bioRxivGenomicsPreprint
Large-scale analysis of DNA methylation identifies cellular alterations in blood from psychosis patients and molecular biomarkers of treatment-resistant schizophrenia.
Eilis J. HannoniD, Emma Louise DempsteriD, Georgina ManselliD, Joe BurrageiD, Nicholas James BassiD, Marc M. Bohlken, Aiden Peter CorviniD, Charles J. C. CurtisiD, David W. DempsteriD, Marta Di Forta, Timothy G. DinaniD, Gary J DonohoeiD, Fiona GaughraniD, Michael GilliD, Amy L. GillespieiD, Cerisse GunasingheiD, Hilleke E. Hulshoff PoliD, Christina M. HultmaniD, Viktoria JohanssoniD, René S. KahniD, Jaakko A. KaprioiD, Günter KenisiD, Kaarina KowaleciD, James Hunter MacCabeiD, Colm McDonaldiD, , Jonathan S. MilliD
Abstract
ObjectivePsychosis - a complex and heterogeneous neuropsychiatric condition characterized by hallucinations and delusions - is a common feature of schizophrenia. There is evidence for altered DNA methylation (DNAm) associated with schizophrenia in both brain and peripheral tissues. We aimed to undertake a systematic analysis of variable DNAm associated with psychosis, schizophrenia, and treatment-resistant schizophrenia, also exploring measures of biological ageing, smoking, and blood cell composition derived from DNAm data to identify molecular biomarkers of disease. MethodsWe quantified DNAm across the genome in blood samples from 4,483 participants from seven case-control cohorts including patients with schizophrenia or first-episode psychosis. Measures of biological age, cellular composition and smoking status were derived from DNAm data using established algorithms. DNAm and derived measures were analyzed within each cohort and the results combined by meta-analysis. ResultsPsychosis cases were characterized by significant differences in measures of blood cell proportions and elevated smoking exposure derived from the DNAm data, with the largest differences seen in treatment-resistant schizophrenia patients. DNAm at 95 CpG sites was significantly different between psychosis cases and controls, with 1,048 differentially methylated positions (DMPs) identified between schizophrenia cases and controls. Schizophrenia-associated DMPs colocalize to regions identified in genetic association studies, with genes annotated to these sites enriched for pathways relevant to disease. Finally, a number of the schizophrenia associated differences were only present in the treatment-resistant schizophrenia subgroup. ConclusionsWe show that DNAm data can be leveraged to derive measures of blood cell counts and smoking that are strongly associated with psychosis. Our DNAm meta-analysis identified multiple DMPs associated with both psychosis and a more refined diagnosis of schizophrenia, with evidence for differential methylation associated with treatment-resistant schizophrenia that potentially reflects exposure to clozapine.
- organism: human
- assay: DNA methylation
- research focus: differential expression
- approach: statistical model
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Risperidone-induced changes in DNA methylation from peripheral blood in first-episode schizophrenia parallel neuroimaging and cognitive phenotype
- Schizophrenia-associated DNA methylation differences in the cortex are neuron-specific
Eilis J. Hannon, Emma Walker, … Jonathan S. Mill·bioRxiv·Jul 9, 2026
- Derivation of Poly-Methylomic Profile Scores for Schizophrenia
Oliver J. Watkeys, Sarah Cohen‐Woods, … Melissa J. Green·Progress in Neuro-Psychopharmacology and Biological PsychiatryPeer-reviewed·Mar 16, 2020
- Assessing the burden of rare DNA methylation outliers in schizophrenia
Christine Søholm Hansen, Andrew McQuillin, … Magdalena Janecka·bioRxiv·Jan 9, 2023
- Functional analysis of evolutionary human methylated regions in schizophrenia patients
Niladri Banerjee, Tatiana V. Polushina, … Stéphanie Le Hellard·bioRxiv·Feb 5, 2019
- Cell-type specific epigenetic links to schizophrenia risk in brain
Isabel Mendizabal, Stefano Berto, … Soojin V. Yi·Genome biologyPeer-reviewed·Jul 9, 2019