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1.
PLoS Genet ; 13(5): e1006769, 2017 May.
Article in English | MEDLINE | ID: mdl-28493873

ABSTRACT

Most biological traits and common diseases have a strong but complex genetic basis, controlled by large numbers of genetic variants with small contributions to a trait or disease risk. The effect-size of most genetic variants is not absolute and is instead dependent upon multiple factors such as the age and genetic background of an organism. In order to understand the mechanistic basis of these changes, we characterized heritable trait differences between two domesticated strains of C. elegans. We previously identified a major effect locus, caused in part by a mutation in a component of the NURF chromatin remodeling complex, that regulates reproductive output in an age-dependent manner. The effect-size of this locus changes from positive to negative over the course of an animal's reproductive lifespan. Here, we use a previously published macroscale model of the egg-laying rate in C. elegans to show that time-dependent effect-size is explained by an unequal use of sperm combined with negative feedback between sperm and ovulation rate. We validate key predictions of this model with controlled mating experiments and quantification of oogenesis and sperm use. Incorporation of this model into QTL mapping allows us to identify and partition new QTLs into specific aspects of the egg-laying process. Finally, we show how epistasis between two genetic variants is predicted by this modeling as a consequence of the unequal use of sperm. This work demonstrates how modeling of multicellular communication systems can improve our ability to predict and understand the role of genetic variation on a complex phenotype. Negative autoregulatory feedback loops, common in transcriptional regulation, could play an important role in modifying genetic architecture in other traits.


Subject(s)
Caenorhabditis elegans/genetics , Chromatin Assembly and Disassembly/genetics , Genetic Pleiotropy , Quantitative Trait Loci/genetics , Animals , Caenorhabditis elegans/growth & development , Chromosome Mapping , Epistasis, Genetic , Feedback, Physiological , Gonads/growth & development , Humans , Male , Mutation , Oocytes/growth & development , Spermatozoa/growth & development
2.
Genome Res ; 21(2): 325-41, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21177967

ABSTRACT

The C. elegans genome has been completely sequenced, and the developmental anatomy of this model organism is described at single-cell resolution. Here we utilize strategies that exploit this precisely defined architecture to link gene expression to cell type. We obtained RNAs from specific cells and from each developmental stage using tissue-specific promoters to mark cells for isolation by FACS or for mRNA extraction by the mRNA-tagging method. We then generated gene expression profiles of more than 30 different cells and developmental stages using tiling arrays. Machine-learning-based analysis detected transcripts corresponding to established gene models and revealed novel transcriptionally active regions (TARs) in noncoding domains that comprise at least 10% of the total C. elegans genome. Our results show that about 75% of transcripts with detectable expression are differentially expressed among developmental stages and across cell types. Examination of known tissue- and cell-specific transcripts validates these data sets and suggests that newly identified TARs may exercise cell-specific functions. Additionally, we used self-organizing maps to define groups of coregulated transcripts and applied regulatory element analysis to identify known transcription factor- and miRNA-binding sites, as well as novel motifs that likely function to control subsets of these genes. By using cell-specific, whole-genome profiling strategies, we have detected a large number of novel transcripts and produced high-resolution gene expression maps that provide a basis for establishing the roles of individual genes in cellular differentiation.


Subject(s)
Caenorhabditis elegans/genetics , Gene Expression Regulation, Developmental , Animals , Computational Biology , Databases, Genetic , Gene Expression Profiling , Gene Expression Regulation, Developmental/genetics , Male , Meiosis/genetics , Molecular Sequence Data , Oogenesis/genetics , Open Reading Frames/genetics , Transcription, Genetic , Untranslated Regions/genetics , X Chromosome Inactivation/genetics
3.
Genes Dev ; 21(3): 332-46, 2007 Feb 01.
Article in English | MEDLINE | ID: mdl-17289921

ABSTRACT

In Caenorhabditis elegans, VA and VB motor neurons arise as lineal sisters but synapse with different interneurons to regulate locomotion. VA-specific inputs are defined by the UNC-4 homeoprotein and its transcriptional corepressor, UNC-37/Groucho, which function in the VAs to block the creation of chemical synapses and gap junctions with interneurons normally reserved for VBs. To reveal downstream genes that control this choice, we have employed a cell-specific microarray strategy that has now identified unc-4-regulated transcripts. One of these genes, ceh-12, a member of the HB9 family of homeoproteins, is normally restricted to VBs. We show that expression of CEH-12/HB9 in VA motor neurons in unc-4 mutants imposes VB-type inputs. Thus, this work reveals a developmental switch in which motor neuron input is defined by differential expression of transcription factors that select alternative presynaptic partners. The conservation of UNC-4, HB9, and Groucho expression in the vertebrate motor circuit argues that similar mechanisms may regulate synaptic specificity in the spinal cord.


Subject(s)
Caenorhabditis elegans Proteins/metabolism , Homeodomain Proteins/physiology , Motor Neurons/physiology , Nuclear Proteins/physiology , Synaptic Transmission , Transcription Factors/metabolism , Animals , Animals, Genetically Modified , Caenorhabditis elegans/genetics , Caenorhabditis elegans/metabolism , Caenorhabditis elegans/physiology , Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans Proteins/physiology , Gap Junctions , Gene Expression Regulation , Homeodomain Proteins/genetics , Models, Biological , Movement/physiology , Nuclear Proteins/genetics , Synaptic Transmission/genetics , Transcription Factors/physiology
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