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Corcoran, C. M.

Publications and source records attributed to Corcoran, C. M..

2 recordsLinked to original sources

Polycomb Repressive Complex 1.1 Component, BCOR, Promotes Syncytiotrophoblast Differentiation in Mice and Humans

Early defects in placenta development are thought to underlie a range of adverse pregnancy conditions including miscarriage, fetal growth abnormalities, preeclampsia, and stillbirth. Differentiating trophoblast stem cells undergo a choreographed allocation of syncytiotrophoblast and extravillous trophoblast cells in response to signaling cues from the developing fetus and the uterine environment. The expression and activity of transcription factors and chromatin modifying enzymes change during differentiation to appropriately reshape the chromatin landscape in each cell type. We have previously found in mice that extraembryonic loss of BCOR, a conserved component of the epigenetic silencing complex Polycomb Repressive Complex 1.1 (PRC1.1), leads to a reduced labyrinth and expanded trophoblast giant cell population in the placenta. Molecular analysis of wild-type and BCOR loss-of-function male and female placentas by RNA-seq identified gene expression changes as early as E6.5. We found that BCOR is required to down regulate stem cell genes and repress factors that promote alternate lineages which leads to reduced levels of syncytiotrophoblasts. ChIP-seq experiments identified a number of directly bound functional targets including Pdgfa and Wnt7b. In humans, BCOR is mutated in X-linked syndromes involving fetal growth restriction and females with a heterozygous null mutation in BCOR can experience recurrent miscarriages. To establish a direct role for BCOR in human placental development, we used CRISPR/Cas9 to knockout BCOR in male (CT29) and female (CT30) human trophoblast stem cells. Mutant cell lines retained capacity for induced differentiation into syncytiotrophoblast and extravillous trophoblasts and exhibited minimal changes in gene expression. However, in 3D cell culture using trophoblast organoid media, BCOR knockout lines had significantly altered gene expression including homologs of stem cell genes upregulated in Bcor knockout mice. CUT&RUN experiments in self-renewing and 3D cell culture identified genes directly bound by BCOR. Single cell profiling of wild type, knockout, and a P85L pathogenic knock-in BCOR mutation showed a reduced capacity to differentiate into syncytiotrophoblasts after four days of differentiation. Together, these results suggest that BCOR is a conserved regulator of trophoblast development that represses stem cell genes during differentiation and maintains lineage fidelity by repressing genes that promote alternate cell fates.

developmental biology↗

Multimodal fusion of brain signals for robust prediction of psychosis transition

Psychosis symptoms are often evident before diagnosis, suggesting the underlying biology of high-risk status may predict later disease outcomes. However, a single predictor remains unknown, indicating a need for algorithms that integrate complex information. Here, to identify risk and psychosis conversion, we implemented multiple kernel learning (MKL), a multimodal machine learning approach allowing patterns from each modality to inform each other. Baseline multimodal scans (n=74, 11 converters) included structural, resting-state functional imaging, and diffusion-weighted data. Multimodal MKL outperformed unimodal models (AUC=0.73 vs. 0.66 in predicting conversion). Moreover, patterns learned by MKL were robust to training set variations, suggesting it can identify cross-modality redundancies and synergies to stabilize the predictive pattern. We identified many predictors consistent with the literature, including frontal cortices, cingulate, thalamus, and striatum. This highlights the advantage of methods that leverage the complex pathophysiology of psychosis.

neuroscience↗