysis, the raw data obtained from RT-qPCR are preferably normalized to reference genes, which should be constantly expressed regardless of experimental conditions. Selection of reference genes is particularly challenging for the developing lung because of the complex transcrip...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587035/ https://www.ncbi.nlm.nih.gov/pubmed/36271035 http://dx.doi.org/10.1038/s41598-022-19071-1 |
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author | Shin, H. Morty, R. E. Sucre, J. M. Negretti, N. M. Markmann, M. Hossain, H. Krauss-Etschmann, S. Dehmel, S. Hilgendorff, A. |
author_facet | Shin, H. Morty, R. E. Sucre, J. M. Negretti, N. M. Markmann, M. Hossain, H. Krauss-Etschmann, S. Dehmel, S. Hilgendorff, A. |
author_sort | Shin, H. |
collection | PubMed |
description | For gene expression analysis, the raw data obtained from RT-qPCR are preferably normalized to reference genes, which should be constantly expressed regardless of experimental conditions. Selection of reference genes is particularly challenging for the developing lung because of the complex transcriptional and epigenetic regulation of genes during organ maturation and injury repair. To date, there are only limited experimental data addressing reliable reference genes for this biological circumstance. In this study, we evaluated reference genes for the lung in neonatal C57BL/6 mice under consideration of biological, technical and experimental conditions. For that, we thoroughly selected candidates from commonly used reference genes side-by-side with novel ones by analyzing publicly available microarray datasets. We performed RT-qPCR of the selected candidate genes and analyzed their expression variability using GeNorm and Normfinder. Cell-specific expression of the candidate genes was analyzed using our own single-cell RNA-sequencing data from the developing mouse lung. Depending on the investigated conditions, i.e., developmental stages, sex, RNA quality, experimental condition (hyperoxia) and cell types, distinct candidate genes demonstrated stable expression confirming their eligibility as reliable reference genes. Our results provide valuable information for the selection of proper reference genes in studies investigating the neonatal mouse lung. |
format | Online Article Text |
id | pubmed-9587035 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95870352022-10-23 Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders Shin, H. Morty, R. E. Sucre, J. M. Negretti, N. M. Markmann, M. Hossain, H. Krauss-Etschmann, S. Dehmel, S. Hilgendorff, A. Sci Rep Article For gene expression analysis, the raw data obtained from RT-qPCR are preferably normalized to reference genes, which should be constantly expressed regardless of experimental conditions. Selection of reference genes is particularly challenging for the developing lung because of the complex transcriptional and epigenetic regulation of genes during organ maturation and injury repair. To date, there are only limited experimental data addressing reliable reference genes for this biological circumstance. In this study, we evaluated reference genes for the lung in neonatal C57BL/6 mice under consideration of biological, technical and experimental conditions. For that, we thoroughly selected candidates from commonly used reference genes side-by-side with novel ones by analyzing publicly available microarray datasets. We performed RT-qPCR of the selected candidate genes and analyzed their expression variability using GeNorm and Normfinder. Cell-specific expression of the candidate genes was analyzed using our own single-cell RNA-sequencing data from the developing mouse lung. Depending on the investigated conditions, i.e., developmental stages, sex, RNA quality, experimental condition (hyperoxia) and cell types, distinct candidate genes demonstrated stable expression confirming their eligibility as reliable reference genes. Our results provide valuable information for the selection of proper reference genes in studies investigating the neonatal mouse lung. Nature Publishing Group UK 2022-10-21 /pmc/articles/PMC9587035/ /pubmed/36271035 http://dx.doi.org/10.1038/s41598-022-19071-1 Text en © The Author(s) 2022 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/) . |
spellingShingle | Article Shin, H. Morty, R. E. Sucre, J. M. Negretti, N. M. Markmann, M. Hossain, H. Krauss-Etschmann, S. Dehmel, S. Hilgendorff, A. Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders |
title | Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders |
title_full | Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders |
title_fullStr | Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders |
title_full_unstemmed | Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders |
title_short | Reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders |
title_sort | reference genes for the developing mouse lung under consideration of biological, technical and experimental confounders |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587035/ https://www.ncbi.nlm.nih.gov/pubmed/36271035 http://dx.doi.org/10.1038/s41598-022-19071-1 |
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