TY - JOUR A1 - Hepbasli, Denis A1 - Gredy, Sina A1 - Ullrich, Melanie A1 - Reigl, Amelie A1 - Abeßer, Marco A1 - Raabe, Thomas A1 - Schuh, Kai T1 - Genotype- and Age-Dependent Differences in Ultrasound Vocalizations of SPRED2 Mutant Mice Revealed by Machine Deep Learning JF - Brain Sciences N2 - Vocalization is an important part of social communication, not only for humans but also for mice. Here, we show in a mouse model that functional deficiency of Sprouty-related EVH1 domain-containing 2 (SPRED2), a protein ubiquitously expressed in the brain, causes differences in social ultrasound vocalizations (USVs), using an uncomplicated and reliable experimental setting of a short meeting of two individuals. SPRED2 mutant mice show an OCD-like behaviour, accompanied by an increased release of stress hormones from the hypothalamic–pituitary–adrenal axis, both factors probably influencing USV usage. To determine genotype-related differences in USV usage, we analyzed call rate, subtype profile, and acoustic parameters (i.e., duration, bandwidth, and mean peak frequency) in young and old SPRED2-KO mice. We recorded USVs of interacting male and female mice, and analyzed the calls with the deep-learning DeepSqueak software, which was trained to recognize and categorize the emitted USVs. Our findings provide the first classification of SPRED2-KO vs. wild-type mouse USVs using neural networks and reveal significant differences in their development and use of calls. Our results show, first, that simple experimental settings in combination with deep learning are successful at identifying genotype-dependent USV usage and, second, that SPRED2 deficiency negatively affects the vocalization usage and social communication of mice. KW - SPRED KW - SPRED2 KW - mice KW - neural networks KW - ultrasound vocalizations KW - DeepSqueak Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-248525 SN - 2076-3425 VL - 11 IS - 10 ER - TY - JOUR A1 - Hassouna, I. A1 - Ott, C. A1 - Wüstefeld, L. A1 - Offen, N. A1 - Neher, R. A. A1 - Mitkovski, M. A1 - Winkler, D. A1 - Sperling, S. A1 - Fries, L. A1 - Goebbels, S. A1 - Vreja, I. C. A1 - Hagemeyer, N. A1 - Dittrich, M. A1 - Rossetti, M. F. A1 - Kröhnert, K. A1 - Hannke, K. A1 - Boretius, S. A1 - Zeug, A. A1 - Höschen, C. A1 - Dandekar, T. A1 - Dere, E. A1 - Neher, E. A1 - Rizzoli, S. O. A1 - Nave, K.-A. A1 - Sirén, A.-L. A1 - Ehrenreich, H. T1 - Revisiting adult neurogenesis and the role of erythropoietin for neuronal and oligodendroglial differentiation in the hippocampus JF - Molecular Psychiatry N2 - Recombinant human erythropoietin (EPO) improves cognitive performance in neuropsychiatric diseases ranging from schizophrenia and multiple sclerosis to major depression and bipolar disease. This consistent EPO effect on cognition is independent of its role in hematopoiesis. The cellular mechanisms of action in brain, however, have remained unclear. Here we studied healthy young mice and observed that 3-week EPO administration was associated with an increased number of pyramidal neurons and oligodendrocytes in the hippocampus of similar to 20%. Under constant cognitive challenge, neuron numbers remained elevated until >6 months of age. Surprisingly, this increase occurred in absence of altered cell proliferation or apoptosis. After feeding a \(^{15}\)N-leucine diet, we used nanoscopic secondary ion mass spectrometry, and found that in EPO-treated mice, an equivalent number of neurons was defined by elevated \(^{15}\)N-leucine incorporation. In EPO-treated NG2-Cre-ERT2 mice, we confirmed enhanced differentiation of preexisting oligodendrocyte precursors in the absence of elevated DNA synthesis. A corresponding analysis of the neuronal lineage awaits the identification of suitable neuronal markers. In cultured neurospheres, EPO reduced Sox9 and stimulated miR124, associated with advanced neuronal differentiation. We are discussing a resulting working model in which EPO drives the differentiation of non-dividing precursors in both (NG2+) oligodendroglial and neuronal lineages. As endogenous EPO expression is induced by brain injury, such a mechanism of adult neurogenesis may be relevant for central nervous system regeneration. KW - neural stem-cells KW - recombinat-human-erythropoietin KW - cognitive functions KW - pyramidal neurons KW - nervous-sytem KW - brain-injury KW - mouse-brain KW - progenitors KW - mice KW - memory Y1 - 2016 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-186669 VL - 21 IS - 12 ER - TY - JOUR A1 - Singh, Amit K. A1 - Kingston, Joseph J. A1 - Gupta, Shishir K. A1 - Batra, Harsh V. T1 - Recombinant Bivalent Fusion Protein rVE Induces CD4+ and CD8+ T-Cell Mediated Memory Immune Response for Protection Against Yersinia enterocolitica Infection JF - Frontiers in Microbiology N2 - Studies investigating the correlates of immune protection against Yersinia infection have established that both humoral and cell mediated immune responses are required for the comprehensive protection. In our previous study, we established that the bivalent fusion protein (rVE) comprising immunologically active regions of Y pestis LcrV (100-270 aa) and YopE (50-213 aa) proteins conferred complete passive and active protection against lethal Y enterocolitica 8081 challenge. In the present study, cohort of BALB/c mice immunized with rVE or its component proteins rV, rE were assessed for cell mediated immune responses and memory immune protection against Y enterocolitica 8081 rVE immunization resulted in extensive proliferation of both CD4 and CD8 T cell subsets; significantly high antibody titer with balanced IgG1: IgG2a/IgG2b isotypes (1:1 ratio) and up regulation of both Th1 (INF-\(\alpha\), IFN-\(\gamma\), IL 2, and IL 12) and Th2 (IL 4) cytokines. On the other hand, rV immunization resulted in Th2 biased IgG response (11:1 ratio) and proliferation of CD4+ T-cell; rE group of mice exhibited considerably lower serum antibody titer with predominant Th1 response (1:3 ratio) and CD8+ T-cell proliferation. Comprehensive protection with superior survival (100%) was observed among rVE immunized mice when compared to the significantly lower survival rates among rE (37.5%) and rV (25%) groups when IP challenged with Y enterocolitica 8081 after 120 days of immunization. Findings in this and our earlier studies define the bivalent fusion protein rVE as a potent candidate vaccine molecule with the capability to concurrently stimulate humoral and cell mediated immune responses and a proof of concept for developing efficient subunit vaccines against Gram negative facultative intracellular bacterial pathogens. KW - I-tasser KW - Yersinia enterocolitica KW - memory immune responses KW - cytokine profiling KW - CD8+T cells KW - CD4+T cells KW - recombinant protein rVE KW - resistance KW - pneumonic plague KW - pestis infection KW - nonhuman-primates KW - III secretion KW - V-antigen KW - mice KW - vaccine Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-136114 VL - 6 IS - 1407 ER - TY - JOUR A1 - Tu, Xiaolin A1 - Chen, Jianquan A1 - Lim, Joohyun A1 - Karner, Courtney M. A1 - Lee, Seung-Yon A1 - Heisig, Julia A1 - Wiese, Cornelia A1 - Surendran, Kameswaran A1 - Kopan, Raphael A1 - Gessler, Manfred A1 - Long, Fanxin T1 - Physiological Notch Signaling Maintains Bone Homeostasis via RBPjk and Hey Upstream of NFATc1 JF - PLoS Genetics N2 - Notch signaling between neighboring cells controls many cell fate decisions in metazoans both during embryogenesis and in postnatal life. Previously, we uncovered a critical role for physiological Notch signaling in suppressing osteoblast differentiation in vivo. However, the contribution of individual Notch receptors and the downstream signaling mechanism have not been elucidated. Here we report that removal of Notch2, but not Notch1, from the embryonic limb mesenchyme markedly increased trabecular bone mass in adolescent mice. Deletion of the transcription factor RBPjk, a mediator of all canonical Notch signaling, in the mesenchymal progenitors but not the more mature osteoblast-lineage cells, caused a dramatic high-bone-mass phenotype characterized by increased osteoblast numbers, diminished bone marrow mesenchymal progenitor pool, and rapid age-dependent bone loss. Moreover, mice deficient in Hey1 and HeyL, two target genes of Notch-RBPjk signaling, exhibited high bone mass. Interestingly, Hey1 bound to and suppressed the NFATc1 promoter, and RBPjk deletion increased NFATc1 expression in bone. Finally, pharmacological inhibition of NFAT alleviated the high-bone-mass phenotype caused by RBPjk deletion. Thus, Notch-RBPjk signaling functions in part through Hey1-mediated inhibition of NFATc1 to suppress osteoblastogenesis, contributing to bone homeostasis in vivo. KW - expression KW - axial skeletal defects KW - transcription factor KW - alagille syndrome KW - osteoblast differentiation KW - human jagged1 KW - aortic-valve KW - T cells KW - mutations KW - mice Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-133490 VL - 8 IS - 3 ER -