Literature DB >> 25923336

Genome wide analysis of novel copy number variations duplications/deletions of different epileptic patients in Saudi Arabia.

Muhammad Imran Naseer, Muhammad Faheem, Adeel G Chaudhary, Taha A Kumosani, Maha Mohsin Al-Quaiti, Mohammed M Jan, Hasan Saleh Jamal, Mohammad H Al-Qahtani.   

Abstract

BACKGROUND: Epilepsy is genetically complex neurological disorder affecting millions of people of different age groups varying in its type and severity. Copy number variants (CNVs) are key players in the genetic etiology of numerous neurodevelopmental disorders and prior findings also revealed that chromosomal aberrations are more susceptible against the pathogenesis of epilepsy. Novel technologies, such as array comparative genomic hybridization (array-CGH), may help to uncover the pathogenic CNVs in patients with epilepsy.
RESULTS: This study was carried out by high density whole genome array-CGH analysis with blood DNA samples from a cohort of 22 epilepsy patients to search for CNVs associated with epilepsy. Pathogenic rearrangements which include 6p12.1 microduplications in 5 patients covering a total region of 99.9kb and 7q32.3 microdeletions in 3 patients covering a total region of 63.9kb were detected. Two genes BMP5 and PODXL were located in the predicted duplicated and deleted regions respectively. Furthermore, these CNV findings were confirmed by qPCR.
CONCLUSION: We have described, for the first time, several novel CNVs/genes implicated in epilepsy in the Saudi population. These findings enable us to better describe the genetic variations in epilepsy, and could provide a foundation for understanding the critical regions of the genome which might be involved in the development of epilepsy.

Entities:  

Mesh:

Year:  2015        PMID: 25923336      PMCID: PMC4315149          DOI: 10.1186/1471-2164-16-S1-S10

Source DB:  PubMed          Journal:  BMC Genomics        ISSN: 1471-2164            Impact factor:   3.969


Background

Epilepsy is one of the most common neurological disorder in humans with 1% prevalence and a lifetime incidence of up to 3%; characterized by recurrent and unprovoked seizures because of an abnormal electrical activity in central nervous system (CNS) [1]. More than 50 distinct epilepsy syndromes have been recognized with a broad range of clinical features; roughly it can be divided into idiopathic or symptomatic epilepsies. Metabolic disorders, infections, stroke, head trauma or brain tumors may cause symptomatic epilepsy whereas idiopathic seizure occur mainly because of genetic contribution [2]. Since long, it is observed that idiopathic epilepsy has a genetic component and its genetic etiology can be determined in a small fraction of cases. Development of genome wide technologies such as array-CGH and single-nucleotide polymorphism genotyping enabled the detection of submicroscopic microdeletions and microduplications also known as CNVs [3,4]. CNVs being an important component of human genetic variation are key players in the genetic etiology of numerous neurodevelopmental disorders. A number of studies have recently highlighted the role of CNVs in the etiology of various disorders including autism [5,6], intellectual disability (ID) [7] and schizophrenia [8,9]. Recent studies on six genomic regions showed recurrent microdeletions on chromosomes 15q13.3, 16p13.11 and 15q11.2 and were identified as necessary genetic factors influencing idiopathic generalized epilepsy (IGE) [10-12]. Databases of normal and pathogenic genome variations are available on the web and are extremely valuable tools for interpreting CNVs identified in patients (Database of Genomic Variants: DGV; Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources: DECIPHER). Recent studies showed that 267 different genomic loci have been associated with well described microdeletion/microduplication syndromes (MMSs) [13]; these informations are constantly updated. In this study, we hypothesized that epilepsy could be caused by CNVs and that genes within those CNVs would be novel candidate genes for epilepsy. We selected a cohort of 22 patients with different types of epilepsies and performed high density whole genome array-CGH which showed novel CNVs/genes deletion and duplication that might be the contributory factors in the genetic etiology of epilepsy.

Results and discussion

Array-CGH results showed gains as well as losses in different genomic regions of 19 epilepsy patients from a cohort of 22 epilepsy patients. But, we reported the results of only 8 patients satisfying the cut off value of duplications and deletions (0.8 for duplication and -1.0 for deletion). Microduplication of 6p12.1 was observed in five patients including two from the same family and microdeletion of 7q32.3 in three patients was also found. These CNV findings were confirmed by qPCR.

Detection of 6p12.1 microduplications

Whole genome 2x 400K oligonucleotide based microarray analysis showed 99.9kb duplication at cytoband 6p12.1. Figure 2 presented 5 horizontal red lines of 5 patients with duplicated regions; each red line is marked with each patients ID along with the duplicated region of that specific patient. Out of these 5 patients, 2 were members of the same family whereas the rest of 3 were sporadic cases. No deletion or duplication was observed in father: 05, normal daughter: 1192 and normal son: 1191 (Figure 1). In affected mother: 1190, a microduplication of 51.6kb (55722611-55774293) and in affected daughter: 1193, a microduplication of 55.8kb (55718462-55774293) was observed. Rest of 3 sporadic cases also showed duplications of different sizes such as 241 showed a duplication of 95.6kb (55678636-55774293); 494 showed a duplication of 82.5kb (55691753-55774293) and 440 showed a duplication of 51.7kb (55726917-55778628). The gene that was observed in the duplicated region of all the patients is BMP5 (Table 1 and Figure 2); determined by UCSC Genome Browser (http://genome.ucsc.edu/) and Database of Genomic Variants (http://dgv.tcag.ca/dgv/app/home). BMP5 is a member of BMP family which belongs to transforming growth factor-β (TGFβ) superfamily. It is expressed in hippocampus, cerebellum and striatum [14,15]. Studies also showed its expression in developing rat superior cervical ganglion corresponding to initial extension of primary dendrites and in early postnatal period during maximal dendritic growth. Immunofluorescence analysis of cultured superior cervical ganglion cells detected Bmp5 all over cell body of glial [16]. It was also observed that cell proliferation was reduced by BMP5 through cell death into the progenitor cells specifically in ventral forebrain. Insertion of BMP5 in developing chicken prosencephalon causes loss of ventral forebrain secondary to immense cell death localized to that region. Experimental embryos showed a loss of basal telencephalon due to implantation of beads soaked in recombinant BMP5 or BMP4 into neural tube of chicken forebrain that resulted in holoprosencephaly (a single cerebral hemisphere), cyclopia (a single midline eye) and loss of ventral midline structures [17]. Noradrenergic (NA) neurons are critical modulators of brain functions and have been implicated in common CNS disorders [18]. Locus coeruleus (LC), the major NA nucleus providing the main source of noradrenaline in the brain is formed in rostral hindbrain during embryogenesis. LC development requires either Bmp5 or Bmp7 and one is able to compensate the loss of the other. Also, the position of mid-hindbrain organizer determines the size of LC and propose that Bmp5/7 play an important role in mediating this organizer function [19]. Studies also uncovered novel roles of BMP signaling during development of heart, allantois, branchial arches, somites and forebrain development. Bmp5 do not appear to be involved in establishing pattern in these tissues but necessary for proliferation and maintenance of specific cell populations [20]. Observed duplications in all patients with reference to controls were confirmed by qPCR which showed a significant fold increase in all patients compared to controls Figure 3).
Figure 2

Summary of genome wide gains in five patients. Whole genome 2x 400K oligonucleotide based microarray analysis showing 99.9kb duplication at cytoband 6p12.1. Five horizontal red lines showing duplicated regions of five patients; each red line is marked with each patients ID along with the duplicated region: 1193; 55718462-55774293, 241; 55678636-55774293, 1190; 55722611-55774293, 494; 55691753-55774293 and 440; 55726917-55778628. The gene predicted in the duplicated region is BMP5.

Figure 1

Pedigree of the epilepsy family; 05: normal father; 1190: affected mother; 1191: normal son: 1192: normal daughter: 1193: affected daughter.

Table 1

Characteristics of study participants carrying copy number variations (duplications and deletions).

Case NoSexLocationCNVsChangeGenesIGE Syndrome
Start (bp)-Stop (bp)Size (kb)
1193F6p12.155718462-5577429355.8DuplicationBMP5Epi
241M6p12.155678636-5577429395.6DuplicationBMP5Epi
1190F6p12.155722611-5577429351.6DuplicationBMP5Epi
494M6p12.155691753-5577429382.5DuplicationBMP5Epi+MR
440F6p12.155726917-5577862851.7DuplicationBMP5JME
1090F7q32.3130860344-13092431563.9DeletionPODXLEpi
1186M7q32.3130864738-13092431559.5DeletionPODXLJME
495F7q32.3130864738-13092141656.6DeletionPODXLEpi+MR

Table legend text: M: Male; F: Female; CNVs: Copy number variations; bp: base pairs; kb: kilobases; BMP5: Bone morphogenetic protein-5; PODXL: Podocalyxin-like protein; IGE: Idiopathic generalized epilepsy; Epi: Epilepsy; JME: Juvenile myoclonic epilepsy; Epi+MR: Epilepsy plus mental retardation.

Figure 3

Confirmation of CNVs by qPCR. (A) The results showed BMP5 copy number amplifications in two patients; mother (1190) and the proband (1193) but not in healthy individuals. (B) BMP5 copy number amplifications were observed in three patients (241, 440 and 494) but not in healthy individuals.

Pedigree of the epilepsy family; 05: normal father; 1190: affected mother; 1191: normal son: 1192: normal daughter: 1193: affected daughter. Summary of genome wide gains in five patients. Whole genome 2x 400K oligonucleotide based microarray analysis showing 99.9kb duplication at cytoband 6p12.1. Five horizontal red lines showing duplicated regions of five patients; each red line is marked with each patients ID along with the duplicated region: 1193; 55718462-55774293, 241; 55678636-55774293, 1190; 55722611-55774293, 494; 55691753-55774293 and 440; 55726917-55778628. The gene predicted in the duplicated region is BMP5. Characteristics of study participants carrying copy number variations (duplications and deletions). Table legend text: M: Male; F: Female; CNVs: Copy number variations; bp: base pairs; kb: kilobases; BMP5: Bone morphogenetic protein-5; PODXL: Podocalyxin-like protein; IGE: Idiopathic generalized epilepsy; Epi: Epilepsy; JME: Juvenile myoclonic epilepsy; Epi+MR: Epilepsy plus mental retardation. Confirmation of CNVs by qPCR. (A) The results showed BMP5 copy number amplifications in two patients; mother (1190) and the proband (1193) but not in healthy individuals. (B) BMP5 copy number amplifications were observed in three patients (241, 440 and 494) but not in healthy individuals.

Detection of 7q32.3 microdeletions

Whole genome 2x 400K oligonucleotide based microarray analysis showed 63.9kb microdeletion at cytoband 7q32.3. Figure 4 showed 3 horizontal green lines of 3 patients with deleted regions; each green line is marked with each patients ID along with the deleted region of that specific patient. In patient 1090, a microdeletion of 63.9kb (130860344-130924315); in 1186, a microdeletion of 59.5kb (130864738-130924315) and in 495, a deletion of 56.6kb (130864738-130921416) was observed. The gene that was observed in the deleted regions of all the patients was PODXL (Table 1 and Figure 4); determined by UCSC Genome Browser (http://genome.ucsc.edu/) and Database of Genomic Variants (http://dgv.tcag.ca/dgv/app/home). Podocalyxin (PODXL) is type-1 membrane mucin protein belongs to CD34 family expressed abundantly in kidney epithelial cells (podocytes) [21]; its expression has also reported in the brain with maximum level in cortical plate, hippocampus, cerebellum and basal forebrain nuclei [22,23]. In humans, it is also linked with malignant progression of brain astrocytic tumors [24]. Studies also showed that ventricles of Podxl mice were enlarged in coronal and horizontal brain MR images which were also confirmed through histological analysis of paraffin embedded brain [25]. Reason of this could be either an enhanced formation or reduced disposal of cerebrospinal fluid (CSF) or it might be due to a combination of both mechanisms. Enhanced volume of CSF might be the result of a new steady state equilibrium of choroid plexuses ion membrane transporters; Na+-K+ATPase, K+ channels and Na+-2Cl+ co-transporters expressed in apical membrane and Cl exchangers, a variety of Na+ coupled HCO3 transporters and K+-Cl cotransporters expressed in the basolateral membrane [26]. Further analysis is required to check the involvement of these ion transporters toward ventricles enlargement in the absence of PODXL. Numerous human pathological disorders are linked with enlarged ventricles such as trauma, autism, bardet-biedl syndrome and alzheimer disease [27-29]. However, an earlier and possibly best human pathological condition studied was schizophrenia [30]. Finding of enlarged ventricles in the patients having first schizophrenia episode has raised the question of whether this neurodegenerative disease exhibited at the time of symptom onset or it is considered as a neurodevelopmental process which produces abnormal brain volumes at an early age [31]. Observed deletions in all the patients with reference to controls were confirmed by qPCR which showed a significant fold decrease in all the patients compared to controls (Figure 5).
Figure 4

Summary of genome wide losses in three patients. Whole genome 2x 400K oligonucleotide based microarray analysis showing 63.9kb deletion at cytoband 7q32.3. Three horizontal green lines showing deleted regions of three patients; each green line is marked with each patients ID along with the deleted region: 1090; 130860344-130924315, 1186; 130864738-130924315 and 495; 130864738-130921416. The gene which is observed in the deleted region is PODXL.

Figure 5

Confirmation of CNVs by qPCR. The results showed PODXL copy number deletions in three patients (1090, 495 and 1186) but not in healthy individuals.

Summary of genome wide losses in three patients. Whole genome 2x 400K oligonucleotide based microarray analysis showing 63.9kb deletion at cytoband 7q32.3. Three horizontal green lines showing deleted regions of three patients; each green line is marked with each patients ID along with the deleted region: 1090; 130860344-130924315, 1186; 130864738-130924315 and 495; 130864738-130921416. The gene which is observed in the deleted region is PODXL. Confirmation of CNVs by qPCR. The results showed PODXL copy number deletions in three patients (1090, 495 and 1186) but not in healthy individuals.

Conclusion

CNVs are major contributory factors in developing the neurological disorders and also contribute in the genetic etiology of epilepsy. In this study, we described, for the first time, some of the novel CNVs/genes implicated in epilepsy in the Saudi population. Our findings present a better description of genetic variations in epilepsy, and could provide a foundation for the understanding of the critical regions of the genome which might be involved in the development of epilepsy. More comprehensive descriptions of patients and identification of possible causative CNVs and genes in the CNV regions will be required to identify new syndromes and improve the diagnoses of epilepsy.

Methods

Patients and families

22 patients were selected with primary diagnosis of different types of epilepsies including epilepsy (Epi), epilepsy plus mental retardation (Epi+MR) and juvenile myoclonic epilepsy (JME) shown in the Table 1. Details of all patients are as follows; Case 1190 and 1193: 1193 is a 4 years old female proband; her seizures were started at the age of 3 years. Her 33 years old mother 1190 had a consanguineous marriage and also suffering with seizures that were started at the age of 17 years. 05: father; 1192: sister and 1191: brother of the proband were normal and no CNV was found in any of these normal members of the family. One patient of the same family was died at the age of 5 years due to seizures (Figure 1). Case 440: She is 39 years old female patient of JME and her seizures were started the age of 16 years. Case 241: He is 14 years old male patient of JME and his seizures were started the age of 15 years. Case 1090: she is 15 years old female patient of epilepsy, her parents had a consanguineous marriage and both are normal. Blood samples of her parents, one normal sister and one normal brother was not available. Her seizures were started when she was 8 years old. Case 1186: He is 27 years old male patient of JME and his seizures were started the age of 16 years. Case 495: She is 13 years old female patient of epilepsy plus mental retarded. Her seizures were started at the age of 6 years. Case 494: He is 7 years old male patient of epilepsy plus mental retarded. His seizures were started the age of 3 years.

DNA preparation

Blood samples from all the patients were taken at King Abdulaziz University Hospital with their informed consent after the approval of ethical committee. DNA was extracted by using QIAamp DNA blood mini kit (http://www.Qiagen.com) and was quantified by NanoDrop ND-10000 Spectrophotometer.

Array-CGH analysis

Array-CGH analysis was done by Agilent sure print G3 Hmn CGH 2x 400K arrays (Agilent Technologies, Santa Clara, USA) following manufacturer protocol. Briefly, 500ng patient’s DNA and also reference DNA of the same sex (Promega, Madison, USA) were digested with RsaI (Promega, Madison, USA) and AluI (Promega, Madison, USA) for 2hrs at 37ºC. Furthermore, these samples were labeled by random primers through Agilent labeling kit (Agilent Technologies, Santa Clara, USA) following manufacturer guidelines. Patient’s DNA was labeled with Cy5-dUTP whereas reference DNA was labelled with Cy3-dUTP. Labeled products were purified by Microcon YM-30 filter units (Millipore, Billerica, USA). Patient and reference DNAs were mixed with Cot-1 DNA (Invitrogen, USA) blocking agent and hybridization buffer following by Agilent instructions. After denaturation at 95ºC and pre-annealing at 37ºC, hybridization was done at 65ºC for 40hrs. After the two washing steps, array was analyzed through Agilent Scanner (G2505C) and Feature Extraction Software (V.1.5.1.0). Data was analyzed by using Partek Genomics Suite Software, Cytogenomics Software (V.2.0.6.0; Agilent Technologies, USA) and publicly available DGV.

Validation of CNVs by real-time quantitative PCR

The microdeletions and microduplications were confirmed by real-time quantitative PCR (qPCR). Targeted sequences were chosen for qPCR by using Primer-3 Software (V.0.4.0). Two pair of primers were selected for each of genomic region of two target genes; bone morphogenetic protein-5 (BMP5) and podocalyxin-like protein (PODXL); an endogenous gene β2-microglobulin (B2M) and control samples. PCR was done in 10μl reaction volume comprising of 05μl SYBR-Green qPCR master mix (KAPA Biosystems, USA), 10 pmol forward and reverse primers and 20ng genomic DNA. Reaction cycling conditions were as follows; denaturation at 95°C for 10minutes, annealing at 60°C for 1minute, holding stage at 60°C for 30seconds followed by 45 cycles at 60°C for 15seconds. Each run of 96 well plate included control samples, target genes, reference gene and non-template control for each gene. Plate was analyzed with StepOnePlus™ Real-Time PCR Systems (StepOnePlus™ Real-Time PCR, Applied Biosystems, Canada) raw data was acquired using Light Cycler 480 Software. Ct is the threshold cycle defined as the mean cycle at which the fluorescence curve reaches an arbitrary threshold; ΔCt is the difference between the Ct of the target gene and that of reference gene; ΔΔCt is ΔCt value of patients obtained by dividing the patient ΔCt value with ΔCt value of control sample. T-test with significant P-value <0.05 was used to find out statistical significance of predicted copy number alterations.

Abbreviations

Array-CGH: Array comparative genomic hybridization; CNVs: Copy number variations; qPCR: Real-time quantitative PCR; CNS: Central nervous system; BMP5: Bone morphogenetic protein-5; PODXL: Podocalyxin-like protein; B2M: β2-microglobulin; IGE: Idiopathic generalized epilepsy; JME: Juvenile myoclonic epilepsy; Epi+MR: Epilepsy plus mental retardation; DGV: Database of Genomic Variant.

Competing interests

The authors declare that they have no conflicts of interest.

Authors' contributions

MIN, MF and AGC designed the study. MF and MIN performed the experiments, analyzed the data and wrote the manuscript, MMA performed microarray. AGC, TAK, MMJ, MHQ, HSJ contributed in writing and editing the manuscript. All authors read and approved the final manuscript.
  31 in total

1.  Structural variation of chromosomes in autism spectrum disorder.

Authors:  Christian R Marshall; Abdul Noor; John B Vincent; Anath C Lionel; Lars Feuk; Jennifer Skaug; Mary Shago; Rainald Moessner; Dalila Pinto; Yan Ren; Bhooma Thiruvahindrapduram; Andreas Fiebig; Stefan Schreiber; Jan Friedman; Cees E J Ketelaars; Yvonne J Vos; Can Ficicioglu; Susan Kirkpatrick; Rob Nicolson; Leon Sloman; Anne Summers; Clare A Gibbons; Ahmad Teebi; David Chitayat; Rosanna Weksberg; Ann Thompson; Cathy Vardy; Vicki Crosbie; Sandra Luscombe; Rebecca Baatjes; Lonnie Zwaigenbaum; Wendy Roberts; Bridget Fernandez; Peter Szatmari; Stephen W Scherer
Journal:  Am J Hum Genet       Date:  2008-01-17       Impact factor: 11.025

2.  Pleomorphic extra-renal manifestation of the glomerular podocyte marker podocalyxin in tissues of normal beagle dogs.

Authors:  Wei-Ling Lin; Victor Fei Pang; Chen-Hsuan Liu; Jen-Yau Chen; Kuo-Fang Shen; Yu-Yu Lin; Chun-Ying Yu; Yung-Ho Hsu; Tzuu-Shuh Jou
Journal:  Histochem Cell Biol       Date:  2006-12-19       Impact factor: 4.304

Review 3.  New ideas in epilepsy genetics: novel epilepsy genes, copy number alterations, and gene regulation.

Authors:  Christina A Gurnett; Peter Hedera
Journal:  Arch Neurol       Date:  2007-03

4.  Ventricular enlargement as a possible measure of Alzheimer's disease progression validated using the Alzheimer's disease neuroimaging initiative database.

Authors:  Sean M Nestor; Raul Rupsingh; Michael Borrie; Matthew Smith; Vittorio Accomazzi; Jennie L Wells; Jennifer Fogarty; Robert Bartha
Journal:  Brain       Date:  2008-07-11       Impact factor: 13.501

Review 5.  Genomic microarrays in mental retardation: a practical workflow for diagnostic applications.

Authors:  David A Koolen; Rolph Pfundt; Nicole de Leeuw; Jayne Y Hehir-Kwa; Willy M Nillesen; Ineke Neefs; Ine Scheltinga; Erik Sistermans; Dominique Smeets; Han G Brunner; Ad Geurts van Kessel; Joris A Veltman; Bert B A de Vries
Journal:  Hum Mutat       Date:  2009-03       Impact factor: 4.878

6.  A knockin mouse model of the Bardet-Biedl syndrome 1 M390R mutation has cilia defects, ventriculomegaly, retinopathy, and obesity.

Authors:  Roger E Davis; Ruth E Swiderski; Kamal Rahmouni; Darryl Y Nishimura; Robert F Mullins; Khristofor Agassandian; Alisdair R Philp; Charles C Searby; Michael P Andrews; Stewart Thompson; Christopher J Berry; Daniel R Thedens; Baoli Yang; Robert M Weiss; Martin D Cassell; Edwin M Stone; Val C Sheffield
Journal:  Proc Natl Acad Sci U S A       Date:  2007-11-21       Impact factor: 11.205

7.  Rare structural variants disrupt multiple genes in neurodevelopmental pathways in schizophrenia.

Authors:  Tom Walsh; Jon M McClellan; Shane E McCarthy; Anjené M Addington; Sarah B Pierce; Greg M Cooper; Alex S Nord; Mary Kusenda; Dheeraj Malhotra; Abhishek Bhandari; Sunday M Stray; Caitlin F Rippey; Patricia Roccanova; Vlad Makarov; B Lakshmi; Robert L Findling; Linmarie Sikich; Thomas Stromberg; Barry Merriman; Nitin Gogtay; Philip Butler; Kristen Eckstrand; Laila Noory; Peter Gochman; Robert Long; Zugen Chen; Sean Davis; Carl Baker; Evan E Eichler; Paul S Meltzer; Stanley F Nelson; Andrew B Singleton; Ming K Lee; Judith L Rapoport; Mary-Claire King; Jonathan Sebat
Journal:  Science       Date:  2008-03-27       Impact factor: 47.728

8.  Podocalyxin expression in malignant astrocytic tumors.

Authors:  Norihito Hayatsu; Mika Kato Kaneko; Kazuhiko Mishima; Ryo Nishikawa; Masao Matsutani; Janet E Price; Yukinari Kato
Journal:  Biochem Biophys Res Commun       Date:  2008-07-17       Impact factor: 3.575

9.  Novel submicroscopic chromosomal abnormalities detected in autism spectrum disorder.

Authors:  Susan L Christian; Camille W Brune; Jyotsna Sudi; Ravinesh A Kumar; Shaung Liu; Samer Karamohamed; Judith A Badner; Seiichi Matsui; Jeffrey Conroy; Devin McQuaid; James Gergel; Eli Hatchwell; T Conrad Gilliam; Elliot S Gershon; Norma J Nowak; William B Dobyns; Edwin H Cook
Journal:  Biol Psychiatry       Date:  2008-03-28       Impact factor: 13.382

10.  15q13.3 microdeletions increase risk of idiopathic generalized epilepsy.

Authors:  Ingo Helbig; Heather C Mefford; Andrew J Sharp; Michel Guipponi; Marco Fichera; Andre Franke; Hiltrud Muhle; Carolien de Kovel; Carl Baker; Sarah von Spiczak; Katherine L Kron; Ines Steinich; Ailing A Kleefuss-Lie; Costin Leu; Verena Gaus; Bettina Schmitz; Karl M Klein; Philipp S Reif; Felix Rosenow; Yvonne Weber; Holger Lerche; Fritz Zimprich; Lydia Urak; Karoline Fuchs; Martha Feucht; Pierre Genton; Pierre Thomas; Frank Visscher; Gerrit-Jan de Haan; Rikke S Møller; Helle Hjalgrim; Daniela Luciano; Michael Wittig; Michael Nothnagel; Christian E Elger; Peter Nürnberg; Corrado Romano; Alain Malafosse; Bobby P C Koeleman; Dick Lindhout; Ulrich Stephani; Stefan Schreiber; Evan E Eichler; Thomas Sander
Journal:  Nat Genet       Date:  2009-01-11       Impact factor: 38.330

View more
  6 in total

1.  Comparative genomic hybridization and transcriptome sequencing reveal that two genes, OsI_14279 (LOC_Os03g62620) and OsI_10794 (LOC_Os03g14950) regulate the mutation in the γ-rl rice mutant.

Authors:  Xulong Wang; Fanhua Wang; Huiqiong Chen; Xiaoyu Liang; Yingmei Huang; Jicai Yi
Journal:  Physiol Mol Biol Plants       Date:  2017-08-22

2.  Copy number variations in Saudi family with intellectual disability and epilepsy.

Authors:  Muhammad I Naseer; Adeel G Chaudhary; Mahmood Rasool; Gauthaman Kalamegam; Fai T Ashgan; Mourad Assidi; Farid Ahmed; Shakeel A Ansari; Syed Kashif Zaidi; Mohammed M Jan; Mohammad H Al-Qahtani
Journal:  BMC Genomics       Date:  2016-10-17       Impact factor: 3.969

Review 3.  Genetic and epigenetic mechanisms of epilepsy: a review.

Authors:  Tian Chen; Mohan Giri; Zhenyi Xia; Yadu Nanda Subedi; Yan Li
Journal:  Neuropsychiatr Dis Treat       Date:  2017-07-13       Impact factor: 2.570

4.  Genomic medicine goes mainstream.

Authors:  Stephen W Scherer
Journal:  NPJ Genom Med       Date:  2016-01-13       Impact factor: 8.617

5.  Copy number variation in a hospital-based cohort of children with epilepsy.

Authors:  Danique R M Vlaskamp; Petra M C Callenbach; Patrick Rump; Lucia A A Giannini; Trijnie Dijkhuizen; Oebele F Brouwer; Conny M A van Ravenswaaij-Arts
Journal:  Epilepsia Open       Date:  2017-05-08

Review 6.  Genetic Landscape of Common Epilepsies: Advancing towards Precision in Treatment.

Authors:  Sarita Thakran; Debleena Guin; Pooja Singh; Priyanka Singh; Samiksha Kukal; Chitra Rawat; Saroj Yadav; Suman S Kushwaha; Achal K Srivastava; Yasha Hasija; Luciano Saso; Srinivasan Ramachandran; Ritushree Kukreti
Journal:  Int J Mol Sci       Date:  2020-10-21       Impact factor: 5.923

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.