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Co-expression of Prepulse Inhibition and Schizophrenia Genes in the Mouse and Human Brain

Lillian Garrett, Dietrich Trümbach, D. Lee, Silvia Mandillo,Rodney C. Samaco,Ann M. Flenniken,Michelle L. Stewart, Juan A. Aguilar-Pimental, Oana V. Amarie,Lore Becker, Julia Calzada‐Wack,Patricia da Silva‐Buttkus,Nathalia Romanelli Vicente Dragano, Markus Kraiger, Christoph Lengger,Stefanie Leuchtenberger,Susan Marschall,Manuela A. Oestereicher,Birgit Rathkolb, Adrián Sanz‐Moreno,Claudia Seisenberger,Nadine Spielmann,Claudia Stoeger, Vivek Kumar, Piia Keskivali, Ruairidh King, Hamed Haselimashhadi, Alexandr Bezginov, Clare Norris, Sarah E. Taylor, Dale Pimm, Lois Kelsey,Zorana Berberovic,Dawei Qu, Abigail D’Souza, Vivian Bradaschia,Mohammed Eskandarian, Xueyuan Shang, Kyle Duffin, Kyle Roberton, Catherine K. Xu, Gloria Baguinat, Valerie Laurin, Qing Lan, Gillian Sleep,Lauri G. Lintott,Marina Gertsenstein, Sandra Tondat, Maribelle Cruz, David C. Miller,Tania Sorg,Fabrice Riet, Heather Tolentino, Todd Tolentino, Michael A. Schuchbauer, Nichole Hockenbury, Karrie Beeman, Sheryl Pedroia, Jason Salazar, Mollie A. Heffner, Joanne Hsu, Colin Fletcher, Maya Vanzanten, Elisabetta Golini,John R. Seavitt, Denise G. Lanza,Isabel Lorenzo, Angelina Gaspero, Antonio Ríos, Jacqueline K. White,Colin McKerlie, Lauryl M. J. Nutter, Igor Vukobradovic,Surabi Veeraragavan, Lisa Yuva,Jason D. Heaney,Mary E. Dickinson,Hamid Méziane,Yann Hérault,Sara Wells, K. C. Kent Lloyd,Lynette Bower, Louise Lanoue,David Clary,Annemarie Zimprich,Valérie Gailus‐Durner,Helmut Fuchs,Steve Brown,Elissa J. Chesler,Wolfgang Wurst,Martin Hrabě de Angelis,Sabine M. Hölter

Neuroscience applied(2024)

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摘要
Schizophrenia is a complex psychiatric disorder with genetic and phenotypic heterogeneity. Accumulating rare and genome-wide association study (GWAS) common risk variant information has yet to yield robust mechanistic insight. Leveraging large-scale gene deletion mouse phenomic data thus has potential to functionally interrogate and prioritize human disease genes. To this end, we applied a cross-species network-based approach to parse an extensive mouse gene set (188 genes) associated with disrupted prepulse inhibition (PPI), a Schizophrenia endophenotype. Integrating PPI genes with high-resolution mouse and human brain transcriptomic data, we identified functional and disease coherent co-expression modules through hierarchical clustering and weighted gene co-expression network analysis (WGCNA). In two modules, Schizophrenia risk and mouse PPI genes converged based on telencephalic patterning. The associated neuronal genes were highly expressed in cingulate cortex- and hippocampus; implicated in synaptic function and neurotransmission and overlapped with the greatest proportion of rare variants. Concordant neuroanatomical patterning revealed novel core Schizophrenia-relevant genes consistent with the Omnigenic hypothesis of complex traits. Among other genes discussed, the developmental and post-synaptic scaffold TANC2 (Tetratricopeptide repeat, ankyrin repeat and coiled-coil containing 2) emerged from both networks as a novel core genetic driver of Schizophrenia altering PPI. Aspects of psychiatric disease comorbidity and phenotypic heterogeneity are also explored. Overall, this study provides a framework and galvanizes the value of mouse preclinical genetics and PPI to prioritize both existing and novel human Schizophrenia candidate genes as druggable targets.
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