Interaction Effects of Season of Birth and Cytokine Genes on Schizotypal Traits in the General Population.
Evidence suggests that people born during winter months have an increased risk of developing schizophrenia . However, the definitive pathophysiological mechanisms underlying the link between season of birth (SOB) and the disorder are still not completely understood. One plausible explanation is that the increased risk of schizophrenia in individuals born in winter is caused by deleterious effects of innate immune response-related factors on brain development [2, 4, 5]. Recent findings have demonstrated that SOB may shape neonatal immune function, with winter births correlating with higher levels of most immune cell types in cord blood and airway inflammatory mediators, and this season-related immune profile seems to be an outcome of exposures from the maternal environment . Accordingly, epidemiological data implicate maternal infection as a risk factor for schizophrenia, and animal models corroborate this link showing the impact of maternal immune activation on lifelong neuropathology in offspring [7, 8]. Since prenatal exposure to different types of viral or bacterial infections has similar debilitating effects in later life, it is thought that not pathogen itself but the response of the innate immune system, specifically the increased production of inflammatory cytokines, is the critical mediator in altering fetal brain development .
Schizophrenia is considered to be a neurodevelopment disorder resulting from complex interactions between genes and environmental exposures . In this context, it is suggested that genotype may mediate prenatal or early postnatal environmental influences that activate the immune system on schizophrenia-related brain pathology . However, while recent years have seen considerable progress in uncovering environmental and genetic factors predisposing to schizophrenia, only a limited number of studies have investigated gene-environment interactions (G x E). Of them, four studies have used SOB as a proxy of environmental exposures, with two studies exploring genes for the human leukocyte antigens and none analyzing cytokine genes (for reviews see [12-14]).
Investigating G x E in schizophrenia is challenging for a number of reasons . It has been proposed that schizotypy promises to increase the power of such studies [15-17]. Schizotypy refers to a constellation of personality traits and perceptual experiences that resemble positive, negative, and disorganized symptoms of schizophrenia. It can be assessed using clinical interviews or self-report questionnaires. Individuals with high levels of schizotypal traits have an enhanced risk of psychosis, and the psychosis continuum hypothesis posits that the same biological factors that underpin schizotypy contribute to the development of schizophrenia. Therefore, schizotypy represents a useful construct for understanding the etiology of schizophrenia-spectrum disorders by allowing for the examination of etiological factors without disease-related confounders and enhancing a possibility of identifying protective mechanisms (for reviews see [15-19]).
Both quantitative and molecular genetic studies indicate overlap of schizotypy with schizophrenia at the genetic level supporting the continuum hypothesis [16,17,20]. About SOB, findings are mixed [21-24]. While the latest meta-analysis does not indicate an association between winter SOB and schizotypy in adults (n = 481) , in the largest study to date (n = 8114), a small, but significant, sex-independent effect of late winter and early spring births on schizotypal traits has been found . To our knowledge, no gene X SOB study for schizotypal traits has been published so far.
This study aimed to assess the cytokine genes by SOB interaction effect on self-reported schizotypy measured with the Schizotypal Personality Questionnaire (SPQ-74)  in the general population. We focused on the proinflammatory cytokine interleukin- (IL-) 1[beta] because of (1) its suggestive role in altered brain development  and schizophrenia etiology and pathogenesis [28, 29] and (2) findings indicating its higher concentration in infants born in winter . Specifically, the IL1B gene promoter single nucleotide polymorphism (SNP) C-511T (rs16944) has been shown to be associated with schizophrenia in European populations, though the data are not univocal [30-33] and to affect brain structure and functions in schizophrenic patients [34-36]. Based on the direction of the IL1B allele effects on schizophrenia risk [30, 32, 33], we hypothesized that the variant C of IL1B would potentiate the development of schizotypal traits in individuals born during winter.
The cytokine hypothesis of schizophrenia posits that the imbalance between pro- and anti-inflammatory cytokine signaling in the fetal brain rather than an increase in proinflammatory cytokines concentration as such may represent a key mechanism involved in the precipitation of schizophrenia-related pathology . Given this, we included two more genes for analysis, namely, IL-1RN, encoding interleukin-1 receptor antagonist (IL-1ra), and IL4, encoding interleukin-4. They were chosen due to the antagonistic relationships of their products with IL-1[beta]. IL-1ra acts as an antagonist by binding competitively to the same membrane receptor as IL-1[beta]. Like IL1B, IL-1RN is located within the 2q13 chromosomal region for which significant evidence of linkage to schizophrenia has been found . IL-4 is an anti-inflammatory cytokine that can inhibit synthesis of IL-1[beta], attenuate IL-1[beta]-induced behavioral and immunological changes, and upregulate the production of IL-1ra [38-40]. To examine the possible influence of these genes on schizotypal traits individually and in combination with IL1B and SOB, we genotyped polymorphisms with functional consequences: a penta-allelic polymorphic site in intron 2 (VNTR, 86 bp repeats) of the IL-1RN gene and rs2243250 in the IL4 gene. Allele 2 (two repeats) of the IL-1RN gene has been related to lower IL-1ra production and a shorter time for endothelial cells' division compared with major allele 1 . rs2243250 is a T/C SNP located in the IL4 gene promoter; the minor allele T is associated with the increased IL4 transcriptional activity . We hypothesized that the potential SOB X IL1B effect on schizotypy would be less pronounced in the presence of the IL-1RN and/or IL4 more active alleles.
2. Materials and Methods
2.1. Sample and Procedure. The study was approved by the Mental Health Research Center's Ethics Committee. Subjects were recruited as part of larger research on the genetics of psychiatric disorders. We selected participants from the staff of research institutes and hospitals, university students, and friends, mostly from the Moscow region (~80%). They did not receive a participation fee. Each individual was interviewed about his/her demographic characteristics, psychiatric diagnoses, substance use, or heard injury personal histories and a family history of psychoses. Individuals who were not Caucasian, did not complete a secondary school (11 years), reported a history of psychiatric or neurologic conditions, or had first-degree relatives with psychotic illness were not included in the sample. The entire research design required subjects to sign an informed consent for participation in the study, to donate blood samples for DNA extraction, and to complete a set of inventories including the SPQ-74.
A two-stage design was applied. In stage 1, a search for associations of all the three cytokine genes, SOB, and their interactions with the SPQ-74 total score was performed. In stage 2, we used an extended sample to conduct follow-up analyses of the significant gene X SOB effect (1) on the SPQ total score with age and gender taken into account and (2) on each of the three SPQ factors.
Two hundred seventy-eight individuals aged between 16 and 65 years with complete genetic, demographic, and SPQ data were included in stage 1 sample. Among them, 75 participants were born in winter (December to February). The winter SOB group did not differ from the nonwinter one on age but included fewer women (52% versus 65.5%; [chi square] = 4.24, p = 0.039). Power analysis conducted by Quanto  showed that the sample had over 80% power to detect main and two-way interaction effects with [R.sup.2] [greater than or equal to] 0.03, assuming a dominant model, a minor allele frequency of 18% or higher, and [alpha] = 0.05. The extended sample (stage 2) consisted of 373 individuals approaching 80% power to detect effects of [R.sup.2] [greater than or equal to] 0.02 and remaining similar in age, gender, and SOB composition to the initial sample (Table 1).
2.2. Assessment. The SPQ-74 is a 74-item true-false questionnaire assessing nine diagnostic criteria of schizotypal personality according to DSM-III-R. The criteria are grouped into three factors: cognitive-perceptual (ideas of reference, odd beliefs or magical thinking, unusual perceptual experiences, and suspiciousness), interpersonal (social anxiety, no close friends, constricted affect, and suspiciousness), and disorganized (odd or eccentric behavior and odd speech). These factors presumably correspond to three syndromes of schizophrenia, positive (delusions and hallucinations), negative (flattened affect, avolition, and asociality), and disorganized (thought incoherence or illogicality and bizarre behavior).
2.3. Genotyping. DNA was extracted from peripheral blood leukocytes with the phenol-chloroform method. Genotyping was performed using polymerase chain reaction (PCR). PCR products for IL1B rs16944 and IL4 rs2243250 were analyzed using restriction fragment length polymorphism (RFLP). PCR amplifications were performed in a final volume of 15 [micro]l containing 1x PCR buffer, 2.5 mM of MgCl2,200 [micro]M dNTPs, 10.0 pmol of oligonucleotides, 0.5 U of Taq-polymerase, and 100 ng of DNA extract. Primer sequences, PCR programs, restriction endonucleases, and PCR or digestion products are presented in Table 2. For quality control purposes, 10% of samples were genotyped twice (the results were concordant). Both SNPs conformed to Hardy-Weinberg equilibrium (HWE), p > 0.05. Minor allele frequencies were 0.32 and 0.18 for IL1B and IL4, respectively. Genotype frequencies were as follows. For rs16944, CC = 131, CT = 118, and TT = 29; for rs2243250, CC = 184, CT = 86, and TT = 8. For IL-1RN, the genotype frequencies deviated from HWE (ARLEQUIN, exact test using a Markov chain, p = 0.042). Yet, allele 1 was the most common (0.63), followed by the two-repeat allele (0.35), consistent with the data reported for other cohorts of European ancestry (e.g., ).
2.4. Statistical Analyses. The SPQ total score was normally distributed according to the Kolmogorov-Smirnov test. A full factorial multivariate analysis of variance (ANOVA) was conducted to analyze it. The three polymorphisms and SOB (winter versus nonwinter) were used as between-subjects factors. Also, all possible two-, three-, and four-way interactions between the factors were included in the model. Genotypes were grouped as follows: at least one minor allele of any SNP versus homozygosity for its major allele; the presence of the IL-1RN allele 2 versus its absence. Partial eta squared ([[eta].sup.2]) was calculated to investigate effect sizes.
SPQ factor scores did not follow a normal distribution, and log-transformation failed to normalize the data. Given this, they were analyzed with the nonparametric Mann-Whitney test. Bonferroni correction was applied to p values during post hoc comparisons of the SPQ total score and when analyzing factor scores. In the latter case, [p.sub.corr] = p * 3. The significance level for p/[p.sub.corr] values was set at 0.05, two-tailed. All analyses were performed with Statistica 12 for Windows.
3.1. Stage 1. A factorial ANCOVA with SOB and gender as between-subjects factors and age as a covariate did not reveal any significant effect of these demographic variables on the SPQ total score. The winter SOB group did not differ from the nonwinter one on the SPQ factor scores.
The full factorial ANOVA with all three polymorphisms, SOB, and their interactions as between-subjects factors yielded a significant effect of the IL4 X SOB interaction on the SPQ total score, F(1,262) = 7.45, p = 0.007,and [[eta].sup.2] = 0.028. T allele carriers born in winter had the lowest mean score and those who were also born in winter but did not have this allele showed the largest score (Table 3). The post hoc LSD analysis revealed nominally significant differences between carriers and noncarriers of the T allele among individuals born in winter (p = 0.023) and between carriers of the T allele with winter and nonwinter births (p = 0.045). None of these differences survived Bonferroni correction. None of the other effects in the full factorial ANOVA was significant.
3.2. Stage 2. A factorial ANCOVA with IL4 genotype, SOB, and gender as between-subjects factors and age as a covariate confirmed the influence of the IL4 X SOB interaction on the SPQ total score, F(1,364) = 4.88, p = 0.028, though the [[eta].sup.2]-value was reduced to 0.013. Homozygotes CC born in winter showed the highest SPQ total score and differed significantly from winter-born T allele carriers ([p.sub.corr] = 0.049). The latter had the lowest mean score among all IL4 X SOB groups (Table 4). In addition, the genotype main effect was significant, F(1,262) = 6.00, p = 0.015, and [[eta].sup.2] = 0.016. Homozygotes CC had higher SPQ total scores than T allele carriers. None of the other effects in the model was significant.
Given these results, we carried out the comparisons between T allele carriers and noncarriers on the three SPQ factors in the winter SOB group. Homozygotes CC showed significantly higher scores of the cognitive-perceptual (U = 488.5, [p.sub.corr] = 0.009) and disorganized (U = 508.5, [p.sub.corr] = 0.017) factors than T allele carriers (Table 4). Analyses of the IL4 effect on the SPQ factors in the whole sample and individuals born during spring-autumn did not reveal genotype-related significant differences.
Existing literature suggests that the effect of winter birth on schizophrenia risk might be mediated by increased expression of the proinflammatory cytokines, in particular, IL-1[beta], due to prenatal infection and its inadequate regulation by anti-inflammatory factors. Therefore, we hypothesized that winter birth, combined with the presence of the schizophrenia-risk IL1B genotype CC, would be associated with an increase in the severity of schizotypal traits and that this effect could be modulated by genetic polymorphisms of the anti-inflammatory cytokines IL-1ra and IL-4. None of these hypotheses was confirmed. Instead, we found a significant IL4 X SOB interaction effect on schizotypy. Among individuals born in winter, homozygotes for the common allele C had elevated SPQ scores and carriers of the more active T allele demonstrated a lower level of schizotypy. At the same time, individuals born in spring-autumn showed average levels of schizotypal traits regardless of IL4 genotype. Based on this pattern of results, we speculate that potentially detrimental consequences of winter birth can be attenuated by increased activity of the anti-inflammatory cytokine IL4. This hypothesis is in line with evidence of neuroprotective [45, 46] and beneficial cognitive effects of IL-4 in animal models [47, 48] and children . Mechanisms underlying these effects are currently under investigation [39, 45, 50-52]. In particular, the ability of IL-4 to inhibit IL-1[beta]-induced central glial activation and neurotransmitter alterations has recently been shown . It can be suggested that despite the absence of the association of IL1B with SPQ scores in the present study, it is still possible that IL-4 exerts its protective effect against schizotypy through blocking the negative influences of IL-1[beta] on normal brain development. The lack of an association between IL1B and schizotypy could be explained by the fact that regulation of the inflammatory response maybe more important for brain development than the inflammatory reaction itself.
Factors underlying the SOB influence on schizophrenia vulnerability are not known. Apart from maternal infection, they may include perinatal photoperiod and production of vitamin D, which depends on exposure to sunlight [2, 53]. Growing evidence suggests immunomodulating effects of vitamin D [54, 55], including vitamin D ability to upregulate expression of IL-4 [54, 56-58]. As such, it can be speculated that wintertime vitamin D insufficiency can exacerbate the unfavorable effects of the less effective genotype CC on brain development. It should be noted, however, that both low and high concentrations of neonatal vitamin D are associated with increased risk of schizophrenia . Further, the photoperiod might affect schizophrenia risk regardless of vitamin D, for instance, through the seasonal and circadian fluctuation of the melatonin level. Melatonin is involved in T-cell biology and maintenance of normal pregnancy [60, 61]. Treatment with melatonin has been shown to reduce levels of a number of cytokines including IL-4 in a murine model of allergic asthma  and to reverse ketamine-induced schizophrenia-like behavioral alterations and increments in hippocampal IL-4 in mice . Finally, the actual causal event making individuals born in winter vulnerable to schizophrenia could have occurred anytime during gestation. This, in turn, suggests that factors, which are more widely dispersed in the warmer months, for example, environmental toxins , can be responsible for the IL4 association with schizotypy in individuals with winter SOB.
We found that, in individuals born in winter, IL4 was associated with positive (cognitive-perceptual) and disorganized but not negative (interpersonal) schizotypy dimensions. These results are consistent with the notion that positive and negative schizotypal features may have at least partially specific genetic and environmental underpinning [64-66]. Interestingly, Venables  showed that women's exposure to influenza in the 2nd trimester of pregnancy was associated with an elevation of positive schizotypy scores, whereas exposure to low environmental temperatures was associated with an elevation of anhedonia scores in their offspring. Therefore, dimensional perspective seems promising in addressing the molecular mechanisms underlying G x E in schizotypy.
The results must be interpreted in light of the limitations of our sample. First, although our sample size was moderate in comparison to other G x E studies, a larger sample size would increase power to detect three- and four-way interactions. Second, due to the very low frequency of the IL4 TT genotype we combined individuals with TT and TC genotypes. This makes it impossible to distinguish the effects of the T allele from the effects of heterozygosity, which itself can have a beneficial effect known as a heterozygous advantage. Third, convenience sampling used in the present study is not capable of recruiting statistically representative samples of the entire population. This might limit the generalizability of the findings. However, the composition of our samples showed no bias with respect to IL4 genotypes and SOB. Finally, other cytokine genes need to be considered in future studies. Because many anti-inflammatory molecules share similar signal transduction pathways, it may be expected that in addition to IL-4 the enhanced expression of other anti-inflammatory cytokines may also weaken or block the negative influences of winter SOB on brain development, reducing the severity of schizotypal traits in later life.
This study was the first to investigate the cytokine genes X SOB effects on schizotypal traits. We explored polymorphisms of IL1B, IL-1RN, and IL4 genes and found the IL4 X SOB influence on self-reported schizotypy. The IL4 T allele appeared to have a protective effect against the development of positive and disorganized schizotypal traits in individuals born during winter months. We were able to replicate the IL4 X SOB interaction effect using an extended sample, a methodological strength that places greater confidence in the findings. Further studies of the molecular mechanisms underlying the IL4 X SOB interaction might suggest novel immunomodulatory strategies for prevention of schizophrenia. Nevertheless, replication on independent samples is desirable and more research should be conducted considering cytokine networks to find abnormalities in specific immune pathways involved in the development of schizotypal traits.
The funder had no role in study design, data analysis, or manuscript preparation.
Conflicts of Interest
The authors have no conflicts of interest to disclose.
This study was funded by the RFBR Grant no. 15-04-02063.
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Margarita V. Alfimova, Galina I. Korovaitseva, Tatyana V. Lezheiko, and Vera E. Golimbet
Mental Health Research Center, Kashirskoe Shosse 34, Moscow 115522, Russia
Correspondence should be addressed to Margarita V. Alfimova; firstname.lastname@example.org
Received 15 August 2017; Accepted 13 December 2017; Published 31 December 2017
Academic Editor: Luis San
TABLE 1: Sociodemographic characteristics of participants. Variables Stage 1 Stage 2 N 278 373 Age (M, SD, years) 35.112.8 33.412.2 Sex (women, N, %) 172 (62%) 223 (60%) Season of birth (N, %) Winter 75 (27%) 92 (25%) Spring 67 (24%) 94 (25%) Summer 68 (24.5%) 88 (24%) Autumn 68 (24.5%) 99 (26%) SPQ total score 17.7210.85 17.25 11.13 Cognitive-perceptual factor 7.51 5.65 7.135.62 Interpersonal factor 8.44 5.77 8.13 5.82 Disorganized factor 3.88 3.13 3.98 3.30 Note. SPQ: Schizotypal Personality Questionnaire. TABLE 2: Genotyping conditions for the IL1B rs16944, IL4 rs2243250, and IL-1RN VNTR polymorphisms. PCR reaction Polymorphism Primer mixture and program 94[degrees]C/2 min IL1B Forward 30 cycles: rs16944 5'TGGCATTGATCTGGTTCATC3' 94[degrees]C/20 s reverse 50[degrees]C/20 s 5'GTTTAGGAATCTTCCCACTT3' 72[degrees]C/20 s 72[degrees]C/4min 94[degrees]C/2 min IL4 Forward 30 cycles: rs2243250 5'ACTAGGCCTCACCTGATACG3' 94[degrees]C/30 s reverse 50[degrees]C/30 s 5'GTTGTAATGCAGTCCTCCTG3' 72[degrees]C/30 s 72[degrees]C/4min 94[degrees]C/2 min IL-1RN Forward 30 cycles: VNTR 5'-CTCAGCAACACTCCTAT-3' 94[degrees]C/20 s reverse 50[degrees]C/20 s 5'-TCCTGGTCTGCAGGTAA3' 72[degrees]C/20 s 72[degrees]C/4min Restriction Polymorphism Primer endonuclease Ama87I IL1B Forward (SybEnzym, rs16944 5'TGGCATTGATCTGGTTCATC3' Russia) reverse 5'GTTTAGGAATCTTCCCACTT3' BslFI IL4 Forward (SybEnzym, rs2243250 5'ACTAGGCCTCACCTGATACG3' Russia) reverse 5'GTTGTAATGCAGTCCTCCTG3' IL-1RN Forward VNTR 5'-CTCAGCAACACTCCTAT-3' reverse 5'-TCCTGGTCTGCAGGTAA3' PCR or Polymorphism Primer digestion products Digested IL1B Forward C allele, rs16944 5'TGGCATTGATCTGGTTCATC3' 190 + reverse 115 bp, 5'GTTTAGGAATCTTCCCACTT3' nondigested T allele, 305 bp Digested C IL4 Forward allele, rs2243250 5'ACTAGGCCTCACCTGATACG3' 177 + reverse 18 bp, 5'GTTGTAATGCAGTCCTCCTG3' nondigested T allele, 195 bp Allele 1, 412 bp, allele 2, IL-1RN Forward 240 bp, VNTR 5'-CTCAGCAACACTCCTAT-3' allele 3, reverse 498 bp, 5'-TCCTGGTCTGCAGGTAA3' allele 4, 326 bp, allele 5, 584bp TABLE 3: Means and SD of the SPQ total score by SOB and genotypes. Polymorphism Winter SOB IL1B rs16944 CC homozygotes T allele carriers n = 33 n = 42 16.6411.24 18.69 8.95 IL4 rs2243250 (1) CC homozygotes T allele carriers n = 55 n = 20 19.53 9.73 13.00 9.35 IL-1RN VNTR Allele 2 Allele 2 carriers noncarriers n = 28 n = 47 16.7910.48 18.38 9.77 Polymorphism Nonwinter SOB IL1B rs16944 CC homozygotes T allele carriers n = 98 n= 105 17.7611.64 17.6410.77 IL4 rs2243250 (1) CC homozygotes T allele carriers n = 129 n = 74 17.20 11.26 18.54 11.03 IL-1RN VNTR Allele 2 Allele 2 carriers noncarriers n= 111 n = 92 17.74 11.02 17.6411.41 Note. SPQ: Schizotypal Personality Questionnaire; SOB: season of birth. (1) The effect of the IL4 X SOB interaction on the SPQ total score is significant, p < 0.01. TABLE 4: Means and SD of the SPQ total and factor scores by SOB and IL4 genotype in the extended sample. Winter SOB SPQ scores CC homozygotes T allele carriers n = 68 n = 24 SPQ total score 20.59 10.36 13.5810.04 * Cognitive-perceptual factor 8.37 4.66 5.42 4.29 ** Interpersonal factor 9.28 5.95 7.045.77 Disorganized factor 5.06 3.79 2.83 2.37 * Nonwinter SOB SPQ scores CC homozygotes T allele carriers n = 173 n = 108 SPQ total score 16.75 11.39 16.78 11.09 Cognitive-perceptual factor 6.71 5.54 7.416.40 Interpersonal factor 8.17 5.92 7.575.53 Disorganized factor 3.83 3.33 3.81 2.94 Note. SPQ: Schizotypal Personality Questionnaire; SOB: season of birth. Differences between carriers of CC genotype and T allele are significant in the winter SOB group: * Bonferroni adjusted P < 0.05. ** Bonferroni adjusted p < 0.01.
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|Title Annotation:||Research Article|
|Author:||Alfimova, Margarita V.; Korovaitseva, Galina I.; Lezheiko, Tatyana V.; Golimbet, Vera E.|
|Publication:||Schizophrenia Research and Treatment|
|Date:||Jan 1, 2018|
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