Joni Coleman Profile picture
Sep 15 20 tweets 7 min read
Next is Omar Shanta who will talk about a GWAS of CNVs in 500k individuals (127k cases, mostly EUR, some AFR). Needed consistent CNV calling across entire cohort. Difficult platforms, which makes things challenging. #WCPG2022
Aims: what is the contribution of rare CNVs, which are those CNVs per disorder, how do rare CNVs compare across disorders? #WCPG2022
Assess multiple metrics of CNV burden, comparing tier 1 (pli > 0.5) and tier 2 (pLI < 0.5). #WCPG2022
CNVs in genes continue to risk, enticed for tier 1, particularly in ASD, ADHD and SCZ. Moderate effects elsewhere #WCPG2022
Combining different types of data EUR case-control, AFR case-control, EUR families. #WCPG2022
Gene level contributions seen across SCZ and ASD, including in known loci, and also see effects cross-disorder. At breakpoint level get extra loci, including some (ASTN2) that are only found across disorders #WCPG2022
How do CNVs compare across disorders? Breakpoint analysis identified novel loci. Pleiotropic loci as well, NRXN1, 1q21 #WCPG2022
Intersected data with brain expression showed risk loci differ by disorders and by CNV type (deletion increased in ASD, and duplication in SCZ). #WCPG2022
Next is @vivek12252 talking about cross disorder GWAS in iPSYCH. Initial iPSYCH cross disorder GWAS highlighted fetal development as a key pathway #WCPG2022
IPSYCH is a Danish national case-control cohort. IPSYCH 2015 doubled the 2012 sample size. See high genetic correlation between disorders in the waves of iPSYCH, larger than those from elsewhere e.g. the brainstorm consortium #WCPG2022
Genetic correlations in iPSYCH are stable and unique - much higher between waves in iPSYCH than between iPSYCH and PGC #WCPG2022
GenomicSEM supports a common factor model of disorders. Carried out a series of GWAS based on this - psych Vs control, case-case, Case-cohort GWAS #WCPG2022
Psych Vs control identified 5 new loci. Different designs emphasize different genetic components, as shown by lower correlations across designs compared to within designs #WCPG2022
Finally we have @AdrianAskelund who will present on the genomics of psychiatric symptom differentiation in early life. Mental health struggles in children tend to be considered as internalising (emotional) and externalising (behavioural) difficulties #WCPG2022
Generated differentiation scores as E - B and total scores as E+B. Analysis in MoBA - 41% of pregnant women from Norway in 1998. 240k[?] individuals, 80% genotyped #WCPG2022
This study: 79k children, 13k sibling pairs. Differentiation and total scores at 1.5-5 years and symptoms at 8 years. 11 PRS. #WCPG2022
Differentiation becomes more variable from 1.5 to 5. Differentiation predicts expected disorders at 8 (high --> conduct disorder etc., Low --> anxiety etc.) #WCPG2022
Assessing across disorder PRS - ADHD predicts tendency to behavioural differentiation, BIP as well to an extent. PTSD and SCZ predict tendency to emotional differentiation to an extent #WCPG2022
Next step is Genomic SEM #WCPG2022
Take homes: find support for effect of ADHD PRS on behavioural difficulties. May be helpful in refining prediction in child psychiatry #WCPG2022

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More from @Joni_Coleman

Sep 15
@cathrynlewis introduces the @PGCgenetics showcase event. #WCPG2022
First Pat Sullivan electronically introduces the @PGCgenetics #WCPG2022
PGC 1000+ scientists from 50+ countries. Primary funding from NIH, but many others as well. 8 sites, 16 PIs in USA, UK, and Ireland. Coordinating committee including regional representatives. #WCPG2022
Read 35 tweets
Sep 15
I am in the #WCPG2022 IDEA plenary, which discusses the need and approaches to decolonising psychiatric genetics. Panel members are Olivia Matshabane, Paola Giusti-Rodriguez @paolagiustirodriguez, @hailianghuang, and @MeeraPurushott1. Chairs are Lea Davis and John Nurnberger.
[I will tweet as much as I can here, but a discussion is always more challenging to tweet]
First question highlights the impact of colonialism in research. This includes lack of resources and support for ECRs, the need for engaging with and working alongside studied groups throughout the research process, including subsequent data storage, access and usage. #WCPG2022
Read 17 tweets
Sep 15
I'm back (after a slightly longer lunch) - @juandelahozco is presenting on longitudinal trajectories in the EHR from the Clínica San Juan de Dios, Manizales, Colombia. #WCPG2022
Diagnoses of severe mental illness from ICD10, validated against structured interview and chart review. Some BIP-MDD mismatches (see tweets on @loldeloo talk earlier), but agreement is generally very good, especially for SCZ #WCPG2022
Want to extract presentation information from notes - developed NLP algorithm, required named entity recognition and negation detection. Extracted features align with ICD10 codes #WCPG2022
Read 13 tweets
Sep 15
I am in the PUMAS session at #WCPG2022, listening to @b_gelaye talking about the NeuroGAP study
NeuroGAP seeks to build collaboration across Africa, particularly across early career researchers. Phenotyping working group has members across Kenya, Uganda, Ethiopia and South Africa, as well as from the Broad. Lots of clinicians, valuable for building phenotypes #WCPG2022
8 phenotyping manuscripts accepted, 8 more to come, describing the details of psychiatric phenotyping within and across different African countries #WCPG2022
Read 27 tweets
Sep 15
It's day 3, and @sebatlab is outlining the spectrum of genetic influences that affect autism. Clear that although there are strong rare variant effects, these are not monogenic disorders #WCPG2022
Combining together results from common, rare, and structural variants allows a broader picture of genetic risk. See over-transmission of genetic risk at all levels from parents to affected children #WCPG2022
Can combine common and rare variants together into scores that are more predictive than either score alone. Inverse correlation - individuals with autism with high rare score tend to have lower common score [conditional on having autism - crosses liability threshold] #WCPG2022
Read 18 tweets
Sep 14
*Runs to bipolar* #WCPG2022
In the bipolar session, @MKoromina discussing fine mapping in bipolar GWAS. #WCPG2022
Pipeline: GWAS --> conditional analysis --> fine-mapping (PolyFun + SuSie, + FINEMAP) --> validation (eQTLs, colocalisation) #WCPG2022
Read 29 tweets

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