Biology subjects

Noguchi, T.

Publications and source records attributed to Noguchi, T..

15 recordsLinked to original sources

bioRxiv2026

A versatile and stable reporter platform for human rhinovirus and other enteroviruses

Human rhinovirus (HRV), a major cause of upper respiratory infections, has increasingly been associated with lower respiratory tract disease. Although tools to investigate HRV pathogenesis are needed, they remain limited. Reporter viruses expressing fluorescent or luminescent proteins are powerful tools for analyzing viral distribution and replication; however, insertion of a reporter gene often impairs viral replication, and the inserted gene is readily lost during serial passage. To address these problems, we established a versatile and stable strategy for generating reporter HRV and other enteroviruses. The gene encoding mScarlet3, a red fluorescent protein, was inserted between the 5'UTR and VP4 gene, a site previously used in other enteroviruses but not in HRV. Optimizing the 2A cleavage sequence between mScarlet3 and VP4 yielded a reporter HRV with growth kinetics comparable to those of the wild-type virus. To improve the genetic stability of the reporter insert, we evaluated GC-content optimization of the reporter gene and relocation of the cis-acting replication element (CRE). GC-content optimization substantially improved reporter stability in both HRV-B14 and EV-A71, whereas CRE relocation provided additional stabilization in EV-A71 but not in HRV-B14, demonstrating the potential applicability of this strategy to other enteroviruses. This strategy for constructing stable reporter HRV and other enteroviruses will facilitate studies of enterovirus pathogenesis.

microbiology↗

bioRxiv2026

Evaluating Lightweight and Full Fine-Tuning Strategies Against Classical Machine Learning for Protein Function Prediction

Motivation Protein language models (PLMs) have emerged as powerful tools for sequence-based prediction of protein function, yet systematic benchmarks comparing frozen embeddings, fine-tuning strategies like Low-Rank Adaptation (LoRA) and classical machine learning (ML) remain limited. We benchmarked four ML strategies: ML using amino acid descriptors (SL-AAFeat), ML using frozen embeddings from 20 PLMs across various pooling strategies (SL-Embed), full model fine-tuning (FT-Full) and LoRA-based fine-tuning (FT-LoRA). Performance was evaluated on the in-house VHH phage display dataset (VHH) for binding affinity prediction and the TAPE fluorescence dataset (FLS and FLS10) for mutational effect prediction. Results Model performance depended strongly on the dataset and adaptation strategy. Max pooling consistently improved embedding-based models, while amino acid descriptors remained competitive under specific datasets and resource constraints. Fine-tuning generally provided the highest predictive performance, but the advantage is not universal. Hyperparameter optimization significantly enhanced FT-LoRA, enabling it to outperform FT-Full on the VHH dataset with less than 10% model parameter adaptation. In contrast, FT-Full achieved the best performance on FLS and FLS10. Several medium-sized PLMs performed comparably to larger models, highlighting favorable performance-efficiency trade-offs. Overall, this paper presents a thorough review of PLM utilization strategies and practical recommendations for selecting suitable strategies based on dataset characteristics and available computational resources. Availability The source code used in this manuscript is available in a Zenodo repository at https://doi.org/10.5281/zenodo.21466255.

bioinformatics↗

bioRxiv2026

A PLP-Dependent Decarboxylative Mannich Reaction Initiates Construction of the Nonpeptidic Scaffold of Kaitocephalin

Kaitocephalin (KCP) is a fungal neuroactive natural product bearing a peptide-like yet nonpeptidic amino acid-derived scaffold in which amino acid-like units are connected by C-C bonds rather than peptide bonds. The enzymatic construction of this unusual scaffold has remained unresolved. Here, we identify KpbH as a PLP-dependent enzyme that couples pyrroline-5-carboxylate, generated from L-ornithine, with L-aspartate to form (2S,5R)-5-((S)-2-amino-2-carboxyethyl)pyrrolidine-2-carboxylic acid (ACPCA), which corresponds to the nonpeptidic Ala-Pro substructure of KCP. D2O-labeling experiments showed enzyme-controlled, solvent-derived deuterium incorporation at C7 of ACPCA, supporting a decarboxylative Mannich-type mechanism. Feeding of a deuterium-enriched ACPCA-containing reaction mixture to the KCP-producing fungus Eupenicillium shearii resulted in deuterium incorporation into KCP, linking ACPCA to KCP biosynthesis. These results identify KpbH as the first native PLP-dependent enzyme that catalyzes an L-aspartate-dependent decarboxylative Mannich-type C-C bond-forming reaction and reveal a biosynthetic strategy for constructing a noncanonical amino acid-like C-C bond scaffold. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=106 SRC="FIGDIR/small/733665v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@6578eforg.highwire.dtl.DTLVardef@1e6d1b0org.highwire.dtl.DTLVardef@d0881forg.highwire.dtl.DTLVardef@98d3a5_HPS_FORMAT_FIGEXP M_FIG C_FIG

biochemistry↗

bioRxiv2026

Cycling persister clones with elevated NR2F1-mediated cholesterol biosynthesis cause chemotherapy resistance

While a subpopulation termed cycling persisters (CPs) that is characterized by sustained proliferation, even under chemotherapy drug exposure, contributes more directly to tumor relapse, the molecular basis for the emergence of CPs has been unclear. Here, we used the human tongue cancer organoid (TCO) library to continuously track the in vitro fate of individual cancer cell clones during and after chemotherapy exposure using time-lapse imaging. Among the heterogeneous clones, we identified CPs that formed larger clusters than the others, which barely grew and remained small (non-CPs). Using differences in cell cluster size as an indicator, thousands of CP and non-CP clones were directly sampled from 3D matrix organoid cultures and were analyzed. Notably, tumor-intrinsic interferon (IFN) signaling and hypoxic pathways were inactivated, whereas the NR2F1-mediated cholesterol biosynthesis pathway was distinctly activated in CPs compared to non-CPs. Indeed, inhibiting cholesterol biosynthesis with simvastatin significantly suppressed the appearance of CP clones, showing that elevated cholesterol biosynthesis is essential for the emergence of CPs. These findings suggest that clonal-level variations in the intensity of these signaling pathways determine the fate of individual tumor cells exposed to chemotherapeutic agents, which may provide insights into cancer relapse mechanisms and identify potential molecular targets of CPs.

cancer biology↗

bioRxiv2026

Heterogeneous Sensitivity to Src Inhibitors in Oral Squamous Cell Carcinoma and Its Implications for Combination Therapy with Cisplatin

Purpose: Treatment options of advanced oral squamous cell carcinomas (OSCC) are limited, and cisplatin toxicity and drug resistance are major clinical issues. Src is a central kinase that integrates multiple oncogenic pathways and a promising therapeutic target. However, Src inhibitors have shown suboptimal efficacy as monotherapies and their sensitivity in OSCC remains elusive. Experimental Design: We examined the activation of major oncogenic signaling pathways and the antitumor effects of six Src inhibitors (dasatinib, ponatinib, vandetanib, saracatinib, PP2, bosutinib) in seven human OSCC cell lines (HSC-2, HSC-3, HSC-4, SAS, HO-1-u-1, CAL27, SCC-25). BALB/cAJcl nu/nu mice bearing CAL27 xenografts received dasatinib (30 mg/kg, intraperitoneally, daily), bosutinib (50 mg/kg, intraperitoneally, daily), cisplatin (2 mg/kg or 4 mg/kg, intraperitoneally, weekly), or combinations. Tumor volume, bioluminescence imaging, and body weight were monitored for 17 or 21 days, followed by histopathological assessment. Results: The activation of the key pathways, including Src and MAPK, considerably differed among the cell lines and was linked to heterogeneous sensitivity to Src inhibitors. Effective growth suppression required Src dephosphorylation and downstream MAPK pathway inhibition, which vary depending on the cell line. Additionally, combination treatment with a Src inhibitor and cisplatin showed additive antitumor effects, allowing the reduction of cisplatin doses by half without efficacy loss. Notably, dasatinib alone and in combination with cisplatin decreased tumor burden with characteristic internal tumor death in vivo. Conclusions: These findings elucidate Src signaling dependency on OSCC and the potential of Src inhibition to decrease cisplatin toxicity, paving way for Src targeted therapeutic strategies.

cancer biology↗

bioRxiv2025

Development of a sandwich ELISA for the detection of bovine A1 beta-casein

The genetic variant A2 beta-casein is associated with fewer digestive and absorption issues compared to A1 beta-casein, leading to increased global demand for A2 milk. However, contamination with the A1 variant during collection, transportation, or sterilization of A2 milk poses a risk, necessitating a verification test to ensure A2 milk does not contain A1 beta-casein. We developed an A1-specific monoclonal antibody (mAb) and a general mAb that reacts with both A1 and A2 variants using the iliac lymph node method. A sandwich ELISA was created using the general mAb as the capture antibody and the A1-specific mAb as the detection antibody to identify A1 beta-casein in milk. This ELISA successfully detected A1 beta-casein in raw and pasteurized A2 milk, including ultra-high temperature treated milk. The test identified A1 beta-casein when the A1 spike in A2 milk exceeded 1% in volume, indicating its capability to detect contamination from one A1A1 cow in a herd of one hundred A2A2 cows. The developed A1 beta-casein ELISA is suitable for high-throughput analysis and can be valuable for monitoring A1 beta-casein contamination in commercially produced A2 milk.

zoology↗

bioRxiv2024

Investigation of electrochromic band-shifts in the Soret region induced by the formation of TyrD, TyrZ, and QA- in Photosystem II

The effects of TyrD*, TyrZ*, and QA*- radical formation on the absorption spectrum in the Soret region were studied in Mn-depleted Photosystem II at pH 8.6 (in order to be in the TyrD state after dark adaptation). Flash-induced difference spectra were recorded in several PSII samples from: i) Thermosynechococcus vestitus (formerly T. elongatus), ii) Synechocystis sp. PCC 6803, iii) Chroococcidiopsis thermalis PCC 7203 grown under far-red light, and iv) Acaryochloris marina. In the case of T. vestitus, mutants D1/H198Q, D1/T1789H, D2/I178H, and D2/Y160F, with PsbA1/Q130 instead of PsbA3/E130, were also studied for possible contributions from PD1, ChlD1, ChlD2, and PheD1, respectively. For a possible contribution from PD2, the D2/H197A mutant was studied in S. 6803. While PD1 is clearly the species whose spectrum is blue-shifted by [~]3nm in the presence of QA*-, as has already been well documented in the literature, the species whose spectra shift upon the formation of TyrD* and TyrZ* remain to be clearly identified, as they appear different from PD1, PD2, PheD1, ChlD1, and ChlD2, as concluded by the lack of different light-induced difference spectra in the mutants listed above. Although we cannot rule out a weak effect, considering the accuracy of the experiments, it is proposed that other pigments, such as antenna Chl and/or Car, near the reaction center are involved. Additionally, it is shown that: i) there is no proton release into the bulk upon the oxidation of TyrD at pH 8.6, and ii) the rearrangement of the electrostatic environment of the pigments involved in the light-induced difference spectra in the samples studied, upon the formation of TyrD*, TyrZ*, and QA*-, likely occurs differently from both a kinetic and structural perspective.

biophysics↗

bioRxiv2024

Transcriptional landscape of the dorsal raphe serotonin neurons rendering stress resiliency

Major depressive disorder (MDD) is a serious and large social problem, yet the pathophysiology of MDD and the action mechanism of antidepressants are still poorly understood. A number of studies have reported that activation and inactivation of serotonin neurons in the dorsal raphe nucleus (DRN) cause antidepressant-like effects and depressive-like behaviors, respectively. Also, their physiological neural activities are increased when mice were chronically administered an SSRI and decreased in mice exposed to chronic social defeat stress (CSDS), a mouse model of depression. However, the molecular mechanism underlying these neural activity changes in DRN serotonin neurons remains unclear. In this study, we performed a DRN serotonin neuron-specific comprehensive gene expression analysis by using Translating Ribosome Affinity Purification (TRAP) technology in both chronic SSRI-treated mice as a model of antidepressant treatment and CSDS mice as a model of depression. It revealed that many gene expression changes were the opposite between SSRI-treated mice and CSDS-susceptible mice. Among these, we identified S100a10 as a prodepressive gene in DRN serotonin neurons, and we found that Interleukin-4 (IL-4) - Signal Transducer and Activator of Transcription 6 (STAT6) pathway and 5-HT1B receptor were the upstream and downstream molecules of S100a10, respectively. Our findings provide insights into molecular mechanisms underlying the action of antidepressants and stress resiliency.

pharmacology and toxicology↗

bioRxiv2024

Contributions of PD1 and PD2 to the difference spectrum in the Soret region in Photosystem II

Flash-induced absorption changes in the Soret region, which originate from the [PD1PD2]+ state, the chlorophyll cation radical formed upon Photosystem II (PSII) excitation, were investigated in Mn-depleted Photosystem II. In wild-type PSII from Thermosynechococcus elongatus, the [PD1PD2]+-minus-[PD1PD2] difference spectrum shows a main negative feature at 434 nm and a smaller negative feature at 446 nm [Boussac et al. Photosynth Res (2023), https://doi.org/10.1007/s11120-023-01049-3]. While the main feature at 434 nm is associated with PD1+ formation, the origin of the dip at 446 nm remains to be identified. For that, we have compared the [PD1PD2]+-minus-[PD1PD2] difference spectra from the PsbA3/H198Q PSII mutant in T. elongatus and D2/H197A PSII mutant in Synechocystis sp. PCC 6803 with their respective wild type strains. By modifying the PD1 axial ligand with the H198Q mutation in the D1 protein in T. elongatus, the contribution at 434 nm was shifted to 431 nm, while the contribution at 446 nm was hardly affected. In Synechocystis sp. PCC 6803, by modifying the PD2 axial ligand with the H197A mutation in the D2 protein, the contribution at 446 nm was downshifted by [~] 3 nm to [~] 443 nm, while the main contribution at 432 nm was only slightly shifted upwards to 433 nm. This result suggests that the bleaching seen at 446 nm involves PD2. This could reflects a change in the [PD1+PD2]{longleftrightarrow}[PD1PD2+] equilibrium or a more complex mechanism.

biophysics↗

bioRxiv2022

The Administration Effect of Lactic Acid Bacteria Reducing Environmental Alkyl and Fatty Acid Hydroperoxides on Piglets in the Absence of Antimicrobial Agents and in the Presence of Iron

A lactic acid bacterium, Lactiplantibacillus plantarum P1-2 (LpP1-2), can reduce environmental fatty acid hydroperoxides. The administration of LpP1-2 to oxygen-sensitive short-lived nematode mutants and iron-overloaded rats reduced the oxidative stress-related index. Since young piglets have a weak defense system against oxidative stress and are vulnerable to environmental stress, antimicrobial agents have been administered in the rearing. Based on these results, we investigated the effect of LpP1-2 administration to prepartum sows and infant piglets until weaning without antimicrobial agents on the growth of young piglets. The group including both sows and piglets that were administrated with lactic acid bacteria containing LpP1-2 (LABLp) until the end of lactation showed the growth-promoting effect of piglet from lactation to early regular rearing, and even in late regular rearing. Blood biochemical markers were in the normal ranges in both LABLp-administrated and non-administrated groups, but various disease-related markers tended to decrease in the administrated group. To investigate the effects of LABLp administration on postpartum piglets, the piglets born from prenatally LABLp-administrated sows were divided into two groups and then administrated with or without LABLp. The piglets in the LABLp-administrated group tended to grow very slightly higher than those in the non-administrated group from lactation to early regular rearing. After that, the growth in both groups was almost the same. These results suggest that LABLp administration to prepartum sows is essential for the growth-promoting effect. The postnatal LABLp-administrated piglets showed a lower serum lipid peroxidation index than the non-administrated piglets, and had higher numbers of lactic acid bacteria and bifidobacteria in feces at the end of LABLp treatment. In fattening performances, the LABLp-administrated group showed a significant improvement in meat quality. We also discuss the growth and physiological effects by LpP1-2 administration with iron on piglets because iron administration is another important issue in piglet farming.

microbiology↗

bioRxiv2022

Elongated exons encoding disordered regions expedited eukaryotic evolution

Most prokaryotic proteins consist of a single structural domain (SD) with little intrinsically disordered regions (IDRs) that by themselves do not adopt stable structures, while the typical eukaryotic protein is comprised of multiple SDs and IDRs. How eukaryotic proteins evolved to differ from prokaryotic proteins has not been fully elucidated. Here, we found that the longer internal exons are, the more frequently they encode IDRs in eight eukaryotes including vertebrates, invertebrates, a fungus, and plants. Based on this observation, we propose the "small bang" model from the proteomic viewpoint: the protoeukaryotic genes had no introns and mostly encoded one SD each, but a majority of them subsequently divided into multiple exons (step 1). Many exons unconstrained by SDs elongated to encode IDRs (step 2). The elongated exons encoding IDRs frequently facilitated the acquisition of multiple SDs to make the last common ancestor of eukaryotes (step 3). One prediction of the model is that long internal exons are mostly unconstrained exons. Analytical results of the eight eukaryotes are consistent with this prediction. In support of the model, we identified cases of internal exons that elongated after the rat-mouse divergence and discovered that the expanded sections are mostly in unconstrained exons and preferentially encode IDRs. The model also predicts that SDs followed by long internal exons tend to have other SDs downstream. This prediction was also verified in all the eukaryotic species analysed. Our model accounts for the dichotomy between prokaryotic and eukaryotic proteins and proposes a selective advantage conferred by IDRs.

bioinformatics↗

bioRxiv2020

Comparison of 12 molecular detection assays for SARS-CoV-2

Molecular testing for SARS-CoV-2 is the mainstay for accurate diagnosis of the infection, but the diagnostic performances of available assays have not been defined. We compared 12 molecular diagnostic assays, including 8 commercial kits using 155 respiratory samples (65 nasopharyngeal swabs, 45 oropharyngeal swabs, and 45 sputum) collected at 2 Japanese hospitals. Sixty-eight samples were positive for more than one assay and one genetic locus and were defined as true positive samples. All the assays showed a specificity of 100% (95% confidence interval, 95.8 to 100). The N2 assay kit of the US Centers for Disease Control and Prevention (CDC) and the N2 assay of the Japanese National Institute of Infectious Disease (NIID) were the most sensitive assays with 100% sensitivity (95% confidence interval, 94.7 to 100), followed by the CDC N1 kit, E assay by Corman, and NIID N2 assay multiplex with internal control reactions. These assays are reliable as first-line molecular assays in laboratories when combined with appropriate internal control reactions.

microbiology↗

bioRxiv2020

Ameliorative effect of a quinazoline-based bromodomain inhibitor, CN210, on experimentally-induced Crohn's disease-like murine ileitis via inhibition of inflammatory cytokine expression

Inhibitors of bromodomain and extra-terminal motif proteins ("BET inhibitors") are emerging epigenetic therapeutics that exert their effects by suppressing the expression of genes that drive cancer and inflammation. The present study examined the anti-inflammatory effects of a quinazoline-based BET inhibitor, CN210, which also inhibits bromodomains of two paralogous histone acetyltransferases (HATs), such as cAMP-responsive element binding protein-binding protein (CBP) and p300. To assess its effectiveness against inflammatory bowel disease (IBD), CN210 was tested in an experimentally-induced murine Crohns disease (CD)-like ileitis model. Ileitis was induced in mice by subcutaneous administration of indomethacin and CN210 was given orally 30 min before and 24 h after the indomethacin administration. Whilst indomethacin produced severe ileitis accompanied by an increase in ileal mucosal myeloperoxidase (MPO) activity, administration of CN210 reduced the severity of ileitis in a dose-dependent manner and suppressed the MPO activity. Similarly, upregulation of inflammatory cytokines was observed in ileitis mucosa after indomethacin injection but this response was significantly attenuated by CN210 administration. To further characterize the effects of CN210 on inflammatory pathways, monocyte/macrophage-like cell line RAW264 treated with lipopolysaccharide (LPS) was exposed to CN210. CN210 significantly attenuated the expression of inflammatory cytokines and reversed the activation of NF-{kappa}B and MAP kinases induced by LPS. These findings suggest that CN210 ameliorates indomethacin-induced ileitis due at least in part to the inhibition of inflammatory cytokine expression via attenuation of NF-{kappa}B and MAP kinase pathways, thus representing a new mode of therapy for CD.

pharmacology and toxicology↗

bioRxiv2019

Establishment of an orthodontic retention mouse model and the effect of anti-c-Fms antibody on orthodontic relapse

Orthodontic relapse after orthodontic treatment is a major clinical issue in the dental field. However, the biological mechanism of orthodontic relapse is still unclear. This study aimed to establish a mouse model of orthodontic retention to examine how retention affects the rate and the amount of orthodontic relapse. We also sought to examine the role of osteoclastogenesis in relapse using an antibody to block the activity of M-CSF, an essential factor of osteoclast formation. Mice were treated with a nickel-titanium closed-coil spring that was fixed between the upper incisors and the upper-left first molar to move the first molar in a mesial direction over 12 days. Mice were randomly divided into three groups: group 1, no retention (G1); group 2, retention for 2 weeks (G2); and group 3, retention for 4 weeks (G3). In G2 and G3, a light-cured resin was placed in the space between the first and second molars as a model of retention. Orthodontic relapse was assessed by measuring changes in the dimensions of the gap created between the first and second molars. To assess the activity and role of osteoclasts, mice in G3 were injected with anti-c-Fms antibody or PBS, and assessed for changes in relapse distance and rate. Overall, we found that a longer retention period was associated with a slower rate of relapse and a shorter overall amount of relapse. In addition, inhibiting osteoclast formation using the anti-c-Fms antibody also reduced orthodontic relapse. These results suggest that M-CSF and/or its receptor could be potential therapeutic targets in the prevention and treatment of orthodontic relapse.

immunology↗

bioRxiv2018

Dynamic integration of conceptual information during learning

The development and application of concepts is a critical component of cognition. Although concepts can be formed on the basis of simple perceptual or semantic features, conceptual representations can also capitalize on similarities across feature relationships. By representing these types of higher-order relationships, concepts can simplify the learning problem and facilitate decisions. Despite this, little is known about the neural mechanisms that support the construction and deployment of these kinds of higher-order concepts during learning. To address this question, we combined a carefully designed associative learning task with computational model-based functional magnetic resonance imaging (fMRI). Participants were scanned as they learned and made decisions about sixteen pairs of cues and associated outcomes. Associations were structured such that individual cues shared feature relationships, operationalized as shared patterns of cue pair-outcome associations. In order to capture the large number of possible conceptual representational structures that participants might employ and to evaluate how conceptual representations are used during learning, we leveraged a well-specified Bayesian computational model of category learning [1]. Behavioral and model-based results revealed that participants who displayed a tendency to link experiences in memory benefitted from faster learning rates, suggesting that the use of the conceptual structure in the task facilitated decisions about cue pair-outcome associations. Model-based fMRI analyses revealed that trial-by-trial integration of cue information into higher-order conceptual representations was supported by an anterior temporal (AT) network of regions previously implicated in representing complex conjunctions of features and meaning-based information.

neuroscience↗