Literature DB >> 36040723

Brain-wide versus genome-wide vulnerability biomarkers for severe mental illnesses.

Peter Kochunov1, Yizhou Ma1, Kathryn S Hatch1, Neda Jahanshad2, Paul M Thompson2, Bhim M Adhikari1, Heather Bruce1, Andrew Van der Vaart1, Eric L Goldwaser1, Aris Sotiras3, Mark D Kvarta1, Tianzhou Ma4, Shuo Chen1, Thomas E Nichols5, L Elliot Hong1.   

Abstract

Severe mental illnesses (SMI), including major depressive (MDD), bipolar (BD), and schizophrenia spectrum (SSD) disorders have multifactorial risk factors and capturing their complex etiopathophysiology in an individual remains challenging. Regional vulnerability index (RVI) was used to measure individual's brain-wide similarity to the expected SMI patterns derived from meta-analytical studies. It is analogous to polygenic risk scores (PRS) that measure individual's similarity to genome-wide patterns in SMI. We hypothesized that RVI is an intermediary phenotype between genome and symptoms and is sensitive to both genetic and environmental risks for SMI. UK Biobank sample of N = 17,053/19,265 M/F (age = 64.8 ± 7.4 years) and an independent sample of SSD patients and controls (N = 115/111 M/F, age = 35.2 ± 13.4) were used to test this hypothesis. UKBB participants with MDD had significantly higher RVI-MDD (Cohen's d = 0.20, p = 1 × 10-23 ) and PRS-MDD (d = 0.17, p = 1 × 10-15 ) than nonpsychiatric controls. UKBB participants with BD and SSD showed significant elevation in the respective RVIs (d = 0.65 and 0.60; p = 3 × 10-5 and .009, respectively) and PRS (d = 0.57 and 1.34; p = .002 and .002, respectively). Elevated RVI-SSD were replicated in an independent sample (d = 0.53, p = 5 × 10-5 ). RVI-MDD and RVI-SSD but not RVI-BD were associated with childhood adversity (p < .01). In nonpsychiatric controls, elevation in RVI and PRS were associated with lower cognitive performance (p < 10-5 ) in six out of seven domains and showed specificity with disorder-associated deficits. In summary, the RVI is a novel brain index for SMI and shows similar or better specificity for SMI than PRS, and together they may complement each other in the efforts to characterize the genomic to brain level risks for SMI.
© 2022 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.

Entities:  

Keywords:  DTI; ENIGMA; RVI; big data; meta-analysis; structural deficit patterns

Mesh:

Substances:

Year:  2022        PMID: 36040723      PMCID: PMC9582367          DOI: 10.1002/hbm.26056

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.399


  75 in total

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Authors:  L Schmaal; D J Veltman; T G M van Erp; P G Sämann; T Frodl; N Jahanshad; E Loehrer; H Tiemeier; A Hofman; W J Niessen; M W Vernooij; M A Ikram; K Wittfeld; H J Grabe; A Block; K Hegenscheid; H Völzke; D Hoehn; M Czisch; J Lagopoulos; S N Hatton; I B Hickie; R Goya-Maldonado; B Krämer; O Gruber; B Couvy-Duchesne; M E Rentería; L T Strike; N T Mills; G I de Zubicaray; K L McMahon; S E Medland; N G Martin; N A Gillespie; M J Wright; G B Hall; G M MacQueen; E M Frey; A Carballedo; L S van Velzen; M J van Tol; N J van der Wee; I M Veer; H Walter; K Schnell; E Schramm; C Normann; D Schoepf; C Konrad; B Zurowski; T Nickson; A M McIntosh; M Papmeyer; H C Whalley; J E Sussmann; B R Godlewska; P J Cowen; F H Fischer; M Rose; B W J H Penninx; P M Thompson; D P Hibar
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7.  Common polygenic variation contributes to risk of schizophrenia and bipolar disorder.

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8.  Biological insights from 108 schizophrenia-associated genetic loci.

Authors: 
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9.  Translating ENIGMA schizophrenia findings using the regional vulnerability index: Association with cognition, symptoms, and disease trajectory.

Authors:  Peter Kochunov; Fengmei Fan; Meghann C Ryan; Kathryn S Hatch; Shuping Tan; Neda Jahanshad; Paul M Thompson; Theo G M van Erp; Jessica A Turner; Shuo Chen; Xiaoming Du; Bhim Adhikari; Heather Bruce; Stephanie Hare; Eric Goldwaser; Mark Kvarta; Junchao Huang; Jinghui Tong; Yimin Cui; Baopeng Cao; Yunlong Tan; L Elliot Hong
Journal:  Hum Brain Mapp       Date:  2020-05-28       Impact factor: 5.038

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  1 in total

1.  Brain-wide versus genome-wide vulnerability biomarkers for severe mental illnesses.

Authors:  Peter Kochunov; Yizhou Ma; Kathryn S Hatch; Neda Jahanshad; Paul M Thompson; Bhim M Adhikari; Heather Bruce; Andrew Van der Vaart; Eric L Goldwaser; Aris Sotiras; Mark D Kvarta; Tianzhou Ma; Shuo Chen; Thomas E Nichols; L Elliot Hong
Journal:  Hum Brain Mapp       Date:  2022-08-30       Impact factor: 5.399

  1 in total

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