Biology subjects

Sako, Y.

Publications and source records attributed to Sako, Y..

At least 19 recordsLinked to original sources

bioRxiv2026

Membrane PI(4,5)P2 and ErbB2 abundance regulate ErbB receptor signaling through receptor oligomerization and activation

Because ErbB receptors play distinct roles in regulating diverse cellular functions, the mechanisms governing ErbB receptor activation are likely to be more diverse than previously recognized. Phosphatidylinositol 4,5-bisphosphate [PI(4,5)P2] positively regulates ErbB1 kinase activity, but the role of PI(4,5)P2 in regulating other ErbB family members in living cells remains poorly understood. We show that disruption of PI(4,5)P2 binding enhances ErbB4 oligomerization and kinase activity while reducing both processes in ErbB1. Analysis of chimeric receptors identified the juxtamembrane (JM) regions of ErbB1 and ErbB4 as key determinants of their distinct responses to PI(4,5)P2 during receptor oligomerization and kinase activation. Furthermore, the JM-kinase module of ErbB1 is more active in the presence of PI(4,5)P2, whereas that of ErbB4 is activated by the disruption of PI(4,5)P2 binding. In contrast, the JM-kinase module of ErbB2 exhibits weak dependence on PI(4,5)P2. ErbB2 preferentially promotes ErbB4 oligomerization over ErbB1 oligomerization, thereby enhancing ErbB4 activation. Collectively, these findings identify plasma membrane PI(4,5)P2 availability and ErbB2 abundance as two factors that jointly govern ErbB receptor oligomerization and activation.

cell biology↗

bioRxiv2025

Single-molecule behavior and cell-growth regulation in human RTKs

Receptor tyrosine kinases (RTKs) are a major family of cell surface receptor proteins responsible for various cellular functions in animal cells, including fate decisions, metabolism, polarization and migration. Lateral mobility, dimerization, clustering, and oligomerization are crucial behaviors in the activation process of RTKs on the cell surface. However, relationships between these molecular behaviors and molecular function remain to be elucidated, except for a few RTK members. Here, using an automated live-cell single-molecule imaging and analysis system, we studied the behavior of 52 of the 58 human RTK species on living cells over time during stimulation with ligands. We extracted 72 single-molecule parameters for each RTK species to examine their relationship to function, structure, and evolution. We noticed that RTKs ability to inhibit or support cell growth, as observed in a large-scale loss-of-function experiment in the public domain, significantly relates to their behavior. Growth-inhibitory signaling was coupled with the immediate formation of immobile clusters, followed by the enlargement of immobile and slow-mobile domains. In contrast, growth-supportive signaling coupled with higher lateral diffusivity and delayed clustering of immobile molecules. The relationship between structure and function suggests that functional differences are related to partitioning into membrane rafts and changes in mobility associated with phosphatidylinositol turnover. In multiple linear regression models, molecular behavior explained half or more of the molecular function related to cell growth. This level of explainability is comparable to that of evolutionary grouping.

biophysics↗

bioRxiv2025

Carbon monoxide-driven proton respiration enables facultative anaerobes to survive electron acceptor limitation

Diverse microorganisms couple the oxidation of carbon monoxide gas (CO) to the reduction of protons, producing hydrogen gas (H2). This energy-conserving process is mediated by the nickel-containing CO dehydrogenase/energy-converting hydrogenase (Ni-CODH/ECH). Yielding only a small supply of energy, the physiological role of this process at environmentally relevant CO levels remains unresolved. Here, we show that Ni-CODH/ECH enables metabolically flexible facultative anaerobes within the Anoxybacillaceae to survive electron acceptor limitation. Analysis of 387 Anoxybacillaceae genomes revealed that Ni-CODH/ECH had a patchy distribution and, with one exception, was mutually exclusive with the aerobic molybdenum-containing CODH. Culture experiments using the three isolates (Parageobacillus sp. G301, P. thermoglucosidasius NBRC 107763, and Thermolongibacillus altinsuensis B1-1) demonstrated that CO-dependent proton respiration is activated during stationary phase when exogenous electron acceptors are limiting, enhancing cell density 1.2-to 1.5-fold under 25% CO, whereas no effect was observed in a Ni-CODH knockout ({Delta}cooCSF) strain. RNA-seq analysis of strain G301 under twelve conditions revealed that Ni-CODH genes reached 2,000-12,500 TPM (top 0.2-1.9% of all genes) during stationary phase, independent of CO presence, under the predicted control of the redox-dependent transcriptional repressor Rex. {Delta}cooCSF cultures accumulated more trace CO than the wild-type, suggesting trace CO uptake by the wild-type. Thus, Ni-CODH/ECH is a redox-regulated auxiliary energy-conservation system that supports adaptation to electron acceptor limitation. Given the continual environmental supply of the two substrates for this enzyme, we propose CO-dependent proton respiration is a dependable way for metabolically flexible microorganisms to stay energized in spatiotemporally variable environments. Significance statementMicroorganisms are frequently challenged to survive in environments where both energy sources and electron acceptors are limited. We reveal that facultative anaerobes activate a respiratory process that utilizes carbon monoxide (CO) and protons to survive under electron acceptor limitation. This hydrogenogenic CO-oxidizing reaction, termed CO-dependent proton respiration, is catalyzed by an ancient and minimal complex, the nickel-containing CO dehydrogenase/energy-converting hydrogenase. Although the reaction yields barely enough energy to translocate protons, this complex provides a reliable lifeline by extracting energy from trace CO and protons that are ubiquitous in nature, even when other electron acceptors are depleted. The widespread distribution of this complex across bacteria and archaea suggests that it provides a universal adaptive advantage for life under energy-limited conditions.

microbiology↗

bioRxiv2024

Four-color single-molecule imaging system for tracking GPCR dynamics with fluorescent HiBiT peptide

Single-molecule imaging provides information on diffusion dynamics, oligomerization, and protein-protein interactions in living cells. To simultaneously monitor different types of proteins at the single-molecule level, orthogonal fluorescent labeling methods with different photostable dyes are required. G-protein-coupled receptors (GPCRs), a major class of drug targets, are prototypical membrane receptors that have been studied using single-molecule imaging techniques. Here we developed a method for labeling cell-surface GPCRs inspired by the HiBiT system, which utilizes the high affinity complementation between LgBiT and HiBiT fragments of the NanoLuc luciferase. We synthesized four fluorescence-labeled HiBiT peptides (F-FiBiTs) with a different color dye (Setau-488, TMR, SaraFluor 650 and SaraFluor 720). We constructed a multicolor total internal reflection fluorescence microscopy system that allows us to track four color dyes simultaneously. As a proof-of-concept experiment, we labeled an N-terminally LgBiT-fused GPCR (Lg-GPCR) with a mixture of the four F-FiBiTs and successfully tracked each dye within a cell at the single molecule level. The F-FiBiT-labeled Lg-GPCRs showed agonist-dependent changes in the diffusion dynamics and accumulation into the clathrin-coated pits as observed with a conventional method using a C-terminally HaloTag-fused GPCR. Taking advantage of luciferase complementation by the F-FiBiT and Lg-GPCRs, the F-FiBiT was also applicable to bioluminescence plate-reader-based assays. By combining existing labeling methods such as HaloTag, SNAP-tag, and fluorescent proteins, the F-FiBiT method will be useful for multicolor single-molecule imaging and will enhance our understanding of GPCR signaling at the single-molecule level.

biophysics↗

bioRxiv2024

Bilateral regulation of EGFR activity and local PI dynamics observed with superresolution microscopy

Anionic lipid molecules, including phosphatidylinositol-4,5-bisphosphate (PI(4,5)P2), are implicated in the regulation of epidermal growth factor receptor (EGFR). However, the role of the spatiotemporal dynamics of PI(4,5)P2 in the regulation of EGFR activity in living cells is not fully understood, as it is difficult to visualize the local lipid domains around EGFR. In this study, both EGFR and PI(4,5)P2 nanodomains in the plasma membrane were visualized using super-resolution single-molecule microscopy. The EGFR and PI(4,5)P2 nanodomains aggregated before stimulation with epidermal growth factor (EGF) through transient visits of EGFR to the PI(4,5)P2 nanodomains. The degree of coaggregation decreased after EGF stimulation and depended on phospholipase C{gamma}, the EGFR effector hydrolyzing PI(4,5)P2. Artificial reduction in the PI(4,5)P2 content of the plasma membrane reduced both the dimerization and autophosphorylation of EGFR after stimulation with EGF. Inhibition of PI(4,5)P2 hydrolysis after EGF stimulation decreased phosphorylation of EGFR-Thr654. Thus, EGFR kinase activity and the density of PI(4,5)P2 around EGFR molecules were found to be mutually regulated.

cell biology↗

bioRxiv2023

Comprehensive identification of potentially functional genes for transposon mobility in the C. elegans genome

Transposons are mobile DNA elements that encode genes for their own mobility. Whereas transposon copies accumulate on the genome during evolution, many lose their mobile activity due to mutations. Here, we focus on transposon-encoded genes that are directly involved in the replication, excision, and integration of transposon DNA, which we refer to as "transposon-mobility genes", in the Caenorhabditis elegans genome. Among the 62,773 copies of retro- and DNA transposons in the latest assembly of the C. elegans genome (VC2010), we found that the complete open reading frame structure was conserved in 290 transposon-mobility genes. Critical amino acids at the catalytic core were conserved in only 145 of these 290 genes. Thus, in contrast to the huge number of transposon copies in the genome, only a limited number of transposons are autonomously mobile. We conclude that the comprehensive identification of potentially functional transposon-mobility genes in all transposon orders of a single species can provide a basis of molecular analysis for revealing the developmental, aging, and evolutionary roles of transposons.

bioinformatics↗

bioRxiv2023

Evaluation of information flows in the RAS-MAPK system using transfer entropy measurements

The RAS-MAPK system plays an important role in regulating various cellular processes, including growth, differentiation, apoptosis, and transformation. Dysregulation of this system has been implicated in genetic diseases and cancers affecting diverse tissues. To better understand the regulation of this system, we employed information flow analysis based on transfer entropy (TE) between the activation dynamics of two key elements in cells stimulated with EGF: SOS, a guanine nucleotide exchanger for the small GTPase RAS, and RAF, a RAS effector serine/threonine kinase. TE analysis allows for model-free assessment of the timing, direction, and strength of the information flow regulating the system response. We detected significant amounts of TE in both directions between SOS and RAF, indicating feedback regulation. Importantly, the amount of TE did not simply follow the input dose or the intensity of the causal reaction, demonstrating the uniqueness of TE. TE analysis proposed regulatory networks containing multiple tracks and feedback loops and revealed temporal switching in the reaction pathway primarily responsible for reaction control. This proposal was confirmed by the effects of a MEK inhibitor on TE. Furthermore, TE analysis identified the functional disorder of a SOS mutation associated with Noonan syndrome, a human genetic disease, of which the pathogenic mechanism has not been precisely known yet. TE assessment holds significant promise as a model-free analysis method of reaction networks in molecular pharmacology and pathology. SignificanceIntracellular signal processing relies on intricate regulatory networks composed of various molecular reactions. Ordinary differential equation (ODE) modeling, which proposes the reaction formula and parameter values, is a conventional approach to analyzing the mechanism of reaction networks. In contrast, statistical analyses focus on the correlations among the reactions and complement ODE modeling. Among them, TE analysis is advantageous in dealing with the regulation of the reaction by capturing the dynamics of causality between the reactions. In this study, we analyzed the TE in the cell signaling pathway. The results demonstrate the usefulness of TE assessment as a model-free network analysis method.

systems biology↗

bioRxiv2023

A SLiM-dependent conformational change in baculovirus IE1 controls its focus formation ability

The baculovirus IE1 gene encodes a multifunctional protein that is essential for both DNA replication and RNA transcription of the virus. Prior to viral DNA replication, IE1 promotes early gene transcription when localized in hr-dependent foci. During viral DNA replication, the IE1 foci expand and fuse to generate the virogenic stroma (VS) with IE1 forming the VS reticulum. To explore the IE1 structural features essential for this coordinated localization, we constructed various IE1 mutants based on three putative domains (N, I, and C). We determined that a BDI motif located in the intrinsic disorder region (IDR) between the N and I domains acts as a nuclear localization signal, whereas BDII and HLH in the C domain are required for VS localization in infected cells or for chromosomal association in uninfected mitotic cells. Deletion of the SLiM (short linear motif) located in the I domain restrains both nuclear- and VS localization. Intra-molecular fluorescence resonance energy transfer (FRET) probes of IE1 mutants revealed a conformational change of the I-C two-domain fragment during infection, which was inhibited by aphidicolin, suggesting that IE1 undergoes a stage-dependent conformational change. Further, homo-dimerization of the I domain and stage-dependent conformational changes require an intact SLiM. Mutational analysis of SLiM revealed that VS localization and chromosomal association were retained following S291A and S291E substitutions, but hr-dependent focus formation differed between the two mutations. These results suggest that coordinated IE1 localization is controlled by SLiM-dependent conformational changes and that are dependent on the SLiM phosphorylation state. ImportanceSLiMs (short linear motifs) are compact non-globular protein interaction interfaces that mediate various cellular functions and as such are often mimicked by viruses to rewire cellular pathways. Here, we found that an unusual type of viral SLiM acts as a conformational switch rather than a cellular mimic. Prior to viral DNA replication, the baculovirus IE1 protein promotes early gene transcription within its focus. During viral DNA replication, the IE1 foci expand and fuse to form the virogenic stroma where late virus replication events occur. Our results indicate that IE1 undergoes a conformational change that is dependent on the infection stage and SLiM phosphorylation. This work provides new insights into the role SLiMs play in heterotypic and homotypic protein-protein interactions.

microbiology↗

bioRxiv2023

Isolation and genomic and physiological characterization of Parageobacillus sp. G301, the isolate capable of both hydrogenogenic and aerobic carbon monoxide oxidation

Prokaryotes, known as carbon monoxide (CO) oxidizers, use CO as the carbon or energy source with CO dehydrogenases (CODHs), which are divided into nickel-containing CODH (Ni-CODH) that are sensitive to O2 and molybdenum-containing CODH (Mo-CODH) that are capable of aerobic functioning. The oxygen conditions for CO oxidizers to oxidize CO may be limited because CO oxidizers isolated and characterized so far have either Ni- or Mo-CODH. Here, we report a novel CO oxidizer capable of CO oxidation with both types of CODH based on genomic and physiological characterization of the isolate Parageobacillus sp. G301. This thermophilic facultative anaerobic Bacillota bacterium was isolated from the sediment of a freshwater lake. Genomic analyses showed that G301 was the only isolate possessing both Ni-CODH and Mo-CODH. Genome-based reconstruction of the respiratory machinery and physiological investigation indicated that CO oxidation by Ni-CODH was coupled with H2 production (proton reduction), and CO oxidation by Mo-CODH was coupled with O2 reduction under aerobic conditions and nitrate reduction under anaerobic conditions. G301 would thus be able to thrive via CO oxidation under a wide range of conditions, from aerobic environments to anaerobic environments even without terminal electron acceptors other than protons. As comparative genome analyses revealed no significant differences in genome structures and encoded cellular functions, except for CO oxidation between CO oxidizers and non-CO oxidizers in the genus Parageobacillus, CO oxidation genes would be retained exclusively for CO metabolism and related respiration. ImportanceMicrobial CO oxidation has received a lot of attention because it contributes to global carbon cycling in addition to functioning as a remover of CO, which is toxic to many organisms. Microbial CO oxidizers have a punctate phylogenetic distribution throughout bacteria and archaea, even in genus-level monophyletic groups. In this study, we demonstrated that the new isolate Parageobacillus sp. G301 is capable of both anaerobic (hydrogenogenic) and aerobic CO oxidation, which had not been previously reported. The discovery of this new isolate, which is versatile in CO metabolism, would accelerate research into such CO oxidizers with diverse CO metabolisms, expanding our understanding of microbial diversity. Through comparative genomic analyses, we propose that CO oxidation genes are optional but not essential genetic elements in the genus Parageobacillus, providing insight into a factor that shapes the mosaic phylogenetic distribution of CO oxidizers, even in genus-level monophyletic groups.

microbiology↗

bioRxiv2022

Two closed conformations of CRAF require the 14-3-3 binding motifs and cysteine-rich domain to be intact in live cells

The protein rapidly accelerated fibrosarcoma (RAF) is a kinase downstream of the membrane protein RAS in the cellular signal transduction system. In the structure of RAF, the N- and C-terminus domains are connected with a flexible linker. The open/close dynamics and dimerization of RAF are thought to regulate its activity, although the details of these conformations are unknown, especially in live cells. In this work, we used alternating laser excitation to measure cytosolic CRAF in live HeLa cells and obtained single-molecule Forster resonance energy transfer (smFRET) distributions of the structural states. We compared the results for wild-type (WT)-CRAF before and after epidermal growth factor (EGF) stimulation, with mutations of the 14-3-3 binding sites and cysteine-rich domain, and an N-terminus truncation. The smFRET distributions of full-length CRAFs were analyzed by global fitting with three beta distributions. Our results suggested that a 14-3-3 dimer bound to two sites on a single CRAF molecule and induced the formation of the autoinhibitory closed conformation. There were two closed conformations, which the majority of WT-CRAF adopted. These two conformations showed different responsiveness to EGF stimulation.

biophysics↗

bioRxiv2021

Fractal scaling of C. elegans behavior is shaped by insulin signaling

Fractal scaling governs the complex behavior of various animal species and, in humans, can be altered by neurodegenerative diseases and aging1. However, the mechanism underlying fractal scaling remains unknown. Here, we videorecorded C. elegans that had been cultured in a microfluidic device for 3 days and analyzed temporal patterns of C. elegans actions by fractal analyses. The residence-time distribution of C. elegans shared a common feature with those of human and mice2-4. Specifically, the residence-time power-law distribution of the active state changed to an exponential-like decline at a longer time scale, whereas this change did not occur in the inactive state. The exponential-like decline disappeared in starved C. elegans but was restored by culturing animals with glucose. The exponential-like decline similarly disappeared in insulin-signaling daf-2 and daf-16 mutants. Therefore, we conclude that insulin signaling regulates fractal scaling of C. elegans behavior. Our findings indicate that neurosensory modulation of C. elegans behavior by insulin signaling is achieved by regulation of fractal scaling. In humans, diabetes mellitus is associated with depression, bipolar disorder, and anxiety disorder5, which affect daily behavioral activities. We hypothesize that comorbid behavioral defects in patients with diabetes may be attributed to altered fractal scaling of human behavior.

animal behavior and cognition↗

bioRxiv2021

Membrane cholesterol interferes with tyrosine phosphorylation but facilitates the clustering and signal transduction of EGFR

Epidermal growth factor receptor (EGFR) activates major cell signaling pathways that regulate various cell responses. Its dimerization and clustering coupled with its lateral mobility are critical for EGFR function, but the contribution of the plasma membrane environment to EGFR function is unknown. Here we show, using single-molecule analysis, that EGFR mobility and clustering are altered by the depletion of cholesterol or sphingomyelin, major lipids of membrane subdomains, causing significant changes in EGFR signaling. When cholesterol was depleted, the subdomain boundary in EGFR diffusion disappeared, the fraction of EGFR pre-dimers was increased, and the ligand-induced phosphorylation of EGFR was enhanced. In addition, the depletion of either lipid prevented the formation of immobile clusters after EGF association and decreased the phosphorylation of downstream proteins. Our results revealed that cholesterol plays dichotomous roles in the signaling pathway of EGFR and that clustering in the membrane subdomains is critical for EGFR signal transduction.

biophysics↗

bioRxiv2021

Imaging and single cell sequencing analyses of super-enhancer activation mediated by NF-κB in B cells

The transcription factor NF-{kappa}B, which plays an important role in cell fate determination, is involved in the activation of super-enhancers (SEs). However, the biological functions of the NF-{kappa}B SEs in gene control are not fully elucidated. We investigated the characteristics of NF-{kappa}B-mediated SE activity using fluorescence live-cell imaging of RelA, single-cell transcriptome, and chromatin accessibility analyses in anti-IgM-stimulated B cells. Cell stimulation induced nuclear foci formation of RelA and gene expression in a switch-like manner. The gained SEs induced a higher fold-change expression and enhanced cell-to-cell variability in transcriptional response. These properties were correlated with the number of gained cis-regulatory interactions, while switch-like gene induction was associated with the number of NF-{kappa}B binding sites in SE. Our study suggests that NF-{kappa}B SEs have unique roles for quantitative control of gene expression through direct binding to accessible DNA and enhanced DNA contacts.

molecular biology↗

bioRxiv2021

Threonine phosphorylation regulates the molecular assembly and signaling of EGFR in cooperation with membrane lipids

The cytoplasmic domain of the receptor tyrosine kinases (RTKs) plays roles as a phosphorylation enzyme and a protein scaffold but the allocation of these two functions is not fully understood. We here analyzed assembly of the transmembrane (TM)-juxtamembrane (JM) region of EGFR, one of the best studied species of RTKs, by combining single-pair FRET imaging and a nanodisc technique. The JM domain of EGFR contains a threonine residue (Thr654) that is phosphorylated after ligand association. We observed that the TM-JM peptides of EGFR form anionic lipid-induced dimers and cholesterol-induced oligomers. The two forms involve distinct molecular interactions, with a bias towards oligomer formation upon threonine phosphorylation. We further analyzed the functions and oligomerization of whole EGFR molecules, with or without a substitution of Thr654 to alanine, in living cells. The results suggested an autoregulatory mechanism in which Thr654 phosphorylation causes a switch of the major function of EGFR from kinase activation dimers to scaffolding oligomers.

biophysics↗

bioRxiv2021

Isolation and characterization of novel temperate virus Aeropyrum globular virus 1 infecting hyperthermophilic archaeon Aeropyrum

We isolate a novel archaeal temperate virus named Aeropyrum globular virus 1 (AGV1) from the host Aeropyrum culture. Reproduction of AGV1 was induced by adding 20 mM tris-acetate buffer to exponentially growing host cells. Negatively stained virions showed spherical morphology (60 {+/-}2 nm in diameter) similar to Globuloviridae viruses. The double-stranded circular DNA genome of AGV1 contains 18,222 bp encoding 34 open-reading frames. No ORFs showed significant similarity with Globuloviridae viruses. AGV1 shares three genes, including an integrase gene, with reported spindle-shaped temperate viruses. However we couldnt detect its integration site in the host genome. Moreover AGV1 seemed not to replicate autonomously because there are no origin recognition boxes in the genome. qPCR results showed that the genome copy number of AGV1 was lower than that of the host genome (10-3 copies per host genome). Upon the addition of tris-acetate buffer, a steep increase in the AGV1 genome copy number (9.5-26 copies per host genome at 2 days post-treatment) was observed although clustered regularly interspaced short palindromic repeat (CRISPR) elements of the host genome showed significant matches with AGV1 protospacers. Our findings suggest that AGV1 is a novel globular virus exhibiting an unstable carrier state in the growing host and in that way AGV1 can escape from the host defense system and propagate under stressful host conditions. ImportanceStudying archaeal viruses yields novel insights into the roles of virospheres and viruses in the evolutionary process of their hosts. Here, we isolated a novel spherical virus named Aeropyrum globular virus 1. AGV1 has integrase gene but its genome is not integrated into the host genome. AGV1 could not replicate autonomously due to the lack of origin recognition boxes and thus its copy number was too low (10-3 copies per host genome) without any inducing stimulus. However, upon the addition of tris-acetate buffer, the AGV1 genome copy number steeply increased instead of a perfect sequence match between the spacer of the host CRISPR/Cas system and the protospacer. Our findings suggest that AGV1 can escape from the host defense system and propagate under stressful conditions for the host by establishing an unstable carrier state. These results reveals a novel aspect of host-virus interactions in extreme environments.

microbiology↗

bioRxiv2020

Origin of diverse phosphorylation patterns in the ERBB system

Intercellular signals induce various cellular responses, including growth, proliferation, and differentiation, via the dynamic processes of signal transduction pathways. For cell-fate decisions, ligand-binding induces the phosphorylation of ERBB receptors, which in turn activate downstream molecules. The ERBB family includes four subtypes, which diverged through two gene duplications from a common ancestor, of different kinetic properties. Differences in the expression patterns of the subtypes have been reported between different organs in the human body. However, how these different kinetic and expression properties influence the diverse phosphorylation dynamics of ERBB proteins is not well understood. Here we study the phosphorylation dynamics by experimental and mathematical analyses. The experimental measurements clarified that the phosphorylation dynamics heavily depend on the ERBB expression profiles. We developed a mathematical model consisting of the four subtypes as monomers, homodimers and heterodimers and estimated the rate constants governing the phosphorylation dynamics from the experimental data. To understand the origin of the diversity of the phosphorylation responses of the ERBB system, we analyzed the expression profiles and reaction rates of the ERBB subtypes. The difference in phosphorylation rates between ERBB subtypes showed a much larger contribution to the diversity of the phosphorylation responses than did the dimerization rates. This result implies that divergent evolution in phosphorylation reactions rather than in dimerization reactions after whole genome duplications was essential for increasing the diversity of the phosphorylation responses. Statement of SignificanceIt is known that the expression patterns of a protein family are different between different organs in the human body. This difference is considered essential for the functional diversity between organs. However, the dynamical processes that translate expression patterns into function are not well understood. Here we study the origin of the diversity in ERBB phosphorylation patterns by combining experimental and mathematical methods. We confirmed experimentally that phosphorylation patterns depend on the ERBB expression profiles. Our mathematical model found that differences in phosphorylation rates made the largest contribution to the diversity of phosphorylation patterns between ERBB subtypes.

systems biology↗

bioRxiv2020

Total workflows of the single-molecule imaging analysis in living cells: a tutorial guidance to the measurement of the drug effects on a GPCR

Single-molecule imaging (SMI) is a powerful method to measure the dynamics of membrane proteins on the cell membrane. The single-molecule tracking (SMT) analysis provides information about the diffusion dynamics, the oligomer size distribution, and the particle density change. The affinity and on/off-rate of a protein--protein interaction can be estimated from the dual-color SMI analysis. However, it is difficult for trainees to determine quantitative information from the SMI movies. The present protocol guides the detailed workflows to measure the drug-activated dynamics of a G protein-coupled receptor (GPCR) and metabotropic glutamate receptor 3 (mGluR3), by using the total internal reflection fluorescence microscopy (TIRFM). This tutorial guidance comprises an open-source software named smDynamicsAnalyzer, with which one can easily analyze the SMT dataset by just following the workflows after building a designated folder structure (https://github.com/masataka-yanagawa/IgorPro8-smDynamicsAnalyzer).

biophysics↗

bioRxiv2020

C. elegans episodic swimming is driven by multifractal kinetics

Fractal scaling is a common property of temporal change in various modes of animal behavior. The molecular mechanisms of fractal scaling in animal behaviors remain largely unexplored. The nematode C. elegans alternates between swimming and resting states in a liquid solution. Here, we report that C. elegans episodic swimming is characterized by scale-free kinetics with long-range temporal correlation and local temporal clusterization, which is characterized as multifractal kinetics. Residence times in actively-moving and inactive states were distributed in a power law-based scale-free manner. Multifractal analysis showed that temporal correlation and temporal clusterization were distinct between the actively-moving state and the inactive state. These results indicate that C. elegans episodic swimming is driven by transition between two behavioral states, in which each of two transition kinetics follows distinct multifractal kinetics. We found that a conserved behavioral modulator, cyclic GMP dependent kinase (PKG) may regulate the multifractal kinetics underlying an animal behavior. Our combinatorial analysis approach involving molecular genetics and kinetics provides a platform for the molecular dissection of the fractal nature of physiological and behavioral phenomena.

animal behavior and cognition↗