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Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease
BACKGROUND: Autosomal-dominant Alzheimer's disease (ADAD) is caused by pathogenic mutations in APP, PSEN1, and PSEN2, which usually lead to an early age at onset (< 65). Circular RNAs are a family of non-coding RNAs highly expressed in the nervous system and especially in synapses. We aimed...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895634/ https://www.ncbi.nlm.nih.gov/pubmed/35246267 http://dx.doi.org/10.1186/s40478-022-01328-5 |
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author | Chen, Hsiang-Han Eteleeb, Abdallah Wang, Ciyang Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Norton, Joanne Wang, Fengxian Ebl, Curtis Morris, John C. Perrin, Richard J. Bateman, Randall J. McDade, Eric Xiong, Chengjie Goate, Alison Farlow, Martin Chhatwal, Jasmeer Schofield, Peter R. Chui, Helena Harari, Oscar Cruchaga, Carlos Ibanez, Laura |
author_facet | Chen, Hsiang-Han Eteleeb, Abdallah Wang, Ciyang Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Norton, Joanne Wang, Fengxian Ebl, Curtis Morris, John C. Perrin, Richard J. Bateman, Randall J. McDade, Eric Xiong, Chengjie Goate, Alison Farlow, Martin Chhatwal, Jasmeer Schofield, Peter R. Chui, Helena Harari, Oscar Cruchaga, Carlos Ibanez, Laura |
author_sort | Chen, Hsiang-Han |
collection | PubMed |
description | BACKGROUND: Autosomal-dominant Alzheimer's disease (ADAD) is caused by pathogenic mutations in APP, PSEN1, and PSEN2, which usually lead to an early age at onset (< 65). Circular RNAs are a family of non-coding RNAs highly expressed in the nervous system and especially in synapses. We aimed to investigate differences in brain gene expression of linear and circular transcripts from the three ADAD genes in controls, sporadic AD, and ADAD. METHODS: We obtained and sequenced RNA from brain cortex using standard protocols. Linear counts were obtained using the TOPMed pipeline; circular counts, using python package DCC. After stringent quality control (QC), we obtained the counts for PSEN1, PSEN2 and APP genes. Only circPSEN1 passed QC. We used DESeq2 to compare the counts across groups, correcting for biological and technical variables. Finally, we performed in-silico functional analyses using the Circular RNA interactome website and DIANA mirPath software. RESULTS: Our results show significant differences in gene counts of circPSEN1 in ADAD individuals, when compared to sporadic AD and controls (ADAD = 21, AD = 253, Controls = 23—ADADvsCO: log(2)FC = 0.794, p = 1.63 × 10(–04), ADADvsAD: log(2)FC = 0.602, p = 8.22 × 10(–04)). The high gene counts are contributed by two circPSEN1 species (hsa_circ_0008521 and hsa_circ_0003848). No significant differences were observed in linear PSEN1 gene expression between cases and controls, indicating that this finding is specific to the circular forms. In addition, the high circPSEN1 levels do not seem to be specific to PSEN1 mutation carriers; the counts are also elevated in APP and PSEN2 mutation carriers. In-silico functional analyses suggest that circPSEN1 is involved in several pathways such as axon guidance (p = 3.39 × 10(–07)), hippo signaling pathway (p = 7.38 × 10(–07)), lysine degradation (p = 2.48 × 10(–05)) or Wnt signaling pathway (p = 5.58 × 10(–04)) among other KEGG pathways. Additionally, circPSEN1 counts were able to discriminate ADAD from sporadic AD and controls with an AUC above 0.70. CONCLUSIONS: Our findings show the differential expression of circPSEN1 is increased in ADAD. Given the biological function previously ascribed to circular RNAs and the results of our in-silico analyses, we hypothesize that this finding might be related to neuroinflammatory events that lead or that are caused by the accumulation of amyloid-beta. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01328-5. |
format | Online Article Text |
id | pubmed-8895634 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88956342022-03-10 Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease Chen, Hsiang-Han Eteleeb, Abdallah Wang, Ciyang Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Norton, Joanne Wang, Fengxian Ebl, Curtis Morris, John C. Perrin, Richard J. Bateman, Randall J. McDade, Eric Xiong, Chengjie Goate, Alison Farlow, Martin Chhatwal, Jasmeer Schofield, Peter R. Chui, Helena Harari, Oscar Cruchaga, Carlos Ibanez, Laura Acta Neuropathol Commun Research BACKGROUND: Autosomal-dominant Alzheimer's disease (ADAD) is caused by pathogenic mutations in APP, PSEN1, and PSEN2, which usually lead to an early age at onset (< 65). Circular RNAs are a family of non-coding RNAs highly expressed in the nervous system and especially in synapses. We aimed to investigate differences in brain gene expression of linear and circular transcripts from the three ADAD genes in controls, sporadic AD, and ADAD. METHODS: We obtained and sequenced RNA from brain cortex using standard protocols. Linear counts were obtained using the TOPMed pipeline; circular counts, using python package DCC. After stringent quality control (QC), we obtained the counts for PSEN1, PSEN2 and APP genes. Only circPSEN1 passed QC. We used DESeq2 to compare the counts across groups, correcting for biological and technical variables. Finally, we performed in-silico functional analyses using the Circular RNA interactome website and DIANA mirPath software. RESULTS: Our results show significant differences in gene counts of circPSEN1 in ADAD individuals, when compared to sporadic AD and controls (ADAD = 21, AD = 253, Controls = 23—ADADvsCO: log(2)FC = 0.794, p = 1.63 × 10(–04), ADADvsAD: log(2)FC = 0.602, p = 8.22 × 10(–04)). The high gene counts are contributed by two circPSEN1 species (hsa_circ_0008521 and hsa_circ_0003848). No significant differences were observed in linear PSEN1 gene expression between cases and controls, indicating that this finding is specific to the circular forms. In addition, the high circPSEN1 levels do not seem to be specific to PSEN1 mutation carriers; the counts are also elevated in APP and PSEN2 mutation carriers. In-silico functional analyses suggest that circPSEN1 is involved in several pathways such as axon guidance (p = 3.39 × 10(–07)), hippo signaling pathway (p = 7.38 × 10(–07)), lysine degradation (p = 2.48 × 10(–05)) or Wnt signaling pathway (p = 5.58 × 10(–04)) among other KEGG pathways. Additionally, circPSEN1 counts were able to discriminate ADAD from sporadic AD and controls with an AUC above 0.70. CONCLUSIONS: Our findings show the differential expression of circPSEN1 is increased in ADAD. Given the biological function previously ascribed to circular RNAs and the results of our in-silico analyses, we hypothesize that this finding might be related to neuroinflammatory events that lead or that are caused by the accumulation of amyloid-beta. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01328-5. BioMed Central 2022-03-04 /pmc/articles/PMC8895634/ /pubmed/35246267 http://dx.doi.org/10.1186/s40478-022-01328-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (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 Chen, Hsiang-Han Eteleeb, Abdallah Wang, Ciyang Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Norton, Joanne Wang, Fengxian Ebl, Curtis Morris, John C. Perrin, Richard J. Bateman, Randall J. McDade, Eric Xiong, Chengjie Goate, Alison Farlow, Martin Chhatwal, Jasmeer Schofield, Peter R. Chui, Helena Harari, Oscar Cruchaga, Carlos Ibanez, Laura Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease |
title | Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease |
title_full | Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease |
title_fullStr | Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease |
title_full_unstemmed | Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease |
title_short | Circular RNA detection identifies circPSEN1 alterations in brain specific to autosomal dominant Alzheimer's disease |
title_sort | circular rna detection identifies circpsen1 alterations in brain specific to autosomal dominant alzheimer's disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895634/ https://www.ncbi.nlm.nih.gov/pubmed/35246267 http://dx.doi.org/10.1186/s40478-022-01328-5 |
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