Biology subjects

Fukuda, S.

Publications and source records attributed to Fukuda, S..

31 records · Page 2Linked to original sources

bioRxiv2022

Alternative stable states, nonlinear behavior, and predictability of microbiome dynamics

Microbiome dynamics are both crucial indicators and drivers of human health, agricultural output, and industrial bio-applications. However, predicting microbiome dynamics is notoriously difficult because communities often show abrupt structural changes, such as "dysbiosis" in human microbiomes. We here integrate theoretical and empirical bases for anticipating drastic shifts of microbial communities. We monitored 48 experimental microbiomes for 110 days and observed that various community-level events, including collapse and gradual compositional changes, occurred according to a defined set of environmental conditions. We then confirmed that the abrupt community changes observed through the time-series could be described as shifts between "alternative stable states" or dynamics around complex attractors. Furthermore, collapses of microbiome structure were successfully anticipated by means of the diagnostic threshold defined with the energy landscape analysis of statistical physics or that of a stability index of nonlinear mechanics. These results indicate that abrupt microbiome events in complex microbial communities can be forecasted by extending classic ecological concepts to the scale of species-rich microbial systems.

ecology↗

bioRxiv2022

Cardiac neural crest lineage diversity and underlying gene regulatory networks revealed by multimodal analysis

Neural crest cells (NCCs), a multipotent stem cell population, contribute to cardiac development as a source of the outflow septum, vascular smooth muscle and semilunar valves. However, genetic programs underlying lineage diversification of cardiac NCCs remain largely unknown. Using single-cell (sc) and spatial transcriptomics, we demonstrate multiple NCC subpopulations with distinct gene expression signatures; smooth muscle(-like), non-muscle mesenchymal, and Schwann cell progenitor/melanoblast-like cells. Integrative scRNA-seq and scATAC-seq analyses predict lineage trajectories starting from immature NCCs, which bifurcate into smooth muscle(-like) and non-muscle mesenchymal lineages in association with hierarchical transcription factor networks. Combinatory analyses with Cre-mediated genetic lineage tracing characterize intermediate NCCs at the bifurcation as Sox9+/Scx+ tendon and cartilage progenitor-like cells with genetic programs, some of which are common to skeletal tissues whereas others are unique to cardiac NCCs. These findings provide a basis for understanding the roles of NCCs in cardiac development and pathogenesis particularly associated with calcification.

developmental biology↗

bioRxiv2022

Akkermansia Muciniphila induces chronic extramedullary hematopoiesis through cooperative IL-1R and TLR signals

Bacterial infections can activate and mobilize hematopoietic stem and progenitor cells (HSPCs) from the bone marrow (BM) to spleen, which is termed as extramedullary hematopoiesis (EMH). Recent studies suggest that commensal bacteria, particularly the microbiota, regulates not only the host immune system but also hematopoietic homeostasis. However, the impact of gut microbial species on hematopoietic pathology remains largely unknown. Here we found that systemic injection of Akkermansia muciniphila (A. m.), a mucin-degrading bacterium abundantly existing in the human gut rapidly activates BM myelopoiesis, and induces a slow but long-lasting hepato-splenomegaly, characterized by the expansion and differentiation of functional HSPCs, which we termed chronic EMH. Genetic deletion of Toll-like receptor-2 and -4 (TLR2/4) partially diminished A. m.-induced chronic EMH, while additional pharmacological inhibition of the interleukin-1 receptor (IL-1R) completely alleviated splenomegaly and EMH. Our results demonstrate that cooperative IL-1R- and TLR-mediated innate immune signals regulate commensal bacteria-driven EMH, which might be relevant for certain autoimmune disorders. Article SummaryThe aim of our study is to understand how Akkermansia muciniphila (A.m.), one of the major mucin-degrading microbial species in the human gut activate the immune and hematopoietic systems in a mouse model. We found that a single injection of the A.m. membrane fraction can induce long-lasting hepatosplenomegaly with splenic EMH through cooperative IL-1R- and TLR-mediated innate immune signals.

microbiology↗

bioRxiv2021

The learning curve of murine subretinal injection among clinically trained ophthalmic surgeons

PO_SCPLOWURPOSEC_SCPLOWSubretinal injection (SRI) in mice is widely used in retinal research, yet the learning curve (LC) of this surgically challenging technique is unknown. MO_SCPLOWETHODSC_SCPLOWTo evaluate the LC for SRI in a murine model, we analyzed training data from 3 clinically trained ophthalmic surgeons from 2018 to 2020. Successful SRI was defined as either the absence of retinal pigment epithelium (RPE) degeneration after phosphate buffer saline injection and the presence of RPE degeneration after Alu RNA injection. Multivariable survival-time regression models were used to evaluate the association between surgeon experience and success rate, with adjustment for injection agents, and to calculate an approximate case number to achieve a 95% success rate. A Cumulative Sum (CUSUM) analysis was performed and plotted individually to monitor each surgeons simultaneous performance. RO_SCPLOWESULTSC_SCPLOWDespite prior microsurgery experience, the combined average success rate of the first 50 cases in mice was only 27%. The predicted SRI success rate did not reach a plateau above 95% until approximately 364 prior cases. Using the 364-training case as a "cutoff" point, the predicted probability of success before and after the 364th case was 65.38% and 99.32%, respectively (P < 0.0001). CUSUM analysis showed an initial upward slope and then remained within the decision intervals with an acceptable success rate set at 95% in the late stage. CO_SCPLOWONCLUSIONSC_SCPLOWThis study demonstrates the complexity and substantial LC for successful SRI in mice with high confidence. A systematic training system could improve the reliability and reproducibility of SRI-related experiments and improve the interpretation of experimental results using this technique. Translational RelevanceOur prediction model and monitor system allow objective quantification of technical proficiency in the field of subretinal drug delivery and gene therapy for the first time.

neuroscience↗

bioRxiv2021

Hematopoietic stem and progenitor cells integrate Bacteroides-derived innate immune signals to promote gut tissue repair

Bone marrow (BM)-resident hematopoietic stem and progenitor cells (HSPCs) are often activated by bacterial insults to replenish the host hemato-immune system, but how they integrate the associated tissue damage signals to initiate distal tissue repair is largely unknown. Here, we showed that acute gut inflammation expands HSPCs in the BM through GM-CSFR activation, and directs them to inflamed mesenteric lymph nodes for further differentiation into myeloid cells specialized in gut tissue repair. We also identified that this process is exclusively mediated by Bacteroides, a commensal gram-negative bacteria, that activates innate immune signaling. In contrast, chronic gut inflammation reduces HSC potential for hematopoietic reconstitution and immune response against infection. Similarly, microbial signals contribute to aging-associated HSPC expansion. These findings establish a cross-organ communication that promotes tissue regeneration, but if sustained, impairs tissue homeostasis that may be relevant to aging and chronic disorders. SummaryThe infiltrating microbiota Bacteroides upon acute colitis directed MPP migration from the BM to the MLN for their subsequent expansion and differentiation into tissue-repairing Ly6C+/G+ cells, whereas chronic colitis impairs HSC functionality similarly as aging.

pathology↗

bioRxiv2021

Highly concentrated trehalose induces transient senescence-associated secretory phenotype in fibroblasts via CDKN1A/p21

Trehalose is the nonreducing disaccharide of glucose, evolutionarily conserved in invertebrates, but does not exist in vertebrates. The living skin equivalent (LSE) is an organotypic coculture containing keratinocytes cultivated on fibroblast-populated dermal substitutes. We demonstrated that human primary fibroblasts treated with highly concentrated trehalose promote significantly extensive spread of the epidermal layer of LSE without any deleterious effects. The RNA-seq analysis data and Ingenuity pathway analysis of the differentially expressed genes of trehalose-treated 2D and 3D fibroblasts at early time points revealed the involvement of the CDKN1A pathway, which is necessary for the marked upregulation of growth factors including DPT. By contrast, the mRNA-seq data of LSEs 2-weeks after air exposure indicated that gene expression profiles are similar for untreated and trehalose-treated cells in both keratinocytes and fibroblasts. The trehalose-treated fibroblasts were positive for senescence-associated {beta}-galactosidase with the significantly downregulated expressions of LMNB1. Finally, we demonstrated that transplantation of the dermal substitute with trehalose-treated fibroblasts accelerated wound closure and increased capillary formation significantly in the experimental mouse wounds in vivo. These data indicate that high-concentration trehalose can induce the beneficial senescence-associated secretory phenotype in fibroblasts via CDKN1A/p21, which may be therapeutically useful for optimal wound repair.

cell biology↗

bioRxiv2020

Trade-off between plasticity and velocity in mycelial growth

Tip-growing fungal cells maintain the cell polarity at the apical regions and elongate by de novo synthesis of cell wall. Cell polarity and growth rate affect the mycelial morphogenesis, however, it remains unclear how they act cooperatively to determine cell shape. Here we investigated their relationship by analyzing hyphal tip growth of filamentous fungi growing inside extremely narrow 1 m-width channels of microfluidic devices. Since the channels are much narrower than the diameter of hyphae, the hyphae must change its morphology when they grow through the channels. Live imaging analysis revealed that hyphae of some species continued growing through the channels, whereas hyphae of other species often ceased growing when passing through the channels or lost the cell polarity after emerging from the channels. Fluorescence live imaging analysis of the Spitzenkorper, a collection of secretory vesicles and polarity-related proteins at hyphal tips, in Neurospora crassa hyphae indicates that hyphal tip growth requires a very delicate balance of ordered exocytosis to maintain polarity in spatially confined environments. We analyzed the mycelial growth of seven fungal species from different lineages, which also include phytopathogenic fungi. This comparative cell biology showed that the growth defects in the channels were not correlated with their taxonomic classification nor with the width of hyphae, but, correlated with the hyphal elongation rate. This is the first report indicating a trade-off between plasticity and velocity in mycelial growth, and serves to understand fungal invasive growth into substrates or plant/animal cells, with direct impact on fungal biotechnology, ecology and pathogenicity.

microbiology↗

bioRxiv2020

Bacteroides uniformis enhances endurance exercise performance through gluconeogenesis

Athletes require high levels of energy to exercise under extreme conditions. Gut microbiota supplies energy to the host; however, the mechanism how gut microbiota contribute in the athlete is unclear. In this study, we determined that gut microbiota of Japanese long-distance runners differed from that of non-athletes, and the Bacteroides uniformis cell number in the feces correlated with 3,000-m race time. Mice administrated with B. unformis extended the swimming time to exhaustion. Furthermore, acetate and propionate concentrations in the cecum increased in B. uniformis-administered mice subjected to weekly exercise. Expression levels of carnitine palmitoyl transferase la and phosphoenolpyruvate carboxykinase genes were elevated in the liver, suggesting that acetate and propionate produced by B. uniformis improve endurance exercise performance, at least in part, through enhancing gluconeogenesis. In addition, -cyclodextrin administration increased B. uniformis and improved the performance in humans and mice, thus it is a candidate substance enhancing exercise performance through modification of gut microbiota.

microbiology↗

bioRxiv2019

Energy landscape analysis of ecological communities elucidates the phase space of community assembly dynamics

Compositional multistability is widely observed in multispecies ecological communities. Since differences in community composition often lead to differences in community function, understanding compositional multistability is essential to comprehend the role of biodiversity in maintaining ecosystems. In community assembly studies, it has long been recognized that the order and timing of species migration and extinction influence structure and function of communities. The study of multistability in ecology has focused on the change in dynamical stability across environmental gradients, and was developed mainly for low-dimensional systems. As a result, methodologies for studying the compositional stability of empirical multispecies communities are not well developed. Here, we show that models previously used in ecology can be analyzed from a new perspective - the energy landscape - to unveil compositional stability in observational data. To show that our method can be applicable to real-world ecological communities, we simulated assembly dynamics driven by population level processes, and show that results were mostly robust to different simulation assumptions. Our method reliably captured the change in the overall compositional stability of multispecies communities over environmental change, and indicated a small fraction of community compositions that may be channels for transitions between stable states. When applied to murine gut microbiota, our method showed the presence of two alternative states whose relationship changes with age, and suggested mechanisms by which aging affects the compositional stability of the murine gut microbiota. Our method provides a practical tool to study the compositional stability of communities in a changing world, and will facilitate empirical studies that integrate the concept of multistability from different fields.

ecology↗

bioRxiv2018

High-speed atomic force microscopy visualizes mobility of photosynthetic proteins in grana thylakoid membranes

Thylakoid membranes in chloroplasts contain photosynthetic protein complexes that convert light energy into chemical energy. Photosynthetic protein complexes are considered to undergo structural reorganization to maintain the efficiency of photochemical reactions. A detailed description of the mobility of photosynthetic complexes in real-time is necessary to understand how macromolecular organization of the membrane is altered by environmental fluctuations. Here, we used high-speed atomic force microscopy to visualize and characterize the in situ mobility of individual protein complexes in grana thylakoid membranes isolated from Spinacia oleracea. Our observations reveal that these membranes can harbor complexes with at least two distinctive classes of mobility. A large fraction of grana membranes contained proteins with quasi-static mobility, exhibiting molecular displacements smaller than 10 nm2. In the remaining fraction, the protein mobility is variable with molecular displacements of up to 100 nm2. This visualization at high-spatiotemporal resolution enabled us to estimate an average diffusion coefficient of [~]1 nm2 s-1. Interestingly, both confined and Brownian diffusion models could describe the protein mobility of the second group of membranes. We also provide the first direct evidence of rotational diffusion of photosynthetic complexes. The rotational diffusion of photosynthetic complexes could be an adaptive response to the high protein density in the membrane to guarantee the efficiency of electron transfer reactions. This characterization of the mobility of individual photosynthetic complexes in grana membranes establishes a foundation that could be adapted to study the dynamics of the complexes inside the intact and photosynthetically functional thylakoid membranes to be able to understand its structural responses to diverse environmental fluctuations. STATEMENT OF SIGNIFICANCEWe characterized the dynamics of individual photosynthetic protein complexes in grana thylakoid membranes from Spinacia oleracea by high-speed atomic microscopy (HS-AFM). Direct visualization at high spatiotemporal resolution unveils that the mobility of photosynthetic proteins is heterogeneous but governed by the confinement effect imposed by the high protein density in the thylakoid membrane. The photosynthetic complexes display rotational diffusion, which might be a consequence of the crowded environment in the membrane and a mechanism to sustain an efficient electron transfer chain.

biophysics↗

bioRxiv2018

Stabilizing Obligatory Non-native Intermediates Along Co-transcriptional Folding Trajectories of SRP RNA Affects Cell Viability

Signal recognition particle (SRP) in Escherichia coli comprises protein Ffh and SRP RNA. Its essential functionality--co-translational protein-targeting/delivery to cellular membranes-- hinges on the RNA attaining a native long-hairpin fold that facilitates protein conformational rearrangements within the SRP complex. Since RNA folds co-transcriptionally on RNA polymerase, we use high-resolution optical tweezers to first characterize the mechanical unfolding/refolding of incrementally lengthened RNAs from stalled transcription complexes until reaching the full-length transcript. This analysis allows identification of folding intermediates adopted during the real-time co-transcriptional folding of SRP RNA. The co-transcriptional folding trajectories are surprisingly invariant to transcription rates, and involve formation of an obligatory non-native hairpin intermediate that eventually resolves into the native fold. SRP RNA variants designed to stabilize this non-native intermediate--likely sequestering the SRP ribonucleoprotein complex in an inactive form--greatly reduce cell viability, indicating that the same co-transcriptional folding mechanism operates in vivo and possible alternative antibiotic strategies.\n\nHighlightsO_LIFolding pathway of an essential functional RNA has been resolved co-transcriptionally.\nC_LIO_LIThe co-transcriptional folding pathway of SRP RNA is invariant to transcription rates.\nC_LIO_LINascent SRP RNA obligatorily forms a non-native intermediate before adopting the native fold.\nC_LIO_LIModulating transitions from the non-native to native SRP RNA hairpin fold alters cell viability.\nC_LI

biophysics↗

bioRxiv2018

A survey of public attitudes towards third-party reproduction in Japan in 2014

Objective: The objective of this study was to examine public attitudes towards third-party reproduction and the disclosure of conception through third-party reproduction.\n\nMethods: We conducted the web-based survey for the public attitude towards third-party reproduction in February 2014. Twenty-five hundred people were recruited with equal segregation of age (20s, 30s, 40s, and 50s) and gender. We analyzed the association between gender, age, infertility, and ethical view using a questionnaire regarding donor sperm, donor oocyte, donor embryo, gestational surrogacy, and disclosure to offspring.\n\nResults: Of the respondents, 36.2% approved and 26.6% disapproved with gamete or embryo donation. The frequency of those who approved was the lowest in females in the 50-59 years age group, and was significantly higher in males or females with infertility. Secondly, 40.9% approved and 21.8% disapproved with gestational surrogacy. The frequency of those who approved gestational surrogacy was higher in males or females with infertility. Thirdly, 46.3% of respondents agreed and 20.4% disagreed with \"offspring have the right to know their origin\". Those who disagreed were primarily in the 50-59 age group of both genders, and disagreement was significantly higher in the infertility group compared with non-infertility group.\n\nConclusion: In this study, public attitudes were affected by gender, age, and experience of infertility. These study findings are important in understanding the attitude towards third-party reproduction and disclosure to the offspring. Respondents having indecisive attitudes were >30%, which might indicate an increased requirement for information and education to enhance the discussion on the ethical consensus on third-party reproduction in Japan.

scientific communication and education↗

bioRxiv2016

Liberation from equations: An equation-free method reveals the ecological interaction networks within complex microbial ecosystems

O_LIMapping the network of ecological interactions is key to understanding the composition, stability, function and dynamics of microbial communities. In recent years various approaches have been used to reveal microbial interaction networks from metagenomic sequencing data, such as time-series analysis, machine learning and statistical techniques. Despite these efforts it is still not possible to capture details of the ecological interactions behind complex microbial dynamics.\nC_LIO_LIWe developed the sparse S-map method (SSM), which generates a sparse interaction network from a multivariate ecological time-series without presuming any mathematical formulation for the underlying microbial processes. The advantage of the SSM over alternative methodologies is that it fully utilizes the observed data using a framework of empirical dynamic modelling. This makes the SSM robust to non-equilibrium dynamics and underlying complexity (nonlinearity) in microbial processes.\nC_LIO_LIWe showed that an increase in dataset size or a decrease in observational error improved the accuracy of SSM whereas, the accuracy of a comparative equation-based method was almost unchanged for both cases and equivalent to the SSM at best. Hence, the SSM outperformed a comparative equation-based method when datasets were large and the magnitude of observational errors were small. The results were robust to the magnitude of process noise and the functional forms of inter-specific interactions that we tested. We applied the method to a microbiome data of six mice and found that there were different microbial interaction regimes between young to middle age (4-40 week-old) and middle to old age (36-72 week-old) mice.\nC_LIO_LIThe complexity of microbial relationships impedes detailed equation-based modeling. Our method provides a powerful alternative framework to infer ecological interaction networks of microbial communities in various environments and will be improved by further developments in metagenomics sequencing technologies leading to increased dataset size and improved accuracy and precision.\nC_LI

ecology↗