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1.
Sci Rep ; 14(1): 5630, 2024 03 07.
Article in English | MEDLINE | ID: mdl-38453993

ABSTRACT

With the Neolithic transition, human lifestyle shifted from hunting and gathering to farming. This change altered subsistence patterns, cultural expression, and population structures as shown by the archaeological/zooarchaeological record, as well as by stable isotope and ancient DNA data. Here, we used metagenomic data to analyse if the transitions also impacted the microbiome composition in 25 Mesolithic and Neolithic hunter-gatherers and 13 Neolithic farmers from several Scandinavian Stone Age cultural contexts. Salmonella enterica, a bacterium that may have been the cause of death for the infected individuals, was found in two Neolithic samples from Battle Axe culture contexts. Several species of the bacterial genus Yersinia were found in Neolithic individuals from Funnel Beaker culture contexts as well as from later Neolithic context. Transmission of e.g. Y. enterocolitica may have been facilitated by the denser populations in agricultural contexts.


Subject(s)
DNA, Mitochondrial , Microbiota , Yersinia , Humans , Agriculture , DNA, Mitochondrial/genetics , Europe , History, Ancient , Yersinia/classification , Yersinia/isolation & purification
2.
Genome Biol ; 24(1): 242, 2023 10 23.
Article in English | MEDLINE | ID: mdl-37872569

ABSTRACT

Analysis of microbial data from archaeological samples is a growing field with great potential for understanding ancient environments, lifestyles, and diseases. However, high error rates have been a challenge in ancient metagenomics, and the availability of computational frameworks that meet the demands of the field is limited. Here, we propose aMeta, an accurate metagenomic profiling workflow for ancient DNA designed to minimize the amount of false discoveries and computer memory requirements. Using simulated data, we benchmark aMeta against a current state-of-the-art workflow and demonstrate its superiority in microbial detection and authentication, as well as substantially lower usage of computer memory.


Subject(s)
Metagenome , Metagenomics , Workflow , Archaeology , DNA, Ancient
3.
PLoS Genet ; 19(6): e1010801, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37390104

ABSTRACT

Sex chromosomes have evolved repeatedly across the tree of life and often exhibit extreme size dimorphism due to genetic degeneration of the sex-limited chromosome (e.g. the W chromosome of some birds and Y chromosome of mammals). However, in some lineages, ancient sex-limited chromosomes have escaped degeneration. Here, we study the evolutionary maintenance of sex chromosomes in the ostrich (Struthio camelus), where the W remains 65% the size of the Z chromosome, despite being more than 100 million years old. Using genome-wide resequencing data, we show that the population scaled recombination rate of the pseudoautosomal region (PAR) is higher than similar sized autosomes and is correlated with pedigree-based recombination rate in the heterogametic females, but not homogametic males. Genetic variation within the sex-linked region (SLR) (π = 0.001) was significantly lower than in the PAR, consistent with recombination cessation. Conversely, genetic variation across the PAR (π = 0.0016) was similar to that of autosomes and dependent on local recombination rates, GC content and to a lesser extent, gene density. In particular, the region close to the SLR was as genetically diverse as autosomes, likely due to high recombination rates around the PAR boundary restricting genetic linkage with the SLR to only ~50Kb. The potential for alleles with antagonistic fitness effects in males and females to drive chromosome degeneration is therefore limited. While some regions of the PAR had divergent male-female allele frequencies, suggestive of sexually antagonistic alleles, coalescent simulations showed this was broadly consistent with neutral genetic processes. Our results indicate that the degeneration of the large and ancient sex chromosomes of the ostrich may have been slowed by high recombination in the female PAR, reducing the scope for the accumulation of sexually antagonistic variation to generate selection for recombination cessation.


Subject(s)
Struthioniformes , Male , Animals , Female , Struthioniformes/genetics , Evolution, Molecular , Recombination, Genetic , Sex Chromosomes/genetics , Biological Evolution , Mammals/genetics
4.
Elife ; 122023 06 21.
Article in English | MEDLINE | ID: mdl-37342968

ABSTRACT

Simulation is a key tool in population genetics for both methods development and empirical research, but producing simulations that recapitulate the main features of genomic datasets remains a major obstacle. Today, more realistic simulations are possible thanks to large increases in the quantity and quality of available genetic data, and the sophistication of inference and simulation software. However, implementing these simulations still requires substantial time and specialized knowledge. These challenges are especially pronounced for simulating genomes for species that are not well-studied, since it is not always clear what information is required to produce simulations with a level of realism sufficient to confidently answer a given question. The community-developed framework stdpopsim seeks to lower this barrier by facilitating the simulation of complex population genetic models using up-to-date information. The initial version of stdpopsim focused on establishing this framework using six well-characterized model species (Adrion et al., 2020). Here, we report on major improvements made in the new release of stdpopsim (version 0.2), which includes a significant expansion of the species catalog and substantial additions to simulation capabilities. Features added to improve the realism of the simulated genomes include non-crossover recombination and provision of species-specific genomic annotations. Through community-driven efforts, we expanded the number of species in the catalog more than threefold and broadened coverage across the tree of life. During the process of expanding the catalog, we have identified common sticking points and developed the best practices for setting up genome-scale simulations. We describe the input data required for generating a realistic simulation, suggest good practices for obtaining the relevant information from the literature, and discuss common pitfalls and major considerations. These improvements to stdpopsim aim to further promote the use of realistic whole-genome population genetic simulations, especially in non-model organisms, making them available, transparent, and accessible to everyone.


Subject(s)
Genome , Software , Computer Simulation , Genetics, Population , Genomics
5.
Sci Rep ; 10(1): 1744, 2020 Jan 29.
Article in English | MEDLINE | ID: mdl-31996742

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

6.
Sci Rep ; 9(1): 7785, 2019 05 23.
Article in English | MEDLINE | ID: mdl-31123324

ABSTRACT

Impaired insulin secretion from pancreatic islets is a hallmark of type 2 diabetes (T2D). Altered chromatin structure may contribute to the disease. We therefore studied the impact of T2D on open chromatin in human pancreatic islets. We used assay for transposase-accessible chromatin using sequencing (ATAC-seq) to profile open chromatin in islets from T2D and non-diabetic donors. We identified 57,105 and 53,284 ATAC-seq peaks representing open chromatin regions in islets of non-diabetic and diabetic donors, respectively. The majority of ATAC-seq peaks mapped near transcription start sites. Additionally, peaks were enriched in enhancer regions and in regions where islet-specific transcription factors (TFs), e.g. FOXA2, MAFB, NKX2.2, NKX6.1 and PDX1, bind. Islet ATAC-seq peaks overlap with 13 SNPs associated with T2D (e.g. rs7903146, rs2237897, rs757209, rs11708067 and rs878521 near TCF7L2, KCNQ1, HNF1B, ADCY5 and GCK, respectively) and with additional 67 SNPs in LD with known T2D SNPs (e.g. SNPs annotated to GIPR, KCNJ11, GLIS3, IGF2BP2, FTO and PPARG). There was enrichment of open chromatin regions near highly expressed genes in human islets. Moreover, 1,078 open chromatin peaks, annotated to 898 genes, differed in prevalence between diabetic and non-diabetic islet donors. Some of these peaks are annotated to candidate genes for T2D and islet dysfunction (e.g. HHEX, HMGA2, GLIS3, MTNR1B and PARK2) and some overlap with SNPs associated with T2D (e.g. rs3821943 near WFS1 and rs508419 near ANK1). Enhancer regions and motifs specific to key TFs including BACH2, FOXO1, FOXA2, NEUROD1, MAFA and PDX1 were enriched in differential islet ATAC-seq peaks of T2D versus non-diabetic donors. Our study provides new understanding into how T2D alters the chromatin landscape, and thereby accessibility for TFs and gene expression, in human pancreatic islets.


Subject(s)
Chromatin/metabolism , Diabetes Mellitus, Type 2/metabolism , Islets of Langerhans/metabolism , Aged , Chromatin Immunoprecipitation Sequencing , Female , Gene Expression , Homeobox Protein Nkx-2.2 , Homeodomain Proteins , Humans , Male , Middle Aged , Nuclear Proteins , Transcription Factors
7.
Int J Cardiol ; 228: 742-748, 2017 Feb 01.
Article in English | MEDLINE | ID: mdl-27886618

ABSTRACT

BACKGROUND: Germline genetic variants are an important cause of dilated cardiomyopathy (DCM). However, recent sequencing studies have revealed rare variants in DCM-associated genes also in individuals without known heart disease. In this study, we investigate variant prevalence and genotype-phenotype correlations in Swedish DCM patients, and compare their genetic variants to those detected in reference cohorts. METHODS AND RESULTS: We sequenced the coding regions of 41 DCM-associated genes in 176 unrelated patients with idiopathic DCM and found 102 protein-altering variants with an allele frequency of <0.04% in reference cohorts; the majority were missense variants not previously described in DCM. Fifty-five (31%) patients had one variant, and 24 (14%) patients had two or more variants in the analysed genes. Detection of genetic variants in any gene, and in LMNA, MYH7 or TTN alone, was associated with early onset disease and reduced transplant-free survival. As expected, nonsense and frameshift variants were more common in DCM patients than in healthy individuals of the reference cohort 1000 Genomes Europeans. Surprisingly however, the prevalence, conservation and pathogenicity scores, and localization of missense variants were similar in DCM patients and healthy reference individuals. CONCLUSION: To our knowledge, this is the first study to identify correlations between genotype and prognosis when sequencing a large number of genes in unselected DCM patients. The similar distribution of missense variants in DCM patients and healthy reference individuals questions the pathogenic role of many variants, and suggests that results from genetic testing of DCM patients should be interpreted with caution.


Subject(s)
Cardiomyopathy, Dilated/genetics , Adolescent , Adult , Aged , Cardiomyopathy, Dilated/mortality , Cardiomyopathy, Dilated/therapy , Case-Control Studies , Female , Gene Frequency , Genome-Wide Association Study , Humans , Male , Middle Aged , Mutation, Missense , Survival Analysis , Sweden , Young Adult
8.
PLoS One ; 11(12): e0167453, 2016.
Article in English | MEDLINE | ID: mdl-27977724

ABSTRACT

Helminth infections and allergic diseases are associated with IgE hyperresponsiveness but the genetics of this phenotype remain to be defined. Susceptibility to Ascaris lumbricoides infection and antibody levels to this helminth are associated with polymorphisms in locus 13q33-34. We aimed to explore this and other genomic regions to identify genetic variants associated with the IgE responsiveness in humans. Forty-eight subjects from Cartagena, Colombia, with extreme values of specific IgE to Ascaris and ABA-1, a resistance marker of this nematode, were selected for targeted resequencing. Burden analyses were done comparing extreme groups for IgE values. One-hundred one SNPs were genotyped in 1258 individuals of two well-characterized populations from Colombia and Sweden. Two low-frequency coding variants in the gene encoding the Acidic Mammalian Chitinase (CHIA rs79500525, rs139812869, tagged by rs10494133) were found enriched in high IgE responders to ABA-1 and confirmed by genetic association analyses. The SNP rs4950928 in the Chitinase 3 Like 1 gene (CHI3L1) was associated with high IgE to ABA-1 in Colombians and with high IgE to Bet v 1 in the Swedish population. CHIA rs10494133 and ABDH13 rs3783118 were associated with IgE responses to Ascaris. SNPs in the Tumor Necrosis Factor Superfamily Member 13b gene (TNFSF13B) encoding the cytokine B cell activating Factor were associated with high levels of total IgE in both populations. This is the first report on the association between low-frequency and common variants in the chitinases-related genes CHIA and CHI3L1 with the intensity of specific IgE to ABA-1 in a population naturally exposed to Ascaris and with Bet v 1 in a Swedish population. Our results add new information about the genetic influences of human IgE responsiveness; since the genes encode for enzymes involved in the immune response to parasitic infections, they could be helpful for understanding helminth immunity and allergic responses. We also confirmed that TNFSF13B has an important and conserved role in the regulation of total IgE levels, which supports potential evolutionary links between helminth immunity and allergic response.


Subject(s)
Allergens/immunology , Antigens, Plant/immunology , Chitinase-3-Like Protein 1/genetics , Chitinases/genetics , Helminth Proteins/immunology , Hypersensitivity/genetics , Immunoglobulin E/genetics , Adolescent , Adult , Female , Humans , Hypersensitivity/immunology , Immunoglobulin E/immunology , Male , Middle Aged , Pollen/immunology , Young Adult
9.
Genes Chromosomes Cancer ; 55(7): 601-11, 2016 07.
Article in English | MEDLINE | ID: mdl-27074266

ABSTRACT

We applied a targeted sequencing approach to identify germline mutations conferring a moderately to highly increased risk of cutaneous and uveal melanoma. Ninety-two high-risk melanoma patients were screened for inherited variation in 120 melanoma candidate genes. Observed gene variants were filtered based on frequency in reference populations, cosegregation with melanoma in families and predicted functional effect. Several novel or rare genetic variants in genes involved in DNA damage response, cell-cycle regulation and transcriptional control were identified in melanoma patients. Among identified genetic alterations was an extremely rare variant (minor allele frequency of 0.00008) in the BRIP1 gene that was found to cosegregate with the melanoma phenotype. We also found a rare nonsense variant in the BRCA2 gene (rs11571833), previously associated with cancer susceptibility but not with melanoma, which showed weak association with melanoma susceptibility in the Swedish population. Our results add to the growing knowledge about genetic factors associated with melanoma susceptibility and also emphasize the role of DNA damage response as an important factor in melanoma etiology. © 2016 Wiley Periodicals, Inc.


Subject(s)
BRCA2 Protein/genetics , DNA Damage/genetics , DNA-Binding Proteins/genetics , Genetic Predisposition to Disease , Germ-Line Mutation/genetics , Melanoma/genetics , RNA Helicases/genetics , Adult , Aged , Aged, 80 and over , Case-Control Studies , DNA, Neoplasm/analysis , DNA, Neoplasm/genetics , Fanconi Anemia Complementation Group Proteins , Female , Follow-Up Studies , Humans , Male , Melanoma/pathology , Middle Aged , Pedigree , Prognosis
10.
Br J Haematol ; 171(4): 478-90, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26255870

ABSTRACT

Refractory anaemia with ring sideroblasts (RARS) is distinguished by hyperplastic inefficient erythropoiesis, aberrant mitochondrial ferritin accumulation and anaemia. Heterozygous mutations in the spliceosome gene SF3B1 are found in a majority of RARS cases. To explore the link between SF3B1 mutations and anaemia, we studied mutated RARS CD34(+) marrow cells with regard to transcriptome sequencing, splice patterns and mutational allele burden during erythroid differentiation. Transcriptome profiling during early erythroid differentiation revealed a marked up-regulation of genes involved in haemoglobin synthesis and in the oxidative phosphorylation process, and down-regulation of mitochondrial ABC transporters compared to normal bone marrow. Moreover, mis-splicing of genes involved in transcription regulation, particularly haemoglobin synthesis, was confirmed, indicating a compromised haemoglobinization during RARS erythropoiesis. In order to define the phase during which erythroid maturation of SF3B1 mutated cells is most affected, we assessed allele burden during erythroid differentiation in vitro and in vivo and found that SF3B1 mutated erythroblasts showed stable expansion until late erythroblast stage but that terminal maturation to reticulocytes was significantly reduced. In conclusion, SF3B1 mutated RARS progenitors display impaired splicing with potential downstream consequences for genes of key importance for haemoglobin synthesis and terminal erythroid differentiation.


Subject(s)
Anemia, Refractory/genetics , Anemia, Sideroblastic/genetics , Erythropoiesis/genetics , Hemoglobins/biosynthesis , Phosphoproteins/genetics , RNA Splicing/genetics , Ribonucleoprotein, U2 Small Nuclear/genetics , Aged , Aged, 80 and over , Anemia, Refractory/blood , Anemia, Sideroblastic/blood , Biological Transport/genetics , Gene Expression Profiling , Genes, Tumor Suppressor , Genetic Heterogeneity , Humans , Iron/metabolism , Phosphoproteins/physiology , Protein Isoforms/genetics , RNA Splicing Factors , RNA, Messenger/genetics , Ribonucleoprotein, U2 Small Nuclear/physiology , Sequence Analysis, RNA , Signal Transduction/genetics
12.
PLoS One ; 9(8): e102949, 2014.
Article in English | MEDLINE | ID: mdl-25089626

ABSTRACT

Infertility is a worldwide concern that can be treated with in vitro fertilization (IVF). Improvements in IVF and infertility treatment depend largely on better understanding of the molecular mechanisms for human preimplantation development. Several large-scale studies have been conducted to identify gene expression patterns for the first five days of human development, and many functional studies utilize mouse as a model system. We have identified genes of possible importance for this time period by analyzing human microarray data and available data from online databases. We selected 70 candidate genes for human preimplantation development and investigated their expression in the early mouse development from oocyte to the 8-cell stage. Maternally loaded genes expectedly decreased in expression during development both in human and mouse. We discovered that 25 significantly upregulated genes after fertilization in human included 13 genes whose orthologs in mouse behaved differently and mimicked the expression profile of maternally expressed genes. Our findings highlight many significant differences in gene expression patterns during mouse and human preimplantation development. We also describe four cancer-testis antigen families that are also highly expressed in human embryos: PRAME, SSX, GAGE and MAGEA.


Subject(s)
Embryo, Mammalian/metabolism , Embryonic Development/genetics , Gene Expression Profiling , Gene Expression Regulation, Developmental , Animals , Antigens, Neoplasm/genetics , Antigens, Neoplasm/metabolism , Blastocyst/metabolism , Cluster Analysis , Female , Humans , Male , Mice , Multigene Family
13.
Am J Hum Genet ; 94(1): 23-32, 2014 Jan 02.
Article in English | MEDLINE | ID: mdl-24360809

ABSTRACT

Mutations in interferon regulatory factor 6 (IRF6) account for ∼70% of cases of Van der Woude syndrome (VWS), the most common syndromic form of cleft lip and palate. In 8 of 45 VWS-affected families lacking a mutation in IRF6, we found coding mutations in grainyhead-like 3 (GRHL3). According to a zebrafish-based assay, the disease-associated GRHL3 mutations abrogated periderm development and were consistent with a dominant-negative effect, in contrast to haploinsufficiency seen in most VWS cases caused by IRF6 mutations. In mouse, all embryos lacking Grhl3 exhibited abnormal oral periderm and 17% developed a cleft palate. Analysis of the oral phenotype of double heterozygote (Irf6(+/-);Grhl3(+/-)) murine embryos failed to detect epistasis between the two genes, suggesting that they function in separate but convergent pathways during palatogenesis. Taken together, our data demonstrated that mutations in two genes, IRF6 and GRHL3, can lead to nearly identical phenotypes of orofacial cleft. They supported the hypotheses that both genes are essential for the presence of a functional oral periderm and that failure of this process contributes to VWS.


Subject(s)
Abnormalities, Multiple/pathology , Cleft Lip/pathology , Cleft Palate/pathology , Cysts/pathology , DNA-Binding Proteins/genetics , Lip/abnormalities , Transcription Factors/genetics , Abnormalities, Multiple/genetics , Alleles , Animals , Cleft Lip/genetics , Cleft Palate/genetics , Cysts/genetics , DNA-Binding Proteins/metabolism , Gene Expression Regulation, Developmental , Genotype , Humans , Hybridization, Genetic , Interferon Regulatory Factors/genetics , Interferon Regulatory Factors/metabolism , Lip/pathology , Mice , Mice, Knockout , Mutation, Missense , Pedigree , Phenotype , Sequence Analysis, DNA , Transcription Factors/metabolism , Zebrafish/embryology , Zebrafish/genetics
14.
BMC Dev Biol ; 11: 30, 2011 May 24.
Article in English | MEDLINE | ID: mdl-21609443

ABSTRACT

BACKGROUND: The transition from fertilized egg to embryo is accompanied by a multitude of changes in gene expression, and the transcriptional events that underlie these processes have not yet been fully characterized. In this study RNA-Seq is used to compare the transcription profiles of four early developmental stages in zebrafish (Danio rerio) on a global scale. RESULTS: An average of 79 M total reads were detected from the different stages. Out of the total number of reads 65% - 73% reads were successfully mapped and 36% - 44% out of those were uniquely mapped. The total number of detected unique gene transcripts was 11187, of which 10096 were present at 1-cell stage. The largest number of common transcripts was observed between 1-cell stage and 16-cell stage. An enrichment of gene transcripts with molecular functions of DNA binding, protein folding and processing as well as metal ion binding was observed with progression of development. The sequence data (accession number ERP000635) is available at the European Nucleotide Archive. CONCLUSION: Clustering of expression profiles shows that a majority of the detected gene transcripts are present at steady levels, and thus a minority of the gene transcripts clusters as increasing or decreasing in expression over the four investigated developmental stages. The three earliest developmental stages were similar when comparing highly expressed genes, whereas the 50% epiboly stage differed from the other three stages in the identity of highly expressed genes, number of uniquely expressed genes and enrichment of GO molecular functions. Taken together, these observations indicate a major transition in gene regulation and transcriptional activity taking place between the 512-cell and 50% epiboly stages, in accordance with previous studies.


Subject(s)
Gene Expression Profiling , Gene Expression Regulation, Developmental , Zebrafish/embryology , Zebrafish/genetics , Animals , Sequence Analysis, RNA , Zebrafish Proteins/analysis , Zebrafish Proteins/genetics
15.
PLoS One ; 2(2): e254, 2007 Feb 28.
Article in English | MEDLINE | ID: mdl-17330142

ABSTRACT

Recent studies on chromosome conformation show that chromosomes colocalize in the nucleus, bringing together active genes in transcription factories. This spatial proximity of actively transcribing genes could provide a means for RNA interaction at the transcript level. We have screened public databases for chimeric EST and mRNA sequences with the intent of mapping transcription-induced interchromosomal interactions. We suggest that chimeric transcripts may be the result of close encounters of active genes, either as functional products or "noise" in the transcription process, and that they could be used as probes for chromosome interactions. We have found a total of 5,614 chimeric ESTs and 587 chimeric mRNAs that meet our selection criteria. Due to their higher quality, the mRNA findings are of particular interest and we hope that they may serve as food for thought for specialists in diverse areas of molecular biology.


Subject(s)
Chromosome Mapping , Chromosomes, Human/genetics , Epistasis, Genetic , Expressed Sequence Tags , Intranuclear Space/ultrastructure , Mutant Chimeric Proteins/genetics , RNA, Messenger/genetics , Recombination, Genetic , Transcription, Genetic , Artifacts , Chromosomes, Human/ultrastructure , Databases, Nucleic Acid , Exons/genetics , Gene Library , Humans , Models, Genetic , RNA Splicing
16.
Bioinformatics ; 21(10): 2528-30, 2005 May 15.
Article in English | MEDLINE | ID: mdl-15746291

ABSTRACT

UNLABELLED: Forage is an application which uses two neural networks for detecting single nucleotide polymorphisms (SNPs). Potential SNP candidates are identified in multiple alignments. Each candidate is then represented by a vector of features, which is classified as SNP or monomorphic by the networks. A validated dataset of SNPs was constructed from experimentally verified SNP data and used for network training and method evalutation. AVAILABILITY: The package is available at biobase.biotech.kth.se/forage/


Subject(s)
Algorithms , Chromosome Mapping/methods , DNA Mutational Analysis/methods , Neural Networks, Computer , Polymorphism, Single Nucleotide/genetics , Sequence Alignment/methods , Sequence Analysis, DNA/methods , Base Sequence , Humans , Molecular Sequence Data , Software
17.
Proc Natl Acad Sci U S A ; 101(38): 13951-6, 2004 Sep 21.
Article in English | MEDLINE | ID: mdl-15353603

ABSTRACT

Trees present a life form of paramount importance for terrestrial ecosystems and human societies because of their ecological structure and physiological function and provision of energy and industrial materials. The genus Populus is the internationally accepted model for molecular tree biology. We have analyzed 102,019 Populus ESTs that clustered into 11,885 clusters and 12,759 singletons. We also provide >4,000 assembled full clone sequences to serve as a basis for the upcoming annotation of the Populus genome sequence. A public web-based EST database (POPULUSDB) provides digital expression profiles for 18 tissues that comprise the majority of differentiated organs. The coding content of Populus and Arabidopsis genomes shows very high similarity, indicating that differences between these annual and perennial angiosperm life forms result primarily from differences in gene regulation. The high similarity between Populus and Arabidopsis will allow studies of Populus to directly benefit from the detailed functional genomic information generated for Arabidopsis, enabling detailed insights into tree development and adaptation. These data will also valuable for functional genomic efforts in Arabidopsis.


Subject(s)
Expressed Sequence Tags , Genome, Plant , Genomics/methods , Plant Proteins/genetics , Populus/genetics , Ecosystem , Humans , Phylogeny , Species Specificity
18.
Gene ; 310: 39-47, 2003 May 22.
Article in English | MEDLINE | ID: mdl-12801631

ABSTRACT

Monitoring of differential gene expression is an important step towards understanding of gene function. We describe a comparison of the representational difference analysis (RDA) subtraction process with corresponding microarray analysis. The subtraction steps are followed in a quantitative manner using a shotgun cloning and sequencing procedure that includes over 1900 gene sequences. In parallel, the enriched transcripts are spotted onto microarrays facilitating large scale hybridization analysis of the representations and the difference products. We show by the shotgun procedure that there is a high diversity of gene fragments represented in the iterative RDA products (92-67% singletons) with a low number of shared sequences (<9%) between subsequent subtraction cycles. A non redundant set of 1141 RDA clones were immobilized on glass slides and the majority of these clones (97%) gave repeated good fluorescent signals in a subsequent hybridization of the labelled and amplified original cDNA. We observed only a low number of false positives (<2%) and a more than twofold differential expression for 32% (363) of the immobilized RDA clones. In conclusion, we show that by random sequencing of the difference products we obtained an accurate transcript profile of the individual steps and that large-scale confirmation of the obtained transcripts can be achieved by microarray analysis.


Subject(s)
Cloning, Molecular/methods , Oligonucleotide Array Sequence Analysis , RNA, Messenger/genetics , Cell Line , DNA, Complementary/chemistry , DNA, Complementary/genetics , Down-Regulation/drug effects , Down-Regulation/genetics , Gene Expression Regulation/drug effects , Humans , Lipoproteins, LDL/pharmacology , RNA, Messenger/drug effects , RNA, Messenger/metabolism , Sequence Analysis, DNA , Transcription, Genetic/drug effects , Up-Regulation/drug effects , Up-Regulation/genetics
19.
Nucleic Acids Res ; 31(8): 2217-26, 2003 Apr 15.
Article in English | MEDLINE | ID: mdl-12682372

ABSTRACT

There exist a number of gene expression profiling techniques that utilize restriction enzymes for generation of short expressed sequence tags. We have studied how the choice of restriction enzyme influences various characteristics of tags generated in an experiment. We have also investigated various aspects of in silico transcript identification that these profiling methods rely on. First, analysis of 14 248 mRNA sequences derived from the RefSeq transcript database showed that 1-30% of the sequences lack a given restriction enzyme recognition site. Moreover, 1-5% of the transcripts have recognition sites located less than 10 bases from the poly(A) tail. The uniqueness of 10 bp tags lies in the range 90-95%, which increases only slightly with longer tags, due to the existence of closely related transcripts. Furthermore, 3-30% of upstream 10 bp tags are identical to 3' tags, introducing a risk of misclassification if upstream tags are present in a sample. Second, we found that a sequence length of 16-17 bp, including the recognition site, is sufficient for unique transcript identification by BLAST based sequence alignment to the UniGene Human non-redundant database. Third, we constructed a tag-to-gene mapping for UniGene and compared it to an existing mapping database. The mappings agreed to 79-83%, where the selection of representative sequences in the UniGene clusters is the main cause of the disagreement. The results of this study may serve to improve the interpretation of sequence-based expression studies and the design of hybridization arrays, by identifying short tags that have a high reliability and separating them from tags that carry an inherent ambiguity in their capacity to discriminate between genes. To this end, supplementary information in the form of a web companion to this paper is located at http:// biobase.biotech.kth.se/tagseq.


Subject(s)
DNA Restriction Enzymes/metabolism , Databases, Nucleic Acid , Expressed Sequence Tags , RNA, Messenger/metabolism , Transcription, Genetic/genetics , Algorithms , Base Sequence , Binding Sites/genetics , Gene Expression Profiling/methods , Poly A/genetics , RNA, Messenger/genetics , Sequence Alignment/methods
20.
Gene ; 289(1-2): 31-9, 2002 May 01.
Article in English | MEDLINE | ID: mdl-12036581

ABSTRACT

We describe a novel method for transcript profiling based on high-throughput parallel sequencing of signature tags using a non-gel-based microtiter plate format. The method relies on the identification of cDNA clones by pyrosequencing of the region corresponding to the 3'-end of the mRNA preceding the poly(A) tail. Simultaneously, the method can be used for gene discovery, since tags corresponding to unknown genes can be further characterized by extended sequencing. The protocol was validated using a model system for human atherosclerosis. Two 3'-tagged cDNA libraries, representing macrophages and foam cells, which are key components in the development of atherosclerotic plaques, were constructed using a solid phase approach. The libraries were analyzed by pyrosequencing, giving on average 25 bases. As a control, conventional expressed sequence tag (EST) sequencing using slab gel electrophoresis was performed. Homology searches were used to identify the genes corresponding to each tag. Comparisons with EST sequencing showed identical, unique matches in the majority of cases when the pyrosignature was at least 18 bases. A visualization tool was developed to facilitate differential analysis using a virtual chip format. The analysis resulted in identification of genes with possible relevance for development of atherosclerosis. The use of the method for automated massive parallel signature sequencing is discussed.


Subject(s)
Gene Expression Profiling , Sequence Analysis, DNA/methods , Base Sequence , Cell Line , DNA, Complementary/chemistry , DNA, Complementary/genetics , Gene Expression Regulation/drug effects , Humans , Lipoproteins, LDL/pharmacology , RNA, Messenger/genetics , RNA, Messenger/isolation & purification , Research Design , Software , Tetradecanoylphorbol Acetate/pharmacology
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