Sorted by Keyword - 2092 word(s), 228 profile(s)

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[Big Data]

newAnalyzing Social Phenomena and Human Behavior with Information Technology and Big Data.

概要

Computational social science seeks to understand social phenomena and human behavior using advanced computational methods, including machine learning, simulations, and digital experiments. The field covers a wide range of topics—from opinion formation on social media to spatial social segregation, where different social groups are geographically separated—and actively explores new possibilities offered by innovative generative AI technologies, such as large language models. In this term, it aims to contribute both to establishing a new research framework and to solving practical social issues.

従来技術との比較

A key advantage of computational social science methods lies in their ability to dynamically and accurately capture complex social phenomena and human behavior, overcoming limitations of traditional social sciences that primarily rely on small-scale surveys and static data.

First, by directly analyzing the vast amounts of behavioral data generated daily, it becomes possible to understand large-scale, high-granularity social processes that were previously difficult to grasp. Second, the use of computational methods allows for the discovery of complex patterns and the structure of new social phenomena that might be overlooked by human intuition or conventional theories alone. Third, by combining simulations and digital experiments, the field has moved beyond mere description and correlation analysis to verifying causal mechanisms and future scenarios.

In this way, computational social science complements traditional methodologies and possesses the advantage of developing social science into a discipline that contributes to solving social problems.

特徴・独自性
  • This field is positioned as a new research framework that integrates social science and information science. It establishes the subject and direction of analysis based on theoretical considerations from social science, then verifies and develops those theories through empirical analysis and simulations that utilize computational techniques and big data.
実用化イメージ

By leveraging information technology and big data to examine diverse social phenomena and human behavior, the field offers valuable knowledge and expertise for understanding current societal conditions and for designing and evaluating effective intervention strategies.

Researchers

Graduate School of Arts and Letters

Lyu Zeyu

newScientific Evaluation and Implementation of Social Policies Based on Econometric Methods

概要

Evaluating the effectiveness of social policies and business strategies through rigorous scientific methods—and improving them based on empirical evidence—is a pressing challenge across the public sector, private enterprises, and local communities. In Japan, the promotion of Evidence-Based Policy Making (EBPM) has recently gained attention; however, its practice remains largely confined to traditional administrative data, while the diverse and rich resources held by corporations and local communities remain underutilized. Building mechanisms that enable collaboration among public, private, and academic sectors is essential for sharing knowledge that contributes to solving societal challenges.

This research employs econometric methodologies to assess the causal impacts of policies and programs implemented by governments and corporations, linking the findings to real-world applications. By integrating administrative records with diverse private-sector data—including consumption, labor, education, and health—this study seeks to generate robust evidence and contribute to the advancement of evidence-based policy and strategy formulation.

従来技術との比較

Conventional policy evaluations and social surveys have often relied on descriptive statistics and case studies, which have limited capacity to identify generalizable causal relationships. Likewise, corporate initiatives have only rarely been subject to systematic and rigorous impact evaluation. This research employs econometric causal inference methods—such as regression discontinuity design, instrumental variables, and event studies—and applies them to both large-scale administrative data and non-traditional (“alternative”) data. Compared with conventional correlation-based analyses, this approach enables more robust and practically relevant evaluations of causal effects.

特徴・独自性
  • Diverse Data Integration: Integrates administrative, corporate, and community data—regardless of type or continuity—to comprehensively evaluate policy and program impacts.
  • Rigorous Causal Inference: Applies advanced econometric methods, such as regression discontinuity design and instrumental variables, to provide evidence that goes beyond simple correlations.
  • Cross-Sectoral Applicability: Offers applicability across education, labor, welfare, urban policy, and consumer behavior.
  • Social Implementation: Directly links research outcomes to policy improvement and corporate strategy design, fostering implementation through industry–government–academia collaboration.
  • Capacity Building: Provides training in statistics and econometrics for municipal officials and corporate analysts, helping them build sustainable, data-driven decision-making cycles.
実用化イメージ

Public Sector: Provides scientific evidence for addressing educational inequality, designing welfare systems, labor market interventions, and urban environmental policies, thereby supporting the effective allocation of public resources.
Private Sector: Evaluates employee welfare programs, health management, workplace reforms, and reskilling initiatives, offering insights for sustainable and competitive strategic planning.
Society as a Whole: Builds sustainable and efficient social systems by integrating data and knowledge across governments, firms, and academic institutions.

Researchers

Graduate School of Economics and Management

Yuta Kuroda

[Binding nature]

newConsumer evaluation of the binding nature of terms and conditions in online transactions.

概要

In light of the increase in online transactions since the onset of the pandemic, this study examines how consumers' tendency to agree to terms and conditions without reading them in detail affects
consumers' perception of binding force of fine print contracts. Building on previous research in the United States, we conducted an online experiment targeting Japanese consumers and analysed their responses to different virtual scenarios involving financial products and sports clubs, including fraudulent conditions.

従来技術との比較

Unlike previous studies, which focused on face-to-face transactions, this study examines online transactions in Japan. It takes a unique approach by investigating the impact of website explanations, the stepwise effect of consumers' purchase behavior, and the effect of different transaction targets, such as financial products and sports clubs.

特徴・独自性
  • The following findings were obtained from the online experiment.
  • (1) In online transactions, the presence of terms and conditions makes consumers strongly aware of their binding nature. Even if the terms and conditions contain unfair contents, consumers believe that they have 'agreed' to them and are bound by them simply by virtue of their existence and the act of clicking or tapping on them.
  • (2) The effect of explanations on websites in strengthening the binding force of terms and conditions is limited.
  • (3) The evaluation of the binding nature of terms and conditions by consumers varies depending on the type of transaction, e.g. financial products versus sports club memberships. In everyday sports club transactions, consumers tend to evaluate unfair conditions more strictly.
実用化イメージ

The results of this study suggest two practical measures for creating a fair trading environment: policy formulation and legal reform.
(1) Consumer protection laws and cancellation rules must be strengthened to prevent unfair trading practices.
(2) Since the impact of binding rules varies depending on the type of goods and services, it is necessary to formulate sector-specific policies.

Researchers

Graduate School of Law

Hatsuru Morita

[Bio-FET sensor]

Development of Biomedical Micro/Nano Integrated System Using LSI Technology

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特徴・独自性
  • Semiconductor neural engineering is a discipline that uses semiconductor process/device/circuit technologies to further understand properties of neural systems and to create novel fusion systems of living body and machine.
実用化イメージ

One of the goals in this laboratory is to establish semiconductor neural engineering and develop biomedical micro/nano integrated systems.
Another goal is to educate the next generation of leaders in biomedical engineering through research including:
1. Intelligent Si neural probe and biomedical signal processing LSI
2. Fully-implantable retinal prosthesis system
3. Bio/nano technology and novel Bio-FET sensor
4. 3-dimensional integration technology and analog/digital LSI design

Researchers

Graduate School of Biomedical Engineering

Tetsu Tanaka

[Bio-inspired materials]

Bio-inspired engineering for energy and biological applications

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特徴・独自性
  • Our goal is "bio-inspired engineering" to create new functions that exhibit functions beyond the nature systems by learning from their superior functions and incorporating them into creating materials and devices. For example, the development of surface treatment and adhesives learned from mussels, the development of anti-biofouling substrates learned from pitcher plants, the design of non-platinum catalysts for highly active fuel cells (hydrogen, enzymes, microbes, etc.) learned from hemoglobin, and needle-type biosensors learned from biological needles.
実用化イメージ

Based on electrochemistry and polymer chemistry, I provide technologies and expertise in the energy, biotechnology, and electrical and electronic fields, including metal-air batteries, fuel cells, surface treatment, adhesion, biosensors, etc.

Researchers

Frontier Research Institute for Interdisciplinary Sciences

Hiroya Abe

[Bio-inspired Robotics]

Understanding Biological Control Systems and its Application to Development of Life-Like Resilient Systems

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特徴・独自性
  • In contrast to artificial systems, living organisms exhibit astoundingly adaptive and resilient properties. One of the central research goals in our laboratory is to endow artificial systems with similar properties. To this end, we are particularly focusing on the concept of autonomous decentralized control. We have so far successfully developed various types of robots on the basis of decentralized control, including amoeboid robots, snake-like robots, legged robots etc., in collaboration with mathematicians and biologists.
実用化イメージ

Development of adaptive autonomous robotic system, Control of Large D.O.F. system

Researchers

Research Institute of Electrical Communication

Akio Ishiguro

[Bio-interface]

Creation of a high functional bio-interface using laser fabrication

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特徴・独自性
  •  Using laser fabrication, we are developing techniques to enhance material surface properties and functionality. For example, to create a functional interface, we aim to clarify, by way of simulation and experimentation, the phenomenon that occurs when the surface of a material is irradiated using a laser beam.
  •  We expect that the results of our research will be widely applicable, including biomedical devices.
  • ■ Creation of biocompatible surfaces
  •  Materials used for artificial organs, vessels, and other bio-implants require excellent tissue and cell biocompatibility. Therefore, we are exploring the creation of biocompatible surfaces using a new laser irradiation process in this study.
  •  We have succeeded in imparting a biologically active function to titanium-based materials by applying the laser irradiation technique. When such a material that has a biologically active function is inserted in a living body, hydroxyapatite (the principal constituent of bones and teeth) precipitates on the surface. Using the laser irradiation technique, we can manufacture bone-adherent implants, and we envisage their application to artificial joints or dental implants.
  •  This research aims to discover such breakthrough solutions for biomedical applications using the laser irradiation technique.
実用化イメージ

Researchers

Green Goals Initiative

Masayoshi Mizutani

[bio-magnetic sensor]

Development of High Sensitive Magnetic Sensor Operating at Room Temperature with Tunnel Magnetoresistance Devices

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特徴・独自性
  • Recently, many tunnel magnetoresistance devices with high magnetoresistance effect are reported. These are expected to be applied to high sensitive magnetic sensors. There are many magnetic sensors with variety of the mechanism, in order to meet the demand of the very wide range of sensing magnetic field. However, there is no magnetic sensor which has high sensitivity, easy to use, operation at room temperature and low cost. Only a magnetic sensor with tunnel magnetoresistance devices can satisfy all the demand in principle. As the device has very wide range of the sensing magnetic field, it can be designed for any demand to the sensors.
実用化イメージ

For example, this device can sense a bio-magnetic field easily at room temperature, so that it could be replaced SQUID device, which is popular now but is very expensive and not easy to use personally. Therefore, by using this device, we expect we can conduct effective collaborative research in medical field.

Researchers

Graduate School of Engineering

Yasuo Ando

[bio-organic chemistry]

Creation of cancer cell specific oligonucleotide therapeutics

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特徴・独自性
  • Focusing our reseach interest mostly on the recognition and complexation behavior control of bioplymrs, such as DNA/RNA, proteines and so on. Another topics are reaction control based on molecular recognition phenomena in both ground and electronically excited states, we are pursuing mechanistic and synthetic studies on asymmetric photochemistry with supramolecular biopolymers as chiral reaction fields.
実用化イメージ

Researchers

Institute of Multidisciplinary Research for Advanced Materials

Takehiko Wada

[Bio-related equipment]

IVR (Interventional Radiology) Treatment of Hypertention: Minimally Invasive Treatment of Primary Aldosteronism Based on the Adrenal Vein Sampling Technology

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特徴・独自性
  • Primary aldosteronism is a leading cause of secondary hypertension accounting for approximately 10 % of hypertensive patients; 4 million patients potentially exist in Japan. We aim to optimize the method of ablating aldosterone producing adenoma using newly developed bipolar radiofrequency ablation system with 300-400kHz high-frequency current and electric power of 40W (Celon Prosurge Applicator), and establish a less invasive interventional radiological treatment of primary aldosteronism.
実用化イメージ

Collaboration with medical equipment manufacture and universities are expected to develop new devices enabling ablation of aldosterone producing adenoma. Flexible guide-wire-type ablation system and rapid aldosterone assay system should be co-developed to tread aldosterone producing microadenoma which is difficult to detect due to its small diameter of less than 5mm.

Researchers

Graduate School of Medicine

Kei Takase

[bioactive]

Creation of a high functional bio-interface using laser fabrication

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特徴・独自性
  •  Using laser fabrication, we are developing techniques to enhance material surface properties and functionality. For example, to create a functional interface, we aim to clarify, by way of simulation and experimentation, the phenomenon that occurs when the surface of a material is irradiated using a laser beam.
  •  We expect that the results of our research will be widely applicable, including biomedical devices.
  • ■ Creation of biocompatible surfaces
  •  Materials used for artificial organs, vessels, and other bio-implants require excellent tissue and cell biocompatibility. Therefore, we are exploring the creation of biocompatible surfaces using a new laser irradiation process in this study.
  •  We have succeeded in imparting a biologically active function to titanium-based materials by applying the laser irradiation technique. When such a material that has a biologically active function is inserted in a living body, hydroxyapatite (the principal constituent of bones and teeth) precipitates on the surface. Using the laser irradiation technique, we can manufacture bone-adherent implants, and we envisage their application to artificial joints or dental implants.
  •  This research aims to discover such breakthrough solutions for biomedical applications using the laser irradiation technique.
実用化イメージ

Researchers

Green Goals Initiative

Masayoshi Mizutani

[Biochip]

Bio-Hybrid MEMS for Medical, Environmental and Food Engineering

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特徴・独自性
  • We have developed original manufacturing techniques for bio-hybrid MEMSs that utilize special functions of bio-elements, proteins and living cells, for molecular selective sensing and power generation from natural fuels.
  • (1) Conducting polymer electrodes printed on hydrogels (image 1)
  • (2) Dynamic control of bio-adhesion by electrochemical means (image 2)
  • (3) Micro Biofuel Cells with flexible enzyme electrode patches (image 3)
実用化イメージ

We hope to conduct collaborative research with a willing company for a practical application of these technologies in industry.

Researchers

Graduate School of Engineering

Matsuhiko Nishizawa

[biocompatibility]

Creation of a high functional bio-interface using laser fabrication

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特徴・独自性
  •  Using laser fabrication, we are developing techniques to enhance material surface properties and functionality. For example, to create a functional interface, we aim to clarify, by way of simulation and experimentation, the phenomenon that occurs when the surface of a material is irradiated using a laser beam.
  •  We expect that the results of our research will be widely applicable, including biomedical devices.
  • ■ Creation of biocompatible surfaces
  •  Materials used for artificial organs, vessels, and other bio-implants require excellent tissue and cell biocompatibility. Therefore, we are exploring the creation of biocompatible surfaces using a new laser irradiation process in this study.
  •  We have succeeded in imparting a biologically active function to titanium-based materials by applying the laser irradiation technique. When such a material that has a biologically active function is inserted in a living body, hydroxyapatite (the principal constituent of bones and teeth) precipitates on the surface. Using the laser irradiation technique, we can manufacture bone-adherent implants, and we envisage their application to artificial joints or dental implants.
  •  This research aims to discover such breakthrough solutions for biomedical applications using the laser irradiation technique.
実用化イメージ

Researchers

Green Goals Initiative

Masayoshi Mizutani

[Biocompatibility Evaluation]

Bioimplants that are as close to natural teeth as possible

概要

By applying nanoscale surface modification to individually designed 3D-printed titanium implants based on CT data, a biomimetic microenvironment is recreated, enabling regeneration of periodontal ligament-like tissue through host stem cell induction. This provides a novel treatment approach without cell transplantation for cases where existing implants are difficult to adapt.

従来技術との比較

Conventional implant treatment assumes direct bonding with bone, thus disregarding the regeneration of periodontal tissues such as the periodontal ligament. Furthermore, some patients avoid treatment due to concerns about bone-cutting surgery and multiple invasive procedures. This technology utilizes a nano-surface to induce stem cells, forming periodontal tissues similar to natural teeth. This enables the restoration of natural occlusal sensation through a single minimally invasive procedure.

特徴・独自性
  • Custom-designed for each patient's root morphology, it reproduces natural force transmission and chewing sensation. Furthermore, by utilizing nanostructures to control cell adhesion and differentiation, it enables periodontal tissue reconstruction without the need for cell transplantation or regenerative factor administration.
実用化イメージ

In the future, we aim to collaborate with implant manufacturers to advance mass-production prototyping and quality evaluation, targeting practical application as a medical device. We also seek partnerships with companies and management talent who can jointly undertake strategic planning and clinical deployment for commercialization.

Researchers

Graduate School of Biomedical Engineering

Masahiro Yamada

[biodegradable plastic]

Monomer-Recycle System of Biodegradable Plastics by Industrial Fungal Fermentation and Application of Fungal Biosurfactant Proteins to Nanoparticles for Medical Use

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特徴・独自性
  • In Japan, solid-phase fungal fermentation systems using the industrial fungus Aspergillus oryzae have been extensively used for producing fermented foods such as soy sauce and sake; the annual production volume of the products is over one million tons. The efficient enzymatic hydrolyzing systems are expected to be applicable to biological recycling of biodegradable plastics. We found that A. oryzae can effectively degrade polybutylene succinate-coadipate (PBSA) by the combination with an esterase (cutinase) CutL1 and novel surfactant proteins, RolA and HsbA that are attached to the surface of PBSA and then recruit CutL1. The recruitment of Cutl1 by the surfactants stimulated PBSA degradation.
実用化イメージ

The fungal biosurfactant protein is applicable to industrial recycling of biodegradable plastics and to production of immune-response free nano-particles for medical use.

Researchers

Graduate School of Agricultural Science

Keietsu Abe

[Biodiversity]

Construction of Monitoring Systems for Genetic Diversity in Aquatic Organisms

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特徴・独自性
  • Maintaining genetic diversity within a species is a major issue to conserve biodiversity and sustainable use. To monitor genetic diversity in natural and captive populations using adequate genetic markers is the most important step. We have focused aquatic organisms and studied the genetic diversity using an array of DNA analyses. Our research interest includes 1) genetic structure and phylogeography of natural populations in marine and freshwater organisms and 2) genetic management of commercially important species to contribute the stock enhancement programs.
実用化イメージ

Our skill can be applied to environmental assessment and fish resource management. We are collaborating with national institutes and giving advice to private environmental assessment companies.

Researchers

Graduate School of Agricultural Science

Minoru Ikeda

[bioethanol]

Generation of Rice Plants Suitable for Biofuel Production

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特徴・独自性
  • To generate a rice plant suitable for efficient biofuel production from its straw, we examined effects of overexpression of cellulase on saccharification of straw. The transgenic plant constitutively overexpressing cellulase showed enhanced saccharification, but various physiological and morphological abnormalities were also observed. To overcome this problem, a senescence-inducible promoter was used to express the cellulase. The plants successfully avoided the problem and showed enhanced saccharification after senescence.
実用化イメージ

Rice straw will be an efficient material for biofuel production. This method can be applied to other plants. In combination with highly engineered microorganisms for saccharification and fermentation, this method will contribute to efficient production of biofuels.

Researchers

Graduate School of Agricultural Science

Yukihiro Ito

[biofilm]

Oral Biofilm Functional Analysis: from “What Are They?" to “What Are They Doing?"

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特徴・独自性
  • A large number of microorganisms inhabit the oral cavity, such as the teeth, gingiva and tongue, in the form of oral biofilm. The oral cavity forms an ecosystem where the host (humans) and parasites (microorganisms) coexist. Disruption of the balance of this oral ecosystem leads to dental caries, periodontal diseases and oral malodor, and even deterioration of dental materials.
  • Using leading-edge techniques of anaerobic experimental systems including original and unique devices, as well as the notion of "omics" such as metagenomics and metabolomics, we conduct research on oral biofilm functions. Knowledge of oral biofilms, from "what are they?" to "what are they doing?", enables us to address their control, that is, prevention of and therapy for oral biofilm-associated diseases.
実用化イメージ

Risk assessment of oral biofilm-associated diseases, such as dental caries, periodontal disease, oral malodor and aspiration pneumonia
Effects of medicine and food ingredients on oral biofilm function
Evaluation of biofilm-mediated material deterioration

Researchers

Graduate School of Dentistry

Nobuhiro Takahashi

[Biofuel Cell]

Bio-Hybrid MEMS for Medical, Environmental and Food Engineering

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特徴・独自性
  • We have developed original manufacturing techniques for bio-hybrid MEMSs that utilize special functions of bio-elements, proteins and living cells, for molecular selective sensing and power generation from natural fuels.
  • (1) Conducting polymer electrodes printed on hydrogels (image 1)
  • (2) Dynamic control of bio-adhesion by electrochemical means (image 2)
  • (3) Micro Biofuel Cells with flexible enzyme electrode patches (image 3)
実用化イメージ

We hope to conduct collaborative research with a willing company for a practical application of these technologies in industry.

Researchers

Graduate School of Engineering

Matsuhiko Nishizawa

[Biofunctional chip]

newDevelopment of a stromal function chip for reproduction of flow and transport phenomena in microenvironments in vivo.

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概要

Cells comprising biological tissues are surrounded by a structure known as the stroma, and their behavioradapts in response to stimuli generated by flow and transport phenomena. Despite its importance, ourunderstanding of how cells respond to their surrounding microenvironment remains limited, hindering thedevelopment of effective disease prevention and treatment strategies. A significant challenge has been thedifficulty in observing cellular behavior while simultaneously controlling the local culture environment.Although microfluidic devices have become increasingly prevalent in recent years, they have not fullyaddressed the need for comprehensive environmental control. To overcome this limitation, we developed the"stromal function chip," which focuses on three critical environmental factors within the stroma: oxygenconcentration, pH, and interstitial flow. This innovative platform enables precise and rapid manipulation ofthese parameters while facilitating real-time observation of both individual cellular responses and complexcell-cell interactions.

従来技術との比較

Traditionally, stage incubators mounted on microscopes have been employed to maintain culture conditionsduring time-lapse observations of cellular behavior. However, these conventional systems present significantlimitations in actively and rapidly controlling localized changes within the culture microenvironment. Whilerecent advances in microfluidic devices and organ-on-a-chip technologies have enhanced our ability toobserve cellular responses under controlled conditions, these approaches still exhibit considerable constraintsin achieving comprehensive environmental regulation. In contrast, our newly developed chip providesprecise, dynamic, and immediate control over the culture microenvironment during cellular experiments,enabling high-fidelity visualization and quantification of complex cellular dynamics in response to environmental stimuli.

特徴・独自性
  • The stromal function chip features sophisticated architecture comprising cell culture channels with multiplegas channels strategically positioned in vertical alignment above them. Through the controlled delivery ofprecisely mixed gases containing specific oxygen and carbon dioxide concentrations to these gas channels,the chip facilitates gas exchange that enables exquisite regulation of both oxygen concentration and pHwithin the cell culture microenvironment. This approach represents a significant advancement overconventional chemical reaction-based methods, as it eliminates potential cellular toxicity while providinghighly flexible and dynamic control over oxygen concentration and pH. Furthermore, the chip's innovativedesign allows for the precise modulation of interstitial flow—achieved by embedding hydrogel within theculture channels and establishing controlled hydrostatic pressure gradients between inlet and outlet ports. Bysimultaneously manipulating these three critical environmental factors—oxygen concentration, pH, andinterstitial flow—researchers can systematically investigate cellular response mechanisms and characterizehow cells adapt to specific stromal microenvironmental conditions, thereby advancing our understanding oftissue physiology and pathophysiology.
実用化イメージ

By precisely recapitulating the hypoxic and acidic microenvironmental conditions that characterize tumorniches and inflammatory sites, this innovative chip serves as a powerful platform for pre-clinical evaluationof therapeutic efficacy, enabling researchers to determine optimal drug candidates and dosage regimens priorto in vivo studies. Moreover, the system serves as a platform/tool for fundamental medical and biologicalinvestigations, allowing for high-resolution cellular observation and analysis under rigorously controlled andphysiologically relevant culture conditions.

Researchers

Institute of Fluid Science

Kenichi Funamoto