Cited by 854Genomic variations and chromosomal abnormalitiesGenetic Associations and EpidemiologySchizophrenia research and treatment

CNVs: Harbingers of a Rare Variant Revolution in Psychiatric Genetics

Open access
Malhotra, Dheeraj, Sebat, Jonathan·2012·Cell

Abstract

The genetic bases of neuropsychiatric disorders are beginning to yield to scientific inquiry. Genome-wide studies of copy number variation (CNV) have given rise to a new understanding of disease etiology, bringing rare variants to the forefront. A proportion of risk for schizophrenia, bipolar disorder and Autism can be explained by rare mutations. Such alleles arise by de novo mutation in the individual or in recent ancestry. Alleles can have specific effects on behavioral and neuroanatomical traits; however expressivity is variable, particularly for neuropsychiatric phenotypes. Knowledge from CNV studies reflects the nature of rare alleles in general and will serve as a guide as we move forward into a new era of whole genome sequencing.

Integrity signals

Registry

Crossref · 10.1016/j.cell.2012.02.039

Cites

167 of 167 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 175 cited sources checked · 0 supported · 0 flagged

  • Findingcitation

    De novo CNVs in bipolar disorder showed enrichment of genes involved in regulation of cell shape.

    “We examined pathways enriched among de novo CNVs in bipolar disorder and observed an enrichment of genes involved in regulation of cell shape, but we did not observe a significant enrichment of genes involved in neuronal function or development (Malhotra et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Malhotra et al., 2011 source

      Not checked in the free run.

  • Findingcitation

    De novo CNVs in bipolar disorder did not show significant enrichment of genes involved in neuronal function or development.

    “We examined pathways enriched among de novo CNVs in bipolar disorder and observed an enrichment of genes involved in regulation of cell shape, but we did not observe a significant enrichment of genes involved in neuronal function or development (Malhotra et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Malhotra et al., 2011 source

      Not checked in the free run.

  • Interpretationreasoning

    Humans have about 0.1% structural genetic difference in addition to the 0.1% nucleotide sequence difference.

    “Thus, in addition to 0.1% of genetic difference at the nucleotide sequence level, we now recognize another 0.1% of genetic difference at the structural level.”
    Quote in the paperSubstantial claim
  • Premisecitation

    Genomic regions containing tandem segmental duplications or low-copy repeats are more susceptible to frequent NAHR-mediated rearrangements between specific repeats.

    “Regions of the genome that possess tandemly-arranged segmental duplications (SDs), which are also called low copy repeats (LCRs), are more prone to frequent rearrangements between specific LCRs due to NAHR.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Gu et al., 2008

      Not checked in the free run.

  • Premisecitation

    Submicroscopic copy-number variants smaller than 500 kb are common in normal human genomes.

    “In 2004, two landmark studies (Iafrate et al., 2004; Sebat et al., 2004) demonstrated that submicroscopic variations (<500 kb in size) in DNA copy number (CNVs) are widespread in normal human genomes.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Iafrate et al., 2004 source

      Not checked in the free run.

    • cites Sebat et al., 2004 source

      Not checked in the free run.

  • May combine two claims. 62
  • Classified as probably not a substantial claim. 18
  • May combine two claims.

    Findingcitation

    Among bipolar disorder cases with onset before age 18, the de novo CNV rate was 5.6%, comparable to the 4.5% rate observed in schizophrenia using the same methods.

    “The rate of de novo CNVs among cases with an age at onset younger than 18 was higher still (5.6%), and comparable to the rate we observed in schizophrenia (4.5%) using the same methods.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Malhotra et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Findingcitation

    In bipolar disorder, de novo CNV frequency was 4.3%, significantly higher than the 0.09% found in healthy controls.

    “Frequencies of de novo CNVs were significantly higher (4.3%) in bipolar disorder as compared with healthy individuals(0.09%).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Malhotra et al., 2011 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    NAHR requires alignment and crossing over between two genomic sites that share sequence homology.

    “NAHR involves the alignment and subsequent crossing over between two sites in the genome that share region of sequence homology (Figure 2A).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Although SNPs are about 1,000 times more numerous than CNVs, the two classes contribute similarly to genomic variation when measured in nucleotides.

    “Although SNPs outnumber CNVs in the genome by three orders of magnitude, their relative contributions to genomic variation (as measured in nucleotides) are similar.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Most structural variants can be explained by four main mechanisms: NAHR, NHEJ, FoSTeS, and L1-mediated retrotransposition.

    “Four major mechanisms can account for the majority of SVs: non allelic homologous recombination (NAHR), non homologous end joining (NHEJ), fork stalling and template switching (FoSTeS), and L1-mediated retrotransposition (Zhang et al., 2009b)(Figure 2).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Zhang et al., 2009b

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Human genomes carry on average more than 1,000 CNVs, amounting to about 4 million base pairs of difference.

    “On average, there are >1000 CNVs in the genome, accounting for ~4 million base pairs of genomic difference (Conrad et al., 2010; Mills et al., 2011).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Conrad et al., 2010 source

      Not checked in the free run.

    • cites Mills et al., 2011 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    NAHR occurs during meiosis and, less often, in mitotically dividing cells.

    “NAHR can occur both in meiosis (Turner et al., 2008) and, at lower frequency, in mitotically-dividing cells as well (Lam and Jeffreys, 2006, 2007).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Turner et al., 2008 source

      Not checked in the free run.

    • cites Lam and Jeffreys, 2006, 2007

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Early insights into rare genetic causes of common disease have come from CNVs and de novo CNVs.

    “Perhaps naturally, the early insights into the rare genetic causes of common disease have emerged from these classes of variants.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    NHEJ arises from faulty repair of DNA double-strand breaks and is more error-prone than NAHR.

    “NHEJ occurs as a result of the aberrant repair of DNA double strand breaks and is guided entirely by the information contained within or near the DNA lesion for repair, which makes it error prone as compared to NAHR (Lieber, 2008) (Figure 2B).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lieber, 2008 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Even though the absolute structural mutation rate is low, individual mutations can span tens to thousands of kilobases, so overall genomic change is about 1,000 bp per generation and the functional impact per site is large.

    “Although the absolute rate of structural mutation is low, individual mutations may affect tens or thousands of kilobases. Therefore, the overall rate of genomic change (as measured in nucleotides) is high, on the order of 1,000 bp per generation, and the functional impact per site is large.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In Sebat et al. 2007, de novo CNV rates were 10% in idiopathic ASD simplex cases, 2% in multiplex families, and 1% in unaffected controls.

    “In this study, a high rate of de novo CNVs in idiopathic ASD cases from simplex families (10%) was observed compared to the rate in cases from multiplex families (2%) or unaffected controls (1%).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Sebat et al., 2007 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    FoSTeS/MMBIR-generated rearrangements vary widely in size and complexity.

    “Genomic rearrangements generated by FoSTeS/MMBIR can vary greatly in size and complexity (Hastings et al., 2009b; Zhang et al., 2009c).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hastings et al., 2009b

      Not checked in the free run.

    • cites Zhang et al., 2009c

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Both germline and somatic L1 activity make substantial contributions to structural variation in human genomes.

    “Both germline and somatic L1 activity contribute significantly to structural variation in human genomes (Lupski, 2010).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lupski, 2010 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    New retrotransposon insertions probably account for most smaller structural mutation events, with Alu insertions at about 0.05 per generation and L1 insertions at about 0.01-0.05 per generation.

    “New retrotransposon insertions probably account for the majority of smaller events, with short (300 basepairs) Alu repeat insertions occurring at a rate of 0.05 per generation (Cordaux and Batzer, 2009) and longer (1000–9000 bp) L1 insertions occurring at a rate of 0.01–0.05. per generation (Beck et al., 2011).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Cordaux and Batzer, 2009

      Not checked in the free run.

    • cites Beck et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    NHEJ may be promoted by certain genomic architectures but does not require extensive sequence homology.

    “This suggests that NHEJ may be stimulated by certain genomic architectures, but extensive sequence homology is not required (Toffolatti et al., 2002).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Toffolatti et al., 2002 source

      Not checked in the free run.

  • May combine two claims.

    Premisereasoning

    Despite high heritability, the genetic basis of ASDs is complex.

    “Despite high heritability, the genetic basis of ASDs is complex.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Heritability estimates for ASD from clinically ascertained twin samples range widely from 38% to 90%, but genes play a major role.

    “Heritability estimates based on studies of clinically ascertained twin samples (Bailey et al., 1995; Folstein and Rutter, 1977; Hallmayer et al., 2011; Steffenburg et al., 1989) vary widely, from 38% to 90%, but it is clear that genes play a major role in ASD.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Bailey et al., 1995 source

      Not checked in the free run.

    • cites Folstein and Rutter, 1977 source

      Not checked in the free run.

    • cites Hallmayer et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Current genotyping platforms and CNV discovery algorithms can genotype about 1,000 common copy-number polymorphisms and discover additional novel CNVs, including rare or individual-specific mutations.

    “Current genotyping platforms and CNV discovery algorithms enable the genotyping of ~1000 common copy number polymorphisms (CNPs) and the discovery of additional “novel” CNVs, including mutations that are rare or unique to an individual (Alkan et al., 2011).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Alkan et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The genome-wide rate of nucleotide substitutions is estimated at 30-100 per generation, with about one per exome.

    “The rate of nucleotide substitutions genome-wide is estimated at 30–100 per generation (Conrad et al., 2011) and ~1 per exome.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Conrad et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Early twin studies found 80-90% concordance for ASDs in monozygotic twins and 5-15% concordance in dizygotic twins and siblings.

    “Early twin studies observed 80–90% concordance for ASDs in monozygotic (MZ) twins and 5–15% concordance in dizygotic (DZ) twins and siblings.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In large ASD simplex cohorts, rare de novo CNV burden is significantly greater in simplex cases (5.8-7.9%) than unaffected siblings (1.7-1.9%) in total events, event size, and gene content.

    “These studies reported that the burden of rare de novo CNVs is significantly greater in simplex cases (5.8–7.9%) than in unaffected siblings (1.7–1.9%) with regard to the total number of events, the size of each event, and their gene content.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Levy et al., 2011 source

      Not checked in the free run.

    • cites Sanders et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Levy et al. estimated about 250-300 target loci for ASDs, and Sanders et al. estimated 130-234 loci.

    “Based on the number of recurrent de novo CNVs and the estimated proportion of de novo CNVs ascertained, Levy et al estimated around 250–300 target loci for ASDs and Sanders et al. estimated between 130–234 loci.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Levy et al., 2011 source

      Not checked in the free run.

    • cites Sanders et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Two recent studies report higher dizygotic twin concordance (31%), suggesting that shared environmental factors may contribute more than previously estimated.

    “Two recent studies report somewhat higher rates of concordance in DZ twins (31%), suggesting, that the contribution of shared environmental factors could be greater than had been previously estimated (Hallmayer et al., 2011; Rosenberg et al., 2009).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hallmayer et al., 2011 source

      Not checked in the free run.

    • cites Rosenberg et al., 2009 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    CNVs as a class, and de novo CNVs especially, are expected to be enriched for variants with large effects on disease risk.

    “Thus, we expect that CNVs as a class, and de novo CNVs in particular, will be more enriched in variants that have large effect on disease risk.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Subsequent larger studies confirmed a high rate (5-10%) of de novo CNVs in ASD and further clarified the extent of genetic heterogeneity.

    “Subsequent studies in larger samples have confirmed a high (5–10%) rate of de novo CNVs in ASD and further elucidated the extent of genetic heterogeneity in ASD (Itsara et al., 2010; Levy et al., 2011; Marshall et al., 2008; Pinto et al., 2010; Sanders et al., 2011).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Itsara et al., 2010 source

      Not checked in the free run.

    • cites Levy et al., 2011 source

      Not checked in the free run.

    • cites Marshall et al., 2008 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    By number, nucleotide substitutions probably account for most disease risk alleles, but structural mutations are more pathogenic on average because of their size and potential to affect genes.

    “Based on sheer numbers, nucleotide substitutions probably account for the majority of disease risk alleles, but based on sheer size and potential to impact genes (or multiple genes), structural mutations are more pathogenic on average.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Some non-recurrent deletion CNVs have 2-20 bp of microhomology at their breakpoints and are predicted to arise through MMEJ.

    “Breakpoints of some non-recurrent deletion CNVs have sequences with very short (2–20 basepairs) stretches of nucleotide identity. These are predicted to be formed by an alternative microhomology mediated end joining (MMEJ) mechanism (Lieber, 2010).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lieber, 2010 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Affected ASD cases had on average a 16-fold excess of genes affected by de novo CNVs compared with healthy siblings, and a 30-fold excess for deletions.

    “Affected cases on average had 16-fold excess of genes impacted by de novo CNVs compared to healthy sibs (30-fold for deletions).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Large cytogenetically detectable chromosomal abnormalities, including maternal 15q11-13 duplication and 22q11.2 microdeletion, occur recurrently in small proportions of idiopathic autism and schizophrenia, respectively.

    “In addition, large cytogenetically-detectable chromosomal abnormalities, including maternally inherited duplication of chromosome 15q11-13 and microdeletions of 22q11.2, were also known to occur recurrently in a small proportion of idiopathic autism cases (Gillberg, 1998) and in schizophrenia (Murphy et al., 1999) respectively.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Gillberg, 1998 source

      Not checked in the free run.

    • cites Murphy et al., 1999 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    FoSTeS is a replication-based rearrangement mechanism triggered by single-strand breaks during DNA replication.

    “FoSTeS is a replication-based genomic rearrangement mechanism that is induced by errors (single strand breaks) during DNA replication process (Lee et al., 2007).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lee et al., 2007 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Pathway analyses have found ASD CNV enrichment in ubiquitin pathways, cellular proliferation/projection/motility and GTPase/Ras signaling, and synapse development/axon targeting/neuron motility.

    “Glessner et al. (2009) observed an enrichment of CNVs at multiple sites, and some of their top hits were genes involved in ubiquitin pathways, including UBE3A, PARK2, RFWD2 and FBXO40. Pinto et al. (2010) observed an enrichment of CNVs within gene sets involved in cellular proliferation, projection and motility, and GTPase/Ras signaling. Gilman et al. (2011) found an enrichment of CNVs in gene”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Glessner et al., 2009 source

      Not checked in the free run.

    • cites Pinto et al., 2010 source

      Not checked in the free run.

    • cites Gilman et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Xu et al. observed a high rate of de novo CNVs in sporadic schizophrenia cases (10%) compared with familial cases and controls.

    “In the first systematic study of de novo CNVs in schizophrenia, Xu et al. observed a high rate in sporadic cases (10%) as compared with “familial” cases (defined as having an affected first or second degree relative) and a high rate compared with controls (Xu et al., 2008).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Xu et al., 2008

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In the Autism Genome Project case-control study, 996 ASD individuals of European ancestry had a higher global burden of rare genic CNVs than 1,287 matched controls (1.19-fold, P = 0.012), especially in regions previously implicated in ASD and/or intellectual disability (1.69-fold, P = 3.4 × 10−4).

    “When comparing 996 ASD individuals of European ancestry to 1,287 matched controls, cases were found to carry a higher global burden of rare, genic copy number variants (CNVs) (1.19 fold, P = 0.012), especially so for genomic regions previously implicated in ASD and/or intellectual disability (1.69 fold, P = 3.4 × 10−4).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Pinto et al., 2010 source

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    The most frequent recurrent CNVs in ASD tend to be large (>500 kb) and contain multiple genes.

    “The most frequent recurrent CNVs tend to be large (>500 kb) and contain multiple genes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    Rare or de novo CNVs smaller than 100 kb sometimes disrupt a single gene, but strong statistical evidence for them is lacking.

    “Rare or de novo CNVs have been identified that are smaller (<100 Kb) in size, sometimes disrupting a single gene, but strong statistical evidence is lacking.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Two studies reported enrichment of rare CNVs in bipolar disorder, with the greatest effect in early age-at-onset subjects, but the effects were small (OR ~1.5).

    “Two studies have reported an enrichment of rare CNVs in bipolar disorder (Priebe et al., 2011; Zhang et al., 2009a). In both studies, the observed effect was greatest in subjects with an early age-at-onset. However, the observed effects were still quite small (OR~1.5)”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Priebe et al., 2011

      Not checked in the free run.

    • cites Zhang et al., 2009a

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Recent genome-wide studies found strong evidence of association with schizophrenia for deletions at 1q21.1, 3q29, and 15q13.3, exonic NRXN1 deletions, and duplications at 16p11.2 and 7q36.3 (VIPR2).

    “Recent genome-wide studies have found strong evidence of association for other loci including deletions at chr1q21.1, deletions at chr3q29, duplications of chr16p11.2, deletions at chr15q13.3, exonic deletions at chr2p16.3 (NRXN1) and duplications at chr7q36.3 (VIPR2), with schizophrenia (Table 1; Supplemental Information).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Table 1

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Kirov et al. and Malhotra et al. observed a high rate of de novo CNVs in schizophrenia (5% in both) compared with controls, but neither found a significant difference between sporadic and familial cases.

    “Subsequent studies by Kirov et al. (Kirov et al., 2011) and by our group (Malhotra et al., 2011), also observed a high rate of de novo CNVs in schizophrenia (5% in both studies) as compared with controls; however, neither study observed a significant difference in rate between in sporadic and famial cases.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Kirov et al., 2011

      Not checked in the free run.

    • cites Malhotra et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Sanders et al. independently replicated the CNV burden finding when rare transmitted and de novo CNVs were included, but significant enrichment was not observed exclusively among inherited variants.

    “These findings were independently replicated by Sanders et al (Sanders et al., 2011), when CNV burden analysis included both rare transmitted and de novo CNVs; however, a significant enrichment of CNVs was not observed exclusively among variants that were inherited (Levy et al., 2011; Sanders et al., 2011).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Sanders et al., 2011 source

      Not checked in the free run.

    • cites Levy et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Current evidence suggests CNVs have a role in bipolar disorder, but large deletions in particular play a very limited role.

    “Current evidence suggests that CNVs have a role to play (Malhotra et al., 2011), but some, particularly large deletions appear to play a very limited role (Grozeva et al., 2010; Malhotra et al., 2011).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Malhotra et al., 2011 source

      Not checked in the free run.

    • cites Grozeva et al., 2010 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    A prior study found that familial segregation of early-onset bipolar disorder was consistent with major gene effects, while late-onset segregation was consistent with multifactorial etiology.

    “Also consistent with this notion, a previous study found that segregation of early-onset bipolar disorder in families was consistent with major gene effects, whereas familial segregation of late-onset bipolar disorder was consistent with a multifactorial etiology (Grigoroiu-Serbanescu et al., 2001).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Grigoroiu-Serbanescu et al., 2001 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    De novo mutation offers a possible explanation for the lack of mendelian consistency in family studies and for the discrepancy between high monozygotic and low dizygotic twin concordance rates.

    “De novo mutation offers a possible explanation for the lack of mendelian consistency observed in family studies and the discrepancy between high monozygotic and low dizygotic twin concordance rates (Zhao et al., 2007).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Zhao et al., 2007 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Mice with a paternal duplication of 15q11-13 display poor social interaction, behavioral inflexibility, abnormal ultrasonic vocalizations, and correlates of anxiety.

    “Mice with a paternal duplication of 15q11-13 display poor social interaction, behavioral inflexibility, abnormal ultrasonic vocalizations, and correlates of anxiety (Nakatani et al., 2009).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Nakatani et al., 2009 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    When key CNV observations are considered, a rare variant model is now plausible and consistent with the genetic data.

    “When we take into consideration some key observations of CNV studies, a rare variant model is now plausible and consistent with the genetic data.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Family data did not appear to be consistent with major gene effects.
  • May combine two claims.

    Premisecitation

    Some CNV alleles have no association with intellectual disability, or a relatively weak one compared with their association with psychiatric phenotypes.

    “Some CNV alleles have no association with intellectual disability (e.g. 17p12/HNPP) or a relatively weak one compared with the association with psychiatric phenotypes (e.g., microduplications of 1q21.1 and 16p11.2), see Table 1.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Table 1

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Reciprocal deletion and duplication of 16p11.2 result in similar brain structural alterations in human and mouse, with deletion associated with brain overgrowth and duplication with reduced brain volume.

    “For example reciprocal deletion and duplication of 16p11.2 result in similar brain structural alterations in human and mouse, the deletion associated with brain overgrowth and the duplication associated with reduced brain volume (Horev et al., 2011; McCarthy et al., 2009; Shinawi et al., 2010), and structural alterations appear to be widely distributed across multiple brain regions.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Horev et al., 2011 source

      Not checked in the free run.

    • cites McCarthy et al., 2009 source

      Not checked in the free run.

    • cites Shinawi et al., 2010 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Mice lacking Cntnap2 display deficits in social interaction and communication, hyperactivity, and seizures.

    “Mice lacking Contactin-associated protein 2 (Cntnap2) display deficits in social interaction and communication, hyperactivity, and seizures (Penagarikano et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Penagarikano et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    16p11.2 microduplications are associated with autism, schizophrenia, or bipolar disorder.

    “Likewise microduplications of 16p11.2 are associated with autism, schizophrenia or bipolar disorder (McCarthy et al., 2009; Weiss et al., 2008).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites McCarthy et al., 2009 source

      Not checked in the free run.

    • cites Weiss et al., 2008 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Reciprocal rearrangements of 1q21.1 and 16p11.2 influence neuropsychiatric traits, susceptibility to epilepsy, and head size in humans.

    “For instance, reciprocal rearrangements of 1q21.1 and 16p11.2 influence neuropsychiatric traits, susceptibility to epilepsy and head size in humans.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    Intellectual disability is itself highly variable and does not appear to be a primary characteristic for a number of disease-associated CNVs.

    “Intellectual disability is itself a highly variable trait, and does not appear to be a primary characteristic for a number of disease-associated CNVs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Mice lacking neurexin-1α display decreased pre-pulse inhibition, increased grooming, impaired nest-building, and improved motor learning.

    “Mice lacking neurexin-1α display a decrease in pre-pulse inhibition, an increase in grooming behaviors, impairment in nest-building activity, and an improvement in motor learning (Etherton et al., 2009).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Etherton et al., 2009 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A model attributes phenotypic variability to a combination of locus heterogeneity and pleiotropic effects of individual alleles.

    “Another model has been proposed that attributes phenotypic variability to a combination of locus heterogeneity and pleiotropic effects of the individual alleles (State and Levitt, 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites State and Levitt, 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Neuroanatomical features are more analogous between model organisms and humans than behavior, and the neuroanatomical effects of CNVs might be as well.

    “Compared to behavior, neuroanatomical features are more analogous between model organisms and human, and the neuroanatomical effects of CNVs might be as well.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The degree of risk conferred for a psychiatric disorder is related to specific genes within the CNV region and to how changes in gene dosage influence neurodevelopment.

    “These observations suggest that the degree of risk conferred for a psychiatric disorder is related to specific genes within the CNV region and how changes in gene dosage influence neurodevelopment.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A rare variant/heterogeneity model of common disease and its negative implications for GWAS had been acknowledged as a possibility early on.

    “A rare variant/heterogeneity model of common disease and its negative implications for GWAS had been acknowledged as a possibility early on (Reich and Lander, 2001).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Reich and Lander, 2001

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    A single target might contribute genetic risk to less than 1% of patients, and a compound active against a single target might benefit only patients with that mutation.

    “A single target might contribute genetic risk to only a small fraction (<1%) of patients, and a compound active against a single target might benefit only patients with that mutation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Schizophrenia hiPSC-derived neurons had significantly reduced neuronal connectivity, reduced neurite outgrowth, reduced dendritic PSD95 levels, and altered gene expression profiles.

    “Schizophrenia-hiPSC-derived neurons had significantly reduced neuronal connectivity, reduced neurite outgrowth, reduced dendritic levels of PSD95, and altered gene expression profiles.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Brennand et al., 2011 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisereasoning

    These efforts are accompanied by ongoing CNV studies of the same cohorts, and will be well powered to capture additional risk genes.

    “These efforts are accompanied by ongoing CNV studies of the same cohorts, and will be well powered to capture additional risk genes.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Large-scale studies are underway through international efforts including the Psychiatric Genomics Consortium and the Wellcome Trust Case Control Consortium.

    “Such large scale studies are underway through International efforts including by the Psychiatric Genomics Consortium (PGC) (Ripke et al., 2011) and Wellcome Trust Case Control Consortium (WTCCC).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Ripke et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Early hiPSC studies provide clues into the neurobiological processes underlying schizophrenia, but without information on genetic contributors in these patients, a clear mechanistic understanding is lacking.

    “These early studies provide clues into the neurobiological processes that underlie schizophrenia, but without information on the genetic contributors in these patients, a clear mechanistic understanding is lacking.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    The majority of risk variants are non-recurrent mutations with lower mutation rates and lower frequencies, and will require larger studies to unequivocally demonstrate association with disease.

    “The majority are non-recurrent mutations, which have lower mutation rates and lower frequencies and will require larger studies to unequivocally demonstrate an association with disease.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Human mutations in the Timothy Syndrome gene Cav1.2 influence calcium signaling and the differentiation of cortical neurons.

    “Pasca et al (2011) showed that human mutations in the Timothy Syndrome gene Cav1.2 influence calcium signaling and the differentiation of cortical neurons, and the observed defects on calcium (Ca2+) signaling were reversible with the L-type calcium channel blocker roscovitine.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Pasca et al., 2011 source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Drug discovery for neuropsychiatric diseases could involve developing a catalogue of drugs targeting a variety of orphan diseases.

    “Hence, drug discovery for neuropsychiatric diseases could involve developing a catalogue of drugs targeting a variety of orphan diseases (Braun et al., 2010).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Braun et al., 2010 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Success will increasingly depend on integrating signals from de novo, inherited, common, and rare forms of genomic variation.

    “However, as we move ahead, success will increasingly depend on our ability to integrate the signal from de novo, inherited, common, and rare forms of variation in the genome.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    A growing body of CNV research provides a compelling rationale for undertaking a complementary sequencing approach to psychiatric disease.

    “A growing body of research on CNV provides a compelling rationale for undertaking a complementary sequencing approach to psychiatric disease.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Premisenone given

    One target gene might represent one component of a pathway that is dysregulated in a larger proportion of cases.

    “More optimistically, one target gene might represent one component of a pathway that is dysregulated in a larger proportion of cases.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Mice lacking Shank3 have defects in striatal synapses and cortico-striatal circuits.

    “Mice lacking Shank3 have defects in striatal synapses and cortico-striatal circuits (Peca et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Peca et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Cultured neurons from humans with Rett Syndrome MeCP2 mutations had fewer synapses, reduced spine density, smaller soma size, reduced intracellular calcium response, and decreased frequency and amplitude of spontaneous excitatory and inhibitory postsynaptic currents.

    “Marchetto et al (Marchetto et al., 2010) showed that cultured neurons derived from humans with mutations in the Rett Syndrome gene MeCP2 had fewer synapses, reduced spine density, smaller soma size, and exhibited a reduction in the intracellular calcium response and decrease in the frequency and amplitude of spontaneous excitatory and inhibitory postsynaptic currents.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Marchetto et al., 2010 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Disease-associated VIPR2 variants result in overexpression of VIPR2 and increased cyclic-AMP accumulation.

    “Disease associated variants result in overexpression of VIPR2 and increased cyclic-AMP accumulation (Vacic et al., 2011).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Vacic et al., 2011 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Genetic testing has not yet been established as the nationwide standard of care for ASD, schizophrenia, or bipolar disorder.

    “However, genetic testing has not yet been established as the nationwide standard of care for ASD, schizophrenia or bipolar disorder.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Success in psychiatric genetics will depend on statistical power and sample size.

    “As always, success will depend on statistical power and sample size.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    These hotspots represent the largest and most pathogenic risk alleles.

    “These represent the largest and most pathogenic risk alleles.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    In studies of de novo CNV, hotspots represent 25% of mutations and thus probably represent a minority of risk variants.

    “However, in studies of de novo CNV these hotspots represent 25% of mutations and thus, probably represent a minority of the risk variants.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Patient-derived neuronal cell cultures capture the complete set of risk alleles in the patient germline and the genetic diversity of the patient population, unlike genetically engineered model systems.

    “Unlike genetically-engineered model systems, neuronal cell cultures derived from patients captures the complete set of risk alleles present in the patient germline and the genetic diversity of the patient population.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Mice lacking Cntnap2 exhibit neuronal migration abnormalities, reduced numbers of interneurons, and abnormal neuronal network activity.

    “Mice lacking Cntnap2 exhibit neuronal migration abnormalities, reduced number of interneurons, and abnormal neuronal network activity (Penagarikano et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Penagarikano et al., 2011 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Genetic approaches that have worked well for CNVs should adapt well to sequencing platforms.

    “Genetic approaches that have worked well for CNVs (Figure 3) should adapt well to sequencing platforms.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Figure 3

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    High-throughput sequencing efforts are currently under way to sequence exomes and whole genomes in all major psychiatric disorders.

    “The era of high-throughput sequencing is now in full swing, with efforts currently under way to sequence exomes and whole genomes in all major psychiatric disorders (Girard et al., 2011; Najmabadi et al., 2011; O’Roak et al., 2011; Vissers et al., 2010; Xu et al., 2011).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Girard et al., 2011 source

      Not checked in the free run.

    • cites Najmabadi et al., 2011 source

      Not checked in the free run.

    • cites O’Roak et al., 2011

      Not checked in the free run.

77 of 77
  • The paper relies on this without support.

    CNV evidence implicating specific genes or genomic regions in bipolar disorder is limited.

    “As yet, there is limited CNV evidence implicating specific genes or genomic regions in bipolar disorder.”
  • The paper relies on this without support.

    Pathway enrichment analyses in bipolar disorder have not shown clear patterns.

    “Likewise, pathway enrichment analyses have not shown clear patterns.”
  • The paper relies on this without support.

    Family data did not appear to be consistent with major gene effects.

    “However, family data did not appear to be consistent with major gene effects.”
  • The paper relies on this without support.

    De novo CNV contributes to disease in 5–10% of patients.

    “De novo CNV is a contributing factor in 5–10% of patients.”
  • The paper relies on this without support.

    Rare risk alleles may persist over multiple generations despite strong selection.

    “Despite strong selection, rare risk alleles may persist over multiple generations.”
  • The paper relies on this without support.

    The phenotypic expression of a recent mutation is typically variable.

    “More typically, the phenotypic expression of the recent mutation is variable.”
  • The paper relies on this without support.

    De novo mutations occur at low frequency, with 30–100 nucleotide substitutions per generation and 0.07–0.12 structural variants per generation.

    “Some fraction of disease alleles occurs as de novo mutations, and overall this class of mutations has a low frequency (30–100 nucleotide substitutions per generation and 0.07–0.12 SVs per generation).”
7 of 7

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • ASD is often caused by newly arising CNVs or rare germline mutations, particularly in sperm of older fathers.

    “ASD is often due to newly arising gene copy number variants (CNVs) — such as a deletion or duplication of a region of a chromosome — or a rare mutation that arises in the germ cell, particularly in sperm of older fathers5–10.”
  • Larger de novo copy number variants, especially those disrupting genes or changing gene dosages, can carry major risks for neurodevelopmental disorders.

    “Larger de novo CNVs, especially ones that disrupt genes or change gene dosages, can carry major risks particularly for neurodevelopmental disorders (Malhotra and Sebat, 2012; Sebat et al., 2007).”
  • In individuals carrying de novo CNVs or gene mutations, psychiatric diagnoses vary and only a subset meet criteria for ASD.

    “In subjects who carry de novo CNVs or gene mutations, psychiatric diagnoses are variable and typically only a subset meet criteria for ASD (De Rubeis and Buxbaum, 2015; Malhotra and Sebat, 2012).”

    From Getting to the cores of autism (2019) · cites this paper as Malhotra and Sebat, 2012

  • Reciprocal deletions and duplications at 1q21.1 and 16p11.2 have opposite effects on brain growth.

    “For example for CNVs at two loci, 1q21.1 and 16p11.2, reciprocal deletions and duplications have opposite effects on brain growth (Malhotra and Sebat, 2012).”

    From Getting to the cores of autism (2019) · cites this paper as Malhotra and Sebat, 2012

  • Copy number variants are strongly implicated in the genetic etiology of schizophrenia.

    “Copy number variants (CNVs) have been strongly implicated in the genetic etiology of schizophrenia (SCZ).”

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Malhotra, D., & Sebat, J.
Affiliations
University of California San Diego (US)
Corresponding author
Sebat, Jonathan
Venue
Cell
Publisher
Elsevier BV
Published
2012-03
Volume
148
Issue
6
Pages
1223-1241
ISSN
0092-8674 (ISSN-L)
OpenAlex
W1976555450
Cited by
854
References
167
Citations by year
2026: 20 · 2025: 27 · 2024: 37 · 2023: 42 · 2022: 36 · 2021: 60 · 2020: 60 · 2019: 73 · 2018: 56 · 2017: 66 · 2016: 73 · 2015: 103 · 2014: 90 · 2013: 72 · 2012: 38
FWCI
11.89
Type
journal article
Language
en
Open access
Locations
  • Cell (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institute of Mental Health (U01MH094411, MH076431, R01MH076431)
  • National Human Genome Research Institute (P41HG004222, U01HG005725, HG05725)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomic variations and chromosomal abnormalities
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
  • Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
Keywords
copy number variation, rare variants, neuropsychiatric disorders, schizophrenia, bipolar disorder, autism spectrum disorder, de novo mutations, etiology, behavioral characteristics, whole genome sequencing
MeSH terms
Animals, Autistic Disorder, Mental Disorders, Bipolar Disorder, Female, Humans, Male, Mutation, Schizophrenia, Sex Characteristics, Genetic Predisposition to Disease, Genome-Wide Association Study, DNA Copy Number Variations

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-05.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-05.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review