Cargando…
Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
We present the first large-scale methylome-wide association studies (MWAS) for major depressive disorder (MDD) to identify sites of potential importance for MDD etiology. Using a sequencing-based approach that provides near-complete coverage of all 28 million common CpGs in the human genome, we assa...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428621/ https://www.ncbi.nlm.nih.gov/pubmed/30242228 http://dx.doi.org/10.1038/s41380-018-0247-6 |
_version_ | 1783405422114242560 |
---|---|
author | Aberg, Karolina A. Dean, Brian Shabalin, Andrey A. Chan, Robin F. Han, Laura K.M. Zhao, Min van Grootheest, Gerard Xie, Lin Y. Milaneschi, Yuri Clark, Shaunna L. Turecki, Gustavo Penninx, Brenda W.J.H. van den Oord, Edwin J.C.G. |
author_facet | Aberg, Karolina A. Dean, Brian Shabalin, Andrey A. Chan, Robin F. Han, Laura K.M. Zhao, Min van Grootheest, Gerard Xie, Lin Y. Milaneschi, Yuri Clark, Shaunna L. Turecki, Gustavo Penninx, Brenda W.J.H. van den Oord, Edwin J.C.G. |
author_sort | Aberg, Karolina A. |
collection | PubMed |
description | We present the first large-scale methylome-wide association studies (MWAS) for major depressive disorder (MDD) to identify sites of potential importance for MDD etiology. Using a sequencing-based approach that provides near-complete coverage of all 28 million common CpGs in the human genome, we assay methylation in MDD cases and controls from both blood (N=1,132) and postmortem brain tissues (N=61 samples from Brodmann Area 10, BA10). The MWAS for blood identified several loci with P 1.91×10(−8)-4.39×10(−8) and a resampling approach showed that the cumulative association was significant (P=4.03×10(−10)) with the signal coming from the top 25,000 MWAS markers. Furthermore, a permutation based analysis showed significant overlap (P=5.4×10(−3)) between the MWAS findings in blood and brain (BA10). This overlap was significantly enriched for a number of features including being in eQTLs in blood and frontal cortex, CpG islands and shores, and exons. The overlapping sites were also enriched for active chromatin states in brain including genic enhancers and active transcription start sites. Furthermore, three loci located in GABBR2, RUFY3 and in an intergenic region on chromosome 2 replicated with the same direction of effect in the second brain tissue (BA25, N=60) from the same individuals and in two independent brain collections (BA10, N=81 and 64). GABBR2 inhibits neuronal activity through G protein-coupled second-messenger systems and RUFY3 is implicated in the establishment of neuronal polarity and axon elongation. In conclusion, we identified and replicated methylated loci associated with MDD that are involved in biological functions of likely importance to MDD etiology. |
format | Online Article Text |
id | pubmed-6428621 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
spelling | pubmed-64286212019-03-21 Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples Aberg, Karolina A. Dean, Brian Shabalin, Andrey A. Chan, Robin F. Han, Laura K.M. Zhao, Min van Grootheest, Gerard Xie, Lin Y. Milaneschi, Yuri Clark, Shaunna L. Turecki, Gustavo Penninx, Brenda W.J.H. van den Oord, Edwin J.C.G. Mol Psychiatry Article We present the first large-scale methylome-wide association studies (MWAS) for major depressive disorder (MDD) to identify sites of potential importance for MDD etiology. Using a sequencing-based approach that provides near-complete coverage of all 28 million common CpGs in the human genome, we assay methylation in MDD cases and controls from both blood (N=1,132) and postmortem brain tissues (N=61 samples from Brodmann Area 10, BA10). The MWAS for blood identified several loci with P 1.91×10(−8)-4.39×10(−8) and a resampling approach showed that the cumulative association was significant (P=4.03×10(−10)) with the signal coming from the top 25,000 MWAS markers. Furthermore, a permutation based analysis showed significant overlap (P=5.4×10(−3)) between the MWAS findings in blood and brain (BA10). This overlap was significantly enriched for a number of features including being in eQTLs in blood and frontal cortex, CpG islands and shores, and exons. The overlapping sites were also enriched for active chromatin states in brain including genic enhancers and active transcription start sites. Furthermore, three loci located in GABBR2, RUFY3 and in an intergenic region on chromosome 2 replicated with the same direction of effect in the second brain tissue (BA25, N=60) from the same individuals and in two independent brain collections (BA10, N=81 and 64). GABBR2 inhibits neuronal activity through G protein-coupled second-messenger systems and RUFY3 is implicated in the establishment of neuronal polarity and axon elongation. In conclusion, we identified and replicated methylated loci associated with MDD that are involved in biological functions of likely importance to MDD etiology. 2018-09-21 2020-06 /pmc/articles/PMC6428621/ /pubmed/30242228 http://dx.doi.org/10.1038/s41380-018-0247-6 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Aberg, Karolina A. Dean, Brian Shabalin, Andrey A. Chan, Robin F. Han, Laura K.M. Zhao, Min van Grootheest, Gerard Xie, Lin Y. Milaneschi, Yuri Clark, Shaunna L. Turecki, Gustavo Penninx, Brenda W.J.H. van den Oord, Edwin J.C.G. Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples |
title | Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples |
title_full | Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples |
title_fullStr | Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples |
title_full_unstemmed | Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples |
title_short | Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples |
title_sort | methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428621/ https://www.ncbi.nlm.nih.gov/pubmed/30242228 http://dx.doi.org/10.1038/s41380-018-0247-6 |
work_keys_str_mv | AT abergkarolinaa methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT deanbrian methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT shabalinandreya methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT chanrobinf methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT hanlaurakm methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT zhaomin methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT vangrootheestgerard methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT xieliny methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT milaneschiyuri methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT clarkshaunnal methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT tureckigustavo methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT penninxbrendawjh methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples AT vandenoordedwinjcg methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples |