1
|
Olofsson IA. Migraine heritability and beyond: A scoping review of twin studies. Headache 2024. [PMID: 39023388 DOI: 10.1111/head.14789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 04/15/2024] [Accepted: 04/17/2024] [Indexed: 07/20/2024]
Abstract
OBJECTIVE This scoping review aimed to summarize current knowledge from twin studies on migraine. Migraine heritability, genetic correlations with migraine comorbid disorders, and the use of discordant twin pairs in migraine research are described. Further, the review considers the unused potential of twin studies in migraine research and reflects on future directions. BACKGROUND Twin studies can be used to understand how heritable and environmental factors influence human traits and disorders. The classical twin design compares the resemblance of a trait in monozygotic twins to that in dizygotic twins. The classical twin design can be extended to estimate the genetic correlation between disorders, model causality, and describe differences within discordant twin pairs. METHODS Studies focusing on migraine and using a twin study design were included. The search was performed on the PubMed-MEDLINE database using the search terms "migraine" AND "twin" OR "twins." It was done in May 2023, rerun in November 2023, and managed with the Covidence software. RESULTS The search identified 52 twin studies on migraine. In 24 papers, the heritability of migraine was estimated with a classical twin design. Heritability estimates ranged from 0.36 to 0.48 for studies with adults, both men and women, and unspecified migraine. Migraine heritability was predominantly estimated with twin cohorts of North European ancestry, and only two studies examined migraine subtypes. A multilevel classical twin design was used in 11 studies to examine the co-occurrence between migraine and comorbid disorders. The differences within migraine discordant twin pairs were examined in nine studies. CONCLUSION The heritability of migraine was estimated with a classical twin design in twin cohorts from seven different countries, with remarkably similar results across studies. Future studies should include migraine subtypes and twin cohorts of non-North European ancestry to better reflect the global population. Beyond heritability estimations, the twin method is a valuable tool for understanding causality and describing differences within discordant twin pairs. Despite more than 80 years of twin studies in migraine research, the twin design has a large unused potential to advance our understanding of migraine.
Collapse
Affiliation(s)
- Isa Amalie Olofsson
- Danish Headache Center, Neurological Department, Copenhagen University Hospital, Glostrup, Denmark
- Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
2
|
Kang HS, Kim SY, Choi HG, Lim H, Kim JH, Kim JH, Cho SJ, Nam ES, Min KW, Park HY, Kim NY, Choi Y, Kwon MJ. Comparison of the Concordance of Cardiometabolic Diseases and Physical and Laboratory Examination Findings between Monozygotic and Dizygotic Korean Adult Twins: A Cross-Sectional Study Using KoGES HTS Data. Nutrients 2022; 14:nu14224834. [PMID: 36432523 PMCID: PMC9693823 DOI: 10.3390/nu14224834] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/31/2022] [Accepted: 11/12/2022] [Indexed: 11/17/2022] Open
Abstract
This study investigated the contribution of genetic and environmental factors to cardiometabolic diseases (CMDs) by comparing disease concordance in monozygotic and dizygotic twins. This cross-sectional study analyzed 1294 (1040 monozygotic and 254 dizygotic) twin pairs (>20 years) based on the Korean Genome and Epidemiology Study data (2005−2014). The odds ratios of disease concordance were calculated using binomial and multinomial logistic regression models. The occurrence of CMDs (hypertension, hyperlipidemia, type 2 diabetes, cerebral stroke, transient ischemic attack, and ischemic heart disease) and related physical and laboratory levels did not differ between the monozygotic and dizygotic twin groups. The odds for concordance of the presence/absence of CMDs and the likelihood of incident CMD within monozygotic twins were comparable to that of dizygotic twins. The absolute differences in hemoglobin A1c, insulin, low- and high-density lipoprotein cholesterol, total cholesterol, triglycerides, and systolic blood pressure were lower in monozygotic twins than in dizygotic twins. Absolute differences in fasting glucose and diastolic blood pressure did not differ between groups. Although baseline levels of several laboratory parameters related to CMD showed a strong likelihood of heritability in monozygotic twins, CMD phenotype appears to be largely affected by environmental factors.
Collapse
Affiliation(s)
- Ho Suk Kang
- Division of Gastroenterology, Department of Internal Medicine, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - So Young Kim
- Department of Otorhinolaryngology-Head & Neck Surgery, CHA Bundang Medical Center, CHA University College of Medicine, Seongnam 13488, Republic of Korea
| | - Hyo Geun Choi
- Department of Otorhinolaryngology-Head & Neck Surgery, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - Hyun Lim
- Division of Gastroenterology, Department of Internal Medicine, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - Joo-Hee Kim
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - Ji Hee Kim
- Department of Neurosurgery, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - Seong-Jin Cho
- Department of Pathology, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul 05355, Republic of Korea
| | - Eun Sook Nam
- Department of Pathology, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul 05355, Republic of Korea
| | - Kyueng-Whan Min
- Department of Pathology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri 11923, Republic of Korea
| | - Ha Young Park
- Department of Pathology, Busan Paik Hospital, Inje University College of Medicine, Busan 47392, Republic of Korea
| | - Nan Young Kim
- Hallym Institute of Translational Genomics and Bioinformatics, Hallym University Medical Center, Anyang 14068, Republic of Korea
| | - Younghee Choi
- Department of Pathology, Hallym University Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong 18450, Republic of Korea
- Research Insititute for Complementary & Alternative Medicine, Hallym University, Hwaseong 18450, Republic of Korea
| | - Mi Jung Kwon
- Department of Pathology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
- Correspondence:
| |
Collapse
|
3
|
Hanley SE, Cooper KF. Sorting Nexins in Protein Homeostasis. Cells 2020; 10:cells10010017. [PMID: 33374212 PMCID: PMC7823608 DOI: 10.3390/cells10010017] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 12/15/2020] [Accepted: 12/18/2020] [Indexed: 12/11/2022] Open
Abstract
Protein homeostasis is maintained by removing misfolded, damaged, or excess proteins and damaged organelles from the cell by three major pathways; the ubiquitin-proteasome system, the autophagy-lysosomal pathway, and the endo-lysosomal pathway. The requirement for ubiquitin provides a link between all three pathways. Sorting nexins are a highly conserved and diverse family of membrane-associated proteins that not only traffic proteins throughout the cells but also provide a second common thread between protein homeostasis pathways. In this review, we will discuss the connections between sorting nexins, ubiquitin, and the interconnected roles they play in maintaining protein quality control mechanisms. Underlying their importance, genetic defects in sorting nexins are linked with a variety of human diseases including neurodegenerative, cardiovascular diseases, viral infections, and cancer. This serves to emphasize the critical roles sorting nexins play in many aspects of cellular function.
Collapse
|
4
|
Munir S, Freidin MB, Brain S, Williams FMK. Association of Raynaud's phenomenon with a polymorphism in the NOS1 gene. PLoS One 2018; 13:e0196279. [PMID: 29698501 PMCID: PMC5919461 DOI: 10.1371/journal.pone.0196279] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 04/10/2018] [Indexed: 12/29/2022] Open
Abstract
Background Raynaud’s phenomenon (RP) describes the phenomenon of recurrent vasospasm of digital arteries, associated with skin colour changes: pallor, cyanosis and erythema. Twin studies have indicated a genetic predisposition for RP; however, the precise aetiology of RP remains unknown. It is thought that genetic variation in temperature-responsive or vasospastic genes might underlie RP so performed a candidate gene study in a large, population based sample. We assessed the association between RP and single nucleotide polymorphisms (SNPs) in the TRPA1, TRPM8, CALCA, CALCB and NOS1 genes. Methods Analysis included a total of 4276 individuals from the TwinsUK database. RP status had been determined using validated, self-administered questionnaires and was diagnosed in 640 individuals (17.6%). 66 tag SNPs across the candidate genes were tested for association with RP status using a linear regression model, accounting for covariates. Adjustment was made for multiple testing. RegulomeDB and GTEx databases were used to assess possible functional effects of the polymorphisms. Results Nominally significant associations between RP and four SNPs in NOS1 and one in CALCB were identified. After permutation testing, rs527590 SNP in NOS1 passed the significance threshold. RegulomeDB scores indicated an unlikely functional effect of this variant, while the survey of the GTEx database found the SNP and several variants in linkage disequilibrium to be cis-eQTLs in skin. Conclusion Results indicate that RP is associated with variation in gene NOS1. This finding may be related to the observation that the significant SNP in NOS1 is known to exhibit functional influence on the gene expression.
Collapse
Affiliation(s)
- Sabrina Munir
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, United Kingdom
| | - Maxim B. Freidin
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, United Kingdom
| | - Susan Brain
- Section of Vascular Biology & Inflammation, BHF Centre for Cardiovascular Excellence, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Frances M. K. Williams
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, United Kingdom
- * E-mail:
| |
Collapse
|
5
|
Chen Q, Lang L, Xiao B, Lin H, Yang A, Li H, Tang S, Huang H. HTR1B gene variants associate with the susceptibility of Raynauds’ phenomenon in workers exposed hand-arm vibration. Clin Hemorheol Microcirc 2016; 63:335-347. [DOI: 10.3233/ch-152021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Qingsong Chen
- Guangdong Prevention and Cure Centre of Occupational Diseases, Guangzhou, China
| | - Li Lang
- Guangdong Prevention and Cure Centre of Occupational Diseases, Guangzhou, China
| | - Bin Xiao
- Guangdong Prevention and Cure Centre of Occupational Diseases, Guangzhou, China
| | - Hansheng Lin
- Guangdong Prevention and Cure Centre of Occupational Diseases, Guangzhou, China
| | - Aichu Yang
- Guangdong Prevention and Cure Centre of Occupational Diseases, Guangzhou, China
| | - Hongling Li
- Guangdong Prevention and Cure Centre of Occupational Diseases, Guangzhou, China
| | - Shichuan Tang
- Key Laboratory of Occupational Health and Safety, Beijing Municipal Institute of Labor Protection, Beijing, China
| | - Hanlin Huang
- Guangdong Prevention and Cure Centre of Occupational Diseases, Guangzhou, China
| |
Collapse
|
6
|
Aging Trajectories in Different Body Systems Share Common Environmental Etiology: The Healthy Aging Twin Study (HATS). Twin Res Hum Genet 2016; 19:27-34. [PMID: 26810865 DOI: 10.1017/thg.2015.100] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Little is known about the extent to which aging trajectories of different body systems share common sources of variance. We here present a large twin study investigating the trajectories of change in five systems: cardiovascular, respiratory, skeletal, morphometric, and metabolic. Longitudinal clinical data were collected on 3,508 female twins in the TwinsUK registry (complete pairs:740 monozygotic (MZ), 986 dizygotic (DZ), mean age at entry 48.9 ± 10.4, range 18-75 years; mean follow-up 10.2 ± 2.8 years, range 4-17.8 years). Panel data on multiple age-related variables were used to estimate biological ages for each individual at each time point, in linear mixed effects models. A weighted average approach was used to combine variables within predefined body system groups. Aging trajectories for each system in each individual were then constructed using linear modeling. Multivariate structural equation modeling of these aging trajectories showed low genetic effects (heritability), ranging from 2% in metabolic aging to 22% in cardiovascular aging. However, we found a significant effect of shared environmental factors on the variations in aging trajectories in cardiovascular (54%), skeletal (34%), morphometric (53%), and metabolic systems (53%). The remainder was due to environmental factors unique to each individual plus error. Multivariate Cholesky decomposition showed that among aging trajectories for various body systems there were significant and substantial correlations between the unique environmental latent factors as well as shared environmental factors. However, there was no evidence for a single common factor for aging. This study, the first of its kind in aging, suggests that diverse organ systems share non-genetic sources of variance for aging trajectories. Confirmatory studies are needed using population-based twin cohorts and alternative methods of handling missing data.
Collapse
|
7
|
Magnusson K, Hagen KB, Natvig B. Individual and joint effects of risk factors for onset widespread pain and obesity - a population-based prospective cohort study. Eur J Pain 2016; 20:1102-10. [PMID: 26773567 DOI: 10.1002/ejp.834] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/30/2015] [Indexed: 01/21/2023]
Abstract
BACKGROUND Widespread musculoskeletal pain (WSP) and obesity frequently co-occur and may have shared risk factors. We aimed to investigate whether four dichotomized risk factors individually or jointly increase the risk for the onset of WSP and onset of obesity. METHODS Persons aged 34-76 years in 2004 living in Ullensaker municipality, Norway, responded to questionnaires in 2004 and 2010 (n = 1553). Using causal interaction analyses, we examined whether baseline obesity and WSP, poor sleep quality, mental distress and poor physical fitness jointly increased the risk of new onset WSP (≥3 pain sites leading to disability the last year) and new onset obesity (self-reported BMI ≥30 kg/m(2) ) in persons without WSP (n = 1270) or without obesity (n = 1300) at baseline respectively. RESULTS The mean (SD) age was 51 (12.1) years and 56% were female. The incidence of WSP and obesity were 9.1% and 5.4%. Mental distress and poor sleep quality individually and jointly with poor physical fitness increased WSP onset risk (relative excess risk due to interaction [RERI] = 1.90, 95% CI, 0.39-3.42 and RERI = 1.43, 95% CI, 0.10-2.76). Poor physical fitness individually increased the risk for new onset obesity, and baseline WSP and poor sleep quality jointly (RERI = 1.87, 95% CI, 0.49-3.24). The presence of more risk factors was dose-dependently associated with onset WSP and to a lesser extent with onset obesity. CONCLUSION The onset of WSP and the onset of obesity were results of joint effects of exposures. Poor physical fitness was a key covariate in increasing the risk for both conditions. WHAT DOES THIS STUDY ADD?: In a general population, the new onset of widespread pain and new onset of obesity were results of joint effects of risk factors and particularly poor physical fitness. The study may aid in the identification of patients at risk of future disability.
Collapse
Affiliation(s)
- K Magnusson
- National Advisory Unit on Rehabiliation in Rheumatology, Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - K B Hagen
- National Advisory Unit on Rehabiliation in Rheumatology, Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway.,Department of Health Sciences, Institute of Health and Society, University of Oslo, Norway
| | - B Natvig
- Department of General Practice, Institute of Health and Society, University of Oslo, Norway
| |
Collapse
|
8
|
Park J, Song K, Jang Y, Kim Yoon S. A polymorphism of the renin gene rs6682082 is associated with essential hypertension risk and blood pressure levels in Korean women. Yonsei Med J 2015; 56:227-34. [PMID: 25510769 PMCID: PMC4276760 DOI: 10.3349/ymj.2015.56.1.227] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
PURPOSE The aim of the present study was to investigate associations between the renin gene (REN) and the risk of essential hypertension and blood pressure (BP) levels in Koreans. MATERIALS AND METHODS To outline the functional role of a single nucleotide polymorphism in the transcription of the REN gene, we conducted a case-control study of 1975 individuals: 646 hypertension (HT) patients and 1329 ethnically and age-matched normotensive subjects. RESULTS Logistic regression analysis indicated that the genotypes AA/AG were strongly associated with risk of HT (odds ratio, 1.493; 95% confidence interval, 1.069-2.086, p=0.018) in female subjects. The genotypes AA/AG also showed significant association with higher blood pressure levels, both systolic and diastolic, in postmenopausal HT women (p=0.003 and p=0.017, respectively). Analysis of the promoter containing rs6682082 revealed a 2.4±0.01-fold higher activity in the A variant promoter than the G variant promoter, suggesting that rs6682082 is itself a functional variant. CONCLUSION We suggest that the A allele of rs6682082 is a positive genetic marker for predisposition to essential hypertension and high BP in Korean women and may be mediated through the transcriptional activation of REN.
Collapse
Affiliation(s)
- Jongkeun Park
- Department of Medical Life Science, The Catholic University of Korea, Seoul, Korea
| | - Kijun Song
- Department of Biostatistics, Yonsei University College of Medicine, Seoul, Korea
| | - Yangsoo Jang
- Cardiovascular Genome Center, Cardiovascular Yonsei University Medical Center, Seoul, Korea
| | - Sungjoo Kim Yoon
- Department of Medical Life Science, The Catholic University of Korea, Seoul, Korea.
| |
Collapse
|
9
|
Multivariate modeling of body mass index, pulse pressure, systolic and diastolic blood pressure in Chinese twins. Twin Res Hum Genet 2014; 18:73-8. [PMID: 25529467 DOI: 10.1017/thg.2014.83] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Systolic and diastolic blood pressure, pulse pressure (PP), and body mass index (BMI) are heritable traits in human metabolic health but their common genetic and environmental backgrounds are not well investigated. The aim of this article was to explore the phenotypic and genetic associations among PP, systolic blood pressure (SBP), diastolic blood pressure (DBP), and BMI. The studied sample contained 615 twin pairs (17-84 years) collected in the Qingdao municipality. Univariate and multivariate structural equation models were fitted for assessing the genetic and environmental contributions. The AE model combining additive genetic (A) and unique environmental (E) factors produced the best fit for each four phenotypes. Heritability estimated in univariate analysis ranged from 0.42 to 0.74 with the highest for BMI (95% CI 0.70-0.78), and the lowest for PP (95% CI 0.34-0.49). The multivariate model estimated (1) high genetic correlations for DBP with SBP (0.87), PP with SBP (0.75); (2) low-moderate genetic correlations between PP and DBP (0.32), each BP component and BMI (0.24-0.37); (3) moderate unique environmental correlation for PP with SBP (0.68) and SBP with DBP (0.63); (4) there was no significant unique environmental correlation between PP and BMI. Overall, our multivariate analyses revealed common genetic and environmental backgrounds for PP, BP, and BMI in Chinese twins.
Collapse
|
10
|
Vehof J, Zavos HMS, Lachance G, Hammond CJ, Williams FMK. Shared genetic factors underlie chronic pain syndromes. Pain 2014; 155:1562-1568. [PMID: 24879916 DOI: 10.1016/j.pain.2014.05.002] [Citation(s) in RCA: 90] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2014] [Revised: 04/23/2014] [Accepted: 05/01/2014] [Indexed: 12/19/2022]
Abstract
Chronic pain syndromes (CPS) are highly prevalent in the general population, and increasingly the evidence points to a common etiological pathway. Using a large cohort of twins (n=8564) characterized for chronic widespread musculoskeletal pain (CWP), chronic pelvic pain (PP), migraine (MIG), dry eye disease, and irritable bowel syndrome (IBS), we explored the underlying genetic and environmental factors contributing to CPS and the correlation between them. The sample was predominantly female (87.3%), with a mean age of 54.7 (±14.7) years. Prevalence of the different CPS ranged from 7.4% (PP) to 15.7% (MIG). For all CPS the within-twin correlation in monozygotic twin pairs was higher than in dizygotic pairs, suggesting a heritable component. Estimated heritability ranged from 19% (IBS) to 46% (PP). Except for MIG, we found significant pairwise phenotypic correlations between the CPS. The phenotypic correlation was highest between CWP and IBS (0.40; 95% confidence interval: 0.27 to 0.46). Excluding MIG from further analyses, cross-twin cross-trait correlations were higher in monozygotic compared with dizygotic twin pairs, suggestive of shared genetic factors between CWP, PP, IBS, and dry eye disease. Twin modeling analysis revealed the common pathway model as the model best explaining the observed pattern of correlation between the traits, with an estimated heritability of 66% of the underlying latent variable. These results are evidence of shared genetic factors in conditions manifesting chronic pain and justify the search for underlying genetic variants.
Collapse
Affiliation(s)
- Jelle Vehof
- Department of Twin Research and Genetic Epidemiology, King's College London, St. Thomas' Hospital, London, UK Department of Ophthalmology and Epidemiology, University Medical Center Groningen, Groningen, The Netherlands Social, Genetic and Developmental Psychiatry Research Centre, Institute of Psychiatry, King's College London, London, UK Department of Ophthalmology, King's College London, St. Thomas' Hospital, London, UK Department of Rheumatology, King's College London, St. Thomas' Hospital, London, UK
| | | | | | | | | |
Collapse
|
11
|
Le JH, Cho KI. Association between endothelial function and microvascular changes in patients with secondary Raynaud's phenomenon. Clin Rheumatol 2014; 33:1627-33. [PMID: 24615537 DOI: 10.1007/s10067-014-2553-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2013] [Revised: 02/17/2014] [Accepted: 02/21/2014] [Indexed: 01/22/2023]
Abstract
Nailfold capillaroscopy (NC) represents the method to analyze microvascular abnormalities in autoimmune rheumatic diseases, but the pathophysiological link between the microvascular derangement which is seen in NC and endothelial function is yet to be discovered. We investigated the association between endothelial function and microvascular derangement in patients with Raynaud's phenomenon (RP). Postmenopausal women (n = 37) with secondary RP and age-matched healthy controls (n = 25) were evaluated with NC. Microvascular alterations were assessed by microangiopathy evolution score. Endothelial function was examined by brachial artery flow-mediated dilatation (reactive FMD, endothelium-dependent) and response to 40 μg of sublingual nitroglycerine (NTG-induced dilatation, endothelium-independent). There was significant capillary loop dilatation (apical width; 14.1 ± 5.6 vs. 10.4 ± 1.7 μm, p = 0.001 and total width; 40.6 ± 15.1 vs. 31.6 ± 4.6 μm, p = 0.002) and lengthening (316.0 ± 78.5 vs. 270.4 ± 34.7 μm, p = 0.004) in secondary RP compared to controls. Additionally, giant capillaries, loss of capillaries, hemorrhage, and background pallor were much more prevalent in secondary RP as compared to controls (all p's < 0.05). Although there were no significant differences in NTG-induced dilatation between secondary RP and controls (16.1 ± 5.9 vs. 19.6 ± 9.0 %, p = 0.091), significant decreases in the reactive FMD value (6.1 ± 3.5 vs. 9.0 ± 2.2 %, p = 0.001) were noted. Both FMD and NTG-induced dilatation showed a significant inverse association with microangiopathy evolution score (r = -0.355, p = 0.005 and r = -0.285, p = 0.028). Significantly impaired endothelial function was found in secondary RP, and microvascular derangement was associated with endothelial dysfunction.
Collapse
Affiliation(s)
- Ji Hyun Le
- Division of Rheumatology, Department of Internal Medicine, Maryknoll Medical Center, Busan, Republic of Korea
| | | |
Collapse
|
12
|
Efficacy of frovatriptan and other triptans in the treatment of acute migraine of hypertensive and normotensive subjects: a review of randomized studies. Neurol Sci 2013; 34 Suppl 1:S87-91. [PMID: 23695053 DOI: 10.1007/s10072-013-1367-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
13
|
Burri A. Bringing sex research into the 21st century: genetic and epigenetic approaches on female sexual function. JOURNAL OF SEX RESEARCH 2013; 50:318-328. [PMID: 23480075 DOI: 10.1080/00224499.2012.753027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Behavioral genetic evidence offers a useful way to disentangle some of the multifactorial etiological pathways toward the now clearly multidimensional construct of female sexual dysfunction (FSD) and has already shown its potential in providing a better understanding of the heterogeneous factors underlying FSD. Understanding the genetic basis and therefore physiologic key mechanisms of sexual function and dysfunction has the potential for improved treatments (i.e., the development of new medication) and ultimately prevention. However, genetic epidemiologic research into FSD is scarce and highlights the need for more in-depth exploration using larger samples and more accurate phenotypes. Knowledge gained from genetic studies also highlights the importance of environmental factors and gene-environment interactions in disease development and maintenance. Exploration of DNA epigenetic patterns that regulate gene expression profiles could therefore provide the missing link between epigenomic state and FSD, and as such may offer a new biological framework for the multifactorial pathoetiology underlying FSD.
Collapse
Affiliation(s)
- Andrea Burri
- Department of Twin Research and Genetic Epidemiology, King's College, London.
| |
Collapse
|
14
|
Nielsen CS, Knudsen GP, Steingrímsdóttir ÓA. Twin studies of pain. Clin Genet 2012; 82:331-40. [PMID: 22823509 DOI: 10.1111/j.1399-0004.2012.01938.x] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2012] [Revised: 07/12/2012] [Accepted: 07/12/2012] [Indexed: 12/14/2022]
Abstract
Twin studies provide a method for estimating the heritability of phenotypes and for examining genetic and environmental relationships between phenotypes. We conducted a systematic review of twin studies of pain, including both clinical and experimental pain phenotypes. Fifty-six papers were included, whereof 52 addressed clinical phenotypes. Of the most comprehensively studied phenotypes, available data indicates heritability around 50% for migraine, tension-type headache and chronic widespread pain, around 35% for back and neck pain, and around 25% for irritable bowel syndrome. However, differences in phenotype definitions make these results somewhat uncertain. All clinical studies relied on dichotomous outcomes and none used pain intensity as continuous phenotype. This is a major weakness of the reviewed studies and gives reason to question their validity with respect to pain mechanisms. Experimental pain studies indicate large differences in heritability across pain modalities. Whereas there is evidence for substantial common genetic risk across many clinical pain conditions, different experimental pain phenotypes appear to be associated with different genetic factors. Recommendations for future research include inclusion of pain intensity scaling and number of pain sites in phenotyping. Furthermore, studies examining the genetic relationships between pain phenotypes, in particular between clinical and experimental phenotypes, should be prioritized.
Collapse
Affiliation(s)
- C S Nielsen
- Norwegian Institute of Public Health, Division of Mental Health, Oslo, Norway.
| | | | | |
Collapse
|
15
|
Genetic and environmental influences on female sexual orientation, childhood gender typicality and adult gender identity. PLoS One 2011; 6:e21982. [PMID: 21760939 PMCID: PMC3131304 DOI: 10.1371/journal.pone.0021982] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Accepted: 06/14/2011] [Indexed: 12/22/2022] Open
Abstract
Background Human sexual orientation is influenced by genetic and non-shared environmental factors as are two important psychological correlates – childhood gender typicality (CGT) and adult gender identity (AGI). However, researchers have been unable to resolve the genetic and non-genetic components that contribute to the covariation between these traits, particularly in women. Methodology/Principal Findings Here we performed a multivariate genetic analysis in a large sample of British female twins (N = 4,426) who completed a questionnaire assessing sexual attraction, CGT and AGI. Univariate genetic models indicated modest genetic influences on sexual attraction (25%), AGI (11%) and CGT (31%). For the multivariate analyses, a common pathway model best fitted the data. Conclusions/Significance This indicated that a single latent variable influenced by a genetic component and common non-shared environmental component explained the association between the three traits but there was substantial measurement error. These findings highlight common developmental factors affecting differences in sexual orientation.
Collapse
|
16
|
Lee IW, Kuo PH, Su MT, Kuan LC, Hsu CC, Kuo PL. Quantitative trait analysis suggests polymorphisms of estrogen-related genes regulate human sperm concentrations and motility. Hum Reprod 2011; 26:1585-96. [PMID: 21429951 DOI: 10.1093/humrep/der062] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Human spermatogenesis is regulated by complex networks, and estrogens are recognized as one of the significant regulators of spermatogenesis. We tested the associations between variants of estrogen-related genes and semen parameters. METHODS We performed genotyping for genetic variants of estrogen-related genes and quantitative trait analysis of fertile and infertile men with well-characterized reproductive phenotypes. Men with known semen parameters (n= 677) were enrolled, including 210 fertile men and 467 infertile men. A total of 17 genetic markers from 10 genes, including 2 estrogen receptors (ER-α, ER-β), 7 estrogen synthesizing/metabolizing genes (CYP19A1, HSD17B1, CYP1A1, CYP1B1, COMT, GSTM1, GSTT1) and 1 transport gene (SHBG) were genotyped. Sperm concentration, motility and morphology were taken as quantitative traits to correlate with genetic variants in the estrogen-related genes. RESULTS Five genes (rs1801132 and rs2228480 of the ER-α gene, rs1256049 and rs4986938 of the ER-β gene, rs605059 of the HSD17B1 gene, rs1799941 of the SHBG gene and rs1048943 and rs4646903 of the CYP1A1 gene) were found to be significantly associated with sperm concentration (P< 0.01), while five genes (rs1801132 of the ER-a gene, rs1256049 of the ER-β gene, rs1048943 of the CYP1A1 gene, rs605059 of the HSD17B1 gene and rs1799941 along with rs6259 of the SHBG gene) were associated with sperm motility (P< 0.01). None of the estrogen-related genes were associated with sperm morphology. With an increasing number of risk alleles, sperm concentration and motility tended to deteriorate and show a loci-dosage effect. CONCLUSIONS Quantitative trait analysis based on a limited number of genetic markers suggests that estrogen-related genes mainly regulate sperm concentration and motility.
Collapse
Affiliation(s)
- I-Wen Lee
- Department of Obstetrics and Gynecology, National Cheng Kung University Hospital, Tainan, Taiwan
| | | | | | | | | | | |
Collapse
|
17
|
Pang Z, Zhang D, Li S, Duan H, Hjelmborg J, Kruse TA, Kyvik KO, Christensen K, Tan Q. Multivariate modelling of endophenotypes associated with the metabolic syndrome in Chinese twins. Diabetologia 2010; 53:2554-61. [PMID: 20878385 DOI: 10.1007/s00125-010-1907-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2010] [Accepted: 08/24/2010] [Indexed: 11/28/2022]
Abstract
AIMS/HYPOTHESIS The common genetic and environmental effects on endophenotypes related to the metabolic syndrome have been investigated using bivariate and multivariate twin models. This paper extends the pairwise analysis approach by introducing independent and common pathway models to Chinese twin data. The aim was to explore the common genetic architecture in the development of these phenotypes in the Chinese population. METHODS Three multivariate models including the full saturated Cholesky decomposition model, the common factor independent pathway model and the common factor common pathway model were fitted to 695 pairs of Chinese twins representing six phenotypes including BMI, total cholesterol, total triacylglycerol, fasting glucose, HDL and LDL. Performances of the nested models were compared with that of the full Cholesky model. RESULTS Cross-phenotype correlation coefficients gave clear indication of common genetic or environmental backgrounds in the phenotypes. Decomposition of phenotypic correlation by the Cholesky model revealed that the observed phenotypic correlation among lipid phenotypes had genetic and unique environmental backgrounds. Both pathway models suggest a common genetic architecture for lipid phenotypes, which is distinct from that of the non-lipid phenotypes. The declining performance with model restriction indicates biological heterogeneity in development among some of these phenotypes. CONCLUSIONS/INTERPRETATION Our multivariate analyses revealed common genetic and environmental backgrounds for the studied lipid phenotypes in Chinese twins. Model performance showed that physiologically distinct endophenotypes may follow different genetic regulations.
Collapse
Affiliation(s)
- Z Pang
- Qingdao Center for Disease Control and Prevention, No 175, Shandong Road, Sifang District, 266033 Qingdao, China.
| | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Su MT, Lin SH, Lee IW, Chen YC, Hsu CC, Pan HA, Kuo PL. Polymorphisms of endocrine gland-derived vascular endothelial growth factor gene and its receptor genes are associated with recurrent pregnancy loss. Hum Reprod 2010; 25:2923-30. [PMID: 20847187 DOI: 10.1093/humrep/deq256] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Endocrine gland-derived vascular endothelial growth factor (EG-VEGF) and its receptor genes [prokineticin receptor 1 (PKR1) and prokineticin receptor 2 (PKR2)] have been identified in the last decade and their expression is restricted to the steroidogenic glands (ovary, testis, adrenal gland and placenta). Their expression patterns also suggest a close relationship to early pregnancy. However, little information is available regarding the role of EG-VEGF and its receptors (PKR1 and PKR2) in recurrent pregnancy loss (RPL). This study was conducted to investigate the association between polymorphisms of EG-VEGF and its receptor genes (PKR1 and PKR2) and idiopathic RPL. METHODS In this case-control study, 115 women with a history of idiopathic RPL and 170 controls were included. A total of 11 tag single nucleotide polymorphisms (SNPs) selected from EG-VEGF, PKR1 and PKR2 were genotyped. We further used multifactor dimensionality reduction (MDR) analysis to choose a best model and evaluate gene-gene interactions. RESULTS Two tag SNPs of PKR1 (rs4627609, rs6731838) and one tag SNP of PKR2 (rs6053283) were significantly associated with idiopathic RPL (P < 0.05). The frequencies of haplotypes C-G and T-A of PKR1 and haplotype A-G-C-G-G of PKR2 were significantly increased in women with idiopathic RPL (P < 0.05); MDR tests revealed gene-gene interactions between three loci [EG-VEGF (rs7513898), PKR1(rs6731838), PKR2(rs6053283)] based on the association model (P = 0.008). The adjusted odds ratio of high- and low-risk genotype combinations in the three-locus model was 3.94 (95% confidence interval: 2.38-6.52). CONCLUSIONS EG-VEGF receptor (PKR1, PKR2) gene polymorphisms and haplotypes were associated with idiopathic RPL. These three genes (EG-VEGF, PKR1 and PRK2) jointly contribute to RPL in the Taiwanese Han population.
Collapse
Affiliation(s)
- Mei-Tsz Su
- Division of Genetics, Department of Obstetrics and Gynecology, National Cheng Kung University, Tainan, Taiwan
| | | | | | | | | | | | | |
Collapse
|
19
|
Puzyrev VP, Makeeva OA, Freidin MB. Syntropy, genetic testing and personalized medicine. Per Med 2010; 7:399-405. [DOI: 10.2217/pme.10.35] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The concept of syntropic diseases was proposed at the beginning of the last century to emphasize the phenomenon of nonrandom co-occurrence of human disorders. Common genes underlying specific syntropic diseases were called syntropic genes. The application of this concept to contemporary genomic studies will facilitate the understanding of the molecular basis of complex diseases, provide future direction for discovering new targets for therapy and prognosis, and may even lead to the reassessment of disease classification for the practice of more precise personalized medicine. With the acceptance of the syntropic genes theory, new genetic tests, focused on markers pointing to a set of pathogenetically linked diseases rather than to a single nosology, can be developed.
Collapse
Affiliation(s)
| | - Oksana A Makeeva
- Research Institute of Medical Genetics of the Siberian Branch of the Russian Academy of Medical Sciences, 10 Nab. Ushaiky, Tomsk 634050, Russia
| | - Maxim B Freidin
- Research Institute of Medical Genetics of the Siberian Branch of the Russian Academy of Medical Sciences, 10 Nab. Ushaiky, Tomsk 634050, Russia
| |
Collapse
|
20
|
Angiogenesis-associated sequence variants relative to breast cancer recurrence and survival. Cancer Causes Control 2010; 21:1545-57. [PMID: 20571871 DOI: 10.1007/s10552-010-9583-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2009] [Accepted: 05/13/2010] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Breast cancer (BrCA) risk stratification using clinico-pathological biomarkers helps improve disease prognosis prediction. However, disease recurrence rates remain unfavorable and individualized clinical management strategies are needed. Consequently, we evaluated the influence of 14 sequence variants detected in IL-10, TGF-β1, VEGF, and their associated receptors as effective predictors of BrCA clinical outcomes. METHODS Tumor DNA samples collected from 441 BrCA patients were genotyped using TaqMan-PCR. Most selected targets alter cytokine serum/plasma levels or signaling pathways. Relationships between genetic profiles and recurrence as well as disease-related mortality were evaluated using cumulative incidence curves and competing risk regression models. RESULTS The VEGF(-2578)C allele was associated with a 1.3- to 1.6-fold increase in BrCA recurrence (HR(trend) = 1.28; 95% CI = 0.96-1.72) and disease-related mortality (HR(trend) = 1.56; 95% CI = 0.93-2.56). Although this marker was marginally significant relative to BrCA outcomes, there were substantial gains in the 5- and 8-year predictive accuracy compared to standard prognostic indicators. Among ER(+)/PR(+) status patients, there was a significant impact of the VEGF(-2578)CC genotype on disease recurrence and predictive accuracy. CONCLUSIONS Our findings suggest inheritance of the VEGF(-2578)C allele could serve as an independent prognostic indicator of BrCA prognosis. The VEGF(-2578) marker may have clinical implications among a subset of ER(+)/PR(+) patients with an aggressive phenotype. Because the VEGF(-2578)C allele is linked to high VEGF expression, this cytokine is a potential prognostic and targeted clinical management tool.
Collapse
|
21
|
Puzyrev V, Freidin M. Genetic view on the phenomenon of combined diseases in man. Acta Naturae 2009; 1:52-7. [PMID: 22649614 PMCID: PMC3347527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
In clinical medicine, the phenomenon of polypathy, as a particular object of investigation, was first put forth by French clinicians at the end of the 19th century through the "arthritismus" doctrine. In the first half of the 20th century, German paediatricians singled out "syntropias," which are combinations of diseases with common pathophysiological mechanisms, and "dystropias," which are diseases that rarely co-occur in one individual. In the present paper, syntropy/dystropy is defined as a natural generic nonrandom phenomenon with an evolutionary-genetic basis. The genes involved in the development of syntropy are called "syntropic genes," whereas the genes that co-participate in pathophysiological mechanisms and prevent the co-occurrence of particular phenotypes are called "dystropic genes." Prospects for studying the genetic basis of this phenomenon are highlighted. The publicly available database HuGENet can be used in order to identify syntropic genes, as will be shown as examples in an analysis of cardiovascular diseases.
Collapse
Affiliation(s)
- V.P. Puzyrev
- Research Institute for Medical Genetics, Siberian Branch, Russian Academy of Medical Sciences
| | - M.B. Freidin
- Research Institute for Medical Genetics, Siberian Branch, Russian Academy of Medical Sciences
| |
Collapse
|
22
|
Bhandari V, Zhou G, Bizzarro MJ, Buhimschi C, Hussain N, Gruen JR, Zhang H. Genetic contribution to patent ductus arteriosus in the premature newborn. Pediatrics 2009; 123:669-73. [PMID: 19171636 PMCID: PMC3161726 DOI: 10.1542/peds.2008-1117] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND The most common congenital heart disease in the newborn population, patent ductus arteriosus, accounts for significant morbidity in preterm newborns. In addition to prematurity and environmental factors, we hypothesized that genetic factors play a significant role in this condition. OBJECTIVE The objective of this study was to quantify the contribution of genetic factors to the variance in liability for patent ductus arteriosus in premature newborns. PATIENTS AND METHODS A retrospective study (1991-2006) from 2 centers was performed by using zygosity data from premature twins born at < or =36 weeks' gestational age and surviving beyond 36 weeks' postmenstrual age. Patent ductus arteriosus was diagnosed by echocardiography at each center. Mixed-effects logistic regression was used to assess the effect of specific covariates. Latent variable probit modeling was then performed to estimate the heritability of patent ductus arteriosus, and mixed-effects probit modeling was used to quantify the genetic component. RESULTS We obtained data from 333 dizygotic twin pairs and 99 monozygotic twin pairs from 2 centers (Yale University and University of Connecticut). Data on chorioamnionitis, antenatal steroids, gestational age, body weight, gender, respiratory distress syndrome, patent ductus arteriosus, necrotizing enterocolitis, oxygen supplementation, and bronchopulmonary dysplasia were comparable between monozygotic and dizygotic twins. We found that gestational age, respiratory distress syndrome, and institution were significant covariates for patent ductus arteriosus. After controlling for specific covariates, genetic factors or the shared environment accounted for 76.1% of the variance in liability for patent ductus arteriosus. CONCLUSIONS Preterm patent ductus arteriosus is highly familial (contributed to by genetic and environmental factors), with the effect being mainly environmental, after controlling for known confounders.
Collapse
Affiliation(s)
- Vineet Bhandari
- Yale University School of Medicine, Department of Pediatrics, 333 Cedar St, PO Box 208064, New Haven, CT 06520-8064, USA.
| | - Gongfu Zhou
- Department of Epidemiology and Public Health, Yale University School of Medicine, New Haven, Connecticut
| | - Matthew J. Bizzarro
- Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut
| | - Catalin Buhimschi
- Department of Obstetrics and Gynecology, Yale University School of Medicine, New Haven, Connecticut
| | - Naveed Hussain
- Division of Neonatology, University of Connecticut Health Center, Farmington, Connecticut
| | - Jeffrey R. Gruen
- Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut,Department of Genetics, Yale University School of Medicine, New Haven, Connecticut,Department of Investigative Medicine, Yale University School of Medicine, New Haven, Connecticut,Department of Yale Child Health Research Center, Yale University School of Medicine, New Haven, Connecticut
| | - Heping Zhang
- Department of Epidemiology and Public Health, Yale University School of Medicine, New Haven, Connecticut
| |
Collapse
|
23
|
MacGregor AJ, Li Q, Spector TD, Williams FMK. The genetic influence on radiographic osteoarthritis is site specific at the hand, hip and knee. Rheumatology (Oxford) 2009; 48:277-80. [PMID: 19153142 PMCID: PMC2644047 DOI: 10.1093/rheumatology/ken475] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Objective. To identify whether a shared genetic influence accounts for the occurrence of OA at different skeletal sites. Methods. Multivariate modelling of data on prevalent radiographic OA at the hand (DIP, PIP and CMC joints), hip and knee joints assessed in 992 monozygotic and dizygotic female twin participants from the TwinsUK Registry. Results. OA at all the five joint sites was heritable. Genetic influences were strongly correlated among joints in the hand; however, there was little evidence of common genetic pathways to account for the co-occurrence of OA at the hand, hip and knee. Conclusions. While genetic influences are important in explaining the variation in occurrence of OA at the hand, hip and knee, there is no evidence that common or shared genetic factors determine the occurrence of disease across all these skeletal sites. The findings suggest that there are important aetiological differences in the disease that are site-specific in women. These results have implications for the design of studies examining the genetic basis of OA as well as for strategies aimed at preventing and treating the disease.
Collapse
Affiliation(s)
- A J MacGregor
- School of Medicine, University of East Anglia, Norwich NR4 7TJ, UK.
| | | | | | | |
Collapse
|
24
|
Williams FMK, Cherkas LF, Bertolaccini ML, Murru V, Surdulescu GL, Hughes GRV, Khamashta MA, Spector TD, MacGregor AJ. Migraine and Antiphospholipid Antibodies: No Association Found in Migraine-Discordant Monozygotic Twins. Cephalalgia 2008; 28:1048-52. [DOI: 10.1111/j.1468-2982.2008.01646.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Migraine headache (with and without aura) is common in the general population and is known to be influenced by genetic factors with heritability estimates between 34-57±. Antiphospholipid syndrome (APS) is a hypercoagulable state characterized by clinical features including venous and arterial thromboses, pregnancy loss and migraine, and by association with antiphospholipid antibodies (aPL). Numerous small studies have investigated whether aPL are associated with migraine in the general population—-with contradictory results. In this study, the question was addressed by studying the prevalence of aPL in members of monozygotic (MZ) twin pairs differing in their migraine status. Such twins provide a unique natural experiment, matched as they are for age, sex and genetic factors, and allow the role of environmental factors, such as aPL, to be determined. Despite 95± power to detect a difference of 0.59 IgG units per litre in anticardiolipin antibody IgG titres, no difference in prevalence of aPL could be detected in migraine-discordant MZ twins.
Collapse
Affiliation(s)
- FMK Williams
- Twin Research and Genetic Epidemiology Unit, King's College London,
| | - LF Cherkas
- Twin Research and Genetic Epidemiology Unit, King's College London,
| | - ML Bertolaccini
- Lupus Research Unit, The Rayne Institute, King's College London School of Medicine, St Thomas' Hospital, London, UK
| | - V Murru
- Lupus Research Unit, The Rayne Institute, King's College London School of Medicine, St Thomas' Hospital, London, UK
| | - GL Surdulescu
- Twin Research and Genetic Epidemiology Unit, King's College London,
| | - GRV Hughes
- Lupus Research Unit, The Rayne Institute, King's College London School of Medicine, St Thomas' Hospital, London, UK
| | - MA Khamashta
- Lupus Research Unit, The Rayne Institute, King's College London School of Medicine, St Thomas' Hospital, London, UK
| | - TD Spector
- Twin Research and Genetic Epidemiology Unit, King's College London,
| | - AJ MacGregor
- Twin Research and Genetic Epidemiology Unit, King's College London,
| |
Collapse
|
25
|
Modin B, Vågerö D, Hallqvist J, Koupil I. The contribution of parental and grandparental childhood social disadvantage to circulatory disease diagnosis in young Swedish men. Soc Sci Med 2007; 66:822-34. [PMID: 18155818 DOI: 10.1016/j.socscimed.2007.11.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2007] [Indexed: 01/21/2023]
Abstract
Men born out of wedlock in early twentieth century Sweden who never married have previously been shown to have a doubled mortality risk from ischaemic heart disease compared to the corresponding group of men born to married parents. This study further explores the question of childhood social disadvantage and its long-term consequences for cardiovascular health by examining the two subsequent generations. The question posed is whether the sons and grandsons of men and women born out of wedlock in early twentieth century Sweden have an increased risk of circulatory disease compared with the corresponding descendants of those born inside marriage. We examined this by use of military conscription data. The material used is the Uppsala Birth Cohort Multigenerational database consisting of individuals born at Uppsala University Hospital between 1915 and 1929 (UG1), their children (UG2) and grandchildren (UG3). Conscription data were available for UG2s born between 1950 and 1982 (n=5,231) and UG3s born between 1953 and 1985 (n=10,074) corresponding to 72.1% and 73.6%, respectively, of all males born in each time-period. Logistic regression showed that significant excess risk of circulatory disease diagnoses was present only among descendants of men born outside marriage, with sons and grandsons demonstrating odds ratios of 1.64 and 1.83, respectively, when BMI and height at the time of conscription, father's social class in mid-life and father's or grandfather's history of circulatory disease had been adjusted for. Separate analyses showed that the effect of the maternal and paternal grandfather was of approximately the same magnitude. Further analyses revealed an interaction between the father's social class and the grandfather's legitimacy status at birth on UG3-men's likelihood of having a circulatory disease, with elevated odds only among those whose fathers were either manual workers or self-employed. The results of this study suggest that social disadvantage in one generation can be linked to health disadvantage in the subsequent two generations.
Collapse
Affiliation(s)
- Bitte Modin
- Centre for Health Equity Studies (CHESS), Stockholm University/Karolinska Institutet, 106 91 Stockholm, Sweden.
| | | | | | | |
Collapse
|
26
|
Abstract
OBJECTIVES To identify distinct constellations of comorbid disorders occurring in migraineurs, and to examine differences in demographics, headache profiles, and psychosocial features between the comorbidity constellations. METHODS This is a retrospective electronic chart review of consecutive new female outpatients diagnosed with migraine (n = 223) using International Classification of Headache Disorders (ICHD)-II criteria. Questionnaire collected information on comorbid diagnoses, current depression, somatic symptoms, psychosocial stressors, and antidepressant use, social and abuse history. Cluster analysis, based on nonheadache disorders, was performed and differences between the resulting groups were examined. RESULTS We identified 3 groups. Group 1 (n = 55) was defined by hypertension, hyperlipidemia, diabetes mellitus, and hypothyroidism; Group 2 (n = 83) by depression, anxiety, and fibromyalgia; Group 3 (n = 85) by the absence of defining comorbidities. Group 1 had more males (22% vs 5% vs 12%, P < .05), was older (median years: 52 vs 36 vs 32, P < .01), and had later age of headache onset (median years: 22 vs 16 vs 18, P < .05). Group 2 had the greatest disability (P < .05), and the lowest quality of life (P < .001). Persons in Group 2 more commonly reported sexual abuse (OR = 2.7, 95% CI: 1.1 to 6.5), physical abuse (OR = 2.5, 95% CI: 1.2 to 5.1), and emotional abuse (OR = 4.3, 95% CI: 1.9 to 8.9). CONCLUSION Within a headache clinic population, we identified 3 different migraine comorbidity constellations, with differing headache and psychosocial profiles, suggesting heterogeneity of genetic and environmental factors. This may have implications for diagnosis and disease management.
Collapse
Affiliation(s)
- Gretchen E Tietjen
- Department of Neurology, The University of Toledo College of Medicine, Toledo, OH 43614, USA
| | | | | | | | | |
Collapse
|
27
|
Suter LG, Murabito JM, Felson DT, Fraenkel L. Smoking, alcohol consumption, and Raynaud's phenomenon in middle age. Am J Med 2007; 120:264-71. [PMID: 17349450 DOI: 10.1016/j.amjmed.2006.06.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2006] [Revised: 05/24/2006] [Accepted: 06/01/2006] [Indexed: 10/23/2022]
Abstract
BACKGROUND Data suggest Raynaud's phenomenon shares risk factors with cardiovascular disease. Studies of smoking, alcohol consumption, and Raynaud's have produced conflicting results and were limited by small sample size and failure to adjust for confounders. Our objective was to determine whether smoking and alcohol are independently associated with Raynaud's in a large, community-based cohort. METHODS By using a validated survey to classify Raynaud's in the Framingham Heart Study Offspring Cohort, we performed sex-specific analyses of Raynaud's status by smoking and alcohol consumption in 1840 women and 1602 men. Multivariable logistic regression analyses were used to examine the relationship of Raynaud's to smoking and alcohol consumption. RESULTS Current smoking was not associated with Raynaud's in women but was associated with increased risk in men (adjusted odds ratio [OR] 2.59, 95% confidence interval [CI], 1.11-6.04). Heavy alcohol consumption in women was associated with increased risk of Raynaud's (adjusted OR 1.69, 95% CI, 1.02-2.82), whereas moderate alcohol consumption in men was associated with reduced risk (adjusted OR 0.51, 95% CI, 0.29-0.89). In both genders, red wine consumption was associated with a reduced risk of Raynaud's (adjusted OR 0.59, 95% CI, 0.36-0.96 in women and adjusted OR 0.30, 95% CI, 0.15-0.62 in men). CONCLUSIONS Our data suggest that middle-aged women and men may have distinct physiologic mechanisms underlying their Raynaud's, and thus sex-specific therapeutic approaches may be appropriate. Our data also support the possibility that moderate red wine consumption may protect against Raynaud's.
Collapse
Affiliation(s)
- Lisa G Suter
- VA Connecticut Healthcare System, West Haven, Conn, USA.
| | | | | | | |
Collapse
|
28
|
Bernatsky S, Pineau CA, Lee JL, Clarke AE. Headache, Raynaud's syndrome and serotonin receptor agonists in systemic lupus erythematosus. Lupus 2007; 15:671-4. [PMID: 17120594 DOI: 10.1177/0961203306069997] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
There are potential concerns regarding serotonin receptor agonists in SLE patients with migraine, particularly patients with concomitant Raynaud's syndrome. We estimated the prevalence of lupus-related headache and Raynaud's syndrome in the Montreal General Hospital SLE clinic cohort and evaluated the relationship between these two variables in multivariable logistic regression models, controlling for age, sex, race, SLE duration and the presence of lupus anticoagulant and antibodies to cardiolipin and beta2 glycoprotein I. We also assessed, through chart review in those individuals with both Raynaud's syndrome and migraine, a history of serotonin receptor agonist use, and any associated worsening vasospasm. Based on Systemic Lupus Activity Measure (SLAM) scores, the cumulative incidence of lupus-related headache in our sample (n = 391) was 46.1%; the prevalence of Raynaud's syndrome was 49.4%. The adjusted odds ratio (OR) for lupus-related headache and Raynaud's syndrome was 1.7 (95% CI 1.1, 2.5). In addition, there was a strong independent relationship between headache and anti-beta2 glycoprotein I antibodies (adjusted OR 5.6 [95% CI 1.8, 17.0]). The data from our chart review suggest that careful use of serotonin receptor agonists in patients with both Raynaud's syndrome and migraines may be undertaken, although caution would necessitate that these agents not be used in individuals with very severe Raynaud's (eg, digital ulcerations, and so on).
Collapse
Affiliation(s)
- S Bernatsky
- Division of Clinical Epidemiology, Montreal General Hospital, Montreal, PQ, Canada
| | | | | | | |
Collapse
|
29
|
Jugdaohsingh R, O'Connell MA, Sripanyakorn S, Powell JJ. Moderate alcohol consumption and increased bone mineral density: potential ethanol and non-ethanol mechanisms. Proc Nutr Soc 2007; 65:291-310. [PMID: 16923313 DOI: 10.1079/pns2006508] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Mounting epidemiological evidence indicates an association between the moderate ingestion of alcoholic beverages and higher bone mineral density (v. abstainers). More limited findings provide some evidence for translation of this association into reduced fracture risk, but further studies are required. Here, these data are reviewed and caveats in their assimilation, comparison and interpretation as well as in the use and application of bone health indices are discussed. Whilst it is concluded that evidence is now strong for the moderate alcohol-bone health association, at least in relation to bone mineral density, mechanisms are less clear. Both ethanol and non-ethanol components have been implicated as factors that positively affect bone health in the light of moderate consumption of alcoholic beverages, and four particular areas are discussed. First, recent findings suggest that moderate ethanol consumption acutely inhibits bone resorption, in a non-parathyroid hormone- and non-calcitonin-dependent fashion, which can only partly be attributed to an energy effect. Second, critical review of the literature does not support a role for moderate ethanol consumption affecting oestrogen status and leading to a knock-on effect on bone. Third, Si is present at high levels in certain alcoholic beverages, especially beer, and may have a measurable role in promoting bone formation. Fourth, a large body of work indicates that phytochemicals (e.g. polyphenols) from alcoholic beverages could influence bone health, but human data are lacking. With further work it is hoped to be able to model epidemiological observations and provide a clear pathway between the magnitude of association and the relative contribution of these mechanisms for the major classes of alcoholic beverage.
Collapse
Affiliation(s)
- R Jugdaohsingh
- Gastrointestinal Laboratory, The Rayne Institute, St Thomas' Hospital, London SE1 7EH, UK
| | | | | | | |
Collapse
|
30
|
Cherkas LF, Williams FMK, Carter L, Howell K, Black CM, Spector TD, MacGregor AJ. Heritability of Raynaud's phenomenon and vascular responsiveness to cold: A study of adult female twins. ACTA ACUST UNITED AC 2007; 57:524-8. [PMID: 17394182 DOI: 10.1002/art.22626] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- L F Cherkas
- Twin Research and Genetic Epidemiology Unit, St. Thomas' Hospital, Kings College, London, UK.
| | | | | | | | | | | | | |
Collapse
|
31
|
Fontana L, Marion MJ, Ughetto S, Catilina P. Glutathione S-transferase M1 and GST T1 genetic polymorphisms and Raynaud’s phenomenon in French vinyl chloride monomer-exposed workers. J Hum Genet 2006; 51:879-886. [PMID: 16977343 DOI: 10.1007/s10038-006-0038-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2006] [Accepted: 07/09/2006] [Indexed: 10/24/2022]
Abstract
Occupational vinyl chloride monomer (VCM) exposure can induce Raynaud's phenomenon (RP). However, not all VCM workers developed RP, which suggests an underlying genetic susceptibility. Genetic polymorphisms of glutathione S-transferases (GSTs), involved in VCM metabolism, have been shown to influence certain VCM-related health effects. We have conducted a case-control study of 58 subjects with RP along with 247 subjects without RP, from a population of 305 French workers exposed or formerly exposed to VCM, to assess any association between GST M1 and GST T1 gene polymorphisms, either separately or in combination, and the presence of RP. None of the GST M1 or GST T1 genotypes were significantly associated with the presence of RP among studied VCM workers. A combination of positive genotypes for both GST M1 and GST T1 was significantly associated with RP presence, compared to the other combinations of genotypes (OR=2.1, 95% CI=1.1-3.8). OR adjusted for age, smoking status, alcohol consumption and history of treated hypertension did not reach significance (OR=2.0, 95% CI=0.9-5.2). None of the GST M1 and GST T1 genotypes seem to contribute separately to the presence of RP, suggesting that they are not, when taken alone, a major determinant of interindividual variability for VCM-induced PR. However, the combination of both positive GST M1 and GST T1 genotypes appears to contribute slightly to susceptibility to RP in VCM-exposed subjects. Nevertheless, our study-the first to examine the role of a genetic component in the occurrence of RP secondary to occupational exposure to a chemical-corroborates the previous considerations that interaction between the genetic constitution and environmental factors is of importance in determining the health-adverse effects of VCM exposure.
Collapse
Affiliation(s)
- Luc Fontana
- Institut de Médecine du Travail, Faculté de Médecine, UFR Médecine, Univ Clermont 1, 28 place Henri Dunant, 63001, Clermont-Ferrand, France.
- Service de Médecine du travail et de pathologie professionnelle, CHU Clermont-Ferrand, 28 place Henri Dunant, 63001, Clermont-Ferrand Cedex, France.
| | | | - Sylvie Ughetto
- Service d'épidémiologie, économie de santé et prévention, CHU Clermont-Ferrand, Hôtel Dieu, boulevard Léon Malfreyt, 63000, Clermont-Ferrand, France
| | - Pierre Catilina
- Faculté de Médecine, Institut de Médecine du Travail, Université d'Auvergne, 28 place Henri Dunant, 63001, Clermont-Ferrand Cedex, France
| |
Collapse
|
32
|
Khurana VG, Fox DJ, Meissner I, Meyer FB, Spetzler RF. Update on evidence for a genetic predisposition to cerebral vasospasm. Neurosurg Focus 2006; 21:E3. [PMID: 17029342 DOI: 10.3171/foc.2006.21.3.3] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
✓ Considerable evidence links cerebral vasospasm to the decreased bioavailability of endothelial nitric oxide synthase (eNOS) after aneurysmal subarachnoid hemorrhage (SAH). In recent studies from the cardiology literature, researchers have suggested that a genetic predisposition to coronary vasospasm might develop as the result of a T-786C single nucleotide polymorphism (SNP) in the eNOS gene. The authors of this study attempted to determine if there may be a similar genetic predisposition toward cerebral vasospasm.
The authors prospectively identified 28 patients with Fisher Grade 3 SAH from a group of 51 consecutive patients with ruptured intracranial saccular aneurysms. Genomic DNA was isolated from a peripheral blood sample obtained with permission from each patient. Gene microarray technology was used to assay the samples for the presence and distribution of certain key eNOS gene polymorphisms. Clinical, radiological, and genomic data were analyzed. The finding of eNOS T-786C SNP could be used to significantly differentiate between the presence and severity of cerebral vasospasm (p = 0.04).
The findings from this preliminary study support similar findings in the coronary vasospasm literature as well as the hypothesis that a predisposition toward cerebral vasospasm may be related partially to genetic factors, which needs to be confirmed in a larger study. Such gene-based information may be important in rapidly identifying patients at increased risk of vasospasm after SAH, independent of their Fisher grade. In this article, the authors review key studies in this area.
Collapse
Affiliation(s)
- Vini G Khurana
- Division of Neurological Surgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
| | | | | | | | | |
Collapse
|
33
|
Lisi V, Garbo G, Battistella P, Miccichè F, Stecca A, Terrazzino S, Franzoi M, Tripoli E, Leon A, Clementi M. Endothelin Receptor A -231 G>A Polymorphism: No Linkage to Primary Pediatric Headache. Headache 2006; 46:486-91. [PMID: 16618267 DOI: 10.1111/j.1526-4610.2006.00380.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To assess whether the biallelic -231 G>A polymorphism of the endothelin type A receptor (EDNRA) gene, previously shown to be a marker of increased risk for developing migraine, has a role in the susceptibility to primary pediatric headache. BACKGROUND Several studies suggest that endothelin has a role in migraine. A recent association study has shown that the biallelic -231 G>A polymorphism of the EDNRA gene is associated to migraine in an elderly population. METHODS A total of 126 consecutive unrelated pediatric patients affected by primary headache, classified according to the International Headache Society criteria in migraine (migraine with aura, n = 3; migraine without aura, n = 80), and tension-type headache (episodic tension-type headache, n = 36; chronic tension-type headache, n = 7) patients, were recruited to the study. Sixty-seven healthy blood donors were used as a control group. Genomic DNA was extracted from buccal swabs or blood samples and analyzed by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) for the above-mentioned polymorphism. Allele and genotype frequencies for primary headache patients were analyzed in comparison with the control group. RESULTS No significant differences were found in the distribution of the EDNRA -231 G>A polymorphic variant when considering both genotype (migraine chi2 = 2.78, P = .25; tension-type headache chi2 = 3.58, P = .17) and allelic frequencies (migraine chi2 = 1.48, P = .22; tension-type headache chi2 = 0.39, P = .56). Furthermore, no significant genotype-related difference was found in relation to clinical features, such as age at onset, frequency, and length of the attacks. CONCLUSIONS Our study shows that the -231 G>A polymorphism in the EDNRA gene is neither associated with primary juvenile headache nor significantly correlated with main clinical features characteristic of the headache pathology in pediatric settings.
Collapse
|
34
|
Pistorius MA, Planchon B, Schott JJ, Lemarec H. Aspects héréditaires et génétiques de la maladie de Raynaud. ACTA ACUST UNITED AC 2006; 31:10-5. [PMID: 16609626 DOI: 10.1016/s0398-0499(06)76512-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The pathophysiology of primary Raynaud's phenomenon (Raynaud's disease) remains uncertain but the transmission of this primary microcirculatory dysregulation seems strongly influenced by genetic factors. For a long time, physicians have found that the hereditary factor plays an important role in the genesis of Raynaud's disease. Familial analysis and twin studies have confirmed the role of an hereditary factor. It seems heterogeneous but pedigree analysis indicates the possibility of an autosomal dominant transmission influenced by sex, in some families, allowing an approach called "reverse genetic" based on linkage analysis. Such an approach has focused on few loci but sequencing of candidate genes for genetic mutations remains negative. Given the supposed heterogeneity of the genetic transmission of Raynaud's disease, diversification of strategies in molecular genetics is suitable with reference to techniques applied to multifactorial heredity.
Collapse
Affiliation(s)
- M A Pistorius
- Service de Médecine Interne et Vasculaire, CHU Hôtel-Dieu, Place Alexis Ricordeau, 44000 Nantes
| | | | | | | |
Collapse
|
35
|
Xu J, Lowey J, Wiklund F, Sun J, Lindmark F, Hsu FC, Dimitrov L, Chang B, Turner AR, Liu W, Adami HO, Suh E, Moore JH, Zheng SL, Isaacs WB, Trent JM, Grönberg H. The Interaction of Four Genes in the Inflammation Pathway Significantly Predicts Prostate Cancer Risk. Cancer Epidemiol Biomarkers Prev 2005; 14:2563-8. [PMID: 16284379 DOI: 10.1158/1055-9965.epi-05-0356] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
It is widely hypothesized that the interactions of multiple genes influence individual risk to prostate cancer. However, current efforts at identifying prostate cancer risk genes primarily rely on single-gene approaches. In an attempt to fill this gap, we carried out a study to explore the joint effect of multiple genes in the inflammation pathway on prostate cancer risk. We studied 20 genes in the Toll-like receptor signaling pathway as well as several cytokines. For each of these genes, we selected and genotyped haplotype-tagging single nucleotide polymorphisms (SNP) among 1,383 cases and 780 controls from the CAPS (CAncer Prostate in Sweden) study population. A total of 57 SNPs were included in the final analysis. A data mining method, multifactor dimensionality reduction, was used to explore the interaction effects of SNPs on prostate cancer risk. Interaction effects were assessed for all possible n SNP combinations, where n = 2, 3, or 4. For each n SNP combination, the model providing lowest prediction error among 100 cross-validations was chosen. The statistical significance levels of the best models in each n SNP combination were determined using permutation tests. A four-SNP interaction (one SNP each from IL-10, IL-1RN, TIRAP, and TLR5) had the lowest prediction error (43.28%, P = 0.019). Our ability to analyze a large number of SNPs in a large sample size is one of the first efforts in exploring the effect of high-order gene-gene interactions on prostate cancer risk, and this is an important contribution to this new and quickly evolving field.
Collapse
Affiliation(s)
- Jianfeng Xu
- Center for Human Genomics, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|