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PubMed2006

NCAM1 and neurocognition in schizophrenia.

BACKGROUND: Alterations in neurocognition may be fundamental to schizophrenia and may be endophenotypes. Neural cell adhesion molecule 1 (NCAM1, aliases NCAM and CD56) may be a candidate gene for schizophrenia or for neurocognition in schizophrenia as supported by linkage and functional findings. METHODS: Subjects were 641 patients with schizophrenia who participated in the Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) clinical trial. Neurocognition was assessed at study baseline. Nine NCAM1 single nucleotide polymorphisms (SNPs) were blindly genotyped. Analysis of covariance was used to test for single SNP associations and haplotype regression for multilocus associations. RESULTS: As there were suggestions of population stratification, all analyses were conducted stratified by inferred ancestry. In the "Europe only" stratum, there were nominally significant associations with five contiguous SNPs (rs1943620, rs1836796, rs1821693, rs686050, rs584427) with the strongest association at rs1836796 (p = .007). Via permutation testing, the probability of obtaining five consecutive statistically significant SNPs with p-values <or= .05 was p = .0044. These results were robust to examination of model assumptions. Haplotype analyses did not identify significant haplotype associations. CONCLUSIONS: Although it is essential to see if these findings replicate in additional samples, we suggest that NCAM1 deserves further scrutiny for its relevance to clinical and etiological aspects of schizophrenia.

Adult↗
PubMed2005

Association and haplotype analyses of the COL1A2 and ER-alpha gene polymorphisms with bone size and height in Chinese.

Bone size (BS) is another risk factor of fracture independent of BMD in determining bone strength, and height is highly related with BS. To test the effect of the estrogen receptor-alpha (ER-alpha) and collagen type I alpha 2 (COL1A2) genes on the variation of BS and height, we genotyped the PvuII and XbaI polymorphisms in the intron 1 of the ER-alpha gene and the MspI and (GT)n markers in the intron 47 and intron 1 of the COL1A2 gene in 400 Chinese nuclear families with a total of 1256 individuals. The BS at the hip and spine was measured using a Hologic QDR 2000 dual-energy X-ray absorptiometry (DXA) scanner. Population stratification, total-family association, and within-family association were used to test the relationship of BS (at the spine and hip) and height with the four polymorphisms. We also performed these association analyses with the haplotypes of the MspI and (GT)n polymorphisms in the COL1A2 gene, and with the haplotypes of the PvuII and XbaI markers in the ER-alpha gene. Weak within-family association was found between the COL1A2-MspI (P = 0.05) and the femoral neck BS, between the ER-alpha-PX (P = 0.04) and the intertrochanter BS, and between the COL1A2-(GT)(17) (P = 0.02), COL1A2-m(GT)(17) (P = 0.009) and height. Subsequent permutation tests generally confirmed the suggestive within-family association. For the weak within-family association, the proportions of phenotypic variance accounted by the COL1A2-MspI, ER-alpha-PX, COL1A2-(GT)(17), COL1A2-m(GT)(17) markers were 1.50%, 1.51%, 2.15%, and 2.43% for the corresponding phenotypes. The association results indicate that the (GT)n and MspI markers of COL1A2 gene may have some influence on the variation of both BS and height, and the XbaI and PvuII markers of ER-alpha gene may have some effect on the variation of height in Chinese but not on the variation of BS.

Adult↗
PubMed2004

The contribution of HLA genes to IBD susceptibility and phenotype.

The human leukocyte antigen (HLA) region located on chromosome 6p encodes the highly polymorphic, classical class I and II genes essential for normal lymphocyte function; it also encodes a further 224 genes. Many early studies investigating this region were limited by small sample size, poor statistical methodology, population stratification and variable disease definition. Although more recent studies have improved study design, investigators are still challenged by the complex patterns of linkage disequilibrium across this gene-dense region, and by the disease heterogeneity characteristic of all genetically complex disorders. However, a number of important observations have emerged from recent studies: (1) the HLA harbours gene(s) that determine susceptibility to colonic inflammation in both ulcerative colitis (UC) and Crohn's disease (CD); (2) most of the specific associations with UC and CD appear to differ; (3) associations between different ethnic groups differ; (4) markers in the HLA might predict the course of disease and the development of complications, notably the extraintestinal manifestations of disease.

Colitis, Ulcerative↗
PubMed2005

The p53 codon 72 polymorphism and risk of high-grade cervical intraepithelial neoplasia.

BACKGROUND: The Arg/Arg genotype versus Arg/Pro or Pro/Pro at codon 72 of the p53 gene has been implicated in increasing susceptibility of the cervix to human papillomavirus (HPV) infection and thus altering cancer risk. However, research on this topic has been contentious, which prompted us to carry out a case-control study in the Montreal area. METHODS: Cases were women with histologically-confirmed high-grade cervical intraepithelial neoplasia (HGCIN). Controls were women without a history of cervical abnormalities. From each woman, we obtained a cervical specimen for HPV testing and p53 genotyping, and a questionnaire was completed. DNA sequencing was used to minimize genotype misclassification. A subsample of specimens was also genotyped using the TaqMan assay. RESULTS: There were 357 cases and 760 controls recruited between February 2001 and December 2003. The distribution of Arg/Arg, Arg/Pro and Pro/Pro was 55.2, 36.4 and 8.4%, respectively, among cases, and 52.1, 38.7 and 9.2%, among controls, corresponding to an odds ratio (OR) adjusted for ancestral origin of 1.16 (95% confidence interval (CI): 0.9-1.5) for Arg/Arg versus other genotypes. When restricted to high-risk HPV-positive women, the adjusted ORs were 1.40 (CI: 0.9-2.1) and 2.12 (CI: 1.1-4.2), for Arg/Arg versus other genotypes and versus Pro/Pro, respectively. The findings were comparable with analyses of genotype results that agreed between DNA sequencing and TaqMan. CONCLUSIONS: In this study, we attempted to minimize selection bias, population stratification and genotype misclassification. The results suggest that the role of the p53 codon 72 polymorphism on HGCIN is weak at best. Further research may reveal if the polymorphism has a stronger influence on the risk of invasive cervical cancer.

Adult↗
PubMed2006

Interaction of KIR genes and G1M immunoglobulin allotypes confer susceptibility to type 2 diabetes in Puerto Rican Americans.

The susceptibility to type 2 diabetes (T2D) involves genetic factors. We studied the distribution of KIR and MHC class I ligands phenotype and genotype frequencies, as well as immunoglobulin KM and GM allotype frequencies in a group of patients (N = 95) with T2D and ethnically matched healthy controls (N = 74) with Puerto Rican ethnic background. We found a slight increase of the 2DL3/2DL3 homozygous genotype in T2D. Moreover, the association between 2DL3/2DL3 genotype was significant in the presence of 2DS4 (pC = 0.01). Also, we observed an epistatic effect of the interaction of 2DL3/2DL3, 2DS4 with allele z of G1M in T2D (pC = 0.004, OR = 3.60, 95% CI, 1.62-8.10). This genetic interaction between KIR and G1M allotypes, associated with T2D, was also significant by multiple logistic regression analysis (p < 0.0001, OR = 4.90, 95% CI, 2.12-11.3). We did not detect population stratification using unlinked short tandem repeat (STR) markers, demonstrating that the patients and controls were ethnically matched. Hence, we have demonstrated in this study an epistatic interaction between KIR genes and the G1M allotype that influences the susceptibility to T2D in Puerto Rican Americans. Our findings are important for understanding the autoimmune or innate immune inflammatory-mediated mechanisms involved in the pathogenesis of T2D.

Carrier Proteins↗
PubMed2005

UCHL1 is associated with Parkinson's disease: a case-unaffected sibling and case-unrelated control study.

To avoid the possible confounding effect of population stratification, we employed a discordant sibling study design and a liberalization of the sibling transmission disequilibrium test to confirm the association of the S18Y variant of the ubiquitin carboxi-terminal hydrolase L1 (UCHL1) gene with Parkinson's disease (PD). The study included 497 case-control pairs (427 case-unaffected sibling pairs and 70 case-unrelated control pairs). Analyses confirmed a significant inverse association of the UCHL1 S18Y polymorphism with PD overall (OR=0.18, 95% CI=0.05-0.64, p=0.002, recessive model) and in several strata.

Aryl Hydrocarbon Hydroxylases↗
PubMed2006

Glutathione S-transferase mu, omega, pi, and theta class variants and smoking in Parkinson's disease.

GSTs are a family of inducible phase II enzymes that may play a neuroprotective role in Parkinson's disease (PD). GSTs may also modify PD risk by metabolizing compounds in cigarettes, as cigarette smoking is generally found to be associated with a decrease in PD risk. Using a population-based case-control study design, we examined polymorphisms of the mu, omega, pi, and theta classes of GST to elucidate the main effects and smoking-GST interactions on PD risk. From three rural California counties, we recruited 289 incident idiopathic PD cases, clinically confirmed by our study neurologist, and 270 population controls, marginally matched by age, gender, and race. We assessed main gene polymorphism associations and evaluated interactions between smoking and GST polymorphisms as departures from a multiplicative scale adjusting for age, gender, and race. We also restricted analyses to Caucasian subjects to address the potential for population stratification (n=235 cases, 220 controls). Among Caucasians, we observed a risk reduction in subjects carrying at least one variant allele for GSTO1 (OR=0.68, 95% CI: 0.47-0.98) and also GSTO2 (OR=0.64, 95% CI: 0.44-0.93); both genes were in strong linkage disequilibrium. No main gene effects were observed for the remaining polymorphisms. We noted a multiplicative interaction between ever having smoked regularly and GSTO1 (OR(interaction)=0.55, 95% CI: 0.33-0.92) and GSTO2 (OR(interaction)=0.54, 95% CI: 0.32-0.90). Results were similar when combining all races. These findings and the paucity of similar studies suggest a need for further inquiry into the association between GSTs, smoking, and PD risk.

Adult↗
PubMed2026

Mining of important genetic loci and evaluation of genetic effects for growth traits in Baicheng You Chicken.

The Baicheng You Chicken is a precious indigenous breed in Xinjiang, China, prized for its strong disease and stress resistance and superior meat quality. However, the lack of scientific breeding and conservation has led to poor production performance, particularly in growth traits. In this study, we collected phenotypic and whole-genome resequencing data from 1,535 18-week-old Baicheng You Chickens (180 males and 1,355 females). After stringent quality control (SNP call rate > 95%, minor allele frequency > 1%), we constructed the breed's first comprehensive SNP-based genome-wide variation map, which comprised 2,020,743 high-quality SNPs across the genome. The filtered SNPs had high mapping quality (99.73% mapped to the bGalGal1.mat.broiler.GRCg7b reference genome, Q30 = 93.26%) and a reasonable Ti/Tv ratio (2.596), guaranteeing the reliability of subsequent analyses. We estimated genetic effects (SNP-based heritability and phenotypic variance explained (PVE) by individual loci) via the restricted maximum likelihood (REML) method, and performed a genome-wide association study (GWAS) using a mixed linear model (MLM) - with sex as a fixed effect and principal components to correct for population stratification - to identify significant loci and their effect sizes (Beta). All eight growth traits showed moderate to high heritability: body weight (BW) had the highest heritability (0.86&#xb1;0.11), while chest width (CW, 0.41&#xb1;0.08) and body slanting length (BSL, 0.43&#xb1;0.09) were the lowest; keel length (KL), chest girth (CG), pelvic width (PW), chest depth (CD) and shank length (SL) had heritabilities of 0.50&#xb1;0.09, 0.46&#xb1;0.09, 0.54&#xb1;0.09, 0.67&#xb1;0.10 and 0.74&#xb1;0.10, respectively. GWAS identified 145 significant SNPs, with a maximum Beta value of 0.39 and PVE ranging from 1.25% to 6.25%. We annotated 22 candidate genes, with TAPT1, IGF2BP1, ADGRB3, LDB2, NCAPG and LCORL as key candidates. These quantifiable genetic markers and effect estimates provide direct targets for marker-assisted selection (MAS) and valuable resources for future genomic selection (GS) programs, offering a practical approach to improve the breed's slow growth while preserving its unique meat quality.

Baicheng You Chicken↗
PubMed2025

Differential gene expression study in whole blood identifies candidate genes for psychosis in African American individuals.

Genome-wide association has identified regions of the genome that mediate risk for psychosis. It is possible that variants in these regions confer risk by altering gene expression. This work has predominantly been conducted in individuals of European descent and has focused narrowly on schizophrenia rather than psychosis as a syndrome. In the present study we investigated alterations in gene expression in African American individuals with a range of psychotic diagnoses to increase understanding of the etiology in an underserved population. We performed RNA-seq in whole bloody to survey the transcriptome in 126 patients with a psychosis-spectrum disorder and 217 healthy controls and applied differential gene expression analyses across the genome while controlling for age, sex, population stratification and batch. We found 18 differentially expressed genes (DEGs), some of the locations of the corresponding genes overlap with previously implicated regions for psychosis, but many of which were novel associations. Enrichment analysis of nominally significant genes (p&#xa0;<&#xa0;0.05) revealed overrepresentation of biological processes relating to platelet, immune and cellular function, and sensory perception. Weighted gene co-expression network analysis, applied to identify modules of co-expressed genes associated with psychosis, revealed 10 modules, one of which was significantly associated with psychosis. This module was significantly enriched for DEGs, and for platelet function. These results support the potential role of immune function in the etiology of psychosis, identify novel candidate gene expression phenotypes that correspond to both established and new genomic regions, in individuals of African American ancestry.

Humans↗
PubMed2005

Genetic polymorphisms and multifactorial diseases: facts and fallacies revealed by the glucocorticoid receptor gene.

In recent years enormous progress in determining the sequence of the human genome has led to a rapid development of research into polymorphisms in genes involved in complex diseases. It is clear, however, that there are important limitations in many of these association studies. Problems with reliable and reproducible phenotyping, the number of individuals studied, racial heterogeneity, population stratification (founder effect), functionality and multiple testing often mean that studies are not reproducible. In this review we describe a number of the limitations related to this type of research; from both our own experience with studies on polymorphisms in the glucocorticoid receptor gene, and shortcomings and solutions from the literature.

Age Factors↗
PubMed2004

Biomarker discovery and validation: technologies and integrative approaches.

The emerging field of biomarkers has applications in the diagnosis, staging, prognosis and monitoring of disease progression, as well as in the monitoring of clinical responses to a therapeutic intervention and the development and delivery of personalized treatments to reduce attrition in clinical trials. Moreover, biomarkers have a positive impact on health economics. The word "biomarker" has been used extensively across therapeutic areas and many disciplines, and its nature takes into consideration clinical, physiological, biochemical, developmental, morphological and molecular measures. In drug trials, biomarkers have been proposed for use in efficacy determination and patient population stratification, in deducing pharmacokinetic-pharmacodynamic relationships and in safety monitoring. The interfacing and integration of different technologies for data collection and analysis are pivotal to biomarker identification, characterization, validation and application. "Integrative functional informatics" represents a novel direction in such technology integration.

Biomarkers↗
PubMed2003

A relationship between methylenetetrahydrofolate reductase variants and the development of invasive cervical cancer.

OBJECTIVE: Low red blood cell folate levels have been associated with hypomethylation of DNA in dysplastic tissue and an increased risk for cervical intraepithelial neoplasia in human papillomavirus (HPV)-infected women. Methylenetetrahydrofolate reductase (MTHFR) is a critical enzyme regulating the metabolism of folate and methionine, the important components of DNA synthesis and methylation. Two common genetic polymorphisms, causing reduced MTHFR activity, have been identified. Therefore, the goal of this study was to evaluate these MTHFR variations as risk factors for invasive cervical cancer. METHODS: To overcome the failure to properly match cases and controls that can cause false-positive inferences due to population stratification and unrecognized variables in a traditional case-control study, a family-based transmission/disequilibrium test (TDT) was used. We obtained samples from nuclear families of 102 women with invasive cervical cancer (ICC). One polymorphism was typed by a PCR-RFLP method, while a template-directed dye-terminator assay was developed for the other. RESULTS AND CONCLUSIONS: We were unable to confirm a strong association of MTHFR polymorphisms and ICC using family-based controls and a transmission/disequilibrium test. The overall results of the TDT showed chi(2) (1 df) of 0.28 (P = 0.60) for exon 4, chi(2) (1 df) of 0.81(P = 0.37) for exon 7, and chi(2) (3 df) of 2.56 (P = 0.46) for the haplotype, meaning that there was no transmission of those alleles significantly in excess of Mendelian expectations to affected women. In addition, there was no effect of these variants with increased parity or infection with high-risk-type human papillomavirus.

Adult↗
PubMed2001

Tryptophan hydroxylase gene 218A/C polymorphism is associated with somatic anxiety in major depressive disorder.

BACKGROUND: Abnormalities in functioning of the central serotonergic system have been implicated in the pathogenesis of depressive illness and suicidal behavior. Tryptophan hydroxylase (TPH) is the rate-limiting enzyme in the biosynthesis of serotonin, therefore, it may play an important role in regulation or control of serotonin functions. The aim of the present investigation was to determine whether there is an association between TPH gene polymorphism and major depression. particularly in patients with suicidal ideation. METHODS: A total of 135 unrelated patients suffering from major depressive disorder and 196 normal unrelated controls were included in the study. All controls and patients were Caucasian. A biallelic polymorphism at the tryptophan hydroxylase locus was genotyped. RESULTS: No significant difference between controls and depressed subjects in TPH gene polymorphism was detected. There was no association between TPH gene polymorphism and suicidal ideation. Total HAMD scores were not different between the genotypes or alleles in patients. However, among the HAMD clusters, somatic anxiety was significantly associated with TPH genotypes and alleles in that patients with 218A/A genotype had a significantly higher somatic anxiety scores compared to other genotypes. LIMITATION: Potential confounding effect of population stratification can not be excluded. The functional relevance of the TPH gene 218A/C polymorphism is, at present, uncertain. CONCLUSION: The polymorphism in serotonergic system related genes may be associated with depressive symptoms in major depressive disorder. The results suggest that analysis of clusters that narrow down the phenotype may be more suitable in genetic studies of major depressive illness.

Adult↗
PubMed2001

The use of common genetic polymorphisms to enhance the epidemiologic study of environmental carcinogens.

Overwhelming evidence indicates that environmental exposures, broadly defined, are responsible for most cancer. There is reason to believe, however, that relatively common polymorphisms in a wide spectrum of genes may modify the effect of these exposures. We discuss the rationale for using common polymorphisms to enhance our understanding of how environmental exposures cause cancer and comment on epidemiologic strategies to assess these effects, including study design, genetic and statistical analysis, and sample size requirements. Special attention is given to sources of potential bias in population studies of gene--environment interactions, including exposure and genotype misclassification and population stratification (i.e., confounding by ethnicity). Nevertheless, by merging epidemiologic and molecular approaches in the twenty-first century, there will be enormous opportunities for unraveling the environmental determinants of cancer. In particular, studies of genetically susceptible subgroups may enable the detection of low levels of risk due to certain common exposures that have eluded traditional epidemiologic methods. Further, by identifying susceptibility genes and their pathways of action, it may be possible to identify previously unsuspected carcinogens. Finally, by gaining a more comprehensive understanding of environmental and genetic risk factors, there should emerge new clinical and public health strategies aimed at preventing and controlling cancer.

Animals↗
PubMed1999

Dopamine D4 receptor gene: novelty or nonsense?

Although the role of genetics in personality has been studied extensively at a phenomenological level, only lately has the investigation of specific genes been performed. Recent reports suggest that DNA variants of the dopamine D4 receptor gene (DRD4) are associated with the personality trait of novelty seeking; however, others fail to replicate this finding. Such conflicting results suggest either a weak effect, an association only in certain populations, or a false-positive resulting from population stratification. We provide a critical analysis of genetic studies of DRD4 variants with novelty seeking, alcoholism, drug abuse, and attention deficit hyperactivity disorder. Evidence for the role of DRD4 in novelty seeking is inconclusive, with a number of methodological concerns. Use of more conservative statistical criteria for significance, employing gene haplotypes, as well as linkage disequilibrium studies, are recommended. The molecular biology of the D4 gene is also reviewed.

Exploratory Behavior↗
PubMed1991

Non-HLA region genes in insulin dependent diabetes mellitus.

The focus of this chapter is on the contribution of genes outside the HLA region to insulin dependent diabetes mellitus (IDDM) susceptibility. We review laboratory evidence for such genes from published studies and also present unpublished data from our recent research. The existence of genes predisposing to IDDM in the region of the insulin (INS) gene now appears established. Association analysis has demonstrated an increased frequency of class 1 alleles of the 5' INS polymorphism in diabetics compared with controls, and a new method of analysis (AFBAC) has shown that this association is not an artefact of population stratification. Interestingly, the effect of INS region susceptibility on IDDM cannot be detected by linkage analysis, suggesting that if a genetic marker locus is close to a disease susceptibility locus, association analysis may be a more sensitive method than linkage analysis for detecting the susceptibility locus. There is no convincing evidence that genes in the T cell receptor beta chain (TCRB) or alpha chain (TCRA) regions influence predisposition to IDDM, either directly, or indirectly through interaction with HLA region genes. However, we present new evidence for interaction between TCRB and immunoglobulin heavy chain (Gm) region genes in IDDM: diabetics who are positive for the IgG2 allotype G2m(23) have significantly different frequencies of a TCRB restriction fragment length polymorphism (RFLP) than those who are negative for the allotype. Gm region genes also appear to have indirect effects on IDDM susceptibility through interaction with HLA and INS region genes: DR3/4 and non-DR3/4 diabetics have significantly different frequencies of G2m(23), and INS1/1 and non-INS1/1 diabetics also have significantly different frequencies of this allotype. To our knowledge, there are no other studies of Gm-TCRB or Gm-INS interaction in IDDM susceptibility. Evidence for Gm-HLA interaction in IDDM has been published by several other groups of investigators, however the specific phenotypic interaction effects reported have differed. Nevertheless, pooled data from three studies of Gm/HLA haplotype segregation in affected sib pairs shows significantly increased sharing of Gm haplotypes in affected pairs who share both HLA haplotypes. The biological mechanisms underlying the direct (HLA, INS) and indirect (Gm-TCRB, Gm-HLA, Gm-INS) effects of these genetic regions on IDDM susceptibility remain to be elucidated.

Diabetes Mellitus, Type 1↗
PubMed2002

Genetic dissection between coeliac disease and dermatitis herpetiformis in sib pairs.

Gluten sensitive enteropathy has various manifestations, of which the two major forms are classical coeliac disease (cCD) and dermatitis herpetiformis (DH). In cCD predominantly the small intestine is affected, whereas in DH also the skin is affected showing typical rash and IgA deposits. The symptoms in both forms are dependent on gluten intake. The factors diversifying these two clinical outcomes are unknown. In the present report we evaluated the role of the major genetic susceptibility locus, HLA DQ, in 25 families, in which both forms of the disease, cCD and DH, occurred in siblings. By using the family-based approach it can be assumed that within each family variation in environmental factors is substantially lower than in the standard case-control setting, and also the problems related to population stratification can be avoided. Results from the Finnish family material with 25 discordant and 85 concordant sib pairs, and from additional case-control material comprising 71 unrelated Hungarian DH and 68 cCD patients, together indicated that the HLA DQ locus did not differ between the two major outcomes of gluten sensitive enteropathy. The non-HLA DR;DQ factors are critical for the different clinical manifestations of gluten sensitivity.

Case-Control Studies↗
PubMed2002

Pharmacogenetics of antidepressant and mood-stabilizing drugs: a review of candidate-gene studies and future research directions.

Heterogeneity of clinical response to antidepressant and mood-stabilizing drugs and susceptibility to adverse effects are major clinical problems. It is reasonable to suggest a genetic contribution to these inter-individual differences. Thus, pharmacogenetic approaches could provide the clinician with tools to individualize pharmacotherapy. In this paper, published reports that address the genetic basis of response to antidepressant drugs and mood-stabilizing drugs are selectively reviewed. There is substantial support for the assumption that genetic factors play a role in response to lithium and a degree of support for a role of such factors in response to antidepressants. Based on a Medline search and access to papers accepted but not yet published, studies on the role of specific candidate genes are comprehensively evaluated. A number of studies from different groups point to a role for polymorphism of the serotonin transporter gene in the therapeutic response to specific serotonin reuptake inhibitors. There are reports of other candidate genes, particularly in the serotonergic system, but these have still to be replicated. There is little evidence thus far that points to a role for specific candidate genes in response to mood-stabilizing drugs. Future research directions including the selection of relevant candidate genes, pivotal issues in the design of studies and high throughput methods of analysis are discussed in the light of the findings. Although pharmacogenetic approaches have great potential in the treatment of major depression and bipolar disorder, substantial further research is needed. Careful attention needs to be paid to research design issues and potential confounding factors such as population stratification. High throughput, genome-wide approaches could greatly accelerate the acquisition of relevant data but their success is dependent on the availability of appropriate clinical samples.

Affect↗