Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Makoto Nakakido is active.

Publication


Featured researches published by Makoto Nakakido.


PLOS ONE | 2014

Affinity Improvement of a Therapeutic Antibody by Structure-Based Computational Design: Generation of Electrostatic Interactions in the Transition State Stabilizes the Antibody-Antigen Complex

Masato Kiyoshi; Jose M. M. Caaveiro; Eri Miura; Satoru Nagatoishi; Makoto Nakakido; Shinji Soga; Hiroki Shirai; Shigeki Kawabata; Kouhei Tsumoto

The optimization of antibodies is a desirable goal towards the development of better therapeutic strategies. The antibody 11K2 was previously developed as a therapeutic tool for inflammatory diseases, and displays very high affinity (4.6 pM) for its antigen the chemokine MCP-1 (monocyte chemo-attractant protein-1). We have employed a virtual library of mutations of 11K2 to identify antibody variants of potentially higher affinity, and to establish benchmarks in the engineering of a mature therapeutic antibody. The most promising candidates identified in the virtual screening were examined by surface plasmon resonance to validate the computational predictions, and to characterize their binding affinity and key thermodynamic properties in detail. Only mutations in the light-chain of the antibody are effective at enhancing its affinity for the antigen in vitro, suggesting that the interaction surface of the heavy-chain (dominated by the hot-spot residue Phe101) is not amenable to optimization. The single-mutation with the highest affinity is L-N31R (4.6-fold higher affinity than wild-type antibody). Importantly, all the single-mutations showing increase affinity incorporate a charged residue (Arg, Asp, or Glu). The characterization of the relevant thermodynamic parameters clarifies the energetic mechanism. Essentially, the formation of new electrostatic interactions early in the binding reaction coordinate (transition state or earlier) benefits the durability of the antibody-antigen complex. The combination of in silico calculations and thermodynamic analysis is an effective strategy to improve the affinity of a matured therapeutic antibody.


Science Signaling | 2014

Protective effect of the long pentraxin PTX3 against histone-mediated endothelial cell cytotoxicity in sepsis.

Kenji Daigo; Makoto Nakakido; Riuko Ohashi; Rie Fukuda; Koichi Matsubara; Takashi Minami; Naotaka Yamaguchi; Kenji Inoue; Shuying Jiang; Makoto Naito; Kouhei Tsumoto; Takao Hamakubo

Bundling extracellular histone proteins together blocks their cytotoxic effects and protects against sepsis. Smothering Killer Proteins Sepsis is a potentially fatal condition in which inflammation in response to infection goes out of control, and treatment options are limited. Histones are proteins normally found in the nucleus. During sepsis, histones released from dead cells can kill nearby healthy cells. Daigo et al. identified an interaction between pentraxin 3, a protein found in the circulation, and histone proteins. Pentraxin 3 bundled the histones into aggregates that no longer killed healthy cells. When the researchers injected pentraxin 3 into mice with sepsis, the mice had less inflammation and survived. Thus, pentraxin 3 might be an effective therapy against sepsis in humans. Pentraxin 3 (PTX3), a member of the long pentraxin subfamily within the family of pentraxins, is a soluble pattern recognition molecule that functions in the innate immune system. Innate immunity affords the infected host protection against sepsis, a potentially life-threatening inflammatory response to infection. Extracellular histones are considered to be the main cause of septic death because of their cytotoxic effect on endothelial cells, which makes them a potential therapeutic target. We found that PTX3 interacted with histones to form coaggregates, which depended on polyvalent interactions and disorder in the secondary structure of PTX3. PTX3 exerted a protective effect, both in vitro and in vivo, against histone-mediated cytotoxicity toward endothelial cells. Additionally, the intraperitoneal administration of PTX3 reduced mortality in mouse models of sepsis. The amino-terminal domain of PTX3, which was required for coaggregation with histones, was sufficient to protect against cytotoxicity. Our results suggest that the host-protective effects of PTX3 in sepsis are a result of its coaggregation with histones rather than its ability to mediate pattern recognition. This long pentraxin–specific effect provides a potential basis for the treatment of sepsis directed at protecting cells from the toxic effects of extracellular histones.


Current Pharmaceutical Biotechnology | 2009

To be excluded or to bind, that is the question: Arginine effects on proteins.

Makoto Nakakido; Motonori Kudou; Tsutomu Arakawa; Kouhei Tsumoto

In spite of its wide application to protein refolding, purification, and storage, we have not yet addressed a general solution to the mechanism of the effects of arginine hydrochloride on proteins. To elucidate the mechanism of the effects on proteins, several attempts have been reported. In this review, we would review the attempts from thermodynamic and kinetic viewpoints.


Biophysical Chemistry | 2008

Structure-based analysis reveals hydration changes induced by arginine hydrochloride.

Makoto Nakakido; Yoshikazu Tanaka; Mariko Mitsuhori; Motonori Kudou; Daisuke Ejima; Tsutomu Arakawa; Kouhei Tsumoto

Arginine hydrochloride has been used to suppress protein aggregation during refolding and in various other applications. We investigated the structure of hen egg-white lysozyme (HEL) and solvent molecules in arginine hydrochloride solution by X-ray crystallography. Neither the backbone nor side-chain structure of HEL was altered by the presence of arginine hydrochloride. In addition, no stably bound arginine molecules were observed. The number of hydration water molecules, however, changed with the arginine hydrochloride concentration. We suggest that arginine hydrochloride suppresses protein aggregation by altering the hydration structure and the transient binding of arginine molecules that could not be observed.


Protein Science | 2015

Structural features of interfacial tyrosine residue in ROBO1 fibronectin domain-antibody complex: Crystallographic, thermodynamic, and molecular dynamic analyses

Taisuke Nakayama; Eiichi Mizohata; Takefumi Yamashita; Satoru Nagatoishi; Makoto Nakakido; Hiroko Iwanari; Yasuhiro Mochizuki; Yuji Kado; Yuki Yokota; Reiko Satoh; Kouhei Tsumoto; Hideaki Fujitani; Tatsuhiko Kodama; Takao Hamakubo; Tsuyoshi Inoue

ROBO1, fibronectin Type‐III domain (Fn)‐containing protein, is a novel immunotherapeutic target for hepatocellular carcinoma in humans. The crystal structure of the antigen‐binding fragment (Fab) of B2212A, the monoclonal antibody against the third Fn domain (Fn3) of ROBO1, was determined in pursuit of antibody drug for hepatocellular carcinoma. This effort was conducted in the presence or absence of the antigen, with the chemical features being investigated by determining the affinity of the antibody using molecular dynamics (MD) and thermodynamics. The structural comparison of B2212A Fab between the complex and the free form revealed that the interfacial TyrL50 (superscripts L, H, and F stand for the residues in the light chain, heavy chain, and Fn3, respectively) played important roles in Fn3 recognition. That is, the aromatic ring of TyrL50 pivoted toward PheF68, forming a CH/π interaction and a new hydrogen bond with the carbonyl O atom of PheF68. MD simulations predicted that the TyrL50‐PheF68 interaction almost entirely dominated Fab‐Fn3 binding, and Ala‐substitution of TyrL50 led to a reduced binding of the resultant complex. On the contrary, isothermal titration calorimetry experiments underscored that Ala‐substitution of TyrL50 caused an increase of the binding enthalpy between B2212A and Fn3, but importantly, it induced an increase of the binding entropy, resulting in a suppression of loss in the Gibbs free energy in total. These results suggest that mutation analysis considering the binding entropy as well as the binding enthalpy will aid in the development of novel antibody drugs for hepatocellular carcinoma.


Journal of Biochemistry | 2014

The staphylococcal elastin-binding protein regulates zinc-dependent growth/biofilm formation

Makoto Nakakido; Chihiro Aikawa; Ichiro Nakagawa; Kouhei Tsumoto

Staphylococcus aureus is one of the most important human pathogens because it is a common cause of nosocomial infections. The elastin-binding protein of Staphylococcus aureus (EbpS) is an adhesin that is responsible for attachment to host cells via its binding to elastin. Despite its relatively weak contribution to adhesion, the ebpS gene is highly conserved among S. aureus isolates, suggesting that EbpS may have other crucial functions. Here, we found that EbpS binds Zn(2+) with its N-terminal region, which leads to local conformational changes that result in the assembly of the EbpS protein. The growth rate of the EbpS-deficient strain was considerably decreased. Zn(2+) chelation decreased the growth rate of the wild-type strain but did not alter that of the EbpS-deficient strain. Furthermore, biofilm formation by the EbpS-deficient strain was abnormally enhanced in the Zn(2+) concentration-dependent manner. All the results suggest that ebpS deficiency led to a zinc concentration-dependent inability to modulate the growth/biofilm maturation phase appropriately. Given the high conservation of ebpS and that appropriate regulation of biofilm formation is thought to be essential for effective staphylococcal infection, inhibition of EbpS binding to Zn(2+) could lead to the development of novel therapeutic strategies for controlling S. aureus infections.


Biochemical and Biophysical Research Communications | 2008

Thermodynamic analysis reveals that GTP binding affects the interaction between the α- and γ-subunits of translation initiation factor 2

Makoto Nakakido; Yoshikazu Tanaka; Masaaki Sokabe; Kouhei Tsumoto

Eukaryotic and archaeal translation initiation factors 2, heterotrimers that consist of alpha-, beta-, and gamma-subunits, deliver methionylated initiator tRNA to a small ribosomal subunit in a manner that depends on GTP. To evaluate correlation of the function and association of the subunits, we used isothermal titration calorimetry to analyze the thermodynamics of the interactions between the alpha- and gamma-subunits in the presence or absence of a nonhydrolyzable GTP analog or GDP. The alpha-subunits bound to the gamma-subunit with large heat capacity change (DeltaC(p)) values. The DeltaH and DeltaC(p) values for the interaction between the alpha- and gamma-subunits varied in the presence of the GTP analog but not in the presence of GDP. These results suggest that the binding of both the alpha-subunit and GTP changes the conformation of the switch region of the gamma-subunit and increases the affinity of the gamma-subunit for tRNA.


Journal of Structural Biology | 2018

Structural behavior of keratin-associated protein 8.1 in human hair as revealed by a monoclonal antibody

Hiroki Akiba; Emina Ikeuchi; Javkhlan Ganbat; Hiroki Fujikawa; Osamu Arai-Kusano; Hiroko Iwanari; Makoto Nakakido; Takao Hamakubo; Yutaka Shimomura; Kouhei Tsumoto

Keratin-associated protein 8.1 (KAP8.1) is a hair protein whose structure, biochemical roles, and protein distribution patterns have not been well characterized. In this study, we generated a monoclonal antibody against human KAP8.1 to analyze the proteins roles and distribution in the human hair shaft. Using this antibody, we revealed that KAP8.1 was predominantly expressed in discrete regions of the keratinizing zone of the hair shaft cortex. The protein expression patterns paralleled the distribution of KAP8.1 mRNA and suggested that KAP8.1 plays a role associated with cells to control hair curvature. Cross-reactivity among species and epitope analysis indicated that the monoclonal antibody recognized a linear epitope shared among human, mouse, and sheep KAP8.1. The antibody failed to interact with sheep KAP8.1 in native conformation, suggesting that structural features of KAP8.1 vary among species.


Communications Biology | 2018

Molecular basis for governing the morphology of type-I collagen fibrils by Osteomodulin

Takumi Tashima; Satoru Nagatoishi; Jose M. M. Caaveiro; Makoto Nakakido; Hiroshi Sagara; Osamu Kusano-Arai; Hiroko Iwanari; Hitomi Mimuro; Takao Hamakubo; Shin-ichi Ohnuma; Kouhei Tsumoto

Small leucine-rich repeat proteoglycan (SLRP) proteins have an important role in the organization of the extracellular matrix, especially in the formation of collagen fibrils. However, the mechanism governing the shape of collagen fibrils is poorly understood. Here, we report that the protein Osteomodulin (OMD) of the SLRP family is a monomeric protein in solution that interacts with type-I collagen. This interaction is dominated by weak electrostatic forces employing negatively charged residues of OMD, in particular Glu284 and Glu303, and controlled by entropic factors. The protein OMD establishes a fast-binding equilibrium with collagen, where OMD may engage not only with individual collagen molecules, but also with the growing fibrils. This weak electrostatic interaction is carefully balanced so it modulates the shape of the fibrils without compromising their viability.Takumi Tashima and colleagues provide structural insights into how collagen fibrils are shaped by Osteomodulin. Osteomodulin keeps a fast-binding equilibrium with the collagen fibrils to slow down its growth, promoting the formation of uniform, intact collagen fibrils.


Biochemistry and biophysics reports | 2018

Improvement of antibody affinity by introduction of basic amino acid residues into the framework region

Atsushi Fukunaga; Shingo Maeta; Bajaj Reema; Makoto Nakakido; Kouhei Tsumoto

Antibodies are widely used not only as therapeutic agents but also as research tools and diagnostic agents, and extensive efforts have been made to generate antibodies that have higher affinity. It was recently reported that introduction of charged residues into the framework region of an antibody improved its affinity; however, the underlying molecular mechanism has not been elucidated. In this study, we used kinetic and thermodynamic analyses of the antibody–antigen interaction to investigate the molecular mechanism by which an antibody with introduced charged residues recognizes its antigen with higher affinity. The introduction of basic amino acid residues resulted in improvement of the affinity whereas the introduction of acidic residues weakened the interaction. For two mutant antigen-binding fragments (Fabs) with improved affinity (named K5- and R5-mutants), the balance between the association rate constant kon and the dissociation rate constant koff was distinct despite each mutant having the same number of charged residues. Moreover, thermodynamic analysis of the interactions in the transition state revealed a difference between the K5- and R5-mutants in terms of enthalpic energy change following formation of the encounter complex with the antigen. These results suggest that the affinity of the K5- and R5-mutants is improved by distinct mechanisms. Although the mutations destabilize the Fab and necessitate further studies, our strategy is expected to become a versatile and simple means to improve the affinity of antibodies to their antigens.

Collaboration


Dive into the Makoto Nakakido's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Researchain Logo
Decentralizing Knowledge