Biology subjects

Suzuki, Y.

Publications and source records attributed to Suzuki, Y..

At least 73 records · Page 4Linked to original sources

bioRxiv2024

In vivo transition in chromatin accessibility during differentiation of deep-layer excitatory neurons in the neocortex

During the differentiation process of neurons, their gene transcription pattern changes according to both intrinsic and extrinsic stimuli-induced programs. Chromatin regulation at regulatory elements is involved in this precise control of gene expression. However, developmental changes in chromatin accessibility of the cortical neurons in vivo are less understood, partly because there is no convenient method to genetically label neurons of a specific lineage. Here, we establish a method for labeling the differentiating neurons of specific birthdates. Using this method, we traced the four-day differentiation process of in vivo deep-layer excitatory neurons in mouse embryonic cortex and examined the changes in the genome-wide transcription pattern and chromatin accessibility with RNA-seq and DNase-seq, respectively. The genomic regions of genes associated with mature neuron functions, such as deep layer-specific genes and genes responsive to external stimuli, became open even in the embryonic stage. Moreover, genes with bivalent marks in neural precursor/stem cells (NPCs) became open. Together, our data demonstrate the importance of chromatin regulation in vivo differentiating neurons during the embryonic stage to follow activation of neuronal genes in their maturation process.

developmental biology↗

bioRxiv2024

Phylogenomics, Classification, and Lifestyle Evolution in Raft- and Nursery web- Spiders (Araneae: Dolomedidae and Pisauridae)

Pisauridae Simon, 1890 or "nursery web spiders" are a global and heterogenous assemblage of spider genera with diverse lifestyles, containing web builders and webless species, as well as terrestrial and semi-aquatic species, notably "fishing spiders", genus Dolomedes Latreille, 1804. Incomplete, unresolved, or conflicting phylogenies have so far hampered testing for Dolomedes and pisaurid monophyly and evolution. Here, we broadly address these questions within a phylogenomic and comparative framework. Our goals are i) reconstruction of a robust phylogeny to test the monophyly of Dolomedes and Pisauridae and to amend Dolomedes classification; ii) estimation of evolutionary shifts and trends in lifestyles and capture webs; and iii) evaluation of hypotheses of morphological trait association with a semi-aquatic lifestyle. To this end we generate subgenomic data (ultraconserved elements or UCE) for 53 Dolomedes species and 28 pisaurid genera. We analyze these data using maximum likelihood, Bayesian, and multi-species coalescence approaches, as well as using two different phylogenetic time calibration methods, RelTime and MCMCtree. Consistent across analytical approaches, our phylogenies reject the monophyly of both Pisauridae and Dolomedes. "Pisaurid" genera fall into three clades: 1) Focal Clade I groups the majority, including Pisaura Simon, 1886, hence representing true pisaurids; 2) Focal Clade II = Blandinia Tonini et al., 2016 is sister to Trechaleidae Simon, 1890 and Lycosidae Sundevall, 1833; 3) Focal Clade III with fishing and raft spiders groups Dolomedes, Megadolomedes Davies and Raven, 1980, and Ornodolomedes Raven and Hebron, 2018 and is sister to Focal Clade II, Trechaleidae, and Lycosidae. Our taxonomy, based on complementary taxa and morphological evidence, resurrects Dolomedidae Simon, 1876 to include Dolomedes and the Oceanic genera Bradystichus Simon, 1884, Megadolomedes, Caledomedes Raven and Hebron, 2018, Mangromedes Raven and Hebron, 2018, Ornodolomedes, and Tasmomedes Raven and Hebron, 2018. Both RelTime and MCMCtree analyses yield comparable divergence estimations: Pisauridae origin is estimated between 29 and 40 Ma; Blandinia between 21 and 34 Ma; Dolomedidae between 10 and 17 Ma; and Dolomedes between 9 and 16 Ma. In order to avoid misleading significant correlations and/or over-resolved ancestral states, we performed taxon sampling bias correction in all evolutionary analyses. Evolutionary analyses reconstruct semi-aquatic lifestyle as ancestral to a large clade containing pisaurids, lycosids, trechaleids, Blandinia, and dolomedids, with several reversals to terrestrial lifestyle. Capture webs evolved at least three times, with reversals. Counter to expectation, the evolution of lifestyles and capture webs are independent. Although leg and tarsus lengths do not indicate lifestyles, semi-aquatic taxa are significantly larger than terrestrial ones. We explain this pattern with a biomechanical threshold over which surface tension can be broken while spiders forage under water. Our time-calibrated analyses indicate that the evolution of terrestrial and web-building lifestyles from semi-aquatic ancestors in Pisauridae coincided with cooling and drying climates in the mid-Miocene. We therefore hypothesize that climatic changes have acted as strong selection pressures toward lifestyle diversification.

evolutionary biology↗

bioRxiv2024

Rapid neutralizing assay for circulating H5N1 influenza virus in dairy cows

A rapid and safe neutralization assay is required for emerging highly pathogenic avian influenza viruses, including the H5N1 subtype, which was recently found in cows. Herein, we report a novel neutralization assay using HiBiT-tagged virus-like particles (hiVLPs). Our hiVLP-based neutralization test demonstrated a higher quantitative value and shorter assay time than conventional methods. We used this assay to evaluate whether the neutralizing antibodies induced by the candidate vaccine virus (NIID-002) were cross-reactive with cow-derived H5N1. Our results suggest that the circulating H5N1 virus in cows shares antigenic characteristics with NIID-002, providing significant implications for the development and preparation of vaccines.

microbiology↗

bioRxiv2024

Subsurface Microbial Colonization at Mineral-Filled Veins in 2-Billion-Year-Old Igneous Rock from the Bushveld Complex, South Africa

Recent advances in subsurface microbiology have demonstrated the habitability of multi-million-year-old igneous rocks, despite the scarce energy supply from rockwater interactions. Given the minimal evolution coupled with exceedingly slow metabolic rates in subsurface ecosystems, spatiotemporally stable igneous rocks can sustain microbes over geological time scales. This study investigated 2-billion-year-old igneous rock in the Bushveld Complex, South Africa, where ultradeep drilling is being executed by the International Continental Scientific Drilling Program (ICDP). New procedures were successfully developed to simultaneously detect indigenous and contaminant microbial cells in a drill core sample. Precision rock sectioning coupled with infrared, fluorescence and electron microscopy imaging of the rock section with submicron resolution revealed microbial colonization in veins filled with smectite. The entry and exit of microbial cells in the veins are severely limited by tight packing with smectite, the formation of which supplies energy sources for long-term habitability. Further microbiological characterization of drilled rock cores from the Bushveld Complex will expand the understanding of microbial evolution in deep igneous rocks over 2 billion years.

microbiology↗

bioRxiv2024

Spatial domain analysis to estimate spatiotemporal pathological mechanisms in microenvironment with single-cell spatial omics data

Single-cell spatial omics analysis requires consideration of biological functions and mechanisms in a microenvironment. However, microenvironment analysis using bioinformatic methods is limited by the need to detect histological morphology. In this study, we developed SpatialKNife (SKNY), an image-processing-based toolkit that detects spatial domains that potentially reflect histology and extends these domains to the microenvironment. The SKNY algorithm identified tumour spatial domains from spatial transcriptomic data of breast cancer, followed by clustering of these domains, trajectory estimation, and spatial extension to the tumour microenvironment (TME). The results of the trajectory estimation were consistent with the known mechanisms of cancer progression. We observed endothelial cell and macrophage infiltration into the TME at mid-stage progression. Our results suggest that analysis using the spatial domain as a unit reflects pathological mechanisms in the TME. This approach may be applicable to the biological estimation of diverse microenvironments.

bioinformatics↗

bioRxiv2024

Structural robustness and temporal vulnerability of the starvation-responsive metabolic network in liver of healthy and obese mice

Adaptation to starvation is a multi-molecular and temporally ordered process, that could be impaired in obesity. To elucidate how the healthy liver regulates various molecules in a temporally ordered manner during starvation and how obesity disrupts this process, we measured time course multiomic data in the liver of wild-type (WT) and leptin-deficient obese (ob/ob) mice during starvation. Using the measured data, we constructed a starvation-responsive metabolic network, that is a transomic network including responsive molecules and their regulatory relationships during starvation, and analyzed the structure of the network. In WT mice, ATP and AMP, the energy indicators, regulated various metabolic reactions in the network as the hub molecules, both of which were not responsive in ob/ob mice. However, the structural properties of the network were maintained in ob/ob mice. In WT mice, the molecules in the network were temporally ordered through metabolic process coordinated by the hub molecules including ATP and AMP and were positively or negatively co-regulated. By contrast, both temporal order and co-regulation were disrupted in ob/ob mice. Taken together, the starvation-responsive metabolic network is structurally robust, but temporally vulnerable by the loss of responsiveness of the hub molecules in obesity. In addition, we proposed a potential therapeutic target to treat the negative effects of obesity on intermittent fasting to extend lifespan. One Sentence SummaryHub molecules activate or inhibit various molecules in a temporally ordered manner in healthy liver, and the regulatory network is structurally robust but temporally vulnerable to obesity.

systems biology↗

bioRxiv2024

RADIP technology comprehensively identifies H3K27me3-mediated RNA-chromatin interactions

Many RNAs associate with chromatin, either directly or indirectly. Several technologies for mapping regions where RNAs interact across the genome have been developed to investigate the function of these RNAs. Obtaining information on the proteins involved in these RNA-chromatin interactions is critical for further analysis. Here, we developed RADIP (RNA and DNA interacting complexes ligated and sequenced (RADICL-seq) with immunoprecipitation), a novel technology that combines RADICL-seq technology with chromatin immunoprecipitation to characterize RNA-chromatin interactions mediated by individual proteins. Building upon the foundational principles of RADICL-seq, RADIP extends its advantages by increasing genomic coverage and unique mapping rate efficiency compared to existing methods. To demonstrate its effectiveness, we applied an anti-H3K27me3 antibody to the RADIP technology and generated libraries from mouse embryonic stem cells (mESCs). We identified a multitude of RNAs, including RNAs from protein-coding genes and non-coding RNAs, that are associated with chromatin via H3K27me3 and that likely facilitate the spread of Polycomb repressive complexes over broad regions of the mammalian genome, thereby affecting gene expression, chromatin structures and pluripotency of mESCs. Our study demonstrates the applicability of RADIP to investigations of the functions of chromatin-associated RNAs. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=97 SRC="FIGDIR/small/597497v1_ufig1.gif" ALT="Figure 1"> View larger version (17K): org.highwire.dtl.DTLVardef@c41e0forg.highwire.dtl.DTLVardef@1919e78org.highwire.dtl.DTLVardef@13adc29org.highwire.dtl.DTLVardef@14c3db8_HPS_FORMAT_FIGEXP M_FIG C_FIG

genomics↗

bioRxiv2024

Embryonic diversification of adult neural stem cells and ependymal cells

Both adult neural stem (type B) cells and ependymal (type E) cells in the mouse ventricular-subventricular zone (V-SVZ) are derived from slowly dividing (or quiescent) embryonic neural stem-progenitor cells (NPCs) that are set aside during development. However, it has remained unclear whether fate diversification between adult type B and type E cells actually occurs during embryogenesis. Here we performed single-cell transcriptomic analysis of slowly dividing embryonic NPCs and identified cell subpopulations transcriptionally similar to adult type B or type E cells. The type B- like embryonic cells appeared to emerge before embryonic day (E) 13.5, whereas the type E-like cells became evident between E13.5 and E16.5. Genes differentially expressed in B-like embryonic cells (versus E-like cells) included Tmem100, Cadm2, and bone morphogenetic protein (BMP)-induced genes. Forced expression of an active form of BMP receptor (ALK2QD), TMEM100, or CADM2 in embryonic NPCs resulted in preferential generation of adult type B cells relative to type E cells in the postnatal brain. Moreover, knockdown of TMEM100 resulted in relative enrichment of type E cells over type B cells. Our results indicate that the embryonic origin of adult type B cells and that of type E cells have already diverged molecularly during embryogenesis, and they have identified key molecular players in this fate bifurcation.

developmental biology↗

bioRxiv2024

TRBP regulates poly(I:C)-mediated apoptotic pathway by modulating miRNA biogenesis

Interferon (IFN) response is usually triggered by the invasion of viral RNAs, and is known to suppress RNA silencing triggered by microRNAs (miRNAs). However, the detailed mechanism regulating RNA silencing during IFN response has not been elucidated. We previously reported that a virus sensor protein, LGP2, which is an upregulated protein during IFN response, interacts with an RNA-binding protein, TRBP. Since TRBP is an RNA-binding protein which enhances miRNA biogenesis in collaboration with Dicer, the interaction of TRBP with LGP2 inhibits the interaction with Dicer and suppresses the TRBP-mediated miRNA biogenesis. During Sendai virus infection, we found that the inhibition of miRNA maturation caused by TRBP depletion resulted in the induction of apoptosis. However, the global gene expression network regulated by miRNAs during viral infection is not understood. In this study, we analyzed comprehensive data from RNA-sequencing and small RNA-sequencing during the antiviral response induced by poly(I:C) transfection, and investigated how TRBP regulates expression profiles of miRNAs and the downstream mRNAs. A group of miRNAs, including miRNAs preferably bind to TRBP, were downregulated by poly(I:C) transfection. Although about 60 % of miRNAs were situated in the introns of their host genes, the expression levels of mature miRNAs were not correlated with those of host genes. Therefore, the downregulation of the expression levels of mature miRNAs was considered to be not caused by transcriptional inhibition of host genes but by the inhibition of TRBP-mediated miRNA processing. Target prediction analysis suggested that the downregulated miRNAs in the presence of TRBP but not in the absence of TRBP mainly targeted transcription factors. Furthermore, these transcription factors were included in the regulators of apoptosis- and cell cycle-related factors. Some of these regulators were also predicted to be the direct targets of downregulated miRNAs in the presence of TRBP. Thus, it was revealed that the downregulation of miRNAs in the presence of TRBP regulates the expression of apoptosis- and cell cycle-related genes either directly or indirectly through adjusting the expression levels of transcription factors. These results suggest that TRBP has a pivotal role in the determination of cell fates during viral infection regulating the miRNA-mRNA regulatory networks through modifying miRNA biogenesis.

molecular biology↗

bioRxiv2024

Protein design of two-component tubular assemblies like cytoskeletons

Recent advances in protein design have ushered in an era of constructing intricate higher-order structures1. Despite this progress, orchestrating the assembly of diverse protein units into cohesive artificial structures akin to biological assembly systems, especially in tubular forms, remains an elusive goal. To address this, we introduce the Nature-Inspired Protein Assembly Design (NIPAD), a novel methodology that utilises two distinct protein units to create unique tubular structures under carefully designed conditions. These structures demonstrate dynamic flexibility similar to that of actin filaments, with cryo-electron microscopy revealing diverse morphologies, like microtubules. By mimicking actin filaments, helical conformations were incorporated into tubular assemblies, thereby enriching their structural diversity. Remarkably, these assemblies can be reversibly disassembled and reassembled in response to environmental stimuli, such as changes in salt concentration and temperature, mirroring the dynamic behaviour of natural systems. NIPAD combines rational protein design with biophysical insights, leading to the creation of biomimetic, adaptable, and reversible higher-order assemblies. This approach deepens our understanding of protein assembly design and complex biological structures. Concurrently, it broadens the horizons of synthetic biology and material science, holding significant implications for unravelling lifes fundamental processes and pioneering new applications.

biochemistry↗

bioRxiv2024

Inferring extrinsic factor-dependent single-cell transcriptome dynamics using a deep generative model

1RNA velocity estimation helps elucidate temporal changes in the single-cell transcriptome. However, current methodologies for inferring single-cell transcriptome dynamics ignore extrinsic factors, such as experimental conditions and neighboring cell. Here, we propose ExDyn--a deep generative model integrated with splicing kinetics for estimating cell state dynamics dependent on extrinsic factors. ExDyn enables the counterfactual inference of cell state dynamics under different conditions. Among the extrinsic factors, ExDyn can extract key features which have large effects on cell state dynamics. ExDyn correctly estimated the difference in dynamics between two conditions and showed better accuracy over existing RNA velocity methods. ExDyn were utilized for unveiling the effect of PERK-knockout on neurosphere differentiation, hematopoietic stem cell differentiation driven by chromatin activity and the dynamics of squamous cell carcinoma cells dependent on colocalized neighboring cells. These results demonstrated that ExDyn is useful for analyzing key features in the dynamic generation of heterogeneous cell populations.

bioinformatics↗

bioRxiv2024

Characterization of sediment and granite hosted deep underground research laboratories reveals diverse microbiome functions, limited temporal variation and substantial genomic conservation

Underground research laboratories (URLs) provide a window on the deep biosphere and enable investigation of potential microbial impacts on nuclear waste, CO2 and H2 stored in the subsurface. We carried out the first multi-year study of groundwater microbiomes sampled from defined intervals between 140 and 400 m below the surface of the Horonobe and Mizunami URLs, Japan. We reconstructed draft genomes for >90% of all organisms detected over a four year period. The Horonobe and Mizunami microbiomes are dissimilar, likely because the Mizunami URL is hosted in granitic rock and the Horonobe URL in sedimentary rock. Despite this, hydrogen metabolism, rubisco-based CO2 fixation, reduction of nitrogen compounds and sulfate reduction are well represented functions in microbiomes from both URLs, although methane metabolism is more prevalent at the organic- and CO2-rich Horonobe URL. High fluid flow zones and proximity to subsurface tunnels select for candidate phyla radiation bacteria in the Mizunami URL. We detected near-identical genotypes for approximately one third of all genomically defined organisms at multiple depths within the Horonobe URL. This cannot be explained by inactivity, as in situ growth was detected for some bacteria, albeit at slow rates. Given the current low hydraulic conductivity and groundwater compositional heterogeneity, ongoing inter-site strain dispersal seems unlikely. Alternatively, the Horonobe URL microbiome homogeneity may be explained by higher groundwater mobility during the last glacial period. Genotypically-defined species closely related to those detected in the URLs were identified in three other subsurface environments in the USA. Thus, dispersal rates between widely separated underground sites may be fast enough relative to mutation rates to have precluded substantial divergence in species composition. Species overlaps between subsurface locations on different continents constrain expectations regarding the scale of global subsurface biodiversity. Overall, microbiome and geochemical stability over the study period has important implications for underground storage applications.

microbiology↗

bioRxiv2023

First cleavage is a manifestation of the geometry of the unfertilized oocyte: implications for monozygotic twinning in mice.

A long-standing question in mammalian embryology is whether regional differences of oocyte composition matter for the properties of blastomeres receiving those regions after fertilization. A hitherto untested hypothesis is that allocation depends on the orientation of 1st cleavage. However, the orientation is influenced by the site of sperm entry, which can be almost anywhere on the membrane of oocytes when these are inseminated. This variability undermines consistency and reproducibility of studies. Therefore, we harnessed the intracytoplasmic sperm injection to impose the site of fertilization in three specific ooplasmic regions (animal pole, vegetal pole, equator) in mice. Notwithstanding this categorical distinction, after 1st cleavage, the sister blastomeres differed from each other nearly the same way, as measured by gene expression and twin blastocysts formation following 2-cell embryo splitting. We reasoned that either the oocyte territories did not matter, or their effect was obscured by other factors. To shed light on these possibilities, we immobilized the oocytes on the micromanipulation stage during sperm injection and for 24 h thereafter. Imaging revealed that the orientation of 1st cleavage, instead of varying with the fertilization site, followed the shorter diameter of the unfertilized oocyte. This led in most cases to the segregation of animal and vegetal hemispheres into the sister blastomeres of 2-cell embryos. Since one blastomere received more of the animal materials and the other blastomere more of the vegetal materials, this offers a rationale to explain the distinct properties of monozygotic twins derived from 2-cell embryos in mice.

developmental biology↗

bioRxiv2023

Heterogeneity analysis of acute exacerbations of chronic obstructive pulmonary disease and a deep learning framework with weak supervision and privacy protection

11.1 BackgroundChronic obstructive pulmonary disease (COPD) affects 5-10% of the adult US population and is a major cause of mortality. Acute exacerbations of COPD (AECOPDs) are a major driver of COPD morbidity and mortality, but there are no cost-effective methods to identify early AECOPDs when treatment is most likely to reduce the severity and duration of AECOPDs. 1.2 MethodsWe conducted the first long-term (> 12 months), real-time monitoring studies of AECOPD with wearable sensors and self-reporting. We applied a deep learning-based autoencoder for feature extractions, then applied K-means clustering to detect heterogeneity. Accordingly, we proposed a weakly supervised active learning framework to develop anomaly detection models for robust identification of early AECOPD, and a clustered federated learning approach to personalize the anomaly detection models for early detection of heterogeneous subtypes of AECOPD. We evaluated this model by comparing it with other unsupervised learning models and federated learning models. 1.3 FindingsWe identified two clusters based on the Silhouette score and SHAP analysis.One cluster shows high heart rate, low calories, and low steps; and the other has opposite characteristics. We also found out that a single subject could have exacerbation events from both clusters, indicating that there is not only subject-level heterogeneity but also event-level heterogeneity. Our weakly supervised framework outperformed unsupervised methods by 0.06 in average precision with 25 human annotation labels per subject. Our federated learning framework outperformed standard federated learning methods by 0.14 in F1 score and 0.17 in average precision. 1.4 InterpretationWe showed subject-level and event-level heterogeneity in AECOPD using mobile and wearable device data and developed a practical AECOPD detection framework with limited human annotated labels and keeping data private in each device.

bioinformatics↗

bioRxiv2023

Trans-omic analysis reveals opposite metabolic dysregulation between feeding and fasting in liver associated with obesity

Dysregulation of liver metabolism associated with obesity during feeding and fasting leads to the breakdown of metabolic homeostasis. However, the underlying mechanism remains unknown. Here, we measured multi-omics data in the liver of wild-type and leptin-deficient obese (ob/ob) mice at ad libitum feeding, and constructed a differential regulatory trans-omic network of metabolic reactions. We compared the trans-omic network at feeding with that at 16 h-fasting constructed in our previous study. Intermediate metabolites in glycolytic and nucleotide metabolism decreased in ob/ob mice at feeding but increased at fasting. Allosteric regulation reversely shifted between feeding and fasting, generally showing activation at feeding while inhibition at fasting in ob/ob mice. Transcriptional regulation was similar between feeding and fasting, generally showing inhibiting transcription factor regulations, activating enzyme protein regulations in ob/ob mice. The opposite metabolic dysregulation between feeding and fasting characterizes breakdown of metabolic homeostasis associated with obesity.

systems biology↗

bioRxiv2023

Dengue virus exploits the host tRNA epitranscriptome to promote viral replication

The 40-50 RNA modifications of the epitranscriptome regulate posttranscriptional gene expression. Here we show that flaviviruses hijack the host tRNA epitranscriptome to promote expression of pro-viral proteins, with tRNA-modifying ALKBH1 acting as a host restriction factor in dengue virus infection. Early in the infection of human Huh-7 cells, ALKBH1 and its tRNA products 5-formylcytidine (f5C) and 2-O-methyl-5-formylcytidine (f5Cm) were reduced. ALKBH1 knockdown mimicked viral infection, but caused increased viral NS3 protein levels during infection, while ALKBH1 overexpression reduced NS3 levels and viral replication, and increased f5C and f5Cm. Viral NS5, but not host FTSJ1, increased f5Cm levels late in infection. Consistent with reports of impaired decoding of leucine UUA codon by f5Cm-modified tRNALeu(CAA), ALKBH1 knockdown induced translation of UUA-deficient transcripts, most having pro-viral functions. Our findings support a dynamic ALKBH1/f5Cm axis during dengue infection, with virally-induced remodeling of the proteome by tRNA reprogramming and codon-biased translation.

microbiology↗

bioRxiv2023

Trait selection strategy in multi-trait GWAS: Boosting SNPs discoverability

Since the first Genome-Wide Association Studies (GWAS), thousands of variant-trait associations have been discovered. However, the sample size required to detect additional variants using standard univariate association screening is increasingly prohibitive. Multi-trait GWAS offers a relevant alternative: it can improve statistical power and lead to new insights about gene function and the joint genetic architecture of human phenotypes. Although many methodological hurdles of multi-trait testing have been discussed, the strategy to select trait, among overwhelming possibilities, has been overlooked. In this study, we conducted extensive multi-trait tests using JASS (Joint Analysis of Summary Statistics) and assessed which genetic features of the analysed sets were associated with anincreased detection of variants as compared to univariate screening. Our analyses identified multiple factors associated with the gain in the association detection in multi-trait tests. Together, these factors of the analysed sets are predictive of the gain of the multi-trait test (Pearsons {rho} equal to 0.43 between the observed and predicted gain, P < 1.6 x 10-60). Applying an alternative multi-trait approach (MTAG, multi-trait analysis of GWAS), we found that in most scenarios but particularly those with larger numbers of traits, JASS outperformed MTAG. Finally, we benchmark several strategies to select set of traits including the prevalent strategy of selecting clinically similar traits, which systematically underperformed selecting clinically heterogenous traits or selecting sets that issued from our data-driven models. This work provides a unique picture of the determinant of multi-trait GWAS statistical power and outline practical strategies for multi-trait testing.

genetics↗

bioRxiv2023

Synaptic plasticity in the medial preoptic area of male mice encodes social experiences with female and regulates behavior toward young

A dramatic shift from aggressive infanticidal to paternal behaviors is an essential event for male mice after mating. While the central part of the medial preoptic area (cMPOA) has been shown to critically mediate the paternal behaviors in mice, how this brain region becomes activated by mating and subsequent interaction with pups has not been investigated. Here, we demonstrate that the reduction in inhibitory synaptic strength towards the cMPOA provided by posterior-dorsal medial amygdala (MePD) neurons is a key event for the post-mating behavioral shift in males. Consistent with this, we found optogenetic disinhibition of MeCartpt to the cMPOA synapses reduces male aggression towards pups. The cMPOA of paternal mice mediated pup-induced neural plastic changes in the bed nucleus of the stria terminalis. These findings provide possible functions of cMPOA neural circuits required for the reception to young in male mice.

zoology↗