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1.
Nucleic Acids Res ; 47(W1): W610-W613, 2019 07 02.
Article in English | MEDLINE | ID: mdl-31066442

ABSTRACT

Quality control (QC) for lab-designed primers is crucial for the success of a polymerase chain reaction (PCR). Here, we present MFEprimer-3.0, a functional primer quality control program for checking non-specific amplicons, dimers, hairpins and other parameters. The new features of the current version include: (i) more sensitive binding site search using the updated k-mer algorithm that allows mismatches within the k-mer, except for the first base at the 3' end. The binding sites of each primer with a stable 3' end are listed in the output; (ii) new algorithms for rapidly identifying self-dimers, cross-dimers and hairpins; (iii) the command-line version, which has an added option of JSON output to enhance the versatility of MFEprimer by acting as a QC step in the 'primer design → quality control → redesign' pipeline; (iv) a function for checking whether the binding sites contain single nucleotide polymorphisms (SNPs), which will affect the consistency of binding efficiency among different samples. In summary, MFEprimer-3.0 is updated with the well-tested PCR primer QC program and it can be integrated into various PCR primer design applications as a QC module. The MFEprimer-3.0 server is freely accessible without any login requirement at: https://mfeprimer3.igenetech.com/ and https://www.mfeprimer.com/. The source code for the command-line version is available upon request.


Subject(s)
DNA Primers/standards , Polymerase Chain Reaction/standards , Software , Algorithms , Base Pair Mismatch , Binding Sites , DNA Primers/chemistry , Genome, Human , Humans , Multiplex Polymerase Chain Reaction/standards , Quality Control , Sequence Analysis
2.
Int J Biol Sci ; 13(12): 1470-1478, 2017.
Article in English | MEDLINE | ID: mdl-29230095

ABSTRACT

Designing efficient and specific CRISPR single-guide RNAs (sgRNAs) is vital for the successful application of CRISPR technology. Currently, a growing number of new RNA-guided endonucleases with a different protospacer adjacent motif (PAM) have been discovered, suggesting the necessity to develop a versatile tool for designing sgRNA to meet the requirement of different RNA-guided DNA endonucleases. Here, we report the development of a flexible sgRNA design program named "CRISPR-offinder". Support for user-defined PAM and sgRNA length was provided to increase the targeting range and specificity. Additionally, evaluation of on- and off-target scoring algorithms was integrated into the CRISPR-offinder. The CRISPR-offinder has provided the bench biologist a rapid and efficient tool for identification of high quality target sites, and it is freely available at https://sourceforge.net/projects/crispr-offinder-v1-2/ or http://www.biootools.com.


Subject(s)
CRISPR-Cas Systems , Clustered Regularly Interspaced Short Palindromic Repeats , RNA, Guide, Kinetoplastida/genetics , Software , Algorithms , Deoxyribonuclease I/metabolism , Gene Editing , HEK293 Cells , Humans , Mutation
3.
Mol Psychiatry ; 21(2): 290-7, 2016 Feb.
Article in English | MEDLINE | ID: mdl-25849321

ABSTRACT

Currently, many studies on neuropsychiatric disorders have utilized massive trio-based whole-exome sequencing (WES) and whole-genome sequencing (WGS) to identify numerous de novo mutations (DNMs). Here, we retrieved 17,104 DNMs from 3555 trios across four neuropsychiatric disorders: autism spectrum disorder, epileptic encephalopathy, intellectual disability and schizophrenia, in addition to unaffected siblings (control), from 36 studies by WES/WGS. After eliminating non-exonic variants, we focused on 3334 exonic DNMs for evaluation of their association with these diseases. Our results revealed a higher prevalence of DNMs in the probands of all four disorders compared with the one in the controls (P<1.3 × 10(-7)). The elevated DNM frequency is dominated by loss-of-function/deleterious single-nucleotide variants and frameshift indels (that is, extreme mutations, P<4.5 × 10(-5)). With extensive annotation of these 'extreme' mutations, we prioritized 764 candidate genes in these four disorders. A combined analysis of Gene Ontology, microRNA targets and transcription factor targets revealed shared biological process and non-coding regulatory elements of candidate genes in the pathology of neuropsychiatric disorders. In addition, weighted gene co-expression network analysis of human laminar-specific neocortical expression data showed that candidate genes are convergent on eight shared modules with specific layer enrichment and biological process features. Furthermore, we identified that 53 candidate genes are associated with more than one disorder (P<0.000001), suggesting a possibly shared genetic etiology underlying these disorders. Particularly, DNMs of the SCN2A gene are frequently occurred across all four disorders. Finally, we constructed a freely available NPdenovo database, which provides a comprehensive catalog of the DNMs identified in neuropsychiatric disorders.


Subject(s)
Autism Spectrum Disorder/genetics , Intellectual Disability/genetics , Schizophrenia/genetics , Computational Biology/methods , Databases, Genetic , Exome/genetics , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Humans , Mutation/genetics , Neuropsychiatry , Odds Ratio , Sequence Analysis, DNA
5.
PLoS One ; 10(7): e0132866, 2015.
Article in English | MEDLINE | ID: mdl-26176536

ABSTRACT

DNA methylation is a widespread epigenetic modification that plays an essential role in gene expression through transcriptional regulation and chromatin remodeling. The emergence of whole genome bisulfite sequencing (WGBS) represents an important milestone in the detection of DNA methylation. Characterization of differential methylated regions (DMRs) is fundamental as well for further functional analysis. In this study, we present swDMR (http://sourceforge.net/projects/swDMR/) for the comprehensive analysis of DMRs from whole genome methylation profiles by a sliding window approach. It is an integrated tool designed for WGBS data, which not only implements accessible statistical methods to perform hypothesis test adapted to two or more samples without replicates, but false discovery rate was also controlled by multiple test correction. Downstream analysis tools were also provided, including cluster, annotation and visualization modules. In summary, based on WGBS data, swDMR can produce abundant information of differential methylated regions. As a convenient and flexible tool, we believe swDMR will bring us closer to unveil the potential functional regions involved in epigenetic regulation.


Subject(s)
DNA Methylation/genetics , Genome, Human , Sequence Analysis, DNA/methods , Software , Sulfites/chemistry , Computer Simulation , CpG Islands/genetics , Humans , Molecular Sequence Annotation
6.
Proc Natl Acad Sci U S A ; 112(26): 8064-9, 2015 Jun 30.
Article in English | MEDLINE | ID: mdl-26077908

ABSTRACT

Spondylolysis is a fracture in part of the vertebra with a reported prevalence of about 3-6% in the general population. Genetic etiology of this disorder remains unknown. The present study was aimed at identifying genomic mutations in patients with dysplastic spondylolysis as well as the potential pathogenesis of the abnormalities. Whole-exome sequencing and functional analysis were performed for patients with spondylolysis. We identified a novel heterozygous mutation (c.2286A > T; p.D673V) in the sulfate transporter gene SLC26A2 in five affected subjects of a Chinese family. Two additional mutations (e.g., c.1922A > G; p.H641R and g.18654T > C in the intron 1) in the gene were identified by screening a cohort of 30 unrelated patients with the disease. In situ hybridization analysis showed that SLC26A2 is abundantly expressed in the lumbosacral spine of the mouse embryo at day 14.5. Sulfate uptake activities in CHO cells transfected with mutant SLC26A2 were dramatically reduced compared with the wild type, confirming the pathogenicity of the two missense mutations. Further analysis of the gene-disease network revealed a convergent pathogenic network for the development of lumbosacral spine. To our knowledge, our findings provide the first identification of autosomal dominant SLC26A2 mutations in patients with dysplastic spondylolysis, suggesting a new clinical entity in the pathogenesis of chondrodysplasia involving lumbosacral spine. The analysis of the gene-disease network may shed new light on the study of patients with dysplastic spondylolysis and spondylolisthesis as well as high-risk individuals who are asymptomatic.


Subject(s)
Anion Transport Proteins/genetics , Mutation , Spondylolysis/genetics , Adult , Aged , Amino Acid Sequence , Animals , Anion Transport Proteins/chemistry , Female , Humans , In Situ Hybridization , Male , Middle Aged , Molecular Sequence Data , Pedigree , Sequence Homology, Amino Acid , Spondylolysis/physiopathology , Sulfate Transporters
7.
Genet Med ; 17(12): 971-9, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25741867

ABSTRACT

PURPOSE: Genetic etiology of congenital/infantile nystagmus remains largely unknown. This study aimed to identify genomic mutations in patients with infantile nystagmus and an associated disease network. METHODS: Patients with inherited and sporadic infantile nystagmus were recruited for whole-exome and Sanger sequencing. ß-Mannosidase activities were measured. Gene expression, protein-protein interaction, and nystagmus-associated lysosomal storage disease (LSD) genes were analyzed. RESULTS: A novel heterozygous mutation (c.2013G>A; p.R638H) of MANBA, which encodes lysosomal ß-mannosidase, was identified in patients with autosomal-dominant nystagmus. An additional mutation (c.2346T>A; p.L749H) in MANBA was found by screening patients with sporadic nystagmus. MANBA was expressed in the pretectal nucleus of the developing midbrain, known to be involved in oculomotor and optokinetic nystagmus. Functional validation of these mutations demonstrated a significant decrease of ß-mannosidase activities in the patients as well as in mutant-transfected HEK293T cells. Further analysis revealed that nystagmus is present in at least 24 different LSDs involving the brain. CONCLUSION: This is the first identification of MANBA mutations in patients with autosomal-dominant nystagmus, suggesting a new clinical entity. Because ß-mannosidase activities are required for development of the oculomotor nervous system, our findings shed new light on the role of LSD-associated genes in the pathogenesis of infantile nystagmus.


Subject(s)
Mutation , Nystagmus, Congenital/genetics , beta-Mannosidase/genetics , High-Throughput Nucleotide Sequencing , Humans , Lysosomal Storage Diseases/genetics , Nystagmus, Congenital/enzymology , Nystagmus, Congenital/physiopathology
8.
J Med Genet ; 52(4): 275-81, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25596308

ABSTRACT

OBJECTIVES: Recently, several studies documented that de novo mutations (DNMs) play important roles in the aetiology of sporadic diseases. Next-generation sequencing (NGS) enables variant calling at single-base resolution on a genome-wide scale. However, accurate identification of DNMs from NGS data still remains a major challenge. We developed mirTrios, a web server, to accurately detect DNMs and rare inherited mutations from NGS data in sporadic diseases. METHODS: The expectation-maximisation (EM) model was adopted to accurately identify DNMs from variant call files of a trio generated by GATK (Genome Analysis Toolkit). The GATK results, which contain certain basic properties (such as PL, PRT and PART), are iteratively integrated into the EM model to strike a threshold for DNMs detection. Training sets of true and false positive DNMs in the EM model were built from whole genome sequencing data of 64 trios. RESULTS: With our in-house whole exome sequencing datasets from 20 trios, mirTrios totally identified 27 DNMs in the coding region, 25 of which (92.6%) are validated as true positives. In addition, to facilitate the interpretation of diverse mutations, mirTrios can also be employed in the identification of rare inherited mutations. Embedded with abundant annotation of DNMs and rare inherited mutations, mirTrios also supports known diagnostic variants and causative gene identification, as well as the prioritisation of novel and promising candidate genes. CONCLUSIONS: mirTrios provides an intuitive interface for the general geneticist and clinician, and can be widely used for detection of DNMs and rare inherited mutations, and annotation in sporadic diseases. mirTrios is freely available at http://centre.bioinformatics.zj.cn/mirTrios/.


Subject(s)
Computational Biology/methods , DNA Mutational Analysis/methods , Genetic Testing/methods , High-Throughput Nucleotide Sequencing/methods , Models, Genetic , Sequence Analysis, DNA/methods , Humans , Mutation
9.
Nucleic Acids Res ; 43(Database issue): D893-9, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25324312

ABSTRACT

Epilepsy is one of the most prevalent chronic neurological disorders, afflicting about 3.5-6.5 per 1000 children and 10.8 per 1000 elderly people. With intensive effort made during the last two decades, numerous genes and mutations have been published to be associated with the disease. An organized resource integrating and annotating the ever-increasing genetic data will be imperative to acquire a global view of the cutting-edge in epilepsy research. Herein, we developed EpilepsyGene (http://61.152.91.49/EpilepsyGene). It contains cumulative to date 499 genes and 3931 variants associated with 331 clinical phenotypes collected from 818 publications. Furthermore, in-depth data mining was performed to gain insights into the understanding of the data, including functional annotation, gene prioritization, functional analysis of prioritized genes and overlap analysis focusing on the comorbidity. An intuitive web interface to search and browse the diversified genetic data was also developed to facilitate access to the data of interest. In general, EpilepsyGene is designed to be a central genetic database to provide the research community substantial convenience to uncover the genetic basis of epilepsy.


Subject(s)
Databases, Nucleic Acid , Epilepsy/genetics , Mutation , Comorbidity , Epilepsy/epidemiology , Gene Regulatory Networks , Genes , Humans , Internet , Molecular Sequence Annotation
10.
Yi Chuan ; 36(11): 1087-98, 2014 Nov.
Article in Chinese | MEDLINE | ID: mdl-25567867

ABSTRACT

Recently, with the decreasing cost of DNA sequencing and improving strategy of data analysis, whole-genome sequencing (WGS) has been used for detection of pathogenic genes in cancer, Mendelian diseases and other complex diseases and gradually become applicable for clinical diagnosis. WGS enables not only the identification of single nucleotide variants (SNVs), insertions and deletions (InDels) both in coding region and non-coding regions, but also the detection of copy number variations (CNVs) and structural variations (SVs) on a genome scale. In this review, we discuss the canonical workflow and methods of bioinformatics analysis in WGS, and its application in disease research and clinical diagnosis. In addition, this review provides an overview in application, progress and challenge on WGS in medical genetics.


Subject(s)
Genetic Diseases, Inborn/diagnosis , Genome, Human , Sequence Analysis, DNA , Humans , Mutation
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