Literature DB >> 31921276

Childhood-Onset Schizophrenia: A Systematic Overview of Its Genetic Heterogeneity From Classical Studies to the Genomic Era.

Arnaud Fernandez1,2,3, Malgorzata Marta Drozd3, Susanne Thümmler1,2, Emmanuelle Dor1,2, Maria Capovilla3, Florence Askenazy1,2, Barbara Bardoni3,4.   

Abstract

Childhood-onset schizophrenia (COS), a very rare and severe chronic psychiatric condition, is defined by an onset of positive symptoms (delusions, hallucinations and disorganized speech or behavior) before the age of 13. COS is associated with other neurodevelopmental disorders such as autism spectrum disorder (ASD) and attention deficit and hyperactivity disorder. Copy number variations (CNVs) represent well documented neurodevelopmental disorder risk factors and, recently, de novo single nucleotide variations (SNVs) in genes involved in brain development have also been implicated in the complex genetic architecture of COS. Here, we aim to review the genetic changes (CNVs and SNVs) reported for COS, going from previous studies to the whole genome sequencing era. We carried out a systematic review search in PubMed using the keywords "childhood(early)-onset schizophrenia(psychosis)" and "genetic(s) or gene(s) or genomic(s)" without language and date limitations. The main inclusion criteria are COS (onset before 13 years old) and all changes/variations at the DNA level (CNVs or SNVs). Thirty-six studies out of 205 met the inclusion criteria. Cytogenetic abnormalities (n = 72, including 66 CNVs) were identified in 16 autosomes and 2 sex chromosomes (X, Y), some with a higher frequency and clinical significance than others (e.g., 2p16.3, 3q29, 15q13.3, 22q11.21 deletions; 2p25.3, 3p25.3 and 16p11.2 duplications). Thirty-one single nucleotide mutations in genes principally involved in brain development and/or function have been found in 12 autosomes and one sex chromosome (X). We also describe five SNVs in X-linked genes inherited from a healthy mother, arguing for the X-linked recessive inheritance hypothesis. Moreover, ATP1A3 (19q13.2) is the only gene carrying more than one SNV in more than one patient, making it a strong candidate for COS. Mutations were distributed in various chromosomes illustrating the genetic heterogeneity of COS. More than 90% of CNVs involved in COS are also involved in ASD, supporting the idea that there may be genetic overlap between these disorders. Different mutations associated with COS are probably still unknown, and pathogenesis might also be explained by the association of different genetic variations (two or more CNVs or CNVs and SNVs) as well as association with early acquired brain lesions such as infection, hypoxia, or early childhood trauma.
Copyright © 2019 Fernandez, Drozd, Thümmler, Dor, Capovilla, Askenazy and Bardoni.

Entities:  

Keywords:  autism spectrum disorder; childhood-onset schizophrenia; copy number variations; exome sequencing; genetics; single nucleotide polymorphisms

Year:  2019        PMID: 31921276      PMCID: PMC6930680          DOI: 10.3389/fgene.2019.01137

Source DB:  PubMed          Journal:  Front Genet        ISSN: 1664-8021            Impact factor:   4.599


Introduction

Childhood-onset schizophrenia (COS) is a rare (< 1/40,000) and severe chronic psychiatric condition that shares with adult-onset schizophrenia (AOS) positive symptoms (delusions, hallucinations, and disorganized speech or behavior), but presents an early onset (before the age of 13) (Burd and Kerbeshian, 1987; Nicolson and Rapoport, 1999). It remains considered by many authors as an early and severe variant of AOS (Nicolson and Rapoport, 1999; Biswas et al., 2006). In COS, neurodevelopmental abnormalities (deficits in cognition, communication, or neuromotor impairments) and premorbid dysfunction are more frequent compared with AOS (Vourdas et al., 2003) and a clinical overlap exists with other neurodevelopmental disorders: 28% of patients with COS in the US cohort of the National Institute of Mental Health Child Psychiatry Branch met criteria for comorbid autism spectrum disorder (ASD) (Rapoport et al., 2009). In addition, more than 80% of children with schizophrenia or schizoaffective disorder present comorbid attention deficit and hyperactivity disorder (ADHD) (Ross et al., 2006). Few genetic studies of COS were reported, due to the very low prevalence (<1/40,000) (Burd and Kerbeshian, 1987) and to nosographic difficulties, which made it hard to obtain a consensual clinical definition of this disorder and to carry out etiological studies (Maier, 1999; Gochman et al., 2011). Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) classification provides recent clarification in this area with schizophrenia no longer excluding the diagnosis of ASD (Petty et al., 1984; American Psychiatric Association, 2013). Thus, clinical overlap between COS and ASD is now formally accepted. Surprisingly, DSM-5 still does not recognize the existence of COS, which therefore remains considered an adult clinical presentation (AOS) (American Psychiatric Association, 2013). Indeed, COS is a very rare complex disorder related to other neurodevelopmental disorders, and it represents a real challenge for clinical diagnosis with, to date, no objective test based on genetics (Petty et al., 1984). However, a high heritability rate of COS (> 80%) has been suggested in early adoption/twin studies (Kallmann and Roth, 1956) and has been confirmed by familial aggregation studies (Asarnow and Forsyth, 2013). To determine the etiology of COS, it is indispensable to start by reviewing the publications that have linked COS to DNA changes. Macro-lesional cytogenetic abnormalities such as copy number variations (CNVs), including the 22q11.21 deletion, are more frequent in COS than in AOS [10.6% of patients with COS (DSM-III-R, onset <13 years) vs. 2–5%, in AOS, p < 0.0001]. These anomalies in the general population would concern only 0.86% of newborns (Nicolson et al., 1999). Recently, Next Generation Sequencing (NGS) or “high throughput sequencing” allowed, with unprecedented scalability and speed, to determine the DNA sequence of a given individual. This tool opened up new perspectives to understand complex neurodevelopmental disorders, with particular attention to de novo single nucleotide variations (SNVs) occurring in genes involved in brain development (Veltman and Brunner, 2012). Only one study used whole exome sequencing (WES), a NGS method, in a cohort of patients with COS. This study identified 20 de novo variants in 17 COS probands (rate: 1.17) in genes previously linked to neuronal function or to psychiatric disorders (Ambalavanan et al., 2016). These arguments (phenotypic overlap with other neurodevelopmental disorders, high heritability, disease-related CNVs, and de novo SNV rates) strongly support the neurodevelopmental and genetic bases of COS (Rapoport et al., 2012). In this context, the main aim of this study is to describe the COS genomic variation (CNVs and SNVs) in the scientific literature to identify interesting genes or genetic pathways in both clinical practice and research.

Methods

We carried out a systematic review of the MEDLINE database accessible via the search engine PubMed (www.ncbi.nlm.nih.gov/pubmed/) with the following key words: “childhood-onset schizophrenia” or “childhood-onset psychosis” or “early-onset schizophrenia” or “early-onset psychosis” and “genetics” or “genetic” or “gene” or “genes” or “genomic” or “genomics.” Our search terms were not limited by language or date of publication and were manually reviewed. According to inclusion criteria, we considered all genomic changes occurring in COS patients (age of onset before 13). We excluded all abnormalities at RNA or protein levels (regardless the age of onset). Genomic variations were classified based on cytogenetic position ( ) and candidate gene names ( ).
Table 1

Cytogenetic abnormalities (including copy number variations) in COS patients with their localization, length and type of inheritance.

CHRCNV region and type (length)Sex, age of onsetNeurodevelopmental disorders, ComorbiditiesInheritancecoordinates (hg18-hg19)SFARIClinical significanceBibliography
1DUP 1q21.3(248 kb)Male, 12 yinheritedchr1:151,514,380-151,762,871+UCS Walsh et al., 2008
1 ; 7t(1;7) (p22;q22)Male, 9 yASD? - ADHD? - language, intellectual and motor impairments, dysmorphia, supraventricular tachycardiainherited (father) Gordon et al., 1994; Nicolson et al., 1999; Yan et al., 2000; Idol et al., 2008; Eckstrand et al., 2008; Addington and Rapoport, 2009*
2DUP 2p14 (243 kb)<13 yinheritedchr2:65,637,097-65,879,935+UCS Walsh et al., 2008
DEL 2p16.3 (115 --> 112 kb) NRXN1<13 ynot knownchr2:50,023,212-50,137,825 / chr2:50,025,162-50,136,989+P Walsh et al., 2008; Addington and Rapoport, 2009*, Ahn et al., 2014
DEL 2p16.3 (38 et 40kb) NRXN1Male, 12 yMotoric and verbal delay, IQ 82, macrocencephalia and increase height (+3SD)inherited (father)chr2:51,151,955-51,190,352 / chr2:51,440,969-51,481,281+ Duong et al., 2015
DUP 2p25.3 (216 --> 245 kb) MYT1L<13 yinherited (mother)chr2:1,618,945-1,835,426 / chr2:1,591,064-1,836,375+P Walsh et al., 2008; Addington and Rapoport, 2009*, Ahn et al., 2014; Lee et al., 2012
DUP 2p25.3 (143 --> 107kb ) MYT1L<13 ynot knownchr2:1,713,636-1,857,129 / chr2:1,720,133-1,827,317
DEL 2q31.2-31.3 (2,5 Mb)Male, 11 yde novo or germline mosaicism in one of the parentschr2:179,643,864-182,145,339-UCS Walsh et al., 2008; Addington and Rapoport, 2009*
3DEL 3p12.2-p12.1 (2,2 Mb)Female, 12 yASD, poor motor coordination, IQ 67inherited (father)-UCS Rudd et al., 2015
DUP 3p21.31 (117 Kb)<13 yinheritedchr3:45,458,901-45,576,135+UCS Walsh et al., 2008
DUP 3p25.3 (120 --> 134 kb) SRGAP3Male, 11 ypoor peer relationships, general anxiety disorder, panic disorder, agoraphobia, and depressioninherited (father)chr3:9,100,744-9,220,529 / chr3: 9,111,177–9,245,155 +P Walsh et al., 2008; Addington and Rapoport, 2009*, Wilson et al., 2011
DEL 3q29 (1,58 Mb)Male, 5 yASD, severe abdnormal movements and ticsde novochr3:197,161,073-198,851,029+P Sagar et al., 2013
5DUP 5q12.3 (142 Kb)Female, 10 yinheritedchr5:64,795,287-64,937,409+UCS Walsh et al., 2008
Paternal segmental iUPD 5q32-qter (35 Mb)Female, 9 yMDD, inattention,learning disability, intellectual impairments de novo Eckstrand et al., 2008; Addington and Rapoport, 2009*, Seal et al., 2006
6DEL 6p22.31 (144 kb)Male, 9 yOCD, expessive language disorderinheritedchr6:119,596,633-119,740,850+UCS Walsh et al., 2008
7DUP 7p13 (120 Kb)<13 ynot knownchr7:44,420,900-44,540,491-UCS Walsh et al., 2008
DUP 7q11.21-q11.22 (2,8 Mb)<13 yinheritedchr7:64,126,564-66,883,376+UCS
8DUP 8p22 (1,3 Mb)Male, 11 yinheritedchr8:13,400,795-14,679,483+UCS Walsh et al., 2008
DUP 8q11.23 (480 kb --> 493 kb)<13 ynot knownchr8:53,563,161-54,043,063 / chr8:53,550,992-54,043,684+UCS Walsh et al., 2008; Ahn et al., 2014
DUP 8q24.3 (369 Kb) PTK212 ynot knownchr8:142,025,432-142,393,948+UCS Walsh et al., 2008
9DEL 9p24.2 (440 Kb)11 ychr9:3,104,250-3,544,339+UCS
10DUP 10p11.23 (176 Kb)Male, 11 yinheritedchr10:28,990,284-29,166,175+UCS Walsh et al., 2008
DUP 10p13 (145 Kb)<13 yinheritedchr10:15,688,654-15,833,865+UCS
DEL 10q22.3 (173 kb)Male, 12 y de novo chr10:81,415,378-81,588,866+UCS Ahn et al., 2014
DEL 15q11.2 (1386 kb)<13 ynot knownchr15:18,818,086-20,203,694+UCS Ahn et al., 2014
15DEL 15q11.2 (575kb)<13 yinherited (mother)chr15:20,203,​694-20,778,963
DEL 15q13.3 (382kb)<13 y de novo chr15:30,238,780-30,620,951+P
DEL 15q13.3 (475 kb)<13 yinherited (mother)chr15:30,238,780-30,713,368
DUP 15q13.3 (503.5 Kb) CHRNA7Female, 10 yinherited (father)chr15:32,012,361-32,515,849+ Zhou et al., 2016
DUP 15q13.3 (600,2 Kb) CHRNA7Male, 12 yADHDchr15:32,019,919–32,620,127
DUP 15q26.2-q26.3 (687 Kb)<13 ynot knownchr15:96,246,764-96,933,404+UCS Walsh et al., 2008
16DUP 16p11.2 ( 433 --> 604 Kb)8 yPDD-NOS, poor social and motor developmentinherited (father)chr16:29,652,656-30,085,308 / chr16:29,502,984-30,107,306+P Walsh et al., 2008; Addington and Rapoport, 2009*, Ahn et al., 2014; Rapoport et al., 2009
DUP 16p11.2( 578 --> 445 kb)10 yPoor social and motor developmentchr16:29,657,405-30,235,818 / chr16:29,782,436-30,227,808
DEL 16p12.1 (449kb)fatherchr16:21,498,074-21,946,841+UCS Ahn et al., 2014
DEL 16p13.11(15 à 131 kb)Male, 6 yMotor dyscoordination, langage impairmentsFather or de novo chr16:1,51,32,264–1,51,47,411 (min) to 1,50,48,733-1,51,79,946 (max) + UCS Brownstein et al., 2016
DUP 16p13.11 (1,4 à 1,7 Mb)Female, 4 yASD, Epilepsy, Chiari 1father chr16:1,48,97,761–1,62,76,117 to 1,47,80,303–1,64,58,270 UCS
DUP 16q22.2-ter (17 Mb)Female, 11 yAtypical Turner, motor, language and attention impairmentsP Eckstrand et al., 2008
DUP 16q22.3-q24.3 (16,7 Mb)Female, 12 yASD, poor motor coordination, IQ 67 de novo P Rudd et al., 2015
DUP 16q23.3(1,5 Mb)Female, 9.5 yinheritedchr16:80,737,839-82,208,451+UCS Walsh et al., 2008
DEL 16q24.1(111 Kb)<3 yinheritedchr16:82,997,582-83,108,554+UCS
17DUP 17q21.31 (384 kb)<13 yfatherchr17:41,321,621-41,706,070+UCS Ahn et al., 2014
18DUP 18p11.31-p11.23 (510 kb)<13 yinheritedchr18:7,067,237-7,576,777+UCS Walsh et al., 2008
DUP 18q22.1 (768 Kb)Male, 10 yAsperger's disorderinheritedchr18:61,907,915-62,675,869+UCS Walsh et al., 2008
19DEL 19p12(397 Kb)<13 ynot knownchr19:23,413,380-23,810,606+UCS Walsh et al., 2008
20DEL 20p12.1(113 Kb)10 yPoor social and motor developmentinheritedchr20:14,921,777-15,034,862+UCS Walsh et al., 2008
22DEL 22q11.2 (3Mb) PRODH DGCR6Male, 9 yLanguage, motor and social impairments, generalized anxiety disorder, dysthymia and ADHD, craniofacial dysmorphia, hypospadiasde novo+P Nicolson et al., 1999; Eckstrand et al., 2008; Addington and Rapoport, 2009*, Rapoport et al., 2009; Yan et al., 1998; Usiskin et al., 1999; Liu et al., 2002; Sporn et al., 2004
Female, 12 yLanguage, motor and social impairments, craniofacial dysmorphia, celiac disease and ureteric refluxde novo Nicolson et al., 1999; Eckstrand et al., 2008; Addington and Rapoport, 2009*, Rapoport et al., 2009; Usiskin et al., 1999; Liu et al., 2002; Sporn et al., 2004
Female, 10 yLanguage, motor and social impairments, craniofacial dysmorphiade novo
<13 yCraniofacial dysmorphia Eckstrand et al., 2008; Addington and Rapoport, 2009*, Rapoport et al., 2009; Sporn et al., 2004
DEL 22q11.21 (3 Mb)<13 y de novo chr22:17,092,563-20,077,678+ Ahn et al., 2014
DEL 22q11.21 (2,6 Mb)<13 y de novo chr22:17,224,632-19,842,333
DEL 22q11.21 (2,6 Mb)<13 ynot knownchr22:17,257,787-19,855,248
DEL 22q11.21 (2,7 Mb)<13 y de novo chr22:17,257,787-19,963,350
DEL 22q11.21 (2,9 Mb)<13 y de novo chr22:17,269,794-20,128,199
DUP 22q13.32 (1,6 Mb)8 yPDD-NOS, poor social and motor development de novo chr22:47,903,228-49,557,485+UCS Ahn et al., 2014
Xexpansion CGG (1,5 Kb) FMR1Female, 9 yDysmorphia, learning and social impairments, mild MRmother Vantalon et al., 2005
47, XXXFemale, <13 y Eckstrand et al., 2008; Addington and Rapoport, 2009*
46,X,i(X)(q10)(22%)/45,X(78%)Female, <13 yMosaic Turner de novo
DEL Xq24-qterFemale, 11 yAtypical Turner, motor, language and attention impairments de novo -P Nicolson et al., 1999; Eckstrand et al., 2008; Addington and Rapoport, 2009*, Kumra et al., 1998
DUP Xp22.31 (342 Kb)<13 ynot knownchrX:8,384,117-8,726,291+UCS Walsh et al., 2008
DEL Xp22.31 (1.68 Mb) STSMale, 11 yCongenital ichthyosis, microcencephalia, epilepsy. Language, motor, social, learning impairment, IQ 57, ADHD, ASD chrX:6,456,036-8,139,238 UCS Malik et al., 2017
DUP Xq28(6 a 35 Kb)Female, 4 yASD, Epilepsy, Chiari 1 de novo chrX:15,29,55,334–15,29,61,664 to 15,29,51,719–15,29,86,547 + UCS Brownstein et al., 2016
DEL Xq23-q28 (43 Mb)Female, 12 yASD, poor motor coordination, IQ 67 de novo +P Rudd et al., 2015
YDUP Yq11.221 (183 Kb)Male, 8 yGeneralized anxiety disorder de novo chrY:14,441,161-14,623,937+UCS Walsh et al., 2008

ADHD, Attention Deficit Hyperactivity Disorder; ASD, Autism Spectrum Disorder; CNV, Copy number variation; COPD, Chronic Obstructive Pulmonary Disease; DEL, Deletion; DUP, Duplication; iUPD, Uniparental isodisomy; ID, Intellectual disability; Kb, Kilobases; Mb, Mégabases; MDD, Major Depressive Disorder; MR, Mental Retardation; OCD, Obsessive compulsive disorder; P, Pathogenic; PDD-NOS, Pervasive developmental disorder not otherwise specified; UCS, Uncertain Clinical Significance; VCF, Velocardiofacial; Y, Years; * Literature review.

When available, phenotypes (sex, age of onset, other neurodevelopmental disorders and comorbidities) are described.

Table 2

Genomic microlesions (including single nucleotide variations) in COS patients with their localization, length, and type of inheritance.

Gene nameGene localizationSNV ID number/mutation (protein level)Population / PhenotypesInheritancep-valueBibliography
FAMILY BASED ASSOCIATION STUDY
DAOA (G72) / DAOA-AS1 (G30) 13q33.2rs1935058, rs3916967, rs2391191n=64 (53 COS trios, 11 COS dyads)0.015 to 0.5 Addington et al., 2004
DTNBP1 6p22.3rs11558324n=92 (73 COS + PDD-NOS trios, 19 COS + PDD-NOS dyads)0.014 Gornick et al., 2005
GAD1 2q31.1rs3749034, rs2270335, rs2241165n=66 (55 COS + PDD-NOS trios, 11 COS + PDD-NOS dyads)0.005 Addington et al., 2005
NRG1 8p12rs35753505, rs2881272, rs327417n=70 (59 COS + PDD-NOS trios, 11 COS + PDD-NOS dyads)0.009 to 0.05 Addington et al., 2007
CASE CONTROL STUDY
BDNF 11p13val66met65 patients (10.5 ± 3.7 y) vs111 controls0.03 Pakhomova et al., 2010
COMT 22q11.21val158met83 patients (<13 y) vs208 controls Raznahan et al., 2011
TPH1 11p15.3-p14ala218cys51 patients (<16 y) vs148 controls0.0058 Sekizawa et al., 2004
GENES SEQUENCING (candidate genes or full exome)
ATP1A3 19q13.2val129metMale, onset: 6 y, motor delay de novo Smedemark-Margulies et al., 2016
asp801asnMale, onset: 10 y, ASD, dysmophia, motor, intellectual and learning delays. Recurent MDD Chaumette et al., 2018
glu815lysMale, onset: 12 y, motor and communication impairments, dysmophia, ASD
ala813valMale, onset: 10 y, ASD, motor and intellectual delaysmother
FXYD1 19q13.12arg90cysMale, onset: 7 y, Asperger's disorderinherited
FXYD6-FXYD2 11q23.3val101alaMale, onset: 13 y
FXYD6 11q23.3gly73argFemale, onset: 12 y
GPR153 1p36.31arg73cysMale, onset: 12 y de novo Ambalavanan et al., 2016
GTF2IRD1 7q11.23arg357cysFemale, onset: 12 y
ITGA6 2q31.1glu1063delFemale, onset: 12 y
LUZP4 Xq23arg278fs*10mother Ambalavanan et al., 2019
OPHN1 Xq12met461valIQ 88, PDDNOS
PCDH19 Xq22.1leu1022ile
RPS6KA3 Xp22.12arg723hisIQ 64, PDDNOS
RYR2 1q43glu746tyrMale, onset: 8 y, PDDNOS, separation anxiety disorder, Asperger's disorder de novo Ambalavanan et al., 2016
SEZ6 17q11.2thr229_thr231delMale, onset: 11 y
TTBK1 6p21.1arg258glnMale, onset: 7 y, Asperger's disorder
UPF3B Xq24gln228fsX18Male, 10 y, ADHD, PDDNOS, ASDmother Addington et al., 2011

ADHD, Attention Deficit Hyperactivity Disorder; ASD, Autism Spectrum Disorder; CNV, Copy number variation; COS, Childhood Onset Schizophrenia; DEL, Deletion; DUP, Duplication; MDD, Major Depressive Disorder; PDD-NOS, Pervasive developmental disorder not otherwise specified; SNV, Single Nucleotide Variation; Y, Years. When available, phenotypes (sex, age of onset, other neurodevelopmental disorders, and comorbidities) are described.

Cytogenetic abnormalities (including copy number variations) in COS patients with their localization, length and type of inheritance. ADHD, Attention Deficit Hyperactivity Disorder; ASD, Autism Spectrum Disorder; CNV, Copy number variation; COPD, Chronic Obstructive Pulmonary Disease; DEL, Deletion; DUP, Duplication; iUPD, Uniparental isodisomy; ID, Intellectual disability; Kb, Kilobases; Mb, Mégabases; MDD, Major Depressive Disorder; MR, Mental Retardation; OCD, Obsessive compulsive disorder; P, Pathogenic; PDD-NOS, Pervasive developmental disorder not otherwise specified; UCS, Uncertain Clinical Significance; VCF, Velocardiofacial; Y, Years; * Literature review. When available, phenotypes (sex, age of onset, other neurodevelopmental disorders and comorbidities) are described. Genomic microlesions (including single nucleotide variations) in COS patients with their localization, length, and type of inheritance. ADHD, n class="Disease">Attention Deficit Hyperactivity Disorder; ASD, Autism Spectrum Disorder; CNV, Copy number variation; COS, Childhood Onset Schizophrenia; DEL, Deletion; DUP, Duplication; MDD, Major Depressive Disorder; PDD-NOS, Pervasive developmental disorder not otherwise specified; SNV, Single Nucleotide Variation; Y, Years. When available, phenotypes (sex, age of onset, other neurodevelopmental disorders, and comorbidities) are described. All CNVs were manually annotated using the University of California Santa Cruz (UCSC) Genome Browser (UCSC Mar. 2006 (NCBI36/hg18 or NCBI37/hg19) assembly; http://genome.ucsc.edu/). Regarding their type (gain or loss), their size, their genomic content, and making comparisons with external databases, we ranked each CNV as “pathogenic,” “uncertain clinical significance,” or “benign” (according to the American College of Medical Genetics standards and guidelines for interpretation and reporting of postnatal constitutional copy number variants). For each CNV, we checked on the Simons Foundation Autism Research Initiative (SFARI) Gene database (autism/genetic database, http://sfari.org) which CNV involved in COS was also involved in ASD. For each gene, we checked on the Phenocarta Database (https://gemma.msl.ubc.ca/home.html) the evidence linking genes to phenotypes of neurodevelopmental disorders ( , Venn diagram). Phenotypes were systematically described, if available.
Figure 1

Venn diagram: evidence for genetic overlap in neurodevelopmental disorders (Phenocarta Database).

Venn diagram: evidence for genetic overlap in neurodevelopmental disorders (Phenocarta Database). The selection took place before September 2018. At this time, 36 articles (1994 to 2018) out of 205 (1982 to 2018) met the inclusion criteria. Article reviewing process, including selection and exclusion, is summarized in a PRISMA flow diagram ( ). Two articles were added after the freezing of the inclusion process (41; 52). Mutations were identified in 21 chromosomes. The results were ranked either in ascending order of their chromosomal position for structural variants (cytogenetic abnormalities) ( ) or in alphabetical order according to their gene name for genetic variants (lesions at gene level) ( ).
Figure 2

PRISMA Flowchart diagram.

PRISMA Flowchart diagram.

Results

Cytogenetic Abnormalities Associated With COS

The following cytogenetic abnormalities (n = 72, including 66 CNVs) were identified in 16 autosomes (1, 2, 3, 5, 6, 7, 8, 9, 10, 15, 16, 17, 18, 19, 20, and 22) and two sex chromosomes (X and Y) of 46 patients (17–40). The results were ranked in ascending order of their chromosomal position ( ) and were summarized in a genomic map ( ).
Figure 3

Genomic map of CNVs identified in COS. Circles indicate their position and color represents type of abnormality (Red circle, deletion; Blue circle, duplication).

1) CNVs Deletions (CNVs) from 15Kb to 43Mb: 2p16.3, 2q31.2-q31.3, 3p12.2-p12.1, 3q29, 6p22.31, 9p24.2, 10q22.3, 15q11.2, 15q13.3, 16p12.1, 16p13.11, 16q24.1, 19p12, 20p12.1, 22q11.21, Xp22.31, Xq24-ter, and Xq23-q28; Duplications (CNVs) from 120Kb to 17Mb: 1q21.3, 2p14, 2p25.3, 3p21.31, 3p25.3, 5q12.3, 7p13, 7q11.21-q11.22, 8p22, 8q11.23, 8q24.3, 10p11.23, 10p13, 15q11-q13, 15q13.3, 15q26.2–26.3, 16p11.2, 16p13.11, 16q22.2-ter, 16q22.3-q24.3, 16q23.3, 17q21.31, 18p11.31-p11.23, 18q22.1, 22q13.32, Xp22.31, Xq28, and Yq11.221. Genomic map of CNVs identified in COS. Circles indicate their position and color represents type of abnormality (Red circle, deletion; Blue circle, duplication). Only six CNVs (9%) of our study are described in COS only: del2q31.2-q31.3 (smaller than the CNV described in ASD), del3p12.2-p12.1 (described in ASD as a duplication), delXq24-ter (larger than the CNV described in ASD), dup7p13 (described in ASD as a deletion), dup16q22.2-ter (larger than the CNV described in ASD), and dup16q22.3-q24.3 (larger than the CNV described in ASD). In an on-site case series and literature review focusing on Childhood-Onset Schizophrenia Spectrum Disorders (SSDs; larger spectrum than COS), Giannitelli et al. (2018) showed that some CNVs, previously un-described in COS patients, are associated to childhood psychosis: 1q21.1 deletion, 1q21.1 duplication, Williams-Beuren region (7q11.23) duplication and 16p11.2 deletion (Giannitelli et al., 2018). The phenotypes of only 15 out of the 46 patients were fully described (33%). The neurodevelopmental disorders that have been presented are: motor impairments (fine or growth milestones delay, coordination disability, or tics) in 11/15 patients, language retardation in 7/15 patients, intellectual disability (IQ < 70) in two patients, and ASD in five patients [(including 1 Pervasive Developmental Disorder-Not Otherwise Specified (PDD-NOS)]. Social impairment was present in six other patients with COS and ADHD in three patients. Inattention impairment was specified in only one patient. The psychiatric comorbidities that have been highlighted are: two cases with mood disorders (major depressive disorder or dysthymia) and two cases with anxiety disorders. The somatic comorbidities detected are: dysmorphia in four cases and epilepsy in two cases. Sporadic cases of hypospadias, ureteric reflux, congenital ichthyosis, Chiari type 1, or celiac disease were also described. 2) Other DNA Lesions Aneuploidy One case of Trisomy X (47XXX) and two cases of Turner syndrome (45X0), one atypical form (46,X,del(X)(q24-ter) and one with mosaicism 46,X,i(X)(q10)(22%)/45,X(78%) (Eckstrand et al., 2008; Addington and Rapoport, 2009); Uniparental and Segmental isoDisomy (iUSD) In isodisomy, both copies of a chromosomal set are inherited from one parent (the mother or the father). An iUSD on 5q32-ter (35Mb) was described in a n class="Species">patient with COS (Eckstrand et al., 2008; Addington and Rapoport, 2009; Seal et al., 2006); Translocation 1, 7: p22q22 (Gordon et al., 1994; n class="Chemical">Nicolson et al., 1999; Yan et al., 2000; Eckstrand et al., 2008; Idol et al., 2008; Addington and Rapoport, 2009) Trinucleotide Repeat Expansions CGG Expansions: Although a link between Fragile X syndrome (FXS) and COS has never been reported, Vantalon et al. (2005) described a 1.5 Kb expansion and complete methylation of the CpG island upstream of FMR1 in a 9 years-old girl with COS, dysmorphia, learning and social impairments, and mild mental retardation (Vantalon et al., 2005). This abnormality is inherited from the mother who carries an FXS premutation. Interestingly, instead of being unaffected or weakly affected as most patients carrying a premutation, the mother presents schizotypal personality. It seems that the severity of the schizophrenic spectrum disorder, which affects both mother and daughter with gradual severity, is linked to the CGG expansion degree. Effect of the hazard could not be excluded in this case (Vantalon et al., 2005). CAG/CTG Expansion: a longer repeat expansion on chromosome 18 was found in a COS cohort and in a male subclass, with a significant p-value especially for the males (0.036 and 0.002, respectively; Wilcoxon–Mann–Whitney U test) (Burgess et al., 1998). Genetic Syndromes In their recent review, Giannitelli et al. (2018) showed that some genetic syndromes, previously un-described in COS, are associated to childhood-onset SSDs: juvenile Huntington disease, Prader-Willi syndrome, Steinert myotonia, Ondine syndrome, Rubinstein-Taybi syndrome, and GLUT1 deficiency syndrome (Giannitelli et al., 2018).

Genes Associated With COS

In total, 32 candidate genes have been described on 12 autosomes (1, 2, 3, 6, 7, 8, 11, 13, 15, 17, 19, and 22) and 1 sex chromosome (X) ( and ) through the following studies (Addington et al., 2004; Sekizawa et al., 2004; Gornick et al., 2005; Addington et al., 2005; Addington et al., 2007; Pakhomova et al., 2010; Addington et al., 2011; Raznahan et al., 2011; Smedemark-Margulies et al., 2016; Chaumette et al., 2018; Ambalavanan et al., 2019): 1) Genetic Association Studies ( ) Family-Based “Transmission Disequilibrium Test” Studies (From 2004 to 2007) Transmission disequilibrium test, a family-based association test for the presence of genetic linkage between a genetic marker and a trait, was used to describe the following candidate genes: DAOA, DAOA-AS1, DTNBP1, GAD1, and NRG1. The Linkage Disequilibrium Analyses for Quantitative and Discrete Traits (QTDT) program was used to make statistical analysis (p-values). DAOA and DAOA-AS1 (Addington et al., 2004): three Single Nucleotide Polymorphisms (SNPs) are associated with COS (rs1935058, rs3916967, and rs2391191 (p = 0.5, 0.015, 0.3, respectively)). The most significant SNP (p = 0.015) is rs3916967 (genomic sequence reference: NG_012694.1:g.4133T > C); DTNBP1 (Gornick et al., 2005): one SNP, rs11558324 (NG_009309.1:g.5154A > G), is associated with COS (p = 0.014) and two two-marker haplotypes (containing rs11558324) are also associated with COS (p = 0.021, 0.008), GAD 1 (Addington et al., 2005): three four-marker haplotypes are associated with COS (p = 0.005); NRG1 (Addington et al., 2007): individual markers show association with COS (rs35753505, rs2881272, 420M9-1395 (microsatellite), and rs327417, with p-value between 0.009 and 0.05). The most significant Sn class="Chemical">NP (p = 0.009) is rs327417 (NG_012005.2:g.341913G > A). Further, several novel four-marker haplotypes are associated with COS (lowest p = 0.0004). Population-Based “Case vs. Control” Studies (From 2004 to 2011) A polymorphism (VAL66MET) in the BDNF (11p13) gene was associated with COS in a 65 patient cohort (10.5 ± 3.7 years old at onset) vs. 111 controls (p = 0.03; χ² test) (Pakhomova et al., 2010). A mutation (VAL158MET) in COMT (22q11.21) that increases protein activity levels in the brain accelerated adolescent cortical thinning (MRI findings) in both schizophrenia probands and their siblings (with resolution after a certain age for siblings), illustrating the influence of dopaminergic disruption on brain cortical maturation. Authors analyzed data from an 83 COS patient cohort vs. 208 healthy controls (Raznahan et al., 2011). A mutation (A218C) in the TPH1 (11p15.3-p14) gene (p = 0.0058; χ² test) is described in 51 patients (early adolescent onset cohort before 16 years old) vs. 148 controls (Sekizawa et al., 2004). 2) Gene Sequencing Studies (2011 to Present) Finally, five studies by DNA sequencing (candidate genes or whole exome sequencing) have allowed identifying the following 18 mutations in 11 genes (Addington et al., 2011; Ambalavanan et al., 2016; Smedemark-Margulies et al., 2016; Chaumette et al., 2018; Ambalavanan et al., 2019). Six SNVs inherited from a healthy mother: - Five X-linked recessive variants: LUZP4 (arg278fs*10), n class="Gene">OPHN1 (met461val), PCDH19 (leu1022ile), RPS6KA3 (arg723his), and UPF3B gene (gln228fsX18) that also segregates in the sibling. - One SNV (ala813val) in ATP1A3 (a boy with onset at 10 years old and co-morbid ASD). Three SNVs inherited (missenses variants) in the FXYD gene family. FXYD1 (arg90cys), FXYD6-FXYD2 (val101ala), and FXYD6 (gly73arg) genes. Only the patient with the mutation in FXYD1 presents a co-morbid ASD (Asperger’s disorder). Nine de novo SNVs in the following genes: ATP1A3 (val129met; asp801asn; glu815lys), GPR153 (arg73cys), GTF2IRD1 (arg357cys), ITGA6 (glu1063del), RYR2 (glu746tyr), SEZ6 (thr229_thr231del), and TTBK1 (arg258gln). The ATPase Na+/K+ transporting Alpha-3 Polypeptide (ATP1A3 gene) encodes the alpha-3 catalytic subunit of the Na+/K+-ATPase transmembrane ion pump mapping at 19q12-q13.2 (Harley et al., 1988). The ATP1A3 isoform is exclusively expressed in neurons of various brain regions, including the basal ganglia, hippocampus, and cerebellum (summary by Rosewich et al., 2012). Mutations in this gene have been associated with a spectrum of disorders depending on the domain they affect in the corresponding protein. The majority of mutations associated with rapid-onset dystonia parkinsonism, or dystonia-12 (DYT12), were located in exons 8 and 14 whereas those with alternating hemiplegia of childhood-2 (AHC2) were located in exons 17 and 18 and in general they seem to affect transmembrane and functional domains, being the most severe dysfunctions. By genetic analysis of clinical data from 155 patients with AHC2, 132 confirmed to have ATP1A3 mutations. Among those with AHC2, the most frequent mutations were D801N (in 43%), E815K (in 16%) and G947R (in 11%). E815K was associated with a severe phenotype, with greater intellectual and motor disability; D801N appeared to confer a milder phenotype and G947R correlated with the most favorable prognosis. For those with epilepsy, the age at seizure onset was earlier for patients with the E815K or G947R mutations than for those with the D801N mutation (Panagiotakaki et al., 2015). In 10 patients from three unrelated families with cerebellar ataxia, areflexia, pes cavus, optic atrophy, and sensorineural hearing loss (CAPOS; 601338) (Demos et al., 2014), the same heterozygous missense mutation in the ATP1A3 gene was identified (E818K; OMIM 182350.0014). The G Protein-coupled Receptor 153 (GPR153) gene, located on 1p36.31, belongs to the large rhodopsin (RHO; OMIM 180380) family of GPCRs (Gloriam et al., 2005) and shows a highest similarity to serotonin receptors, (Gloriam et al., 2005). Furthermore, knockdown of GPR153 in mice showed reduction in food intake and increased anxiety according to the elevated plus Maze test (Sreedharan et al., 2011). The InTeGrin Alpha-6 (ITGA6) gene is located on 2q31.1 (Hogervorst et al., 1991). While functional absence of ITGA6 has been associated with epidermolysis bullosa (Hogervorst et al., 1991; Georges-Labouesse et al., 1996), a few works addressed the role of ITGA6 in neurons. Alpha-6 integrin was initially reported to be involved in neural migration (Yao et al., 2018). In addition, recent data suggested that α6 and β1 integrins may play a role in mediating Schwann cell interactions with axons and promote axonal regeneration (Chang et al., 2018). The RYanodine Receptor 2 (RYR2) gene—located on chromosome 1 between q42.1 et q43—encodes a calcium channel that is located in the sarcoplasmic reticulum and is the major source of calcium required for cardiac muscle excitation-contraction coupling. (Bhuiyan et al., 2007). Ryr2-/- mice die at approximately embryonic day 10 with morphologic abnormalities in the heart tube. Ca2+ signaling has been associated with ASD (Kabir et al., 2016; Stephenson et al., 2017; Castagnola et al., 2018) and with other psychiatric and neurological diseases (Heyes et al., 2015). It is not surprising that RYR2 was linked to ASD by genetic studies (Lu and Cantor, 2012; Soueid et al., 2016; Chen et al., 2017). However, it is very interesting to underline that an SNP in this gene was associated with ASD in families with only affected males in contrast with those with affected females (Lu and Cantor, 2012) suggesting that RYR2 is a sex-related genetic factor for ASD. The SEiZure-related 6 (SEZ6) gene is located on the 17q11.2 chromosome. Sez6 types 1 and 2 have an N-terminal signal sequence, followed by a threonine-rich region, a Short Consensus Repeat (SCR), a CUB-like domain, a second SCR, a second CUB-like domain, three tandem SCRs, a transmembrane domain, and a cytoplasmic C-terminal tail. They differ only in the region between the last SCR and the transmembrane domain. SEZ6 was predicted to be involved in neuronal maturation and plasticity (Miyazaki et al., 2006). Recently mutations and altered expression of this gene have been associated with Alzheimer’s and Niemann-Pick disease (Causevic et al., 2018; Paracchini et al., 2018). The Tau TuBulin Kinase 2 (TTBK2) gene, located on 15q15.2, encodes a member of the casein kinase (CK1) group of eukaryotic protein kinases. TTBK1 has been implicated in Alzheimer’s disease (OMIM 104300) and in neurofibrillary tangles formation (Sato et al., 2006). Mutations in this gene also cause spinocerebellar ataxia 11 (SCA11; 604432). SCA11 is a pure progressive cerebellar ataxia that has been linked to 15q14-q21 (Worth et al., 1999; Houlden et al., 2007). In an 8-generation English family they found a one-base insertion in the TTBK2 gene creating a premature stop codon and a truncation of the normal protein (OMIM 611695.0001). In a second family of Pakistani ancestry, a different mutation was found (OMIM 611695.0002). Goetz et al. (2012) concluded that TTBK2 is required for removal of CP110 for the initiation of ciliogenesis (Goetz et al., 2012). 3) Candidate Genes From Cytogenetic Studies ( ) Interesting candidate genes deleted, duplicated, or truncated by the CNVs have also been found in cytogenetic studies (see above). These genes have brain expression and are mostly described in other neurodevelopmental or psychiatric disorders ( ). Nine genes are described as putative COS-causing genes: CHRNA7 (15q13.3), DGCR6 (22q11.2), FMR1 (Xq27.3), MYT1L (2p25.3), NRXN1 (2p16.3), PRODH (22q11.2), PTK2 (8q24.3), STS (Xp22.31), and SRGAP3 (3p25.3) (Yan et al., 1998; Nicolson et al., 1999; Usiskin et al., 1999; Liu et al., 2002; Sporn et al., 2004; Vantalon et al., 2005; Eckstrand et al., 2008; Walsh et al., 2008; Addington and Rapoport, 2009; Rapoport et al., 2009; Wilson et al., 2011; Lee et al., 2012; Ahn et al., 2014; Duong et al., 2015; Zhou et al., 2016; Malik et al., 2017).

Conclusions

COS is a neurodevelopmental disorder with several degrees of complexity (clinical and genetic heterogeneity). Clinically, getting the diagnostic is very challenging (severe disorder, comorbidities, and association with other neurodevelopmental disorders) (Gochman et al., 2011). The clinical overlap with ASD is well documented and in our study we found a co-morbidity rate (33%) nearly equal to the National Institute of Mental Health (NIMH) COS cohort rate (28%) (Rapoport et al., 2009). The genetic overlap with ASD is also well documented and we show that 91% of described CNVs are also described in ASD (SFARI). In the literature, we found only 20% of COS patients with co-morbid ADHD vs. 84% according to Ross et al. and we hypothesize that this trouble was under-diagnosed in schizophrenia studies (Ross et al., 2006). All intellectual, motor, communication, and learning impairments are also frequently observed in COS (Ross et al., 2006; Nicolson et al., 1999). Psychiatric comorbidities were rarely described (two cases of mood disorders and two cases of anxiety disorders), which was an unexpected outcome given the published literature (Ross et al., 2006). Here, we highlight that only one-third of the full phenotypes associated with the mutations published in the literature are described, which constitutes a significant loss of information for researchers. Therefore, it appears fundamental to carry out preliminary work before genetic testing: perform a rigorous and homogeneous phenotypic characterization using International Classification of Disease (ICD-10 and DSM-5) with standardized and internationally validated psychiatric categorical assessments and in accordance with medical history (including perinatology), biography (with significant life event and trauma), and environmental factors (such as toxic exposure). COS is characterized by a complex genetic architecture with both inherited and de novo mutations distributed in almost all chromosomes. Most of the genes causing COS are unknown yet. It is interesting that, the few that have been already proposed (see before) are involved both in neurodevelopmental and neurodegenerative disorders such as Parkinson, Alzheimer, or ataxia. Moreover, schizophrenia has been shown to have complex genetic traits with high polygenic risk (Ahn et al., 2016). Thus, a second hit (or more), in addition to CNV, is probably essential to explain the phenotypes. It includes de novo SNVs, other CNVs and/or environmental factors (e.g., trauma at early childhood, central nervous system infections or injuries) (Davis et al., 2016). At the interplay between genetic and environmental factors, epigenetics opens new perspectives to understand biological mechanisms of psychosis. In fact, recent findings suggest that pangenomic methylation changes during adolescence accompany conversion to psychosis (Kebir et al., 2018). In clinical practice, as suggested by Szego et al. for ASD (Szego and Zawati, 2016), it would seem useful to propose to COS patients genetic sequencing instead or in addition to microarrays (Anagnostou et al., 2014; Soden et al., 2014) to improve genetic testing and to allow de novo SNV detection. In research, the major challenge of the upcoming years will be the analysis of big data from NGS (prioritization and interpretation of DNA variations) (Richards et al., 2015) and the experimental validation of putative mutations. Sharing data with other teams around the world will be helpful to unravel the molecular pathology of COS and its underlying causes, paving the way for an early therapeutic intervention.

Author Contributions

AF, FA, and BB: contributed to the conceptualization of the study and drafted the first version of the manuscript. All other authors MD, ST, ED, and MC have revised first version of the manuscript critically for important intellectual content and approved the final version.

Funding

This study was supported by INSERM, CNRS, Université Côte d’Azur and Hôpitaux pédiatriques de Nice CHU-Lenval; ANR-11-LABX-0028-01 and ANR-15-CE16-0015 to BB; Monaco Against Autism (MONAA) Foundation to AF, MC, FA, and BB. MD is recipient of a Signalife-LabEx Program international Ph.D.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
  83 in total

1.  22q11 deletion syndrome in childhood onset schizophrenia: an update.

Authors:  A Sporn; A Addington; A L Reiss; M Dean; N Gogtay; U Potocnik; D Greenstein; J Hallmayer; P Gochman; M Lenane; N Baker; J Tossell; J L Rapoport
Journal:  Mol Psychiatry       Date:  2004-03       Impact factor: 15.992

2.  Nine new human Rhodopsin family G-protein coupled receptors: identification, sequence characterisation and evolutionary relationship.

Authors:  David E I Gloriam; Helgi B Schiöth; Robert Fredriksson
Journal:  Biochim Biophys Acta       Date:  2005-04-15

3.  The spinocerebellar ataxia-associated gene Tau tubulin kinase 2 controls the initiation of ciliogenesis.

Authors:  Sarah C Goetz; Karel F Liem; Kathryn V Anderson
Journal:  Cell       Date:  2012-11-09       Impact factor: 41.582

4.  Co-occurrence of autism, childhood psychosis, and intellectual disability associated with a de novo 3q29 microdeletion.

Authors:  Angela Sagar; Jeffrey R Bishop; D Clare Tessman; Steve Guter; Christa L Martin; Edwin H Cook
Journal:  Am J Med Genet A       Date:  2013-02-26       Impact factor: 2.802

5.  High rate of disease-related copy number variations in childhood onset schizophrenia.

Authors:  K Ahn; N Gotay; T M Andersen; A A Anvari; P Gochman; Y Lee; S Sanders; S Guha; A Darvasi; J T Glessner; H Hakonarson; T Lencz; M W State; Y Y Shugart; J L Rapoport
Journal:  Mol Psychiatry       Date:  2013-05-21       Impact factor: 15.992

6.  Autistic children who become schizophrenic.

Authors:  L K Petty; E M Ornitz; J D Michelman; E G Zimmerman
Journal:  Arch Gen Psychiatry       Date:  1984-02

Review 7.  A review of vulnerability and risks for schizophrenia: Beyond the two hit hypothesis.

Authors:  Justin Davis; Harris Eyre; Felice N Jacka; Seetal Dodd; Olivia Dean; Sarah McEwen; Monojit Debnath; John McGrath; Michael Maes; Paul Amminger; Patrick D McGorry; Christos Pantelis; Michael Berk
Journal:  Neurosci Biobehav Rev       Date:  2016-04-09       Impact factor: 8.989

8.  Heterozygous de-novo mutations in ATP1A3 in patients with alternating hemiplegia of childhood: a whole-exome sequencing gene-identification study.

Authors:  Hendrik Rosewich; Holger Thiele; Andreas Ohlenbusch; Ulrike Maschke; Janine Altmüller; Peter Frommolt; Birgit Zirn; Friedrich Ebinger; Hartmut Siemes; Peter Nürnberg; Knut Brockmann; Jutta Gärtner
Journal:  Lancet Neurol       Date:  2012-07-30       Impact factor: 44.182

9.  De novo variants in sporadic cases of childhood onset schizophrenia.

Authors:  Amirthagowri Ambalavanan; Simon L Girard; Kwangmi Ahn; Sirui Zhou; Alexandre Dionne-Laporte; Dan Spiegelman; Cynthia V Bourassa; Julie Gauthier; Fadi F Hamdan; Lan Xiong; Patrick A Dion; Ridha Joober; Judith Rapoport; Guy A Rouleau
Journal:  Eur J Hum Genet       Date:  2015-10-28       Impact factor: 4.246

Review 10.  Genetic disruption of voltage-gated calcium channels in psychiatric and neurological disorders.

Authors:  Samuel Heyes; Wendy S Pratt; Elliott Rees; Shehrazade Dahimene; Laurent Ferron; Michael J Owen; Annette C Dolphin
Journal:  Prog Neurobiol       Date:  2015-09-16       Impact factor: 11.685

View more
  4 in total

1.  The benefit of diagnostic whole genome sequencing in schizophrenia and other psychotic disorders.

Authors:  Anna Alkelai; Lior Greenbaum; Anna R Docherty; Andrey A Shabalin; Gundula Povysil; Ayan Malakar; Daniel Hughes; Shannon L Delaney; Emma P Peabody; James McNamara; Sahar Gelfman; Evan H Baugh; Anthony W Zoghbi; Matthew B Harms; Hann-Shyan Hwang; Anat Grossman-Jonish; Vimla Aggarwal; Erin L Heinzen; Vaidehi Jobanputra; Ann E Pulver; Bernard Lerer; David B Goldstein
Journal:  Mol Psychiatry       Date:  2021-11-19       Impact factor: 13.437

2.  A Pilot Study on Early-Onset Schizophrenia Reveals the Implication of Wnt, Cadherin and Cholecystokinin Receptor Signaling in Its Pathophysiology.

Authors:  Malgorzata Marta Drozd; Maria Capovilla; Carlo Previderé; Mauro Grossi; Florence Askenazy; Barbara Bardoni; Arnaud Fernandez
Journal:  Front Genet       Date:  2021-12-17       Impact factor: 4.599

3.  Plasma polyunsaturated fatty acids and mental disorders in adolescence and early adulthood: cross-sectional and longitudinal associations in a general population cohort.

Authors:  David Mongan; Colm Healy; Hannah J Jones; Stan Zammit; Mary Cannon; David R Cotter
Journal:  Transl Psychiatry       Date:  2021-05-31       Impact factor: 6.222

4.  [Neurodevelopmental Disorders, Psychiatric Comorbidities and Associated Pathologies in Patients with Childhood-Onset Schizophrenia and Premorbid Autistic Symptoms.]

Authors:  A Fernandez; M Pasquet-Levy; G Laure; S Thümmler; F Askenazy
Journal:  Can J Psychiatry       Date:  2021-02-10       Impact factor: 5.321

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.