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1.
Genetics ; 226(2)2024 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-37981656

RESUMO

The fourth chromosome is the final frontier for genetic analysis in Drosophila. Small, heterochromatic, and devoid of recombination the fourth has long been ignored. Nevertheless, its long arm contains 79 protein-coding genes. The Fourth Chromosome Resource Project (FCRP) has a goal of facilitating the investigation of genes on this neglected chromosome. The project has 446 stocks publicly available at the Bloomington and Kyoto stock centers with phenotypic data curated by the FlyBase and FlyPush resources. Four of the five stock sets are nearly complete: (1) UAS.fly cDNAs, (2) UAS.human homolog cDNAs, (3) gene trap mutants and protein traps, and (4) stocks promoting meiotic and mitotic recombination on the fourth. Ongoing is mutagenesis of each fourth gene on a new FRT-bearing chromosome for marked single-cell clones. Beyond flies, FCRP facilitates the creation and analysis of humanized fly stocks. These provide opportunities to apply Drosophila genetics to the analysis of human gene interaction and function. In addition, the FCRP provides investigators with confidence through stock validation and an incentive via phenotyping to tackle genes on the fourth that have never been studied. Taken together, FCRP stocks will facilitate all manner of genetic and molecular studies. The resource is readily available to researchers to enhance our understanding of metazoan biology, including conserved molecular mechanisms underlying health and disease.


Assuntos
Cromossomos , Drosophila , Animais , Humanos , Drosophila/genética , Mutagênese , Drosophila melanogaster/genética
2.
Genome Biol Evol ; 15(9)2023 09 04.
Artigo em Inglês | MEDLINE | ID: mdl-37625791

RESUMO

The Transforming Growth Factor-ß mimic (TGM) multigene family was recently discovered in the murine intestinal parasite Heligmosomoides polygyrus. This family was shaped by an atypical set of organismal and molecular evolutionary mechanisms along its path through the adaptive landscape. The relevant mechanisms are mimicry, convergence, exon modularity, new gene origination, and gene family neofunctionalization. We begin this review with a description of the TGM family and then address two evolutionary questions: "Why were TGM proteins needed for parasite survival" and "when did the TGM family originate"? For the former, we provide a likely answer, and for the latter, we identify multiple TGM building blocks in the ruminant intestinal parasite Haemonchus contortus. We close by identifying avenues for future investigation: new biochemical data to assign functions to more family members as well as new sequenced genomes in the Trichostrongyloidea superfamily and the Heligmosomoides genus to clarify TGM origins and expansion. Continued study of TGM proteins will generate increased knowledge of Transforming Growth Factor-ß signaling, host-parasite interactions, and metazoan evolutionary mechanisms.


Assuntos
Haemonchus , Parasitos , Animais , Camundongos , Interações Hospedeiro-Parasita/genética , Haemonchus/genética , Imunidade , Fatores de Crescimento Transformadores
3.
PLoS One ; 18(1): e0280529, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36689407

RESUMO

Much is known about environmental influences on metabolism and systemic insulin levels. Less is known about how those influences are translated into molecular mechanisms regulating insulin production. To better understand the molecular mechanisms we generated marked cells homozygous for a null mutation in the Drosophila TGF-ß signal transducer dSmad2 in unmated adult females. We then conducted side-by-side single cell comparisons of the pixel intensity of two Drosophila insulin-like peptides (dILP2 and dILP5) in dSmad2- mutant and wild type insulin producing cells (IPCs). The analysis revealed multiple features of dSmad2 regulation of dILPs. In addition, we discovered that dILP5 is expressed and regulated by dSmad2 in circadian pacemaker cells (CPCs). Outcomes of regulation by dSmad2 differ between dILP2 and dILP5 within IPCs and differ for dILP5 between IPCs and CPCs. Modes of dSmad2 regulation differ between dILP2 and dILP5. dSmad2 antagonism of dILP2 in IPCs is robust but dSmad2 regulation of dILP5 in IPCs and CPCs toggles between antagonism and agonism depending upon dSmad2 dosage. Companion studies of dILP2 and dILP5 in the IPCs of dCORL mutant (fussel in Flybase and SKOR in mammals) and upd2 mutant unmated adult females showed no significant difference from wild type. Taken together, the data suggest that dSmad2 regulates dILP2 and dILP5 via distinct mechanisms in IPCs (antagonist) and CPCs (agonist) and in unmated adult females that dSmad2 acts independently of dCORL and upd2.


Assuntos
Proteínas de Drosophila , Drosophila melanogaster , Animais , Feminino , Drosophila melanogaster/genética , Proteínas de Drosophila/metabolismo , Drosophila/metabolismo , Insulina/metabolismo , Peptídeos/metabolismo , Mamíferos/metabolismo
4.
G3 (Bethesda) ; 12(12)2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-36214621

RESUMO

The functionally diverse members of the human Transforming Growth Factor-ß (TGF-ß) family are tightly regulated. TGF-ß regulation includes 2 disulfide-dependent mechanisms-dimerization and partner protein binding. The specific cysteines participating in these regulatory mechanisms are known in just 3 of the 33 human TGF-ß proteins. Human prodomain alignments revealed that 24 TGF-ß prodomains contain conserved cysteines in 2 highly exposed locations. There are 3 in the region of the ß8 helix that mediates dimerization near the prodomain carboxy terminus. There are 2 in the Association region that mediates partner protein binding near the prodomain amino terminus. The alignments predict the specific cysteines contributing to disulfide-dependent regulation of 72% of human TGF-ß proteins. Database mining then identified 9 conserved prodomain cysteine mutations and their disease phenotypes in 7 TGF-ß proteins. Three common adenoma phenotypes for prodomain cysteine mutations suggested 7 new regulatory heterodimer pairs. Two common adenoma phenotypes for prodomain and binding partner cysteine mutations revealed 17 new regulatory interactions. Overall, the analysis of human TGF-ß prodomains suggests a significantly expanded scope of disulfide-dependent regulation by heterodimerization and partner protein binding; regulation that is often lost in tumors.


Assuntos
Neoplasias , Fator de Crescimento Transformador beta , Humanos , Fator de Crescimento Transformador beta/metabolismo , Cisteína , Dissulfetos , Ligação Proteica , Neoplasias/genética
5.
G3 (Bethesda) ; 12(4)2022 04 04.
Artigo em Inglês | MEDLINE | ID: mdl-35084488

RESUMO

Genes on the long arm of the Drosophila melanogaster 4th chromosome are difficult to study because the chromosome lacks mitotic and meiotic recombination. Without recombination numerous standard methods of genetic analysis are impossible. Here, we report new resources for the 4th. For mitotic recombination, we generated a chromosome with an FRT very near the centromere in 101F and a derivative that carries FRT101F with a distal ubiquitously expressed GAL80 transgene. This pair of chromosomes enables both unmarked and MARCM clones. For meiotic recombination, we demonstrate that a Bloom syndrome helicase and recombination defective double mutant genotype can create recombinant 4th chromosomes via female meiosis. All strains will be available to the community via the Bloomington Drosophila Stock Center. Additional resources for studies of the 4th are in preparation and will also be made available. The goal of the 4th Chromosome Resource Project is to accelerate the genetic analysis of protein-coding genes on the 4th, including the 44 genes with no demonstrated function. Studies of these previously inaccessible but largely conserved genes will close longstanding gaps in our knowledge of metazoan development and physiology.


Assuntos
Síndrome de Bloom , Drosophila , Animais , Síndrome de Bloom/genética , Cromossomos/genética , Células Clonais , Drosophila/genética , Drosophila melanogaster/genética , Feminino , Meiose/genética
6.
Fac Rev ; 11: 36, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36644295

RESUMO

The 13th Federation of American Societies for Experimental Biology (FASEB) Summer Research Conference, "TGF-ß superfamily signaling in development and disease" was convened at the Grand Hotel in Malahide, Ireland in July 2022. The Transforming Growth Factor-ß (TGF-ß) family of secreted proteins consists of agents of intercellular communication found in all multicellular animals. Attending the meeting was a diverse group of scholars with shared interests in understanding TGF-ß signaling mechanisms, normal functions, and the diseases associated with misregulation and mutation. Despite intense study over the previous 35 years, new features of TGF-ß activity continue to be discovered. This meeting report offers 21 investigator-provided summaries that illustrate the breadth of the thought-provoking presentations. An emerging theme of the meeting was the power of cross-disciplinary studies, such as one combining immunology, biochemistry, and structural biology, to unravel the secrets of parasitic TGF-ß mimics. Please join us at the next meeting.

7.
Genetics ; 216(1): 159-175, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32737119

RESUMO

Bone morphogenetic proteins (BMPs) shape normal development and function via canonical and noncanonical signaling pathways. BMPs initiate canonical signaling by binding to transmembrane receptors that phosphorylate Smad proteins and induce their translocation into the nucleus and regulation of target genes. Phosphorylated Smads also accumulate at cellular junctions, but this noncanonical, local BMP signaling modality remains less defined. We have recently reported that phosphorylated Smad (pMad in Drosophila) accumulates at synaptic junctions in protein complexes with genetically distinct composition and regulation. Here, we examined a wide collection of DrosophilaMad alleles and searched for molecular features relevant to pMad accumulation at synaptic junctions. We found that strong Mad alleles generally disrupt both synaptic and nuclear pMad, whereas moderate Mad alleles have a wider range of phenotypes and can selectively impact different BMP signaling pathways. Interestingly, regulatory Mad mutations reveal that synaptic pMad appears to be more sensitive to a net reduction in Mad levels than nuclear pMad. Importantly, a previously uncharacterized allele, Mad8 , showed markedly reduced synaptic pMad but only moderately diminished nuclear pMad. The postsynaptic composition and electrophysiological properties of Mad8 neuromuscular junctions (NMJs) were also altered. Using biochemical approaches, we examined how a single point mutation in Mad8 could influence the Mad-receptor interface and identified a key motif, the H2 helix. Our study highlights the biological relevance of Smad-dependent, synaptic BMP signaling and uncovers a highly conserved structural feature of Smads, critical for normal development and function.


Assuntos
Proteínas Morfogenéticas Ósseas/metabolismo , Proteínas de Ligação a DNA/metabolismo , Proteínas de Drosophila/metabolismo , Junção Neuromuscular/metabolismo , Fatores de Transcrição/metabolismo , Motivos de Aminoácidos , Animais , Sequência Conservada , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/genética , Proteínas de Drosophila/química , Proteínas de Drosophila/genética , Drosophila melanogaster , Mutação , Junção Neuromuscular/fisiologia , Transdução de Sinais , Potenciais Sinápticos , Fatores de Transcrição/química , Fatores de Transcrição/genética
8.
G3 (Bethesda) ; 10(5): 1697-1706, 2020 05 04.
Artigo em Inglês | MEDLINE | ID: mdl-32161085

RESUMO

The CORL family of CNS-specific proteins share a Smad-binding region with mammalian SnoN and c-Ski protooncogenes. In this family Drosophila CORL has two mouse and two human relatives. Roles for the mouse and human CORL proteins are largely unknown. Based on genome-wide association studies linking the human CORL proteins Fussel15 and Fussel18 with ataxia, we tested the hypothesis that dCORL mutations will cause adult movement disorders. For our initial tests, we conducted side by side studies of adults with the small deletion Df(4)dCORL and eight control strains. We found that deletion mutants exhibit three types of behavioral plasticity. First, significant climbing defects attributable to loss of dCORL are eliminated by age. Second, significant phototaxis defects due to loss of dCORL are partially ameliorated by age and are not due to faulty photoreceptors. Third, Df(4)dCORL males raised in groups have a lower courtship index than males raised as singles though this defect is not due to loss of dCORL Subsequent tests showed that the climbing and phototaxis defects were phenocpied by dCORL21B and dCORL23C two CRISPR generated mutations. Overall, the finding that adult movement defects due to loss of dCORL are subject to age-dependent plasticity suggests new hypotheses for CORL functions in flies and mammals.


Assuntos
Proteínas de Drosophila/genética , Drosophila melanogaster , Movimento , Proteínas do Tecido Nervoso/genética , Proteínas Proto-Oncogênicas/genética , Animais , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/genética , Drosophila melanogaster/metabolismo , Estudo de Associação Genômica Ampla , Mutação , Ligação Proteica
9.
Genetics ; 214(2): 447-465, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31843757

RESUMO

Evolutionary relationships between prodomains in the TGF-ß family have gone unanalyzed due to a perceived lack of conservation. We developed a novel approach, identified these relationships, and suggest hypotheses for new regulatory mechanisms in TGF-ß signaling. First, a quantitative analysis placed each family member from flies, mice, and nematodes into the Activin, BMP, or TGF-ß subfamily. Second, we defined the prodomain and ligand via the consensus cleavage site. Third, we generated alignments and trees from the prodomain, ligand, and full-length sequences independently for each subfamily. Prodomain alignments revealed that six structural features of 17 are well conserved: three in the straitjacket and three in the arm. Alignments also revealed unexpected cysteine conservation in the "LTBP-Association region" upstream of the straitjacket and in ß8 of the bowtie in 14 proteins from all three subfamilies. In prodomain trees, eight clusters across all three subfamilies were present that were not seen in the ligand or full-length trees, suggesting prodomain-mediated cross-subfamily heterodimerization. Consistency between cysteine conservation and prodomain clustering provides support for heterodimerization predictions. Overall, our analysis suggests that cross-subfamily interactions are more common than currently appreciated and our predictions generate numerous testable hypotheses about TGF-ß function and evolution.


Assuntos
Alinhamento de Sequência/métodos , Fator de Crescimento Transformador beta/genética , Fator de Crescimento Transformador beta/metabolismo , Sequência de Aminoácidos/genética , Animais , Caenorhabditis elegans/genética , Cisteína/genética , Drosophila melanogaster/genética , Evolução Molecular , Humanos , Camundongos/genética , Filogenia , Ligação Proteica , Domínios Proteicos/genética , Transdução de Sinais
10.
G3 (Bethesda) ; 9(11): 3781-3789, 2019 11 05.
Artigo em Inglês | MEDLINE | ID: mdl-31530634

RESUMO

Uncovering how new members of multigene families acquire new functions is an important topic in evolutionary and developmental genetics. CORL proteins (SKOR in mice, Fussel in humans and fussel in Flybase) are a family of CNS specific proteins related to mammalian Sno/Ski oncogenes. Drosophila CORL (dCORL) participates in TGF-ß and insulin signaling during development and in adult homeostasis but roles for the two mouse CORL proteins (mCORL) are essentially unknown. A series of studies were conducted to test the hypothesis based on previous results that mCORL1 is more similar to dCORL than mCORL2. Neither an updated alignment nor ectopic expression in adult wings were able to distinguish mCORL1 or mCORL2 from dCORL. Transgene experiments employing a dCORL endogenous function in mushroom body neurons showed that mCORL1 is distinct from mCORL2 and dCORL. mCORL1 and mCORL2 are also distinct in biochemical assays of Smad-binding and BMP signaling. Taken together, the data suggests testable new hypotheses for mCORL2 function in mammalian TGF-ß and insulin signaling based on known roles for dCORL. Overall, the study reiterates the value of transgenic methods in Drosophila to provide new information on multigene family evolution and the function of family members in other species.


Assuntos
Proteínas de Drosophila/genética , Proteínas do Tecido Nervoso/genética , Proteínas Proto-Oncogênicas/genética , Proteínas Repressoras/genética , Animais , Drosophila/genética , Insulina/metabolismo , Camundongos , Neurônios/metabolismo , Fator de Crescimento Transformador beta/metabolismo , Transgenes , Asas de Animais/metabolismo
11.
G3 (Bethesda) ; 8(9): 2979-2990, 2018 08 30.
Artigo em Inglês | MEDLINE | ID: mdl-30006413

RESUMO

CORL proteins (known as SKOR in mice, Fussel in humans and fussel in Flybase) are a family of CNS specific proteins related to Sno/Ski oncogenes. Their developmental and adult roles are largely unknown. A Drosophila CORL (dCORL) reporter gene is expressed in all Drosophila insulin-like peptide 2 (dILP2) neurons of the pars intercerebralis (PI) of the larval and adult brain. The transcription factor Drifter is also expressed in the PI in a subset of dCORL and dILP2 expressing neurons and in several non-dILP2 neurons. dCORL mutant virgin adult brains are missing all dILP2 neurons that do not also express Drifter. This phenotype is also seen when expressing dCORL-RNAi in neurosecretory cells of the PI. dCORL mutant virgin adults of both sexes have a significantly shorter lifespan than their parental strain. This longevity defect is completely reversed by mating (lifespan increases over 50% for males and females). Analyses of dCORL mutant mated adult brains revealed a complete rescue of dILP2 neurons without Drifter. Taken together, the data suggest that dCORL participates in a neural network connecting the insulin signaling pathway, longevity and mating. The conserved sequence and CNS specificity of all CORL proteins imply that this network may be operating in mammals.


Assuntos
Proteínas de Drosophila/biossíntese , Regulação da Expressão Gênica/fisiologia , Insulina/metabolismo , Longevidade/fisiologia , Neurônios/metabolismo , Neurossecreção/fisiologia , Animais , Drosophila melanogaster , Feminino , Masculino , Rede Nervosa/citologia , Rede Nervosa/metabolismo , Neurônios/citologia
12.
G3 (Bethesda) ; 8(7): 2527-2536, 2018 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-29848623

RESUMO

CORL proteins (SKOR in mice and Fussel in humans) are a subfamily of central nervous system (CNS) specific proteins related to Sno/Ski oncogenes. Their developmental and homeostatic roles are largely unknown. We previously showed that Drosophila CORL (dCORL; fussel in Flybase) functions between the Activin receptor Baboon and Ecdysone Receptor-B1 (EcR-B1) activation in mushroom body neurons of third instar larval brains. To better understand dCORL regulation and function we generated a series of reporter genes. We examined the embryonic and larval CNS and found that dCORL is regulated by stage specific interactions between intertwined activators and repressors spanning numerous reporters. The reporter AH.lacZ, which contains sequences 7-11kb upstream of dCORL exon1, reflects dCORL brain expression at all stages. Surprisingly, AH.lacZ was not detected in EcR-B1 expressing mushroom body neurons. In larvae AH.lacZ is coexpressed with Elav and the transcription factor Drifter in dILP2 insulin producing cells of the pars intercerebralis. The presence of dCORL in insulin producing cells suggests that dCORL functions non-autonomously in the regulation of EcR-B1 mushroom body activation via the modulation of insulin signaling. Overall, the high level of sequence conservation seen in all CORL/SKOR/Fussel family members and their common CNS specificity suggest that similarly complex regulation and a potential function in insulin signaling are associated with SKOR/Fussel proteins in mammals.


Assuntos
Sistema Nervoso Central/metabolismo , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Drosophila/genética , Drosophila/metabolismo , Regulação da Expressão Gênica no Desenvolvimento , Proteínas Repressoras/metabolismo , Transativadores/metabolismo , Animais , Drosophila/embriologia , Expressão Gênica , Genes Reporter , Fenótipo , Ligação Proteica
13.
G3 (Bethesda) ; 7(8): 2791-2797, 2017 08 07.
Artigo em Inglês | MEDLINE | ID: mdl-28667017

RESUMO

Gene expression patterns assayed across development can offer key clues about a gene's function and regulatory role. Drosophila melanogaster is ideal for such investigations as multiple individual and high-throughput efforts have captured the spatiotemporal patterns of thousands of embryonic expressed genes in the form of in situ images. FlyExpress (www.flyexpress.net), a knowledgebase based on a massive and unique digital library of standardized images and a simple search engine to find coexpressed genes, was created to facilitate the analytical and visual mining of these patterns. Here, we introduce the next generation of FlyExpress resources to facilitate the integrative analysis of sequence data and spatiotemporal patterns of expression from images. FlyExpress 7 now includes over 100,000 standardized in situ images and implements a more efficient, user-defined search algorithm to identify coexpressed genes via Genomewide Expression Maps (GEMs). Shared motifs found in the upstream 5' regions of any pair of coexpressed genes can be visualized in an interactive dotplot. Additional webtools and link-outs to assist in the downstream validation of candidate motifs are also provided. Together, FlyExpress 7 represents our largest effort yet to accelerate discovery via the development and dispersal of new webtools that allow researchers to perform data-driven analyses of coexpression (image) and genomic (sequence) data.


Assuntos
Drosophila melanogaster/genética , Regulação da Expressão Gênica , Imageamento Tridimensional , Hibridização In Situ , Software , Animais , Sítios de Ligação/genética , Sequência Conservada/genética , Genoma de Inseto , Fatores de Transcrição/metabolismo
14.
Mol Biol Evol ; 33(10): 2621-32, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27401231

RESUMO

Secreted ligands in the Dpp/BMP family drive dorsal-ventral (D/V) axis formation in all Bilaterian species. However, maternal factors regulating Dpp/BMP transcription in this process are largely unknown. We identified the BTB domain protein longitudinals lacking-like (lolal) as a modifier of decapentaplegic (dpp) mutations. We show that Lolal is evolutionarily related to the Trithorax group of chromatin regulators and that lolal interacts genetically with the epigenetic factor Trithorax-like during Dpp D/V signaling. Maternally driven Lolal(HA) is found in oocytes and translocates to zygotic nuclei prior to the point at which dpp transcription begins. lolal maternal and zygotic mutant embryos display significant reductions in dpp, pMad, and zerknullt expression, but they are never absent. The data suggest that lolal is required to maintain dpp transcription during D/V patterning. Phylogenetic data revealed that lolal is an evolutionarily new gene present only in insects and crustaceans. We conclude that Lolal is the first maternal protein identified with a role in dpp D/V transcriptional maintenance, that Lolal and the epigenetic protein Trithorax-like are essential for Dpp D/V signaling and that the architecture of the Dpp D/V pathway evolved in the arthropod lineage after the separation from vertebrates via the incorporation of new genes such as lolal.


Assuntos
Proteínas de Drosophila/genética , Drosophila melanogaster/genética , Fatores de Transcrição/genética , Animais , Evolução Biológica , Padronização Corporal , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/embriologia , Epigenômica , Feminino , Masculino , Mutação , Fenótipo , Filogenia , Transdução de Sinais/genética , Fatores de Transcrição/metabolismo , Fator de Crescimento Transformador beta/genética , Fator de Crescimento Transformador beta/metabolismo , Vertebrados/embriologia , Vertebrados/metabolismo
15.
Mol Biol Evol ; 31(9): 2309-21, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24881051

RESUMO

Uncovering how a new gene acquires its function and understanding how the function of a new gene influences existing genetic networks are important topics in evolutionary biology. Here, we demonstrate nonconservation for the embryonic functions of Drosophila Bonus and its newest vertebrate relative TIF1-γ/TRIM33. We showed previously that TIF1-γ/TRIM33 functions as an ubiquitin ligase for the Smad4 signal transducer and antagonizes the Bone Morphogenetic Protein (BMP) signaling network underlying vertebrate dorsal-ventral axis formation. Here, we show that Bonus functions as an agonist of the Decapentaplegic (Dpp) signaling network underlying dorsal-ventral axis formation in flies. The absence of conservation for the roles of Bonus and TIF1-γ/TRIM33 reveals a shift in the dorsal-ventral patterning networks of flies and mice, systems that were previously considered wholly conserved. The shift occurred when the new gene TIF1-γ/TRIM33 replaced the function of the ubiquitin ligase Nedd4L in the lineage leading to vertebrates. Evidence of this replacement is our demonstration that Nedd4 performs the function of TIF1-γ/TRIM33 in flies during dorsal-ventral axis formation. The replacement allowed vertebrate Nedd4L to acquire novel functions as a ubiquitin ligase of vertebrate-specific Smad proteins. Overall our data reveal that the architecture of the Dpp/BMP dorsal-ventral patterning network continued to evolve in the vertebrate lineage, after separation from flies, via the incorporation of new genes.


Assuntos
Drosophila melanogaster/embriologia , Drosophila melanogaster/genética , Evolução Molecular , Fatores de Transcrição/genética , Vertebrados/embriologia , Vertebrados/genética , Animais , Teorema de Bayes , Padronização Corporal , Proteínas de Drosophila/agonistas , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/metabolismo , Complexos Endossomais de Distribuição Requeridos para Transporte/genética , Complexos Endossomais de Distribuição Requeridos para Transporte/metabolismo , Humanos , Camundongos , Ubiquitina-Proteína Ligases Nedd4 , Filogenia , Transdução de Sinais , Fatores de Transcrição/metabolismo , Ubiquitina-Proteína Ligases/genética , Ubiquitina-Proteína Ligases/metabolismo
16.
Bioinformatics ; 30(2): 266-73, 2014 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-24300439

RESUMO

MOTIVATION: Drosophila melanogaster is a major model organism for investigating the function and interconnection of animal genes in the earliest stages of embryogenesis. Today, images capturing Drosophila gene expression patterns are being produced at a higher throughput than ever before. The analysis of spatial patterns of gene expression is most biologically meaningful when images from a similar time point during development are compared. Thus, the critical first step is to determine the developmental stage of an embryo. This information is also needed to observe and analyze expression changes over developmental time. Currently, developmental stages (time) of embryos in images capturing spatial expression pattern are annotated manually, which is time- and labor-intensive. Embryos are often designated into stage ranges, making the information on developmental time course. This makes downstream analyses inefficient and biological interpretations of similarities and differences in spatial expression patterns challenging, particularly when using automated tools for analyzing expression patterns of large number of images. RESULTS: Here, we present a new computational approach to annotate developmental stage for Drosophila embryos in the gene expression images. In an analysis of 3724 images, the new approach shows high accuracy in predicting the developmental stage correctly (79%). In addition, it provides a stage score that enables one to more finely annotate each embryo so that they are divided into early and late periods of development within standard stage demarcations. Stage scores for all images containing expression patterns of the same gene enable a direct way to view expression changes over developmental time for any gene. We show that the genomewide-expression-maps generated using images from embryos in refined stages illuminate global gene activities and changes much better, and more refined stage annotations improve our ability to better interpret results when expression pattern matches are discovered between genes. AVAILABILITY AND IMPLEMENTATION: The software package is availablefor download at: http://www.public.asu.edu/*jye02/Software/Fly-Project/.


Assuntos
Biologia Computacional , Proteínas de Drosophila/genética , Drosophila melanogaster/genética , Embrião não Mamífero/citologia , Perfilação da Expressão Gênica , Regulação da Expressão Gênica no Desenvolvimento , Processamento de Imagem Assistida por Computador , Algoritmos , Animais , Drosophila melanogaster/embriologia , Embrião não Mamífero/metabolismo , Desenvolvimento Embrionário/genética , Reconhecimento Automatizado de Padrão
17.
BMC Bioinformatics ; 14: 350, 2013 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-24299119

RESUMO

BACKGROUND: Drosophila melanogaster has been established as a model organism for investigating the developmental gene interactions. The spatio-temporal gene expression patterns of Drosophila melanogaster can be visualized by in situ hybridization and documented as digital images. Automated and efficient tools for analyzing these expression images will provide biological insights into the gene functions, interactions, and networks. To facilitate pattern recognition and comparison, many web-based resources have been created to conduct comparative analysis based on the body part keywords and the associated images. With the fast accumulation of images from high-throughput techniques, manual inspection of images will impose a serious impediment on the pace of biological discovery. It is thus imperative to design an automated system for efficient image annotation and comparison. RESULTS: We present a computational framework to perform anatomical keywords annotation for Drosophila gene expression images. The spatial sparse coding approach is used to represent local patches of images in comparison with the well-known bag-of-words (BoW) method. Three pooling functions including max pooling, average pooling and Sqrt (square root of mean squared statistics) pooling are employed to transform the sparse codes to image features. Based on the constructed features, we develop both an image-level scheme and a group-level scheme to tackle the key challenges in annotating Drosophila gene expression pattern images automatically. To deal with the imbalanced data distribution inherent in image annotation tasks, the undersampling method is applied together with majority vote. Results on Drosophila embryonic expression pattern images verify the efficacy of our approach. CONCLUSION: In our experiment, the three pooling functions perform comparably well in feature dimension reduction. The undersampling with majority vote is shown to be effective in tackling the problem of imbalanced data. Moreover, combining sparse coding and image-level scheme leads to consistent performance improvement in keywords annotation.


Assuntos
Drosophila melanogaster/citologia , Drosophila melanogaster/genética , Regulação da Expressão Gênica no Desenvolvimento , Genoma de Inseto/genética , Modelos Genéticos , Anotação de Sequência Molecular/métodos , Animais , Diferenciação Celular/genética , Divisão Celular/genética , Biologia Computacional/classificação , Biologia Computacional/métodos , Drosophila melanogaster/embriologia , Perfilação da Expressão Gênica/classificação , Perfilação da Expressão Gênica/métodos , Ensaios de Triagem em Larga Escala , Anotação de Sequência Molecular/classificação , Valor Preditivo dos Testes , Máquina de Vetores de Suporte
18.
BMC Bioinformatics ; 14: 372, 2013 Dec 28.
Artigo em Inglês | MEDLINE | ID: mdl-24373308

RESUMO

BACKGROUND: Multicellular organisms consist of cells of many different types that are established during development. Each type of cell is characterized by the unique combination of expressed gene products as a result of spatiotemporal gene regulation. Currently, a fundamental challenge in regulatory biology is to elucidate the gene expression controls that generate the complex body plans during development. Recent advances in high-throughput biotechnologies have generated spatiotemporal expression patterns for thousands of genes in the model organism fruit fly Drosophila melanogaster. Existing qualitative methods enhanced by a quantitative analysis based on computational tools we present in this paper would provide promising ways for addressing key scientific questions. RESULTS: We develop a set of computational methods and open source tools for identifying co-expressed embryonic domains and the associated genes simultaneously. To map the expression patterns of many genes into the same coordinate space and account for the embryonic shape variations, we develop a mesh generation method to deform a meshed generic ellipse to each individual embryo. We then develop a co-clustering formulation to cluster the genes and the mesh elements, thereby identifying co-expressed embryonic domains and the associated genes simultaneously. Experimental results indicate that the gene and mesh co-clusters can be correlated to key developmental events during the stages of embryogenesis we study. The open source software tool has been made available at http://compbio.cs.odu.edu/fly/. CONCLUSIONS: Our mesh generation and machine learning methods and tools improve upon the flexibility, ease-of-use and accuracy of existing methods.


Assuntos
Inteligência Artificial , Biologia Computacional/métodos , Regulação da Expressão Gênica no Desenvolvimento , Processamento de Imagem Assistida por Computador/métodos , Processamento de Imagem Assistida por Computador/normas , Máquina de Vetores de Suporte , Animais , Inteligência Artificial/normas , Análise por Conglomerados , Biologia Computacional/normas , Drosophila/embriologia , Drosophila/genética , Perfilação da Expressão Gênica/métodos , Processamento de Imagem Assistida por Computador/estatística & dados numéricos , Software
19.
J Cell Sci ; 126(Pt 21): 4809-13, 2013 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-24172535

RESUMO

The latest advances on the transforming growth factor ß (TGF-ß) and bone morphogenetic protein (BMP) signaling pathways were reported at the July 2013 FASEB Summer Research Conference 'The TGF-ß Superfamily: Development and Disease'. The meeting was held in Steamboat Springs, Colorado, USA at 6700 feet above sea level in the Rocky Mountains. This was the seventh biannual meeting in the series. In attendance were investigators from a broad range of disciplines with a common interest in the mechanics of TGF-ß and BMP signaling pathways, their normal developmental and homeostatic functions, and the diseases associated with pathway misregulation.


Assuntos
Família Multigênica , Transdução de Sinais , Fator de Crescimento Transformador beta/metabolismo , Doença/genética , Humanos , Neoplasias/genética , Neoplasias/metabolismo , Fator de Crescimento Transformador beta/genética
20.
J Biochem ; 154(1): 11-9, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23698094

RESUMO

Members of the transforming growth factor-ß (TGF-ß) family of secreted proteins are present in all multicellular animals. TGF-ß proteins are versatile intercellular signalling molecules that orchestrate cell fate decisions during development and maintain homeostasis in adults. The Smad family of signal transducers implements TGF-ß signals in responsive cells. Given the ability of TGF-ß ligands to induce dramatic responses in target cells, numerous regulatory mechanisms exist to prevent unintended consequences. Here we review new reports of extracellular and post-translational regulation in Drosophila and vertebrates. Extracellular topics include the regulation of TGF-ß signalling range and the coordination between tissue morphogenesis and TGF-ß signalling. Post-translational topics include the regulation of TGF-ß signal transduction by Gsk3-ß phosphorylation of Smads and by cycles of Smad mono- and deubiquitylation. Extension of the ubiquitylation data to the Hippo pathway is also discussed.


Assuntos
Fator de Crescimento Transformador beta/metabolismo , Animais , Proteínas de Drosophila/metabolismo , Quinase 3 da Glicogênio Sintase/metabolismo , Glicogênio Sintase Quinase 3 beta , Humanos , Ligantes , Modelos Biológicos , Morfogênese , Processamento de Proteína Pós-Traducional , Transdução de Sinais , Proteínas Smad/metabolismo , Ubiquitinação
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