Gene expression data are accumulating exponentially in public repositories. Reanalysis and integration of themed collections from these studies may provide new insights, but requires further human curation.Here we report a crowdsourcing project to annotate and reanalyse a large number of gene expression profiles from Gene Expression Omnibus (GEO). Through a massive open online course on Coursera, over 70 participants from over 25 countries identify and annotate 2,460 single-gene perturbation signatures, 839 disease versus normal signatures, and 906 drug perturbation signatures. All these signatures are unique and are manually validated for quality. Global analysis of these signatures confirms known associations and identifies novel associations between genes, diseases and drugs. The manually curated signatures are used as a training set to develop classifiers for extracting similar signatures from the entire GEO repository. We develop a web portal to serve these signatures for query, download and visualization.

SummaryNeurons in the mammalian neocortex arise from asymmetric divisions of progenitors residing in the ventricular zone. While in most progenitor divisions, the mitotic spindle is parallel to the ventricular surface, some progenitors reorient the spindle and divide in oblique orientations. Here, we use conditional deletion and overexpression of mouse Inscuteable (mInsc) to analyze the relevance of spindle reorientation in cortical progenitors. Mutating mInsc almost abolishes oblique and vertical mitotic spindles, while mInsc overexpression has the opposite effect. Our data suggest that oblique divisions are essential for generating the correct numbers of neurons in all cortical layers. Using clonal analysis, we demonstrate that spindle orientation affects the rate of indirect neurogenesis, a process where progenitors give rise to basal progenitors, which in turn divide symmetrically into two differentiating neurons. Our results indicate that the orientation of progenitor cell divisions is important for correct lineage specification in the developing mammalian brain.

Generally, plasma membrane (PM) proteins are cotranslationally inserted into the endoplasmic reticulum (ER) and travel in vesicles via the Golgi apparatus to the PM. In the yeast Saccharomyces cerevisiae, the polytopic membrane protein Ist2p is encoded by an mRNA that is localized to the cortex of daughter cells. It has been suggested that IST2 mRNA localization leads to the accumulation of the protein at the PM of daughter cells. Since small- and medium-sized daughter cells only contain cortical, but not perinuclear ER, this implies the local translation of Ist2p specifically at the cortical ER. Here, we show that localization of constitutively expressed IST2 mRNA is required for delivery of Ist2p to the PM of daughter, but not mother cells and that it does not result in daughter-specific Ist2p accumulation. In contrast to a PM-located hexose transporter (Hxt1p) that follows the standard secretory pathway, the trafficking of Ist2p is independent of myosin-mediated vesicular transport. Furthermore, colocalization experiments in mutants of the secretory pathway demonstrate that trafficking of Ist2p does not require the classical secretory machinery. These data suggest the existence of a novel trafficking pathway connecting specialized domains of the ER with the PM.

SummaryIn the developing neocortex, progenitor cells expand through symmetric division before they generate cortical neurons through multiple rounds of asymmetric cell division. Here, we show that the orientation of the mitotic spindle plays a crucial role in regulating the transition between those two division modes. We demonstrate that the protein phosphatase PP4c regulates spindle orientation in early cortical progenitor cells. Upon removing PP4c, mitotic spindles fail to orient in parallel to the neuroepithelial surface and progenitors divide with random orientation. As a result, their divisions become asymmetric and neurogenesis starts prematurely. Biochemical and genetic experiments show that PP4c acts by dephosphorylating the microtubule binding protein Ndel1, thereby enabling complex formation with Lis1 to form a functional spindle orientation complex. Our results identify a key regulator of cortical development and demonstrate that changes in the orientation of progenitor division are responsible for the transition between symmetric and asymmetric cell division.