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Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs

Profiling of circulating cell-free DNA (cfDNA) by tissue-specific base modifications, such as 5-methylcytosines (5mC), may enable the monitoring of ongoing pathophysiological processes. Nanopore sequencing allows genome-wide 5mC detection in cfDNA without bisulphite conversion. The aims of this stud...

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Autores principales: Drag, Markus Hodal, Debes, Karina Poulsdóttir, Franck, Clara Sandkamm, Flethøj, Mette, Lyhne, Mille Kronborg, Møller, Jacob Eifer, Ludvigsen, Trine Pagh, Jespersen, Thomas, Olsen, Lisbeth Høier, Kilpeläinen, Tuomas O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088973/
https://www.ncbi.nlm.nih.gov/pubmed/37032646
http://dx.doi.org/10.1080/15592294.2023.2199374
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author Drag, Markus Hodal
Debes, Karina Poulsdóttir
Franck, Clara Sandkamm
Flethøj, Mette
Lyhne, Mille Kronborg
Møller, Jacob Eifer
Ludvigsen, Trine Pagh
Jespersen, Thomas
Olsen, Lisbeth Høier
Kilpeläinen, Tuomas O.
author_facet Drag, Markus Hodal
Debes, Karina Poulsdóttir
Franck, Clara Sandkamm
Flethøj, Mette
Lyhne, Mille Kronborg
Møller, Jacob Eifer
Ludvigsen, Trine Pagh
Jespersen, Thomas
Olsen, Lisbeth Høier
Kilpeläinen, Tuomas O.
author_sort Drag, Markus Hodal
collection PubMed
description Profiling of circulating cell-free DNA (cfDNA) by tissue-specific base modifications, such as 5-methylcytosines (5mC), may enable the monitoring of ongoing pathophysiological processes. Nanopore sequencing allows genome-wide 5mC detection in cfDNA without bisulphite conversion. The aims of this study were: i) to find differentially methylated regions (DMRs) of cfDNA associated with obesity in Göttingen minipigs using Nanopore sequencing, ii) to validate a subset of the DMRs using methylation-specific PCR (MSP-PCR), and iii) to compare the cfDNA DMRs with those from whole blood genomic DNA (gDNA). Serum cfDNA and gDNA were obtained from 10 lean and 7 obese Göttingen Minipigs both with experimentally induced myocardial infarction and sequenced using Oxford Nanopore MinION. A total of 1,236 cfDNA DMRs (FDR<0.01) were associated with obesity. In silico analysis showed enrichment of the adipocytokine signalling, glucagon signalling, and cellular glucose homoeostasis pathways. A strong cfDNA DMR was discovered in PPARGC1B, a gene linked to obesity and type 2 diabetes. The DMR was validated using MSP-PCR and correlated significantly with body weight (P < 0.05). No DMRs intersected between cfDNA and gDNA, suggesting that cfDNA originates from body-wide shedding of DNA. In conclusion, nanopore sequencing detected differential methylation in minute quantities (0.1–1 ng/µl) of cfDNA. Future work should focus on translation into human and comparing 5mC from somatic tissues to pinpoint the exact location of pathology.
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spelling pubmed-100889732023-04-12 Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs Drag, Markus Hodal Debes, Karina Poulsdóttir Franck, Clara Sandkamm Flethøj, Mette Lyhne, Mille Kronborg Møller, Jacob Eifer Ludvigsen, Trine Pagh Jespersen, Thomas Olsen, Lisbeth Høier Kilpeläinen, Tuomas O. Epigenetics Research Paper Profiling of circulating cell-free DNA (cfDNA) by tissue-specific base modifications, such as 5-methylcytosines (5mC), may enable the monitoring of ongoing pathophysiological processes. Nanopore sequencing allows genome-wide 5mC detection in cfDNA without bisulphite conversion. The aims of this study were: i) to find differentially methylated regions (DMRs) of cfDNA associated with obesity in Göttingen minipigs using Nanopore sequencing, ii) to validate a subset of the DMRs using methylation-specific PCR (MSP-PCR), and iii) to compare the cfDNA DMRs with those from whole blood genomic DNA (gDNA). Serum cfDNA and gDNA were obtained from 10 lean and 7 obese Göttingen Minipigs both with experimentally induced myocardial infarction and sequenced using Oxford Nanopore MinION. A total of 1,236 cfDNA DMRs (FDR<0.01) were associated with obesity. In silico analysis showed enrichment of the adipocytokine signalling, glucagon signalling, and cellular glucose homoeostasis pathways. A strong cfDNA DMR was discovered in PPARGC1B, a gene linked to obesity and type 2 diabetes. The DMR was validated using MSP-PCR and correlated significantly with body weight (P < 0.05). No DMRs intersected between cfDNA and gDNA, suggesting that cfDNA originates from body-wide shedding of DNA. In conclusion, nanopore sequencing detected differential methylation in minute quantities (0.1–1 ng/µl) of cfDNA. Future work should focus on translation into human and comparing 5mC from somatic tissues to pinpoint the exact location of pathology. Taylor & Francis 2023-04-10 /pmc/articles/PMC10088973/ /pubmed/37032646 http://dx.doi.org/10.1080/15592294.2023.2199374 Text en © 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.
spellingShingle Research Paper
Drag, Markus Hodal
Debes, Karina Poulsdóttir
Franck, Clara Sandkamm
Flethøj, Mette
Lyhne, Mille Kronborg
Møller, Jacob Eifer
Ludvigsen, Trine Pagh
Jespersen, Thomas
Olsen, Lisbeth Høier
Kilpeläinen, Tuomas O.
Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs
title Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs
title_full Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs
title_fullStr Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs
title_full_unstemmed Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs
title_short Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs
title_sort nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free dna from göttingen minipigs
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088973/
https://www.ncbi.nlm.nih.gov/pubmed/37032646
http://dx.doi.org/10.1080/15592294.2023.2199374
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