TY - JOUR
T1 - Derivation of poly-methylomic profile scores for schizophrenia
AU - Watkeys, Oliver J.
AU - Cohen-Woods, Sarah
AU - Quidé, Yann
AU - Cairns, Murray J.
AU - Overs, Bronwyn
AU - Fullerton, Janice M.
AU - Green, Melissa J.
PY - 2020/7/13
Y1 - 2020/7/13
N2 - Schizophrenia and bipolar disorder share biological features and environmental risk factors that may be associated with altered DNA methylation. In this study we sought to: 1) construct a novel ‘Poly-Methylomic Profile Score (PMPS)’ by transforming schizophrenia-associated epigenome-wide methylation from a previously published epigenome-wide association study (EWAS) into a single quantitative metric; and 2) examine associations between the PMPS and clinical status in an independent sample of 57 schizophrenia (SZ) cases, 59 bipolar disorder (BD) cases and 55 healthy controls (HC) for whom blood-derived DNA methylation was quantified using the Illumina 450 K methylation beadchip. We constructed five PMPSs at different p-value thresholds by summing methylation beta-values weighted by individual-CpG effect sizes from the meta-analysis of a previously published schizophrenia EWAS (comprising three separate cohorts with 675 [353 SZ and 322 HC] discovery cohort participants, 847 [414 SZ and 433 HC] replication cohort participants, and 96 monozygotic twin-pairs discordant for SZ). All SZ PMPSs were elevated in SZ participants relative to HCs, with the score calculated at a p-value threshold of 1 × 10−5 accounting for the greatest amount of variance. All PMPSs were elevated in SZ relative to BD and none of the PMPSs were increased in BD, or in a combined cohort of BD and SZ cases, relative to HCs. PMPSs were also not associated with positive or negative symptom severity. That this SZ-derived PMPSs was elevated in SZ, but not BD, suggests that epigenome-wide methylation patterns may represent distinct pathophysiology that is yet to be elucidated.
AB - Schizophrenia and bipolar disorder share biological features and environmental risk factors that may be associated with altered DNA methylation. In this study we sought to: 1) construct a novel ‘Poly-Methylomic Profile Score (PMPS)’ by transforming schizophrenia-associated epigenome-wide methylation from a previously published epigenome-wide association study (EWAS) into a single quantitative metric; and 2) examine associations between the PMPS and clinical status in an independent sample of 57 schizophrenia (SZ) cases, 59 bipolar disorder (BD) cases and 55 healthy controls (HC) for whom blood-derived DNA methylation was quantified using the Illumina 450 K methylation beadchip. We constructed five PMPSs at different p-value thresholds by summing methylation beta-values weighted by individual-CpG effect sizes from the meta-analysis of a previously published schizophrenia EWAS (comprising three separate cohorts with 675 [353 SZ and 322 HC] discovery cohort participants, 847 [414 SZ and 433 HC] replication cohort participants, and 96 monozygotic twin-pairs discordant for SZ). All SZ PMPSs were elevated in SZ participants relative to HCs, with the score calculated at a p-value threshold of 1 × 10−5 accounting for the greatest amount of variance. All PMPSs were elevated in SZ relative to BD and none of the PMPSs were increased in BD, or in a combined cohort of BD and SZ cases, relative to HCs. PMPSs were also not associated with positive or negative symptom severity. That this SZ-derived PMPSs was elevated in SZ, but not BD, suggests that epigenome-wide methylation patterns may represent distinct pathophysiology that is yet to be elucidated.
KW - Bipolar
KW - Epigenetics
KW - Methylation
KW - Polygenic
KW - Psychosis
KW - Schizophrenia
UR - http://www.scopus.com/inward/record.url?scp=85081653106&partnerID=8YFLogxK
UR - http://purl.org/au-research/grants/NHMRC/630471
UR - http://purl.org/au-research/grants/NHMRC/1081603
UR - http://purl.org/au-research/grants/NHMRC/1061875
UR - http://purl.org/au-research/grants/NHMRC/1063960
UR - http://purl.org/au-research/grants/NHMRC/1066177
UR - http://purl.org/au-research/grants/NHMRC/1121474
UR - http://purl.org/au-research/grants/NHMRC/401184
UR - http://purl.org/au-research/grants/NHMRC/386500
U2 - 10.1016/j.pnpbp.2020.109925
DO - 10.1016/j.pnpbp.2020.109925
M3 - Article
C2 - 32194204
AN - SCOPUS:85081653106
VL - 101
JO - Progress in Neuro-Psychopharmacology and Biological Psychiatry
JF - Progress in Neuro-Psychopharmacology and Biological Psychiatry
SN - 0278-5846
M1 - 109925
ER -