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First Whole-genome Association Study Reveals Novel Schizophrenia Locus
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29 March 2007. In the March 20 Molecular Psychiatry online, researchers in the U.S. reported the first whole-genome association analysis of a schizophrenia case-control data set. The study, of half a million markers, identified only one locus that has a strong effect. But that locus allowed the researchers to zoom in on some rare missense mutations in two genes that have heretofore not been associated with schizophrenia. Because both code for cytokine receptors, the finding may help researchers understand previously described connections between this debilitating psychiatric disorder and diseases of the immune system, such as autoimmune disorders (see SRF related news story), prenatal infection, and familial leukemia.
250,000 SNPs on a Chip
Whole-genome association analysis is one of the latest tools geneticists employ to identify susceptibility genes for complex disorders. The technique uses extremely dense DNA arrays, or chips, to simultaneously detect hundreds of thousands of single nucleotide polymorphisms (SNPs) in DNA extracted from blood samples. It can be used on relatively small sample sets. In this case, Todd Lencz and colleagues at The Zucker Hillside Hospital, Glen Oaks, New York, used two chips to genotype 500,000 SNPs in 178 patients—158 diagnosed with schizophrenia, 13 with schizoaffective disorder, seven with schizophreniform disorder—and 144 controls. The researchers found a single SNP that passes the stringent criteria for statistical significance. That SNP (rs4129148) is located in the vicinity of the gene for colony stimulating factor, receptor 2 alpha (CSF2RA), and lies in the pseudoautosomal region 1 (PAR1) that is present on both chromosomes X and Y. The C allele of the locus was more frequently found in schizophrenia patients (59 percent, versus only 31 percent in controls).
The authors noted that with this type of association study it is imperative to carry out further fine mapping and to validate the finding in additional cohorts. Lencz and colleagues used additional case-control cohorts to perform haplotype analysis of common SNPs near the CSF2RA locus, and they also looked at the frequency of missense mutations in the region. They found two haplotype blocks that significantly associated with schizophrenia, one comprising three common SNPs in intron 8 of CSF2RA and the other containing three SNPs spanning introns 4-6 of an the adjacent gene for interleukin 3 receptor alpha (IL3RA). The authors also found seven novel missense mutations—four in CSF2RA and three in IL3RA—that may be associated with the disease. Only one of these missense mutations was found in 31 controls, while a total of 15 of the mutations were detected among 71 cases.
Together, the whole-genome association data, the haplotype analysis, and the missense mutations that are overrepresented in the schizophrenia samples suggest the presence of a susceptibility locus on the PAR1 region and implicate the two cytokine-receptor genes. However, the authors caution that “as with any genetic association study, additional independent replications from other laboratories will be critical to confirm these novel findings.”
Although they are involved in an ever growing list of physiological processes, cytokines were first described, and are still best known, for mediating inflammation and other immune system responses. The authors note that these findings may help explain epidemiological evidence linking schizophrenia to perturbations of the immune system. Prenatal exposure to pathogens, for example, has been recognized as a risk factor for the disease (see SRF related news story), while HLA antigen mismatching between mother and fetus may also play a role (see SRF related news story). The authors also note that reduced incidence of schizophrenia has been reported in families where there is a history of lymphoma and leukemia, which have both been linked to abnormalities in IL-3, colony stimulating factor, and their receptors. In fact, a commonly identified linkage peak for schizophrenia lies on chromosome 5q, near the gene for IL-3 (see Chen et al., 2007). Further studies may help elucidate any role of these immune regulatory molecules in the disease.—Tom Fagan.
Reference:
Lencz T, Morgan TV, Athanasiou M, Dain B, Reed CR, Kane JM, Kucherlapati R, Malhotra AK. Converging evidence for a pseudoautosomal cytokine receptor gene locus in schizophrenia. Mol Psych. 2007. March 20. Abstract
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Comments on News and Primary Papers
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Primary Papers: Converging evidence for a pseudoautosomal cytokine receptor gene locus in schizophrenia.
Comment by: Ferid Fathalli
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Submitted 31 July 2007
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Posted 1 August 2007
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I recommend this paper
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Primary Papers: Converging evidence for a pseudoautosomal cytokine receptor gene locus in schizophrenia.
Comment by: Stephen Kingsmore
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Submitted 17 April 2008
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Posted 18 April 2008
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I recommend this paper
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Comments on Related News
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Related News: Schizophrenia, Autoimmune Diseases Linked in Danish Population
Comment by: Keith Parker
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Submitted 22 March 2006
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Posted 22 March 2006
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I recommend the Primary Papers
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Related News: Schizophrenia, Autoimmune Diseases Linked in Danish Population
Comment by: Patricia Estani
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Submitted 26 March 2006
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Posted 26 March 2006
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I recommend the Primary Papers
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Related News: Bad Timing: Prenatal Exposure to Maternal STDs Raises Risk of Schizophrenia
Comment by: Paul Patterson
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Submitted 22 May 2006
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Posted 22 May 2006
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Over the past six years, Alan Brown and colleagues have published an impressive series of epidemiological findings on schizophrenia in the offspring of a large cohort of carefully studied pregnant women (reviewed by Brown, 2006). Their work has confirmed and greatly extended prior findings linking maternal infection in the second trimester with increased risk for schizophrenia in the offspring. Moreover, Brown et al. found an association between anti-influenza antibodies in maternal serum and increased risk for schizophrenia, as well as a similar association with elevated levels of a cytokine in maternal serum. In a new paper (Babulas et al., 2006), this group reports a fivefold increase in risk for schizophrenia spectrum disorders in the offspring of women who experienced a genital/reproductive infection during the periconception period. The infections considered were endometritis, cervicitis, pelvic inflammatory...
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View all comments by Paul Patterson
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Related News: Bad Timing: Prenatal Exposure to Maternal STDs Raises Risk of Schizophrenia
Comment by: Jürgen Zielasek
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Submitted 3 June 2006
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Posted 3 June 2006
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Meyer and coworkers provide interesting new data on the role of the immune system in mediating the damage caused by viral infections during pregnancy on the developing nervous system of the fetus. Not just the timing of the infection appears to be critical, but the developing fetal immune system appears to play a role, too.
Polyinosinic-polycytidylic acid (polyI:C), which was employed by Meyer et al., is frequently used to mimic viral infections. It is a synthetic double-stranded RNA and has adjuvant-effects (Salem et al., 2005). PolyI:C binds to target cells via the "Toll-like receptor 3" (TLR3). TLR3 serves as a receptor in trophoblast cells and uterine epithelial cells mediating local immune activation at the maternal-fetal interface after viral infections (Abrahams et al., 2005; Schaefer et al., 2005). Glial cells like microglia and...
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View all comments by Jürgen Zielasek
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Related News: WCPG 2007—Schizophrenia, Bipolar GWA Results Prompt Calls for Bigger Samples
Comment by: William Carpenter, SRF Advisor (Disclosure)
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Submitted 7 November 2007
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Posted 8 November 2007
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Terrific update and summary for those of us not attending the meeting.
View all comments by William Carpenter
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Related News: Genetic Homozygosity Runs in Schizophrenia Families
Comment by: Ben Pickard
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Submitted 7 December 2007
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Posted 7 December 2007
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Schizophrenia as genetic pelmanism
If you take a brand new pack of cards and start shuffling, it is not hard to appreciate that the longer you continue, the less likely it will be that you will find a series of cards in the same order as in the beginning. The European and Asian genomes are like a pack of cards that effectively started shuffling as humans first walked “Out of Africa” some 100,000 years ago. Meiotic recombination is the shuffling process and the result is a decreasing ability to predict at the gross level what combinations of marker alleles will be found together on a chromosome. African populations, with a longer “shuffling” time and without population bottlenecks (which effectively reorder the cards) show the least predictability (“linkage disequilibrium,” LD) across their genomes.
There are two counteracting forces to halt or even reverse this entropic breakdown. Firstly, if a particular region becomes strongly selected for, then its frequency increase in the population will,...
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View all comments by Ben Pickard
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Related News: Genetic Homozygosity Runs in Schizophrenia Families
Comment by: Christopher Carter
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Submitted 20 December 2007
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Posted 21 December 2007
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This is a remarkable paper, not only for the genes described but also for its original and inventive design. As already stated by the authors, two genes identified in these regions (PIK3C3 and NOS1AP) have already been implicated in schizophrenia. A number of others are convincing candidates and can be related to genes and processes relevant to the disease. For example, Chimaerin 1 (CHN1) (found in roh52) binds to the NMDA receptor subunit GRIN2A and regulates the morphology and density of dendritic spines (Van de Ven et al., 2005; Buttery et al., 2006). Dendritic spine density is reduced in the frontal cortex in schizophrenia (Glantz and Lewis, 2000). ATF6 (found in roh15) is a key player in the endoplasmic reticulum stress pathway and regulates the expression of another gene implicated in schizophrenia, XBP1 (Hirota et al., 2006).
Perhaps even more interesting is EIF2S1 (found in...
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View all comments by Christopher Carter
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Todd Lencz, Anil Malhotra (SRF Advisor)
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Submitted 3 July 2009
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Posted 3 July 2009
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The three companion papers published in Nature provide important new evidence for a role of the MHC complex and common variation across the genome in risk for schizophrenia. These studies have exploited the availability of comprehensive genotyping technologies, coupled with large cohorts of cases and controls, to identify candidate loci for disease susceptibility.
A notable feature of these papers is the clear willingness of each of the groups to share its data, and to provide overlapping presentations of each others’ results. The combination of datasets permitted the statistical significance of the MHC findings to emerge, thereby increasing confidence in results. The implication that immune processes may interact with genetic risk to influence schizophrenia risk is consistent with several lines of evidence, including our own small GWAS study (Lencz et al., 2007) implicating cytokine receptors in schizophrenia susceptibility.
Perhaps most intriguing is the finding from the International Schizophrenia Consortium demonstrating that a “score” test—combining...
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View all comments by Todd Lencz View all comments by Anil Malhotra
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Daniel Weinberger, SRF Advisor
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Submitted 3 July 2009
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Posted 3 July 2009
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The three Nature papers reporting GWAS results in a large sample of cases of schizophrenia and controls from around Western Europe and the U.S. are decidedly disappointing to those expecting this strategy to yield conclusive evidence of common variants predicting risk for schizophrenia. Why has this extensive and very costly effort not produced more impressive results? There are likely to be many explanations for this, involving the usual refrains about clinical and genetic heterogeneity, diagnostic imprecision, and technical limitations in the SNP chips. But the likely, more fundamental problem in psychiatric genetics involves the biologic complexity of the conditions themselves, which renders them especially poorly suited to the standard GWAS strategy. The GWA analytic model assumes fixed, predictable relationships between genetic risk and illness, but simple relationships between genetic risk and complex pathophysiological mechanisms are unlikely. Many biologic functions show non-linear relationships, and depending on the biologic context, more of a potential pathogenic...
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View all comments by Daniel Weinberger
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Irving Gottesman
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Submitted 3 July 2009
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Posted 3 July 2009
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I recommend the Primary Papers
The synthesis and extraction of the essence of the 3 Nature papers by Heimer and Farley represents science reporting at its best. Completion of the task while the ink was still wet shows that SRF is indeed in good hands. Congratulations on being concise, even-handed, non-judgmental, and challenging under the pressure of time.
View all comments by Irving Gottesman
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Christopher Ross, Russell L. Margolis
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Submitted 6 July 2009
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Posted 6 July 2009
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Schizophrenia Genetics: Glass Half Full?
While it may be disappointing that the GWAS described above did not identify more genes, they nevertheless represent a landmark in psychiatric genetics and suggest a dual approach for the future: continued large-scale genetic association studies along with alternative genetic approaches leading to the discovery of new genetic etiologies, and more functional investigations to identify pathways of pathogenesis—which may themselves suggest new etiologies.
The consistent identification of an association with the MHC locus reinforces (without proving, as pointed out in the SRF news story) long-standing interest in the involvement of infectious or immune factors in schizophrenia pathogenesis (Yolken and Torrey, 2008). Epidemiologic and neuropathological studies that include patients selected for the presence or absence of immunologic genetic risk variants could potentially clarify etiology; cell and mouse model studies could clarify pathogenesis (
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View all comments by Christopher Ross View all comments by Russell L. Margolis
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: David Collier
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Submitted 6 July 2009
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Posted 6 July 2009
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I recommend the Primary Papers
This report is unnecessarily negative, from my point of view. The three studies show not only that GWAS can identify susceptibility alleles for schizophrenia, but that the majority of risk comes from common variants of small effect. These can be found, but as in other complex traits and diseases, such as obesity and height, considerable power is needed, because effect sizes are small, meaning greater samples sizes. This approach works: there are now almost 60 variants influencing height (Hirschhorn et al., 2009; Soranzo et al., 2009; Sovio et al., 2009). Furthermore, the genes identified so far from both traditional mapping, CNV analysis and GWAS, point to two biological pathways, the integrity of the synapse (neurexin 1, neurogranin, etc.) and the wnt/GSK3β signaling pathway (DISC1, TCF4, etc.), which is involved in functions such as neurogenesis in the brain. The identification of disease pathways for schizophrenia has major...
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View all comments by David Collier
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Michael O'Donovan, Nick Craddock, Michael Owen (SRF Advisor)
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Submitted 9 July 2009
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Posted 9 July 2009
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Some commentators in their reflections take a rather negative view on what has been achieved through the application of GWAS technology to schizophrenia and psychiatric disorders more generally. We strongly disagree with this position. Below, we give examples of a number of statements that can be made about the aetiology of schizophrenia and bipolar disorder that could not be made at high levels of confidence even two years ago that are based upon evidence deriving from the application of GWAS.
1. We know with confidence that the role of rare copy number variants in schizophrenia is not limited to 22q11DS (VCFS) (reviewed recently in O’Donovan et al., 2009). We do not yet know how much of a contribution, but we know the identity of an increasing number of these. Most span multiple genes so it may prove problematic as it has in 22q11DS to identify the relevant molecular mechanisms. However, for one locus, the CNVs are limited to a single gene: Neurexin1 (Kirov et al., 2008;
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View all comments by Michael O'Donovan View all comments by Nick Craddock View all comments by Michael Owen
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Kevin J. Mitchell
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Submitted 9 July 2009
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Posted 9 July 2009
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GWAS Results: Is the Glass Half Full or 95 Percent Empty?
The publication of the latest schizophrenia GWAS papers represents the culmination of a tremendous amount of work and unprecedented cooperation among a large number of researchers, for which they should be applauded. In addition to the hope of finding new “schizophrenia genes,” GWAS have been described by some of the researchers involved as, more fundamentally, a stern test of the common variants hypothesis. Based on the meagre haul of common variants dredged up by these three studies and their forerunners, this hypothesis should clearly now be resoundingly rejected—at least in the form that suggests that there is a large, but not enormous, number of such variants, which individually have modest, but not minuscule, effects. There are no common variants of even modest effect.
However, Purcell and colleagues now argue for a model involving vast numbers of variants, each of almost negligible effect alone. The authors show that an aggregate score derived from the top 10-50 percent of a set of 74,000...
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View all comments by Kevin J. Mitchell
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: David J. Porteous, SRF Advisor
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Submitted 9 July 2009
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Posted 10 July 2009
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I recommend the Primary Papers
Thumbs up or down on schizophrenia GWAS?
The triumvirate of schizophrenia GWAS studies just published in Nature gives cause for thought, and bears close scrutiny and reflection. To my reading, these three studies individually and collectively lead to an unambiguous conclusion—there is a lot of genetic heterogeneity and not one individual variant of common ancient origin accounts for a significant fraction of the genetic liability. To put it another way, there is no ApoE equivalent for schizophrenia. Strong past claims for ZNF804A and others look to have fallen by the statistical wayside. Putting the results of all three studies together does appear to provide support for a long known, pre-GWAS association with HLA, but otherwise it is hard to give a strong "thumbs up" to any specific result, not least because of the lack of replication between studies. The results are nevertheless important because the common disease, common variant model, on which GWAS are based and the associated cost justified, is strongly rejected as the main contributor to the genetic...
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View all comments by David J. Porteous
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Sagiv Shifman
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Submitted 11 July 2009
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Posted 11 July 2009
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The main question that arises from the three large genomewide association studies published in Nature is, What should we do next?
One important way forward would be to follow up the association findings in the MHC region. We need to understand the biological mechanism underlying this association. If the association signal is indeed related to infectious diseases, this line of inquiry may lead to the highly desired development of a treatment that might prevent the diseases in some cases.
One possible explanation for the association between schizophrenia and the MHC region (6p22.1) is that infection during pregnancy leads to disturbances of fetal brain development and increases the risk of schizophrenia later in life. A possible test for the theory of infectious diseases as risk factors for schizophrenia would be to study the associated SNPs in 6p22.1 in fathers and mothers of subjects with schizophrenia relative to parents of control subjects. If the 6p22.11 region is related to the tendency of mothers to be infected by viruses during pregnancy, we would expect the SNPs...
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View all comments by Sagiv Shifman
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Alan Brown, Paul Patterson
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Submitted 17 July 2009
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Posted 17 July 2009
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The three companion papers in this week’s issue of Nature, in our view, support the case for investigating interaction between susceptibility genes and infectious exposures in schizophrenia. We and others have argued previously that genetic studies conducted in isolation from environmental factors, and studies of environmental influences in the absence of genetic data, are necessarily limited. Maternal influenza, rubella, toxoplasmosis, herpes simplex virus, and other infections have each been associated with an increased risk of schizophrenia, with effect sizes ranging from twofold to over fivefold. While these epidemiologic findings clearly require replication in independent cohorts, two new developments provide further support for the hypothesis. First, a growing number of animal studies of maternal immune activation have documented behavioral and brain phenotypes in offspring that are analogous to findings from clinical research in schizophrenia, and these findings are mediated in large part by specific cytokines (Meyer et al.,...
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View all comments by Alan Brown View all comments by Paul Patterson
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Related News: Largest GWAS Analysis to Date Offers Only Two New Candidate Genes
Comment by: Javier Costas
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Submitted 17 July 2009
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Posted 17 July 2009
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I recommend the Primary Papers
Two hundred years after Darwin’s birth and 150 years after the publication of On the Origin of Species, these three papers in Nature show the important role of natural selection in shaping the genetic architecture of schizophrenia susceptibility. If we compare the GWAS results for schizophrenia with those obtained for other diseases, it seems that there are less common risk alleles and/or lower effect sizes in schizophrenia than in many other complex diseases (see, for instance, the online catalog of published GWAS at NHGRI). This fact strongly suggests that negative selection limits the spread of susceptibility alleles, as expected due to the decreased fertility of schizophrenic patients.
Interestingly, the MHC region may be an exception. This region represents a classical example of balancing selection, i.e., the presence of several variants at a locus maintained in a population by positive natural selection (Hughes and Nei, 1988). In the case of the MHC, this...
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View all comments by Javier Costas
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