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Hernandez DP, Cruz DM, Martinez CS, Garcia LM, Figueroa A, Villarreal M, Manoj LM, Lopez S, López-Lorenzo KD, López-Juárez A. Gender-Specific Fine Motor Skill Learning Is Impaired by Myelin-Targeted Neurofibromatosis Type 1 Gene Mutation. Cancers (Basel) 2024; 16:477. [PMID: 38339230 PMCID: PMC10854893 DOI: 10.3390/cancers16030477] [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: 01/04/2024] [Revised: 01/18/2024] [Accepted: 01/19/2024] [Indexed: 02/12/2024] Open
Abstract
Neurofibromatosis type 1 (NF1) is caused by mutations in the NF1 gene. The clinical presentation of NF1 includes diverse neurological issues in pediatric and adult patients, ranging from learning disabilities, motor skill issues, and attention deficit disorder, to increased risk of depression and dementia. Preclinical research suggests that abnormal neuronal signaling mediates spatial learning and attention issues in NF1; however, drugs that improve phenotypes in models show inconclusive results in clinical trials, highlighting the need for a better understanding of NF1 pathophysiology and broader therapeutic options. Most NF1 patients show abnormalities in their brain white matter (WM) and myelin, and links with NF1 neuropathophysiology have been suggested; however, no current data can clearly support or refute this idea. We reported that myelin-targeted Nf1 mutation impacts oligodendrocyte signaling, myelin ultrastructure, WM connectivity, and sensory-motor behaviors in mice; however, any impact on learning and memory remains unknown. Here, we adapted a voluntary running test-the complex wheel (CW; a wheel with unevenly spaced rungs)-to delineate fine motor skill learning curves following induction of an Nf1 mutation in pre-existing myelinating cells (pNf1 mice). We found that pNf1 mutant females experience delayed or impaired learning in the CW, while proper learning in pNf1 males is predominantly disrupted; these phenotypes add complexity to the gender-dependent learning differences in the mouse strain used. No broad differences in memory of acquired CW skills were detected in any gender, but gene-dose effects were observed at the studied time points. Finally, nitric oxide signaling regulation differentially impacted learning in wild type (WT)/pNf1, male/female mice. Our results provide evidence for fine motor skill learning issues upon induction of an Nf1 mutation in mature myelinating cells. Together with previous connectivity, cellular, and molecular analyses, these results diversify the potential treatments for neurological issues in NF1.
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Affiliation(s)
- Daniella P. Hernandez
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | - Daniela M. Cruz
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | - Celeste S. Martinez
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | - Larisa M. Garcia
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | - Ashley Figueroa
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | - Marisol Villarreal
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | - Liya M. Manoj
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | - Saul Lopez
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
| | | | - Alejandro López-Juárez
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
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de Blank P, Nishiyama A, López-Juárez A. A new era for myelin research in Neurofibromatosis type 1. Glia 2023; 71:2701-2719. [PMID: 37382486 PMCID: PMC10592420 DOI: 10.1002/glia.24432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 06/12/2023] [Accepted: 06/12/2023] [Indexed: 06/30/2023]
Abstract
Evidence for myelin regulating higher-order brain function and disease is rapidly accumulating; however, defining cellular/molecular mechanisms remains challenging partially due to the dynamic brain physiology involving deep changes during development, aging, and in response to learning and disease. Furthermore, as the etiology of most neurological conditions remains obscure, most research models focus on mimicking symptoms, which limits understanding of their molecular onset and progression. Studying diseases caused by single gene mutations represents an opportunity to understand brain dys/function, including those regulated by myelin. Here, we discuss known and potential repercussions of abnormal central myelin on the neuropathophysiology of Neurofibromatosis Type 1 (NF1). Most patients with this monogenic disease present with neurological symptoms diverse in kind, severity, and onset/decline, including learning disabilities, autism spectrum disorders, attention deficit and hyperactivity disorder, motor coordination issues, and increased risk for depression and dementia. Coincidentally, most NF1 patients show diverse white matter/myelin abnormalities. Although myelin-behavior links were proposed decades ago, no solid data can prove or refute this idea yet. A recent upsurge in myelin biology understanding and research/therapeutic tools provides opportunities to address this debate. As precision medicine moves forward, an integrative understanding of all cell types disrupted in neurological conditions becomes a priority. Hence, this review aims to serve as a bridge between fundamental cellular/molecular myelin biology and clinical research in NF1.
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Affiliation(s)
- Peter de Blank
- Department of Pediatrics, The Cure Starts Now Brain Tumor Center, University of Cincinnati and Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Akiko Nishiyama
- Department of Physiology and Neurobiology, University of Connecticut, Storrs, Connecticut, USA
| | - Alejandro López-Juárez
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, Texas, USA
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3
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Pendergrass C, Peraza J. A comparison of neuropsychological function between monozygotic twins with neurofibromatosis, type 1: A case report. Clin Neuropsychol 2019; 34:1049-1064. [PMID: 31154935 DOI: 10.1080/13854046.2019.1621381] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Objective: Neurofibromatosis type 1 (NF-1) is an autosomal dominant genetic disorder that commonly presents with cognitive impairment and greater rates of learning disorders and academic difficulty compared to the general population. Investigations of neurological and physiological expression of NF-1 in monozygotic twins identified intrapair similarities and differences. Monozygotic twins with NF-1 have been found to have similar IQ scores as well as concordant diagnoses of attention-deficit/hyperactivity disorder and learning disabilities. There have been no previous reports on similarities and differences in neuropsychological profiles between monozygotic twins with NF-1. The purpose of this article is to examine the results of comprehensive neuropsychological evaluations for a pair of monozygotic twins with NF-1.Method: A pair of 19-year-old female, African-American monozygotic twins with NF-1 underwent neuropsychological evaluations in an outpatient clinic. Findings are reported following the CAse REport (CARE) guidelines.Results: The twins demonstrated similar impairment in processing speed, working memory, and attention span; however, differences also were found.Conclusions: Intrapair similarities and differences on neuropsychological assessment were found between monozygotic twins with NF-1. Primary deficits were suggestive of a frontal-subcortical pattern and could be consistent with remote neuroimaging. When differences did occur, performance was typically better for Twin A, who had also showed greater improvement on neuroimaging. Implications and directions for future research are discussed. Specifically, this case demonstrates the need for inclusion of neuropsychological assessment in studies of larger cohorts of monozygotic twins with NF-1 and correlation of neuropsychological findings with neuroimaging and postzygotic mutations.
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Affiliation(s)
- Cody Pendergrass
- Graduate School of Professional Psychology, University of Denver, Denver, CO, USA.,Outpatient Behavioral Health Services, Denver Health Medical Center, Denver, CO, USA
| | - Jennifer Peraza
- Outpatient Behavioral Health Services, Denver Health Medical Center, Denver, CO, USA.,Department of Psychiatry, University of Colorado, Aurora, CO, USA
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Tan Q, Christiansen L, von Bornemann Hjelmborg J, Christensen K. Twin methodology in epigenetic studies. ACTA ACUST UNITED AC 2015; 218:134-9. [PMID: 25568460 DOI: 10.1242/jeb.107151] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Since the final decades of the last century, twin studies have made a remarkable contribution to the genetics of human complex traits and diseases. With the recent rapid development in modern biotechnology of high-throughput genetic and genomic analyses, twin modelling is expanding from analysis of diseases to molecular phenotypes in functional genomics especially in epigenetics, a thriving field of research that concerns the environmental regulation of gene expression through DNA methylation, histone modification, microRNA and long non-coding RNA expression, etc. The application of the twin method to molecular phenotypes offers new opportunities to study the genetic (nature) and environmental (nurture) contributions to epigenetic regulation of gene activity during developmental, ageing and disease processes. Besides the classical twin model, the case co-twin design using identical twins discordant for a trait or disease is becoming a popular and powerful design for epigenome-wide association study in linking environmental exposure to differential epigenetic regulation and to disease status while controlling for individual genetic make-up. It can be expected that novel uses of twin methods in epigenetic studies are going to help with efficiently unravelling the genetic and environmental basis of epigenomics in human complex diseases.
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Affiliation(s)
- Qihua Tan
- Epidemiology, Biostatistics and Bio-demography, Institute of Public Health, University of Southern Denmark, DK-5000, Odense C, Denmark Human Genetics, Institute of Clinical Research, University of Southern Denmark, DK-5000, Odense C, Denmark
| | - Lene Christiansen
- Epidemiology, Biostatistics and Bio-demography, Institute of Public Health, University of Southern Denmark, DK-5000, Odense C, Denmark Human Genetics, Institute of Clinical Research, University of Southern Denmark, DK-5000, Odense C, Denmark
| | - Jacob von Bornemann Hjelmborg
- Epidemiology, Biostatistics and Bio-demography, Institute of Public Health, University of Southern Denmark, DK-5000, Odense C, Denmark
| | - Kaare Christensen
- Epidemiology, Biostatistics and Bio-demography, Institute of Public Health, University of Southern Denmark, DK-5000, Odense C, Denmark Human Genetics, Institute of Clinical Research, University of Southern Denmark, DK-5000, Odense C, Denmark
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Thomas LE, Winston J, Rad E, Mort M, Dodd KM, Tee AR, McDyer F, Moore S, Cooper DN, Upadhyaya M. Evaluation of copy number variation and gene expression in neurofibromatosis type-1-associated malignant peripheral nerve sheath tumours. Hum Genomics 2015; 9:3. [PMID: 25884485 PMCID: PMC4367978 DOI: 10.1186/s40246-015-0025-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2014] [Accepted: 01/18/2015] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Neurofibromatosis type-1 (NF1) is a complex neurogenetic disorder characterised by the development of benign and malignant tumours of the peripheral nerve sheath (MPNSTs). Whilst biallelic NF1 gene inactivation contributes to benign tumour formation, additional cellular changes in gene structure and/or expression are required to induce malignant transformation. Although few molecular profiling studies have been performed on the process of progression of pre-existing plexiform neurofibromas to MPNSTs, the integrated analysis of copy number alterations (CNAs) and gene expression is likely to be key to understanding the molecular mechanisms underlying NF1-MPNST tumorigenesis. In a pilot study, we employed this approach to identify genes differentially expressed between benign and malignant NF1 tumours. RESULTS SPP1 (osteopontin) was the most differentially expressed gene (85-fold increase in expression), compared to benign plexiform neurofibromas. Short hairpin RNA (shRNA) knockdown of SPP1 in NF1-MPNST cells reduced tumour spheroid size, wound healing and invasion in four different MPNST cell lines. Seventy-six genes were found to exhibit concordance between CNA and gene expression level. CONCLUSIONS Pathway analysis of these genes suggested that glutathione metabolism and Wnt signalling may be specifically involved in NF1-MPNST development. SPP1 is associated with malignant transformation in NF1-associated MPNSTs and could prove to be an important target for therapeutic intervention.
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Affiliation(s)
- Laura E Thomas
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
| | - Jincy Winston
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
| | - Ellie Rad
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
| | - Matthew Mort
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
| | - Kayleigh M Dodd
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
| | - Andrew R Tee
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
| | - Fionnuala McDyer
- Almac Diagnostics, 19 Seagoe Industrial Estate, Craigavon, Northern Ireland, BT63 5QD, UK.
| | - Stephen Moore
- Almac Diagnostics, 19 Seagoe Industrial Estate, Craigavon, Northern Ireland, BT63 5QD, UK.
| | - David N Cooper
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
| | - Meena Upadhyaya
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK.
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Park GH, Lee SJ, Yim H, Han JH, Kim HJ, Sohn YB, Ko JM, Jeong SY. TAGLN expression is upregulated in NF1-associated malignant peripheral nerve sheath tumors by hypomethylation in its promoter and subpromoter regions. Oncol Rep 2014; 32:1347-54. [PMID: 25109740 PMCID: PMC4148385 DOI: 10.3892/or.2014.3379] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 07/21/2014] [Indexed: 12/23/2022] Open
Abstract
Neurofibromatosis type 1 (NF1) caused by NF1 gene mutation is a commonly inherited autosomal dominant disorder. Malignant peripheral nerve sheath tumors (MPNSTs), a type of aggressive sarcoma, are a major cause of mortality in NF1 patients. The malignant transformation of benign plexiform neurofibromas (PNs) to MPNSTs is a marked peculiarity in NF1 patients, yet the pathogenesis remains poorly understood. We found that an actin-associated protein transgelin (SM22) was highly expressed in NF1-deficient MPNST tissues compared to NF1-deficient PN tissues using immunohistological staining and primary cultured MPNST cells in western blot analysis. We further found that this transgelin upregulation was caused by increased transcriptional expression of the TAGLN gene encoding transgelin. Comparison of DNA methylation values in the promoter and subpromoter regions of the TAGLN gene in three types of NF1-deficient primary-cultured cells, derived from an NF1 patient's normal phenotype, a benign PN and MPNST tissues, revealed that the TAGLN gene was hypomethylated in the MPNST cells. Next, to determine the functional role of transgelin in MPNST pathogenesis, we manipulated the TAGLN gene expression and investigated the alteration of the RAS-mitogen-activated protein kinase (MAPK) signaling pathway in the normal-phenotypic and malignant tumor cells. The downregulation of TAGLN expression in NF1-deficient MPNST tumor cells through the treatment of the small interfering RNA resulted in a decrease in the RAS activation (GTP-RAS) and the downstream ERK1/2 activation (phosphorylated ERK1/2), while the overexpression of TAGLN in normal-phenotypic NF1-deficient cells caused an increase in RAS and ERK1/2 activation. These results indicate that upregulation of transgelin caused by hypomethylation of the TAGLN gene is closely involved in tumor progression in NF1.
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Affiliation(s)
- Gun-Hoo Park
- Department of Medical Genetics, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Su-Jin Lee
- Department of Medical Genetics, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Hyunee Yim
- Department of Pathology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Jae-Ho Han
- Department of Pathology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Hyon J Kim
- Department of Medical Genetics, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Young-Bae Sohn
- Department of Medical Genetics, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Jung Min Ko
- Department of Pediatrics, Seoul National University Children's Hospital, Seoul, Republic of Korea
| | - Seon-Yong Jeong
- Department of Medical Genetics, Ajou University School of Medicine, Suwon, Republic of Korea
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7
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Weber-Lehmann J, Schilling E, Gradl G, Richter DC, Wiehler J, Rolf B. Finding the needle in the haystack: Differentiating “identical” twins in paternity testing and forensics by ultra-deep next generation sequencing. Forensic Sci Int Genet 2014; 9:42-6. [DOI: 10.1016/j.fsigen.2013.10.015] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2013] [Revised: 10/24/2013] [Accepted: 10/31/2013] [Indexed: 01/17/2023]
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8
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Nemethova M, Bolcekova A, Ilencikova D, Durovcikova D, Hlinkova K, Hlavata A, Kovacs L, Kadasi L, Zatkova A. Thirty-nine novel neurofibromatosis 1 (NF1) gene mutations identified in Slovak patients. Ann Hum Genet 2013; 77:364-79. [PMID: 23758643 DOI: 10.1111/ahg.12026] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Accepted: 04/22/2013] [Indexed: 01/20/2023]
Abstract
We performed a complex analysis of the neurofibromatosis type 1 (NF1) gene in Slovakia based on direct cDNA sequencing supplemented by multiple ligation dependent probe amplification (MLPA) analysis. All 108 patients had café-au-lait spots, 85% had axilary and/or inguinal freckling, 61% neurofibromas, 36% Lisch nodules of the iris and 31% optic pathway glioma, 5% suffered from typical skeletal disorders, and 51% of patients had family members with NF1. In 78 of the 86 (90.7%) index patients our analysis revealed the presence of NF1 mutations, 68 of which were small changes (87.2%), including 39 (50%) novel. Among the identified mutations the most prevalent were small deletions and insertions causing frameshift (42.3%), followed by nonsense (14.1%), missense (12.8%), and typical splicing (11.5%) mutations. Type 1 NF1 deletions and intragenic deletions/duplication were identified in five cases each (6.4%). Interestingly, in five other cases nontypical splicing variants were found, whose real effect on NF1 transcript would have remained undetected if using a DNA-based method alone, thus underlying the advantage of using the cDNA-based sequencing. We show that Slovak NF1 patients have a similar repertoire of NF1 germline mutations compared to other populations, with some prevalence of small deletions/insertions and a decreased proportion of nonsense mutations.
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Affiliation(s)
- Martina Nemethova
- Laboratory of Genetics, Institute of Molecular Physiology and Genetics, Bratislava, Slovakia
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10
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Lim SP, Wong NC, Suetani RJ, Ho K, Ng JL, Neilsen PM, Gill PG, Kumar R, Callen DF. Specific-site methylation of tumour suppressor ANKRD11 in breast cancer. Eur J Cancer 2012; 48:3300-9. [PMID: 22538187 DOI: 10.1016/j.ejca.2012.03.023] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2011] [Revised: 02/22/2012] [Accepted: 03/25/2012] [Indexed: 01/01/2023]
Abstract
ANKRD11 is a putative tumour suppressor gene in breast cancer, which has been shown in our laboratory to be a co-activator of p53. Our data suggest that down-regulation of ANKRD11 is associated with breast tumourigenesis. Breast cancer cell lines treated with DNA demethylating agents resulted in up-regulation of ANKRD11 expression suggesting that promoter DNA methylation may be responsible for its down-regulation. The transcriptional activity of a CpG-rich region 2kb upstream of the transcription initiation site of ANKRD11 was investigated using dual-luciferase reporter assays. The constructs carrying -661 to -571 bp promoter sequence showed significant transcriptional activity. Using the SEQUENOM Epityper Platform, the region between -770 and +399 bp was analysed in 25 breast tumours, four normal breast tissues and five normal blood samples. The region between -770 and -323 bp was shown to be frequently methylated in breast tumours. The methylation patterns of all analysed CpGs in this region were identical in the normal and tumour samples, except for a 19 bp region containing three CpG sites. These sites had significantly higher levels of methylation in tumours (40%) compared to normal samples (6%). Our findings support the role of ANKRD11 as a tumour suppressor gene and suggest that aberrant DNA methylation of three CpGs in a 19 bp region within the ANKRD11 promoter may be responsible for its down-regulation in breast cancer.
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Affiliation(s)
- Sue Ping Lim
- Cancer Therapeutics Laboratory, Discipline of Medicine, The University of Adelaide, South Australia, Australia.
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Czyz W, Morahan JM, Ebers GC, Ramagopalan SV. Genetic, environmental and stochastic factors in monozygotic twin discordance with a focus on epigenetic differences. BMC Med 2012; 10:93. [PMID: 22898292 PMCID: PMC3566971 DOI: 10.1186/1741-7015-10-93] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2012] [Accepted: 08/17/2012] [Indexed: 03/16/2023] Open
Abstract
Genetic-epidemiological studies on monozygotic (MZ) twins have been used for decades to tease out the relative contributions of genes and the environment to a trait. Phenotypic discordance in MZ twins has traditionally been ascribed to non-shared environmental factors acting after birth, however recent data indicate that this explanation is far too simple. In this paper, we review other reasons for discordance, including differences in the in utero environment, genetic mosaicism, and stochastic factors, focusing particularly on epigenetic discordance. Epigenetic differences are gaining increasing recognition. Although it is clear that in specific cases epigenetic alterations provide a causal factor in disease etiology, the overall significance of epigenetics in twin discordance remains unclear. It is also challenging to determine the causality and relative contributions of environmental, genetic, and stochastic factors to epigenetic variability. Epigenomic profiling studies have recently shed more light on the dynamics of temporal methylation change and methylome heritability, yet have not given a definite answer regarding their relevance to disease, because of limitations in establishing causality. Here, we explore the subject of epigenetics as another component in human phenotypic variability and its links to disease focusing particularly on evidence from MZ twin studies.
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Affiliation(s)
- Witold Czyz
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Nuffield Department of Clinical Neurosciences (Clinical Neurology), University of Oxford, Oxford, UK
| | - Julia M Morahan
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Nuffield Department of Clinical Neurosciences (Clinical Neurology), University of Oxford, Oxford, UK
| | - George C Ebers
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Nuffield Department of Clinical Neurosciences (Clinical Neurology), University of Oxford, Oxford, UK
| | - Sreeram V Ramagopalan
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Nuffield Department of Clinical Neurosciences (Clinical Neurology), University of Oxford, Oxford, UK
- Blizard Institute, Queen Mary University of London, Barts and The London School of Medicine and Dentistry, London, UK
- London School of Hygiene and Tropical Medicine, London, UK
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Abstract
The classical twin study has been a powerful heuristic in biomedical, psychiatric and behavioural research for decades. Twin registries worldwide have collected biological material and longitudinal phenotypic data on tens of thousands of twins, providing a valuable resource for studying complex phenotypes and their underlying biology. In this Review, we consider the continuing value of twin studies in the current era of molecular genetic studies. We conclude that classical twin methods combined with novel technologies represent a powerful approach towards identifying and understanding the molecular pathways that underlie complex traits.
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Ahluwalia JK, Soni K, Sivasubbu S, Brahmachari V. Modeling SNP mediated differential targeting of homologous 3'UTR by microRNA. RNA Biol 2012; 9:351-60. [PMID: 22336710 DOI: 10.4161/rna.19318] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
We had previously proposed that the post-transcriptional regulation through microRNA as a mechanism for incomplete penetrance and variable expressivity, leads to lack of correlation between genotype and phenotype. Here we report the validation of miRNA-target interactions we predicted earlier and demonstrate the regulation of endogenous JAG1 by hsa-miR-214 and hsa-miR-124, and TGFBR2 by hsa-miR-34b*, through luciferase activity of reporter constructs and also the expression levels of the endogenous genes. Using these targets, we have modeled the diploid state for miRNA target site with heterozygosity for the SNP and demonstrate the differential targeting of an otherwise identical 3'UTR. We show that SNP rs8708 (A > G) at the target site of hsa-miR-214 can relieve the repression while an SNP rs11466532 (C > T) enhances the repression of reporter expression by hsa-miR-34b*. We discuss the results in the light of its implications in the context of penetrance of dominant mutations in miRNA targeted genes, using JAG1 as an example. These observations imply that disease causing mutations in JAG1 linked to the SNP rs8708G will be poorly targeted by hsa-miR-214 when present against a normal allele of JAG1 with rs8708A and will show penetrance of JAG1 mutations as Alagille syndrome, while mutant JAG1 linked to rs8708A against rs8708G on the normal allele will show either no disease or much attenuated symptoms and hence exhibit incomplete penetrance.
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Lee SA, Tsao TTH, Yang KC, Lin H, Kuo YL, Hsu CH, Lee WK, Huang KC, Kao CY. Construction and analysis of the protein-protein interaction networks for schizophrenia, bipolar disorder, and major depression. BMC Bioinformatics 2011; 12 Suppl 13:S20. [PMID: 22373040 PMCID: PMC3278837 DOI: 10.1186/1471-2105-12-s13-s20] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Schizophrenia, bipolar disorder, and major depression are devastating mental diseases, each with distinctive yet overlapping epidemiologic characteristics. Microarray and proteomics data have revealed genes which expressed abnormally in patients. Several single nucleotide polymorphisms (SNPs) and mutations are associated with one or more of the three diseases. Nevertheless, there are few studies on the interactions among the disease-associated genes and proteins. RESULTS This study, for the first time, incorporated microarray and protein-protein interaction (PPI) databases to construct the PPI network of abnormally expressed genes in postmortem brain samples of schizophrenia, bipolar disorder, and major depression patients. The samples were collected from Brodmann area (BA) 10 of the prefrontal cortex. Abnormally expressed disease genes were selected by t-tests comparing the disease and control samples. These genes were involved in housekeeping functions (e.g. translation, transcription, energy conversion, and metabolism), in brain specific functions (e.g. signal transduction, neuron cell differentiation, and cytoskeleton), or in stress responses (e.g. heat shocks and biotic stress).The diseases were interconnected through several "switchboard"-like nodes in the PPI network or shared abnormally expressed genes. A "core" functional module which consisted of a tightly knitted sub-network of clique-5 and -4s was also observed. These cliques were formed by 12 genes highly expressed in both disease and control samples. CONCLUSIONS Several previously unidentified disease marker genes and drug targets, such as SBNO2 (schizophrenia), SEC24C (bipolar disorder), and SRRT (major depression), were identified based on statistical and topological analyses of the PPI network. The shared or interconnecting marker genes may explain the shared symptoms of the studied diseases. Furthermore, the "switchboard" genes, such as APP, UBC, and YWHAZ, are proposed as potential targets for developing new treatments due to their functional and topological significance.
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Affiliation(s)
- Sheng-An Lee
- Department of Information Management, Kainan University, Taoyuan, Taiwan
| | - Theresa Tsun-Hui Tsao
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Ko-Chun Yang
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Han Lin
- Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, Taiwan
| | - Yu-Lun Kuo
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan
| | - Chien-Hsiang Hsu
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Wen-Kuei Lee
- Department of Psychiatry, Armed Forces Beitou Hospital, Taipei, Taiwan
| | - Kuo-Chuan Huang
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan
- Department of Psychiatry, Armed Forces Beitou Hospital, Taipei, Taiwan
| | - Cheng-Yan Kao
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
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Ketelaar ME, Hofstra RMW, Hayden MR. What monozygotic twins discordant for phenotype illustrate about mechanisms influencing genetic forms of neurodegeneration. Clin Genet 2011; 81:325-33. [DOI: 10.1111/j.1399-0004.2011.01795.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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