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Dive into the research topics where Hiroaki Machiyama is active.

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Featured researches published by Hiroaki Machiyama.


Biophysical Journal | 2013

Cellular Response to Substrate Rigidity Is Governed by Either Stress or Strain

Ai Kia Yip; Katsuhiko Iwasaki; Chaitanya Prashant Ursekar; Hiroaki Machiyama; Mayur Saxena; Huiling Chen; Ichiro Harada; Keng-Hwee Chiam; Yasuhiro Sawada

Cells sense the rigidity of their substrate; however, little is known about the physical variables that determine their response to this rigidity. Here, we report traction stress measurements carried out using fibroblasts on polyacrylamide gels with Youngs moduli ranging from 6 to 110xa0kPa. We prepared the substrates by employing a modified method that involves N-acryloyl-6-aminocaproic acid (ACA). ACA allows for covalent binding between proteins and elastomers and thus introduces a more stable immobilization of collagen onto the substrate when compared to the conventional method of using sulfo-succinimidyl-6-(4-azido-2-nitrophenyl-amino) hexanoate (sulfo-SANPAH). Cells remove extracellular matrix proteins off the surface of gels coated using sulfo-SANPAH, which corresponds to lower values of traction stress and substrate deformation compared to gels coated using ACA. On soft ACA gels (Youngs modulus <20xa0kPa), cell-exerted substrate deformation remains constant, independent of the substrate Youngs modulus. In contrast, on stiff substrates (Youngs modulus >20xa0kPa), traction stress plateaus at a limiting value and the substrate deformation decreases with increasing substrate rigidity. Sustained substrate strain on soft substrates and sustained traction stress on stiff substrates suggest these may be factors governing cellular responses to substrate rigidity.


Scientific Reports | 2016

Dependence of fluorescent protein brightness on protein concentration in solution and enhancement of it

Takamitsu Morikawa; Hideaki Fujita; Akira Kitamura; Takashi Horio; Johtaro Yamamoto; Masataka Kinjo; Akira Sasaki; Hiroaki Machiyama; Keiko Yoshizawa; Taro Ichimura; Katsumi Imada; Takeharu Nagai; Tomonobu M. Watanabe

Fluorescent proteins have been widely used in biology because of their compatibility and varied applications in living specimens. Fluorescent proteins are often undesirably sensitive to intracellular conditions such as pH and ion concentration, generating considerable issues at times. However, harnessing these intrinsic sensitivities can help develop functional probes. In this study, we found that the fluorescence of yellow fluorescent protein (YFP) depends on the protein concentration in the solution and that this dependence can be enhanced by adding a glycine residue in to the YFP; we applied this finding to construct an intracellular protein-crowding sensor. A Förster resonance energy transfer (FRET) pair, involving a cyan fluorescent protein (CFP) insensitive to protein concentration and a glycine-inserted YFP, works as a genetically encoded probe to evaluate intracellular crowding. By measuring the fluorescence of the present FRET probe, we were able to detect dynamic changes in protein crowding in living cells.


Journal of Cell Science | 2014

Displacement of p130Cas from focal adhesions links actomyosin contraction to cell migration

Hiroaki Machiyama; Hiroaki Hirata; Xia Kun Loh; Madhu Mathi Kanchi; Hideaki Fujita; Song Hui Tan; Keiko Kawauchi; Yasuhiro Sawada

ABSTRACT Cell adhesion complexes provide platforms where cell-generated forces are transmitted to the extracellular matrix (ECM). Tyrosine phosphorylation of focal adhesion proteins is crucial for cells to communicate with the extracellular environment. However, the mechanisms that transmit actin cytoskeletal motion to the extracellular environment to drive cell migration are poorly understood. We find that the movement of p130Cas (Cas, also known as BCAR1), a mechanosensor at focal adhesions, correlates with actin retrograde flow and depends upon actomyosin contraction and phosphorylation of the Cas substrate domain (CasSD). This indicates that CasSD phosphorylation underpins the physical link between Cas and the actin cytoskeleton. Fluorescence recovery after photobleaching (FRAP) experiments reveal that CasSD phosphorylation, as opposed to the association of Cas with Src, facilitates Cas displacement from adhesion complexes in migrating cells. Furthermore, the stabilization of Src–Cas binding and inhibition of myosin II, both of which sustain CasSD phosphorylation but mitigate Cas displacement from adhesion sites, retard cell migration. These results indicate that Cas promotes cell migration by linking actomyosin contractions to the adhesion complexes through a dynamic interaction with Src as well as through the phosphorylation-dependent association with the actin cytoskeleton.


Scientific Reports | 2015

Visualizing the appearance and disappearance of the attractor of differentiation using Raman spectral imaging

Taro Ichimura; Liang-da Chiu; Katsumasa Fujita; Hiroaki Machiyama; Satoshi Kawata; Tomonobu M. Watanabe; Hideaki Fujita

Using Raman spectral imaging, we visualized the cell state transition during differentiation and constructed hypothetical potential landscapes for attractors of cellular states on a state space composed of parameters related to the shape of the Raman spectra. As models of differentiation, we used the myogenic C2C12 cell line and mouse embryonic stem cells. Raman spectral imaging can validate the amounts and locations of multiple cellular components that describe the cell state such as proteins, nucleic acids, and lipids; thus, it can report the state of a single cell. Herein, we visualized the cell state transition during differentiation using Raman spectral imaging of cell nuclei in combination with principal component analysis. During differentiation, cell populations with a seemingly homogeneous cell state before differentiation showed heterogeneity at the early stage of differentiation. At later differentiation stages, the cells returned to a homogeneous cell state that was different from the undifferentiated state. Thus, Raman spectral imaging enables us to illustrate the disappearance and reappearance of an attractor in a differentiation landscape, where cells stochastically fluctuate between states at the early stage of differentiation.


PLOS Computational Biology | 2014

Biophysical properties of intrinsically disordered p130Cas substrate domain--implication in mechanosensing.

Kinya Hotta; Soumya Ranganathan; Ruchuan Liu; Fei Wu; Hiroaki Machiyama; Rong Gao; Hiroaki Hirata; Neelesh Soni; Takashi Ohe; Christopher W. V. Hogue; M.S. Madhusudhan; Yasuhiro Sawada

Mechanical stretch-induced tyrosine phosphorylation in the proline-rich 306-residue substrate domain (CasSD) of p130Cas (or BCAR1) has eluded an experimentally validated structural understanding. Cellular p130Cas tyrosine phosphorylation is shown to function in areas without internal actomyosin contractility, sensing force at the leading edge of cell migration. Circular dichroism shows CasSD is intrinsically disordered with dominant polyproline type II conformations. Strongly conserved in placental mammals, the proline-rich sequence exhibits a pseudo-repeat unit with variation hotspots 2–9 residues before substrate tyrosine residues. Atomic-force microscopy pulling experiments show CasSD requires minimal extension force and exhibits infrequent, random regions of weak stability. Proteolysis, light scattering and ultracentrifugation results show that a monomeric intrinsically disordered form persists for CasSD in solution with an expanded hydrodynamic radius. All-atom 3D conformer sampling with the TraDES package yields ensembles in agreement with experiment when coil-biased sampling is used, matching the experimental radius of gyration. Increasing β-sampling propensities increases the number of prolate conformers. Combining the results, we conclude that CasSD has no stable compact structure and is unlikely to efficiently autoinhibit phosphorylation. Taking into consideration the structural propensity of CasSD and the fact that it is known to bind to LIM domains, we propose a model of how CasSD and LIM domain family of transcription factor proteins may function together to regulate phosphorylation of CasSD and effect machanosensing.


Scientific Reports | 2016

Non-label immune cell state prediction using Raman spectroscopy

Taro Ichimura; Liang-da Chiu; Katsumasa Fujita; Hiroaki Machiyama; Tomoyuki Yamaguchi; Tomonobu M. Watanabe; Hideaki Fujita

The acquired immune system, mainly composed of T and B lymphocytes, plays a key role in protecting the host from infection. It is important and technically challenging to identify cell types and their activation status in living and intact immune cells, without staining or killing the cells. Using Raman spectroscopy, we succeeded in discriminating between living T cells and B cells, and visualized the activation status of living T cells without labeling. Although the Raman spectra of T cells and B cells were similar, they could be distinguished by discriminant analysis of the principal components. Raman spectra of activated T cells with anti-CD3 and anti-CD28 antibodies largely differed compared to that of naïve T cells, enabling the prediction of T cell activation status at a single cell level. Our analysis revealed that the spectra of individual T cells gradually change from the pattern of naïve T cells to that of activated T cells during the first 24u2009h of activation, indicating that changes in Raman spectra reflect slow changes rather than rapid changes in cell state during activation. Our results indicate that the Raman spectrum enables the detection of dynamic changes in individual cell state scattered in a heterogeneous population.


PLOS Computational Biology | 2015

Particle Simulation of Oxidation Induced Band 3 Clustering in Human Erythrocytes.

Hanae Shimo; Satya N. V. Arjunan; Hiroaki Machiyama; Taiko Nishino; Makoto Suematsu; Hideaki Fujita; Masaru Tomita; Koichi Takahashi

Oxidative stress mediated clustering of membrane protein band 3 plays an essential role in the clearance of damaged and aged red blood cells (RBCs) from the circulation. While a number of previous experimental studies have observed changes in band 3 distribution after oxidative treatment, the details of how these clusters are formed and how their properties change under different conditions have remained poorly understood. To address these issues, a framework that enables the simultaneous monitoring of the temporal and spatial changes following oxidation is needed. In this study, we established a novel simulation strategy that incorporates deterministic and stochastic reactions with particle reaction-diffusion processes, to model band 3 cluster formation at single molecule resolution. By integrating a kinetic model of RBC antioxidant metabolism with a model of band 3 diffusion, we developed a model that reproduces the time-dependent changes of glutathione and clustered band 3 levels, as well as band 3 distribution during oxidative treatment, observed in prior studies. We predicted that cluster formation is largely dependent on fast reverse reaction rates, strong affinity between clustering molecules, and irreversible hemichrome binding. We further predicted that under repeated oxidative perturbations, clusters tended to progressively grow and shift towards an irreversible state. Application of our model to simulate oxidation in RBCs with cytoskeletal deficiency also suggested that oxidation leads to more enhanced clustering compared to healthy RBCs. Taken together, our model enables the prediction of band 3 spatio-temporal profiles under various situations, thus providing valuable insights to potentially aid understanding mechanisms for removing senescent and premature RBCs.


FEBS Journal | 2015

SH3 domain of c‐Src governs its dynamics at focal adhesions and the cell membrane

Hiroaki Machiyama; Tomoyuki Yamaguchi; Yasuhiro Sawada; Tomonobu M. Watanabe; Hideaki Fujita

We studied the role of the Src SH3 domain in its dynamics at the cell membrane using site‐directed mutagenesis and live cell imaging. Physiologically, cell proliferation and migration require the expression of Src family kinases. Hyperactivation of Src molecules has been detected in various cancer cells. Although the activation mechanism of Src has been intensively studied, the dynamics of Src at the cell membrane are still unclear. Although Src molecules also exist at various cellular locations, we found that activated Src molecules are mainly localized at peripheral cell adhesion sites. Src phosphorylation status and subdomain conformations are thought to regulate Src activation and translocation. In this study, we analyzed the single‐molecule dynamics of wild‐type Src and SH2‐ and SH3‐mutated Src at the cell membrane. Introducing mutations in the SH3 domain resulted in reduced Src motility at the cell membrane, both inside and outside of focal adhesions. Disruption of the actin cytoskeleton resulted in less diffusive Src movement at the cell membrane. We demonstrate that, inside focal adhesions, the SH3 domain enhanced dissociation of Src from the adhesion site and disruption of the SH3 domain altered the distribution of Src at the cell membrane. Inside focal adhesions, kinase activity of Src was essential for the Src mobility reduction by SH3 domain mutation, suggesting that rapid mobility of Src at focal adhesions mediated by the SH3 domain is catalytic‐activity‐dependent. These findings show that the SH3 domain of Src governs the dynamics of Src at the cell membrane and may be involved in rapid signal transduction in cells.


Biology Open | 2016

Association between tensin 1 and p130Cas at focal adhesions links actin inward flux to cell migration

Zhihai Zhao; Song Hui Tan; Hiroaki Machiyama; Keiko Kawauchi; Keigo Araki; Hiroaki Hirata; Yasuhiro Sawada

ABSTRACT Cell migration is a highly dynamic process that plays pivotal roles in both physiological and pathological processes. We have previously reported that p130Cas supports cell migration through the binding to Src as well as phosphorylation-dependent association with actin retrograde flow at focal adhesions. However, it remains elusive how phosphorylated Cas interacts with actin cytoskeletons. We observe that the actin-binding protein, tensin 1, co-localizes with Cas, but not with its phosphorylation-defective mutant, at focal adhesions in leading regions of migrating cells. While a truncation mutant of tensin 1 that lacks the phosphotyrosine-binding PTB and SH2 domains (tensin 1-SH2PTB) poorly co-localizes or co-immunoprecitates with Cas, bacterially expressed recombinant tensin 1-SH2PTB protein binds to Cas in vitro in a Cas phosphorylation-dependent manner. Furthermore, exogenous expression of tensin 1-SH2PTB, which is devoid of the actin-interacting motifs, interferes with the Cas-driven cell migration, slows down the inward flux of Cas molecules, and impedes the displacement of Cas molecules from focal adhesions. Taken together, our results show that tensin 1 links inwardly moving actin cytoskeletons to phosphorylated Cas at focal adhesions, thereby driving cell migration. Summary: Tensin 1 links phosphorylated Cas to actin inward flux, facilitating the force transmission from the motile system (i.e. actomyosin contraction) to the stationary parts (i.e. adhesion complexes) in migrating cells.


Scientific Reports | 2017

Protein expression guided chemical profiling of living cells by the simultaneous observation of Raman scattering and anti-Stokes fluorescence emission

Liang-da Chiu; Taro Ichimura; Takumasa Sekiya; Hiroaki Machiyama; Tomonobu M. Watanabe; Hideaki Fujita; Takeaki Ozawa; Katsumasa Fujita

Our current understanding of molecular biology provides a clear picture of how the genome, transcriptome and proteome regulate each other, but how the chemical environment of the cell plays a role in cellular regulation remains much to be studied. Here we show an imaging method using hybrid fluorescence-Raman microscopy that measures the chemical micro-environment associated with protein expression patterns in a living cell. Simultaneous detection of fluorescence and Raman signals, realised by spectrally separating the two modes through the single photon anti-Stokes fluorescence emission of fluorescent proteins, enables the accurate correlation of the chemical fingerprint of a specimen to its physiological state. Subsequent experiments revealed the slight chemical differences that enabled the chemical profiling of mouse embryonic stem cells with and without Oct4 expression. Furthermore, using the fluorescent probe as localisation guide, we successfully analysed the detailed chemical content of cell nucleus and Golgi body. The technique can be further applied to a wide range of biomedical studies for the better understanding of chemical events during biological processes.

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Yasuhiro Sawada

National University of Singapore

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Hiroaki Hirata

National University of Singapore

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Keiko Kawauchi

National University of Singapore

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