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Genome-wide association studies are used to identify common genetic variants that affect the structure of selected subcortical regions of the human brain; their identification provides insight into the causes of variability in brain development and may help to determine mechanisms of neuropsychiatric dysfunction. Genetic variants that alter brain development This genome-wide association study of 30,717 individuals identifies common genetic variants that affect the structure of selected subcortical regions of the brain known to be involved in functions associated with movement, learning, memory and motivation. The results provide insight into the causes of variability in human brain development and may help elucidate mechanisms of neuropsychiatric dysfunction. Of particular interest are six novel genetic loci influencing the volumes of the putamen, caudate nucleus and global head size. The highly complex structure of the human brain is strongly shaped by genetic influences 1 . Subcortical brain regions form circuits with cortical areas to coordinate movement 2 , learning, memory 3 and motivation 4 , and altered circuits can lead to abnormal behaviour and disease 2 . To investigate how common genetic variants affect the structure of these brain regions, here we conduct genome-wide association studies of the volumes of seven subcortical regions and the intracranial volume derived from magnetic resonance images of 30,717 individuals from 50 cohorts. We identify five novel genetic variants influencing the volumes of the putamen and caudate nucleus. We also find stronger evidence for three loci with previously established influences on hippocampal volume 5 and intracranial volume 6 . These variants show specific volumetric effects on brain structures rather than global effects across structures. The strongest effects were found for the putamen, where a novel intergenic locus with replicable influence on volume (rs945270; P = 1.08 × 10 −33 ; 0.52% variance explained) showed evidence of altering the expression of the KTN1 gene in both brain and blood tissue. Variants influencing putamen volume clustered near developmental genes that regulate apoptosis, axon guidance and vesicle transport. Identification of these genetic variants provides insight into the causes of variability in human brain development, and may help to determine mechanisms of neuropsychiatric dysfunction.

Most of the current knowledge on the genetic basis of adaptive evolution is based on the analysis of single nucleotide polymorphisms (SNPs). Despite increasing evidence for their causal role, the contribution of structural variants to adaptive evolution remains largely unexplored. In this work, we analyzed the population frequencies of 1,615 Transposable Element (TE) insertions annotated in the reference genome of Drosophila melanogaster, in 91 samples from 60 worldwide natural populations. We identified a set of 300 polymorphic TEs that are present at high population frequencies, and located in genomic regions with high recombination rate, where the efficiency of natural selection is high. The age and the length of these 300 TEs are consistent with relatively young and long insertions reaching high frequencies due to the action of positive selection. Besides, we identified a set of 21 fixed TEs also likely to be adaptive. Indeed, we, and others, found evidence of selection for 84 of these reference TE insertions. The analysis of the genes located nearby these 84 candidate adaptive insertions suggested that the functional response to selection is related with the GO categories of response to stimulus, behavior, and development. We further showed that a subset of the candidate adaptive TEs affects expression of nearby genes, and five of them have already been linked to an ecologically relevant phenotypic effect. Our results provide a more complete understanding of the genetic variation and the fitness-related traits relevant for adaptive evolution. Similar studies should help uncover the importance of TE-induced adaptive mutations in other species as well.

Soybean (Glycine max) seed is primarily composed of a mature embryo that provides a major source of protein and oil for humans and other animals. Early in development, the tiny embryos grow rapidly and acquire large quantities of sugars from the liquid endosperm of developing seeds. An insufficient supply of nutrients from the endosperm to the embryo results in severe seed abortion and yield reduction. Hence, an understanding of the molecular basis and regulation of assimilate partitioning involved in early embryo development is important for improving soybean seed yield and quality. Here, we used expression profiling analysis to show that two paralogous sugar transporter genes from the SWEET (Sugars Will Eventually be Exported Transporter) family, GmSWEET15a and GmSWEET15b, were highly expressed in developing soybean seeds. In situ hybridization and quantitative real-time PCR showed that both genes were mainly expressed in the endosperm at the cotyledon stage. GmSWEET15b showed both efflux and influx activities for sucrose in Xenopus oocytes. In Arabidopsis (Arabidopsis thaliana), knockout of three AtSWEET alleles is required to see a defective, but not lethal, embryo phenotype, whereas knockout of both GmSWEET15 genes in soybean caused retarded embryo development and endosperm persistence, resulting in severe seed abortion. In addition, the embryo sugar content of the soybean knockout mutants was greatly reduced. These results demonstrate that the plasma membrane sugar transporter, GmSWEET15, is essential for embryo development in soybean by mediating Suc export from the endosperm to the embryo early in seed development.

Key Points Genomes of multicellular organisms produce thousands of different long non-coding RNA (lncRNA) species. lncRNAs have crucial roles in gene expression control during developmental and differentiation processes. lncRNAs can regulate gene expression by several mechanisms in both the nucleus and the cytoplasm. lncRNAs drive the formation of ribonucleoprotein complexes and guide them to specific targets to regulate gene expression. Different in vitro and in vivo systems have shown the importance of lncRNAs in developmental processes, such as in dosage compensation, genomic imprinting, cell differentiation and organogenesis. lncRNAs can form regulative networks with other RNA species, such as microRNAs and mRNAs. Our knowledge of the diverse types and roles of long non-coding RNAs (lncRNAs) is rapidly increasing. This Review discusses our latest understanding of lncRNAs that have validated functional roles in various differentiation and developmental processes. Genomes of multicellular organisms are characterized by the pervasive expression of different types of non-coding RNAs (ncRNAs). Long ncRNAs (lncRNAs) belong to a novel heterogeneous class of ncRNAs that includes thousands of different species. lncRNAs have crucial roles in gene expression control during both developmental and differentiation processes, and the number of lncRNA species increases in genomes of developmentally complex organisms, which highlights the importance of RNA-based levels of control in the evolution of multicellular organisms. In this Review, we describe the function of lncRNAs in developmental processes, such as in dosage compensation, genomic imprinting, cell differentiation and organogenesis, with a particular emphasis on mammalian development.

Across the animal kingdom, gastrulation represents a key developmental event during which embryonic pluripotent cells diversify into lineage-specific precursors that will generate the adult organism. Here we report the transcriptional profiles of 116,312 single cells from mouse embryos collected at nine sequential time points ranging from 6.5 to 8.5 days post-fertilization. We construct a molecular map of cellular differentiation from pluripotency towards all major embryonic lineages, and explore the complex events involved in the convergence of visceral and primitive streak-derived endoderm. Furthermore, we use single-cell profiling to show that Tal1 −/− chimeric embryos display defects in early mesoderm diversification, and we thus demonstrate how combining temporal and transcriptional information can illuminate gene function. Together, this comprehensive delineation of mammalian cell differentiation trajectories in vivo represents a baseline for understanding the effects of gene mutations during development, as well as a roadmap for the optimization of in vitro differentiation protocols for regenerative medicine. Single-cell profiling is used to create a molecular-level atlas of cell differentiation trajectories during gastrulation and early organogenesis in the mouse.

The Encyclopedia of DNA Elements (ENCODE) project has established a genomic resource for mammalian development, profiling a diverse panel of mouse tissues at 8 developmental stages from 10.5 days after conception until birth, including transcriptomes, methylomes and chromatin states. Here we systematically examined the state and accessibility of chromatin in the developing mouse fetus. In total we performed 1,128 chromatin immunoprecipitation with sequencing (ChIP–seq) assays for histone modifications and 132 assay for transposase-accessible chromatin using sequencing (ATAC–seq) assays for chromatin accessibility across 72 distinct tissue-stages. We used integrative analysis to develop a unified set of chromatin state annotations, infer the identities of dynamic enhancers and key transcriptional regulators, and characterize the relationship between chromatin state and accessibility during developmental gene regulation. We also leveraged these data to link enhancers to putative target genes and demonstrate tissue-specific enrichments of sequence variants associated with disease in humans. The mouse ENCODE data sets provide a compendium of resources for biomedical researchers and achieve, to our knowledge, the most comprehensive view of chromatin dynamics during mammalian fetal development to date. Analysis of chromatin state and accessibility in mouse tissues from twelve sites and eight developmental stages provides a comprehensive view of chromatin dynamics.

Mammalian organogenesis is a remarkable process. Within a short timeframe, the cells of the three germ layers transform into an embryo that includes most of the major internal and external organs. Here we investigate the transcriptional dynamics of mouse organogenesis at single-cell resolution. Using single-cell combinatorial indexing, we profiled the transcriptomes of around 2 million cells derived from 61 embryos staged between 9.5 and 13.5 days of gestation, in a single experiment. The resulting ‘mouse organogenesis cell atlas’ (MOCA) provides a global view of developmental processes during this critical window. We use Monocle 3 to identify hundreds of cell types and 56 trajectories, many of which are detected only because of the depth of cellular coverage, and collectively define thousands of corresponding marker genes. We explore the dynamics of gene expression within cell types and trajectories over time, including focused analyses of the apical ectodermal ridge, limb mesenchyme and skeletal muscle. Data from single-cell combinatorial-indexing RNA-sequencing analysis of 2 million cells from mouse embryos between embryonic days 9.5 and 13.5 are compiled in a cell atlas of mouse organogenesis, which provides a global view of developmental processes occurring during this critical period.

The plant cell wall is an important factor for determining cell shape, function and response to the environment. Secondary cell walls, such as those found in xylem, are composed of cellulose, hemicelluloses and lignin and account for the bulk of plant biomass. The coordination between transcriptional regulation of synthesis for each polymer is complex and vital to cell function. A regulatory hierarchy of developmental switches has been proposed, although the full complement of regulators remains unknown. Here we present a protein–DNA network between Arabidopsis thaliana transcription factors and secondary cell wall metabolic genes with gene expression regulated by a series of feed-forward loops. This model allowed us to develop and validate new hypotheses about secondary wall gene regulation under abiotic stress. Distinct stresses are able to perturb targeted genes to potentially promote functional adaptation. These interactions will serve as a foundation for understanding the regulation of a complex, integral plant component. The full complement of transcriptional regulators that affect synthesis of the plant secondary cell wall remains largely undetermined; here, the network of protein–DNA interactions controlling secondary cell wall synthesis of Arabidopsis thaliana is determined, showing that gene expression is regulated by a series of feed-forward loops to ensure that the secondary cell wall is deposited at the right time and in the right place. Secondary cell wall synthesis in Arabidopsis The plant cell wall determines cell shape and mediates communication with the cellular environment. But it is the secondary cell wall — deposited in various cell types including xylem — that is the main source of biomass used for biofuels and in the pulp and paper industry. The full complement of transcriptional regulators that affect biosynthesis of secondary cell wall remains largely undetermined. Siobhan Brady and colleagues describe a gene regulatory network involving hundreds of transcription factors that controls the formation of xylem in the plant Arabidopsis through protein–DNA interactions. Gene expression is regulated by a series of feed-forward loops to ensure that secondary cell wall is deposited at the right time and in the right place. The authors use their gene regulatory network to develop new hypotheses about the effect of abiotic stress, such as salinity and iron deprivation, on secondary cell wall gene regulation, and to validate these hypotheses.

Genome-wide association studies have identified 108 schizophrenia risk loci, but biological mechanisms for individual loci are largely unknown. Using developmental, genetic and illness-based RNA sequencing expression analysis in human brain, we characterized the human brain transcriptome around these loci and found enrichment for developmentally regulated genes with novel examples of shifting isoform usage across pre- and postnatal life. We found widespread expression quantitative trait loci (eQTLs), including many with transcript specificity and previously unannotated sequence that were independently replicated. We leveraged this general eQTL database to show that 48.1% of risk variants for schizophrenia associate with nearby expression. We lastly found 237 genes significantly differentially expressed between patients and controls, which replicated in an independent dataset, implicated synaptic processes, and were strongly regulated in early development. These findings together offer genetics- and diagnosis-related targets for better modeling of schizophrenia risk. This resource is publicly available at http://eqtl.brainseq.org/phase1.

Photomorphogenesis is a critical plant developmental process that involves light-mediated transcriptome and histone modification changes. The transcription factor ELONGATED HYPOCOTYL5 (HY5) acts downstream of multiple families of photoreceptors to promote photomorphogenesis by regulating the expression of light-responsive genes. However, the molecular mechanism for HY5-mediated transcriptional regulation remains largely unclear. Here, we demonstrated that HY5 directly interacts with a Reduced Potassium Dependence3/Histone Deacetylase1 (HDA1)-type histone deacetylase, HDA15, both in vitro and in vivo. Phenotypic analysis revealed that HDA15 is a negative regulator of hypocotyl cell elongation under both red and far-red light conditions in Arabidopsis (Arabidopsis thaliana) seedlings. The enzymatic activity of HDA15 is required for inhibition of hypocotyl elongation. Furthermore, HDA15 and HY5 act interdependently in the repression of hypocotyl cell elongation in photomorphogenesis. Genome-wide transcriptome analysis revealed that HDA15 and HY5 corepress the transcription of a subset of cell wall organization and auxin signaling-related genes. In addition, HDA15 is required for the function of HY5 in the repression of genes related to hypocotyl cell elongation in Arabidopsis seedlings. Moreover, HY5 recruits HDA15 to the promoters of target genes and represses gene expression by decreasing the levels of histone H4 acetylation in a light-dependent manner. Our study revealed a key transcription regulatory node in which HY5 interacts with HDA15 involved in repressing hypocotyl cell elongation to promote photomorphogenesis.