Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 38
Filter
1.
Croat Med J ; 65(3): 249-260, 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38868971

ABSTRACT

The field of forensic DNA analysis has experienced significant advancements over the years, such as the advent of DNA fingerprinting, the introduction of the polymerase chain reaction for increased sensitivity, the shift to a primary genetic marker system based on short tandem repeats, and implementation of national DNA databases. Now, the forensics field is poised for another revolution with the advent of dense single nucleotide polymorphisms (SNPs) testing. SNP testing holds the potential to significantly enhance source attribution in forensic cases, particularly those involving low-quantity or low-quality samples. When coupled with genetic genealogy and kinship analysis, it can resolve countless active cases as well as cold cases and cases of unidentified human remains, which are hindered by the limitations of existing forensic capabilities that fail to generate viable investigative leads with DNA. The field of forensic genetic genealogy combined with genome-wide sequencing can associate relatives as distant as the seventh-degree and beyond. By leveraging volunteer-populated databases to locate near and distant relatives, genetic genealogy can effectively narrow the candidates linked to crime scene evidence or aid in determining the identity of human remains. With decreasing DNA sequencing costs and improving sensitivity of detection, forensic genetic genealogy is expanding its capabilities to generate investigative leads from a wide range of biological evidence.


Subject(s)
DNA Fingerprinting , Forensic Genetics , Polymorphism, Single Nucleotide , Humans , DNA Fingerprinting/methods , Forensic Genetics/methods , Pedigree
2.
Am J Hum Genet ; 97(6): 922-32, 2015 Dec 03.
Article in English | MEDLINE | ID: mdl-26637982

ABSTRACT

We describe an X-linked genetic syndrome associated with mutations in TAF1 and manifesting with global developmental delay, intellectual disability (ID), characteristic facial dysmorphology, generalized hypotonia, and variable neurologic features, all in male individuals. Simultaneous studies using diverse strategies led to the identification of nine families with overlapping clinical presentations and affected by de novo or maternally inherited single-nucleotide changes. Two additional families harboring large duplications involving TAF1 were also found to share phenotypic overlap with the probands harboring single-nucleotide changes, but they also demonstrated a severe neurodegeneration phenotype. Functional analysis with RNA-seq for one of the families suggested that the phenotype is associated with downregulation of a set of genes notably enriched with genes regulated by E-box proteins. In addition, knockdown and mutant studies of this gene in zebrafish have shown a quantifiable, albeit small, effect on a neuronal phenotype. Our results suggest that mutations in TAF1 play a critical role in the development of this X-linked ID syndrome.


Subject(s)
Developmental Disabilities/genetics , Histone Acetyltransferases/genetics , Intellectual Disability/genetics , Neurodegenerative Diseases/genetics , TATA-Binding Protein Associated Factors/genetics , Transcription Factor TFIID/genetics , Adolescent , Animals , Child , Child, Preschool , Developmental Disabilities/metabolism , Developmental Disabilities/pathology , Disease Models, Animal , E-Box Elements , Facies , Family , Gene Expression Regulation , Histone Acetyltransferases/metabolism , Humans , Infant , Inheritance Patterns , Intellectual Disability/metabolism , Intellectual Disability/pathology , Male , Mutation , Neurodegenerative Diseases/metabolism , Neurodegenerative Diseases/pathology , Pedigree , Phenotype , Signal Transduction , TATA-Binding Protein Associated Factors/metabolism , Transcription Factor TFIID/metabolism , Young Adult , Zebrafish
3.
Genome Res ; 25(11): 1591-9, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26290536

ABSTRACT

Tandem repeats (TRs) are stretches of DNA that are highly variable in length and mutate rapidly. They are thus an important source of genetic variation. This variation is highly informative for population and conservation genetics. It has also been associated with several pathological conditions and with gene expression regulation. However, genome-wide surveys of TR variation in humans and closely related species have been scarce due to technical difficulties derived from short-read technology. Here we explored the genome-wide diversity of TRs in a panel of 83 human and nonhuman great ape genomes, in a total of six different species, and studied their impact on gene expression evolution. We found that population diversity patterns can be efficiently captured with short TRs (repeat unit length, 1-5 bp). We examined the potential evolutionary role of TRs in gene expression differences between humans and primates by using 30,275 larger TRs (repeat unit length, 2-50 bp). Genes that contained TRs in the promoters, in their 3' untranslated region, in introns, and in exons had higher expression divergence than genes without repeats in the regions. Polymorphic small repeats (1-5 bp) had also higher expression divergence compared with genes with fixed or no TRs in the gene promoters. Our findings highlight the potential contribution of TRs to human evolution through gene regulation.


Subject(s)
Gene Expression Regulation , Genetic Variation , Microsatellite Repeats , Primates/genetics , 3' Untranslated Regions , Animals , Chromosome Mapping , Evolution, Molecular , Exons , Female , Genetic Loci , Genome, Human , Genotyping Techniques , Humans , Introns , Male , Promoter Regions, Genetic
4.
Nucleic Acids Res ; 44(8): 3750-62, 2016 05 05.
Article in English | MEDLINE | ID: mdl-27060133

ABSTRACT

Despite representing an important source of genetic variation, tandem repeats (TRs) remain poorly studied due to technical difficulties. We hypothesized that TRs can operate as expression (eQTLs) and methylation (mQTLs) quantitative trait loci. To test this we analyzed the effect of variation at 4849 promoter-associated TRs, genotyped in 120 individuals, on neighboring gene expression and DNA methylation. Polymorphic promoter TRs were associated with increased variance in local gene expression and DNA methylation, suggesting functional consequences related to TR variation. We identified >100 TRs associated with expression/methylation levels of adjacent genes. These potential eQTL/mQTL TRs were enriched for overlaps with transcription factor binding and DNaseI hypersensitivity sites, providing a rationale for their effects. Moreover, we showed that most TR variants are poorly tagged by nearby single nucleotide polymorphisms (SNPs) markers, indicating that many functional TR variants are not effectively assayed by SNP-based approaches. Our study assigns biological significance to TR variations in the human genome, and suggests that a significant fraction of TR variations exert functional effects via alterations of local gene expression or epigenetics. We conclude that targeted studies that focus on genotyping TR variants are required to fully ascertain functional variation in the genome.


Subject(s)
DNA Methylation , Gene Expression Regulation , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Tandem Repeat Sequences , Genotyping Techniques , Humans , Linkage Disequilibrium , Quantitative Trait Loci , Sequence Analysis, DNA
5.
Genome Res ; 24(11): 1894-904, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25135957

ABSTRACT

Short tandem repeats are among the most polymorphic loci in the human genome. These loci play a role in the etiology of a range of genetic diseases and have been frequently utilized in forensics, population genetics, and genetic genealogy. Despite this plethora of applications, little is known about the variation of most STRs in the human population. Here, we report the largest-scale analysis of human STR variation to date. We collected information for nearly 700,000 STR loci across more than 1000 individuals in Phase 1 of the 1000 Genomes Project. Extensive quality controls show that reliable allelic spectra can be obtained for close to 90% of the STR loci in the genome. We utilize this call set to analyze determinants of STR variation, assess the human reference genome's representation of STR alleles, find STR loci with common loss-of-function alleles, and obtain initial estimates of the linkage disequilibrium between STRs and common SNPs. Overall, these analyses further elucidate the scale of genetic variation beyond classical point mutations.


Subject(s)
Genetics, Population/methods , Genome, Human/genetics , Microsatellite Repeats/genetics , Polymorphism, Single Nucleotide , Alleles , Gene Frequency , Genetic Variation , Genomics/methods , Genotype , Humans , Linkage Disequilibrium
6.
Genome Res ; 24(7): 1193-208, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24714809

ABSTRACT

The Drosophila melanogaster Genetic Reference Panel (DGRP) is a community resource of 205 sequenced inbred lines, derived to improve our understanding of the effects of naturally occurring genetic variation on molecular and organismal phenotypes. We used an integrated genotyping strategy to identify 4,853,802 single nucleotide polymorphisms (SNPs) and 1,296,080 non-SNP variants. Our molecular population genomic analyses show higher deletion than insertion mutation rates and stronger purifying selection on deletions. Weaker selection on insertions than deletions is consistent with our observed distribution of genome size determined by flow cytometry, which is skewed toward larger genomes. Insertion/deletion and single nucleotide polymorphisms are positively correlated with each other and with local recombination, suggesting that their nonrandom distributions are due to hitchhiking and background selection. Our cytogenetic analysis identified 16 polymorphic inversions in the DGRP. Common inverted and standard karyotypes are genetically divergent and account for most of the variation in relatedness among the DGRP lines. Intriguingly, variation in genome size and many quantitative traits are significantly associated with inversions. Approximately 50% of the DGRP lines are infected with Wolbachia, and four lines have germline insertions of Wolbachia sequences, but effects of Wolbachia infection on quantitative traits are rarely significant. The DGRP complements ongoing efforts to functionally annotate the Drosophila genome. Indeed, 15% of all D. melanogaster genes segregate for potentially damaged proteins in the DGRP, and genome-wide analyses of quantitative traits identify novel candidate genes. The DGRP lines, sequence data, genotypes, quality scores, phenotypes, and analysis and visualization tools are publicly available.


Subject(s)
Drosophila melanogaster/genetics , Genetic Variation , Genome, Insect , Phenotype , Animals , Chromatin/genetics , Chromatin/metabolism , Drosophila melanogaster/microbiology , Female , Genetic Linkage , Genome Size , Genome-Wide Association Study , Genotype , Genotyping Techniques , High-Throughput Nucleotide Sequencing , INDEL Mutation , Linkage Disequilibrium , Male , Molecular Sequence Annotation , Polymorphism, Single Nucleotide , Quantitative Trait, Heritable , Reproducibility of Results
7.
Nucleic Acids Res ; 41(1): e32, 2013 Jan 07.
Article in English | MEDLINE | ID: mdl-23090981

ABSTRACT

Repetitive sequences are biologically and clinically important because they can influence traits and disease, but repeats are challenging to analyse using short-read sequencing technology. We present a tool for genotyping microsatellite repeats called RepeatSeq, which uses Bayesian model selection guided by an empirically derived error model that incorporates sequence and read properties. Next, we apply RepeatSeq to high-coverage genomes from the 1000 Genomes Project to evaluate performance and accuracy. The software uses common formats, such as VCF, for compatibility with existing genome analysis pipelines. Source code and binaries are available at http://github.com/adaptivegenome/repeatseq.


Subject(s)
Genotyping Techniques , Microsatellite Repeats , Software , Bayes Theorem , Genome, Human , Genomics/methods , Genotype , High-Throughput Nucleotide Sequencing , Humans
8.
Hum Mutat ; 34(9): 1304-11, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23696428

ABSTRACT

Although simple tandem repeats (STRs) comprise ~2% of the human genome and represent an important source of polymorphism, this class of variation remains understudied. We have developed a cost-effective strategy for performing targeted enrichment of STR regions that utilizes capture probes targeting the flanking sequences of STR loci, enabling specific capture of DNA fragments containing STRs for subsequent high-throughput sequencing. Utilizing a capture design targeting 6,243 STR loci <94 bp and multiplexing eight individuals in a single Illumina HiSeq2000 sequencing lane we were able to call genotypes in at least one individual for 67.5% of the targeted STRs. We observed a strong relationship between (G+C) content and genotyping rate. STRs with moderate (G+C) content were recovered with >90% success rate, whereas only 12% of STRs with ≥ 80% (G+C) were genotyped in our assay. Analysis of a parent-offspring trio, complete hydatidiform mole samples, repeat analyses of the same individual, and Sanger sequencing-based validation indicated genotyping error rates between 7.6% and 12.4%. The majority of such errors were a single repeat unit at mono- or dinucleotide repeats. Altogether, our STR capture assay represents a cost-effective method that enables multiplexed genotyping of thousands of STR loci suitable for large-scale population studies.


Subject(s)
Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Tandem Repeat Sequences , Base Composition , Genetic Variation , Genome, Human , Genotype , HapMap Project , Humans , Reproducibility of Results
9.
Bioinformatics ; 28(9): 1272-3, 2012 May 01.
Article in English | MEDLINE | ID: mdl-22419780

ABSTRACT

SUMMARY: The affordability of high-throughput sequencing has created an unprecedented surge in the use of genomic data in basic, translational and clinical research. The rapid evolution of sequencing technology, coupled with its broad adoption across biology and medicine, necessitates fast, collaborative interdisciplinary discussion. SEQanswers provides a real-time knowledge-sharing resource to address this need, covering experimental and computational aspects of sequencing and sequence analysis. Developers of popular analysis tools are among the >4000 active members, and ~40 peer-reviewed publications have referenced SEQanswers. AVAILABILITY: The SEQanswers community is freely accessible at http://SEQanswers.com/


Subject(s)
Genomics/methods , High-Throughput Nucleotide Sequencing , Internet , Cooperative Behavior , Genomics/instrumentation , Human Genome Project , Humans , Metagenome
10.
Proc Natl Acad Sci U S A ; 106(24): 9607-12, 2009 Jun 16.
Article in English | MEDLINE | ID: mdl-19482946

ABSTRACT

Expanded triplet repeats have been identified as the genetic basis for a growing number of neurological and skeletal disorders. To examine the contribution of double-strand break repair to CAG x CTG repeat instability in mammalian systems, we developed zinc finger nucleases (ZFNs) that recognize and cleave CAG repeat sequences. Engineered ZFNs use a tandem array of zinc fingers, fused to the FokI DNA cleavage domain, to direct double-strand breaks (DSBs) in a site-specific manner. We first determined that the ZFNs cleave CAG repeats in vitro. Then, using our previously described tissue culture assay for identifying modifiers of CAG repeat instability, we found that transfection of ZFN-expression vectors induced up to a 15-fold increase in changes to the CAG repeat in human and rodent cell lines, and that longer repeats were much more sensitive to cleavage than shorter ones. Analysis of individual colonies arising after treatment revealed a spectrum of events consistent with ZFN-induced DSBs and dominated by repeat contractions. We also found that expressing a dominant-negative form of RAD51 in combination with a ZFN, dramatically reduced the effect of the nuclease, suggesting that DSB-induced repeat instability is mediated, in part, through homology directed repair. These studies identify a ZFN as a useful reagent for characterizing the effects of DSBs on CAG repeats in cells.


Subject(s)
DNA Damage , Genomic Instability , Trinucleotide Repeats , Zinc Fingers , Animals , Base Sequence , CHO Cells , Cricetinae , Cricetulus , DNA , Humans , Mutation
11.
Genome Biol ; 19(1): 120, 2018 08 20.
Article in English | MEDLINE | ID: mdl-30124172

ABSTRACT

With more than 10 million genotyped customers, the consumer genomics industry is maturing and becoming a mainstream phenomenon. At last, innovations and applications, some unforeseen, are being brought to the masses.


Subject(s)
Community Participation , Genetic Testing , Genomics , Humans
12.
Ophthalmic Genet ; 39(6): 754-758, 2018 12.
Article in English | MEDLINE | ID: mdl-30406707

ABSTRACT

BACKGROUND: Loeys-Dietz syndrome (LDS) is a connective tissue disorder that has phenotypic overlap with Marfan syndrome. In LDS, the aortic root dissections can be more aggressive and occur at a younger age than Marfan syndrome. MATERIALS AND METHODS: Review of two cases. RESULTS: A 7-year old boy with history of LDS was found to have a vitreous hemorrhage in the right eye. Further examination showed findings of Familial Exudative Vitreoretinopathy (FEVR). Both eyes were found to have peripheral non-perfusion and neovascularization. A non-related 25-month-old boy with no molecularly confirmed connective tissue disorder was found to have bilateral peripheral non-perfusion and bilateral tractional retinal detachments. The boy was clinically diagnosed with Larsen syndrome, Ehlers-Danlos syndrome kyphoscoliotic form, and Marfan syndrome before presentation. The FEVR lead to consideration of LDS that was molecularly confirmed. Consequently, he was monitored for aortic root dilation. CONCLUSION: FEVR findings may lead to diagnosis of LDS and patients with LDS may present with proliferative retinopathy.


Subject(s)
Aortic Aneurysm, Thoracic/diagnosis , Eye Diseases, Hereditary/diagnosis , Loeys-Dietz Syndrome/diagnosis , Retinal Diseases/diagnosis , Aortic Aneurysm, Thoracic/genetics , Child , Child, Preschool , DNA Mutational Analysis , Eye Diseases, Hereditary/surgery , Familial Exudative Vitreoretinopathies , Humans , Loeys-Dietz Syndrome/genetics , Male , Receptor, Transforming Growth Factor-beta Type II/genetics , Retinal Detachment/diagnosis , Retinal Diseases/surgery , Visual Acuity , Vitrectomy , Vitreoretinopathy, Proliferative/diagnosis , Vitreous Hemorrhage/diagnosis
13.
Bioinformatics ; 22(16): 2049-50, 2006 Aug 15.
Article in English | MEDLINE | ID: mdl-16809388

ABSTRACT

SUMMARY: The Evolutionary Trace Viewer (ETV) provides a one-stop environment in which to run, visualize and interpret Evolutionary Trace (ET) predictions of functional sites in protein structures. ETV is implemented using Java to run across different operating systems using Java Web Start technology. AVAILABILITY: The ETV is available for download from our website at http://mammoth.bcm.tmc.edu/traceview/index.html. This webpage also links to sample trace results and a user manual that describes ET Viewer functions in detail.


Subject(s)
Computational Biology/methods , Proteins/chemistry , Amino Acid Sequence , Computer Graphics , Databases, Protein , Evolution, Molecular , Molecular Sequence Data , Phylogeny , Programming Languages , Sequence Alignment , Sequence Analysis, Protein , Sequence Homology, Amino Acid
14.
BMC Med Genomics ; 10(1): 10, 2017 02 23.
Article in English | MEDLINE | ID: mdl-28228131

ABSTRACT

BACKGROUND: Human Phenotype Ontology (HPO) has risen as a useful tool for precision medicine by providing a standardized vocabulary of phenotypic abnormalities to describe presentations of human pathologies; however, there have been relatively few reports combining whole genome sequencing (WGS) and HPO, especially in the context of structural variants. METHODS: We illustrate an integrative analysis of WGS and HPO using an extended pedigree, which involves Prader-Willi Syndrome (PWS), hereditary hemochromatosis (HH), and dysautonomia-like symptoms. A comprehensive WGS pipeline was used to ensure reliable detection of genomic variants. Beyond variant filtering, we pursued phenotypic prioritization of candidate genes using Phenolyzer. RESULTS: Regarding PWS, WGS confirmed a 5.5 Mb de novo deletion of the parental allele at 15q11.2 to 15q13.1. Phenolyzer successfully returned the diagnosis of PWS, and pinpointed clinically relevant genes in the deletion. Further, Phenolyzer revealed how each of the genes is linked with the phenotypes represented by HPO terms. For HH, WGS identified a known disease variant (p.C282Y) in HFE of an affected female. Analysis of HPO terms alone fails to provide a correct diagnosis, but Phenolyzer successfully revealed the phenotype-genotype relationship using a disease-centric approach. Finally, Phenolyzer also revealed the complexity behind dysautonomia-like symptoms, and seven variants that might be associated with the phenotypes were identified by manual filtering based on a dominant inheritance model. CONCLUSIONS: The integration of WGS and HPO can inform comprehensive molecular diagnosis for patients, eliminate false positives and reveal novel insights into undiagnosed diseases. Due to extreme heterogeneity and insufficient knowledge of human diseases, it is also important that phenotypic and genomic data are standardized and shared simultaneously.


Subject(s)
Genomics , Pedigree , Precision Medicine/methods , Sequence Analysis , DNA Copy Number Variations , False Positive Reactions , Female , Genome, Human/genetics , Humans , Male , Molecular Sequence Annotation , Phenotype , Primary Dysautonomias/genetics
15.
J AAPOS ; 10(3): 212-3, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16814172

ABSTRACT

PURPOSE: To describe a form of acquired esotropia occurring in older adults, which here is termed age-related distance esotropia. METHODS: A retrospective consecutive case series of 26 patients with this condition was reviewed. RESULTS: The patients ranged in age from 62 to 91 years old with a median age of 77 years. The distance deviation varied from 4 prism diopters (PD) ET (esotropia) to 20 PD ET, with a median angle of 9 PD ET. At near fixation, the measurements ranged from 9 PD ET' to 10 PD X' (exophoria), with a median deviation of 3 PD ET'. Ductions and versions were full, with no evidence of lateral rectus paresis. None of these patients had an obvious underlying neurologic disorder, such as tumor or stroke. Treatment consisted of prescribing the minimum prismatic correction that eliminated distance diplopia, which was then incorporated into the patients' current spectacles. This treatment successfully eliminated the symptoms in all patients. No patient in this study required surgery. CONCLUSION: A distinctive form of strabismus occurs in older adults that is characterized by esotropia greater at distance than near fixation. The etiology of this disorder is unknown, but it is likely secondary to anatomical changes in the orbit and/or muscles associated with aging. Most patients are readily corrected by prisms but, surgical correction might be required in some cases.


Subject(s)
Esotropia/physiopathology , Age Factors , Aged , Aged, 80 and over , Disease Progression , Esotropia/therapy , Eye Movements/physiology , Eyeglasses , Female , Follow-Up Studies , Humans , Male , Middle Aged , Prognosis , Refraction, Ocular , Retrospective Studies , Severity of Illness Index
16.
Nat Genet ; 48(6): 593-9, 2016 06.
Article in English | MEDLINE | ID: mdl-27111036

ABSTRACT

We report the sequences of 1,244 human Y chromosomes randomly ascertained from 26 worldwide populations by the 1000 Genomes Project. We discovered more than 65,000 variants, including single-nucleotide variants, multiple-nucleotide variants, insertions and deletions, short tandem repeats, and copy number variants. Of these, copy number variants contribute the greatest predicted functional impact. We constructed a calibrated phylogenetic tree on the basis of binary single-nucleotide variants and projected the more complex variants onto it, estimating the number of mutations for each class. Our phylogeny shows bursts of extreme expansion in male numbers that have occurred independently among each of the five continental superpopulations examined, at times of known migrations and technological innovations.


Subject(s)
Chromosomes, Human, Y , Demography , Haplotypes , Humans , Male , Mutation , Phylogeny , Polymorphism, Single Nucleotide
17.
Nat Commun ; 6: 6275, 2015 Feb 25.
Article in English | MEDLINE | ID: mdl-25711446

ABSTRACT

The standardization and performance testing of analysis tools is a prerequisite to widespread adoption of genome-wide sequencing, particularly in the clinic. However, performance testing is currently complicated by the paucity of standards and comparison metrics, as well as by the heterogeneity in sequencing platforms, applications and protocols. Here we present the genome comparison and analytic testing (GCAT) platform to facilitate development of performance metrics and comparisons of analysis tools across these metrics. Performance is reported through interactive visualizations of benchmark and performance testing data, with support for data slicing and filtering. The platform is freely accessible at http://www.bioplanet.com/gcat.


Subject(s)
Genomics , Software , Benchmarking , Genetic Variation , Humans
18.
Pediatr Clin North Am ; 50(1): 189-96, 2003 Feb.
Article in English | MEDLINE | ID: mdl-12713112

ABSTRACT

Amblyopia is a serious medical condition affecting tens of millions of individuals around the world. For the most part it is correctable, assuming that it is promptly recognized and vigorously treated. Amblyopia may result from form deprivation, anisometropia, or strabismus in infants and young children. Basic research in animal models has shown that the major pathologic changes in amblyopia occur in the visual cortex of the brain. The mainstay of treatment remains patching, although penalization has a role to play in the management of moderate degrees of amblyopia. Better methods for early identification of patients with amblyopia are being developed, along with newer novel methods of treatment.


Subject(s)
Amblyopia/diagnosis , Amblyopia/classification , Amblyopia/physiopathology , Amblyopia/therapy , Child , Humans , Infant , Vision Screening
19.
Comput Methods Programs Biomed ; 68(2): 177-81, 2002 May.
Article in English | MEDLINE | ID: mdl-11932033

ABSTRACT

An integrated software package has been developed to provide convenient graphical and textual analysis of a variety of genomic sequence features, free of charge to the biomedical research community. This package, called sequence information and genomic analysis, is available as either a stand-alone or a web-based version to enable greater versatility in access and utilization. The package can be accessed or downloaded at the following URL: http://innovation.swmed.edu/signal.htm.


Subject(s)
Genomics/statistics & numerical data , Sequence Analysis/statistics & numerical data , Software , Algorithms , Computer Graphics
20.
Genome Biol ; 15(12): 556, 2014 Dec 11.
Article in English | MEDLINE | ID: mdl-25517439

ABSTRACT

Scientific publishers must shake off three centuries of publishing on paper and embrace 21st century technology to make scientific communication more intelligible, reproducible, engaging and rapidly available.


Subject(s)
Publishing/trends , Science , Biomedical Research/trends , History, 21st Century , Humans , Internet , Research Personnel , Science/trends
SELECTION OF CITATIONS
SEARCH DETAIL