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Development of a reagent-less urine components monitor based on near-infrared spectroscopy.

Research Project

Project/Area Number 26282119
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Biomedical engineering/Biomaterial science and engineering
Research InstitutionKanazawa University

Principal Investigator

Tanaka Shinou  金沢大学, フロンティア工学系, 教授 (40242218)

Co-Investigator(Kenkyū-buntansha) 小川 充洋  帝京大学, 理工学部, 准教授 (30322085)
野川 雅道  公立小松大学, 保健医療学部, 准教授 (40292445)
Project Period (FY) 2014-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥15,860,000 (Direct Cost: ¥12,200,000、Indirect Cost: ¥3,660,000)
Fiscal Year 2017: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2016: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2015: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords尿成分計測 / 近赤外分光法 / 在宅ヘルスケア / 糖尿病 / 近赤外LED / 試薬レス / 近赤外マルチチップLED / 近赤外マルチチップLED / 光路長可変セル / 高血圧 / 慢性腎臓病
Outline of Final Research Achievements

The final goal of this project is to realize a low-price optical and reagent-less system for monitoring multiple components of urine. For this purpose, we examined the absorption spectrum of urine in the near-infrared region and selected 10 wavelength based on the concentration dependence of the spectra including "negative absorption" region. These wavelength were also selected by availability in the market as near-infrared LED (1400-2300nm, 100nm step). Using 51 urine samples obtained from diabetics, multiple regression analysis using all combinations of 10 wavelengths was performed. The optimum number of wavelength and their combination for estimating concentration of glucose, urea, NaCl and creatinine were determined by the value of standard error of prediction. The number of wavelengths required for estimating concentration of urine glucose, urea, NaCl and creatinine were 6, 6, 7 and 6, respectively, suggesting possibility of realizing a low-cost optical urine monitoring system.

Academic Significance and Societal Importance of the Research Achievements

本研究により、6~7種類の波長の近赤外光を用いて、尿中のグルコース、尿素、NaClおよびクレアチニンの濃度を推定可能な最適な波長組合せを決めることが出来た。これにより近赤外LEDを光源とした簡易な光学式尿成分計測システム具現化の端緒が開かれ、生活習慣病予防のためのホームヘルスケアシステムとしての応用が期待される。さらに、得られたデータから一日のタンパク摂取量の指標となる尿素/クレアチニン比や、一日の塩分摂取量の指標となるNaCl/クレアチニン比が算出可能で、近年普及の著しい臨床現場即時検査(POCT)用の装置としての適用も期待できる。

Report

(6 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (28 results)

All 2018 2017 2016 2015 2014 Other

All Journal Article (11 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Open Access: 5 results,  Acknowledgement Compliant: 3 results) Presentation (14 results) (of which Int'l Joint Research: 5 results) Remarks (3 results)

  • [Journal Article] Reagentless Estimation of Urea and Creatinine Concentrations Using Near-Infrared Spectroscopy for Spot Urine Test of Urea-to-Creatinine Ratio2018

    • Author(s)
      Ikuto Suzuki, Mitsuhiro Ogawa, Kimihiro Seino, Masamichi Nogawa, Hisashi Naito, Ken-ichi Yamakoshi, Shinobu Tanaka
    • Journal Title

      Advanced Biomedical Engineering

      Volume: 7 Issue: 0 Pages: 72-81

    • DOI

      10.14326/abe.7.72

    • NAID

      130006687630

    • ISSN
      2187-5219
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Derivation of Light Scattering Properties of Whole Blood from Classical Density Functional Theory2018

    • Author(s)
      野川 雅道、田中 志信
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 54 Issue: 4 Pages: 458-466

    • DOI

      10.9746/sicetr.54.458

    • NAID

      130006712218

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of an optical system for monitoring urine components-Estimation of accuracy of the system using multi-wavelength LED-2017

    • Author(s)
      清野 公宏, 鈴木 郁斗, 野川 雅道, 五十嵐 朗, 内藤 尚, 小川 充洋, 山越 憲一, 高田 重男, 田中 志信
    • Journal Title

      Transactions of Japanese Society for Medical and Biological Engineering

      Volume: 55Annual Issue: 5PM-Abstract Pages: 460-460

    • DOI

      10.11239/jsmbe.55Annual.460

    • NAID

      130006077135

    • ISSN
      1347-443X, 1881-4379
    • Related Report
      2017 Annual Research Report
    • Open Access
  • [Journal Article] Development of an optical system for multi-component analysis of urine for home healthcare -Reduction of the number of wavelength for concentration estimation-2016

    • Author(s)
      I. Suzuki, M. Nogawa, H. Naito, M. Ogawa, K. Yamakoshi, S. Tanaka
    • Journal Title

      Proceedings of 38th Annual International IEEE EMBS Conference

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 在宅健康管理のための光学式尿成分計測システムの試作 -LEDシステム移行を考慮した使用波長数削減の検討-2016

    • Author(s)
      鈴木 郁斗, 野川 雅道, 内藤 尚, 小川 充洋, 高田 重男, 山越 憲一, 田中 志信
    • Journal Title

      生体医工学

      Volume: 54Annual Pages: 405-405

    • NAID

      130005285541

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Development of an optical monitoring system of urine substances for home healthcare2015

    • Author(s)
      S. Tanaka, I. Suzuki, M. Nogawa, H. Naito, M. Ogawa, K.Yamakoshi
    • Journal Title

      Shortpapers of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: -

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Development of an optical system for multi-component analysis of urine for Home Healthcare2015

    • Author(s)
      I. Suzuki, M. Nogawa, H. Naito, M. Ogawa, K.Yamakoshi, S. Tanaka
    • Journal Title

      Proceedings of the 12th International Conference on Ubiquitous Healthcare (u-Healthcare2015)

      Volume: - Pages: 28-28

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 在宅健康管理のための光学式尿成分計測システムの開発ー高尿糖サンプルを用いた濃度予測精度の検討ー2015

    • Author(s)
      鈴木郁斗、森本尚央、野川雅道、内藤 尚、小川充洋、山越憲一、高田重男、田中志信
    • Journal Title

      生体医工学

      Volume: 53(特別号) Pages: 278-278

    • NAID

      130005163867

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Development of an optical type urine substances monitoring system for home health care2014

    • Author(s)
      森本尚央、田中志信、野川雅道、山越憲一、小川充洋
    • Journal Title

      Transactions of Japanese Society for Medical and Biological Engineering

      Volume: 52 Issue: Supplement Pages: O-17-O-18

    • DOI

      10.11239/jsmbe.52.O-17

    • NAID

      130004695770

    • ISSN
      1347-443X, 1881-4379
    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] A proposal of highly-sensitive finger-photoplethysmogram using a sphere-shaped diffuse reflector for non-invasive measurement of blood constituents2014

    • Author(s)
      清原大樹、永井 孝、李 知炯、松村健太、ピーター・ロルフ、山越憲一、田中直登、山越康弘、田中志信、野川雅道、山越健弘
    • Journal Title

      Transactions of Japanese Society for Medical and Biological Engineering

      Volume: 52 Issue: Supplement Pages: O-518-O-519

    • DOI

      10.11239/jsmbe.52.O-518

    • NAID

      130004695889

    • ISSN
      1347-443X, 1881-4379
    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] パルスオキシメータにおける採血を必要としない更正法の提案2014

    • Author(s)
      鷲尾太一,野川雅道,内藤 尚,田中志信
    • Journal Title

      計測自動制御学会 ライフエンジニアリング部門シンポジウム2014論文集

      Volume: 29

    • Related Report
      2014 Annual Research Report
  • [Presentation] A reagent-less system for monitoring Urinary multi-components using near infrared spectroscopy2018

    • Author(s)
      I. Suzuki, K. Seino, M. Nogawa, H. Naito, M. Ogawa, K. Yamakoshi, S. Tanaka
    • Organizer
      40th Annual International Conference of The IEEE Engineering in Medicine and Biology Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 近赤外分光法を用いた光学式尿成分分析システムの開発―総当たり解析による至適波長と組み合わせの選定―2018

    • Author(s)
      鈴木郁斗,清野公宏,野川雅道,内藤尚,五十嵐朗,小川充洋,山越憲一,高田重男,田中志信
    • Organizer
      第57回日本生体医工学会大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 光学式簡易尿成分計測システムの開発ーLED光源化を目指した最適波長組合せの検討ー2018

    • Author(s)
      清野公宏,鈴木郁斗,野川雅道,五十嵐朗,内藤尚,小川充洋,山越憲一,高田重男,田中志信
    • Organizer
      日本生体医工学会北陸支部大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] An optical system for monitoring urine components for home healthcare - Accuracy assessment using urine from multiple diabetic subjects2017

    • Author(s)
      I. Suzuki, K. Seino, M. Nogawa, H. Naito, A. Ikarashi, M. Ogawa, K. Yamakoshi, and S. Tanaka,
    • Organizer
      39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 近赤外分光法を用いた光学式尿成分分析システムの開発-LED光源を想定した濃度予測精度の推定-2017

    • Author(s)
      清野 公宏, 鈴木 郁斗, 野川 雅道, 五十嵐 朗, 内藤 尚, 小川 充洋, 山越 憲一, 高田 重男, 田中 志信
    • Organizer
      第56回日本生体医工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Development of an optical system for multi-component analysis of urine for home healthcare -Reduction of the number of wavelength for concentration estimation-2016

    • Author(s)
      I. Suzuki, M. Nogawa, H. Naito, M. Ogawa, K. Yamakoshi, S. Tanaka
    • Organizer
      38th Annual International IEEE EMBS Conference
    • Place of Presentation
      Orlando, FL. USA
    • Year and Date
      2016-08-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 在宅健康管理のための光学式尿成分計測システムの試作 -LEDシステム移行を考慮した使用波長数削減の検討-2016

    • Author(s)
      鈴木 郁斗, 野川 雅道, 内藤 尚, 小川 充洋, 高田 重男, 山越 憲一, 田中 志信
    • Organizer
      第55回日本生体医工学会大会
    • Place of Presentation
      富山国際会議場
    • Year and Date
      2016-04-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] Development of an optical system for multi-component analysis of urine for Home Healthcare2015

    • Author(s)
      I. Suzuki, M. Nogawa, H. Naito, M. Ogawa, K.Yamakoshi, S. Tanaka
    • Organizer
      12th International Conference on Ubiquitous Healthcare (u-Healthcare2015)
    • Place of Presentation
      大阪
    • Year and Date
      2015-11-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of an optical monitoring system of urine substances for home healthcare2015

    • Author(s)
      S. Tanaka, I. Suzuki, M. Nogawa, H. Naito, M. Ogawa, K.Yamakoshi
    • Organizer
      37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Milan, Italy
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 在宅健康管理のための光学式尿成分計測システムの開発ー高尿糖サンプルを用いた濃度予測精度の検討ー2015

    • Author(s)
      鈴木郁斗、森本尚央、野川雅道、内藤 尚、小川充洋、山越憲一、高田重男、田中志信
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 在宅健康管理のための光学式尿成分計測システムの試作2014

    • Author(s)
      鈴木郁斗,森本尚央,田中志信,内藤尚,野川雅道,山越憲一,小川充洋
    • Organizer
      平成26年度 日本生体医工学会北陸支部大会
    • Place of Presentation
      CiCビル、富山市
    • Year and Date
      2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] パルスオキシメータにおける採血を必要としない更正法の提案2014

    • Author(s)
      鷲尾太一,野川雅道,内藤 尚,田中志信
    • Organizer
      計測自動制御学会 ライフエンジニアリング部門シンポジウム2014
    • Place of Presentation
      金沢大学、金沢市
    • Year and Date
      2014-09-17 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 在宅健康管理のためのトイレ内蔵型光学式尿成分計測システムの開発2014

    • Author(s)
      森本尚央、田中志信、野川雅道、山越憲一、小川充洋
    • Organizer
      第53回 日本生体医工学会大会
    • Place of Presentation
      仙台国際センター、仙台市
    • Year and Date
      2014-06-24 – 2014-06-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] 非侵襲血中成分計測のための球状拡散反射面を用いた高感度光電用容積脈波検出法の提案2014

    • Author(s)
      清原大樹、永井 孝、李 知炯、松村健太、ピーター・ロルフ、山越憲一、田中直登、山越康弘、田中志信、野川雅道、山越健弘
    • Organizer
      第53回 日本生体医工学会大会
    • Place of Presentation
      仙台国際センター、仙台市
    • Year and Date
      2014-06-24 – 2014-06-26
    • Related Report
      2014 Annual Research Report
  • [Remarks] 金沢大学理工研究域 人間適応制御研究室 研究紹介

    • URL

      http://www.me.se.kanazawa-u.ac.jp/biomed/

    • Related Report
      2018 Annual Research Report
  • [Remarks] 金沢大学理工研究域 人間適応制御研究室

    • URL

      http://www.me.se.kanazawa-u.ac.jp/biomed/

    • Related Report
      2017 Annual Research Report
  • [Remarks] 金沢大学 大学院自然科学研究科 人間適応制御研究室

    • URL

      http://www.me.se.kanazawa-u.ac.jp/biomed/top.htm

    • Related Report
      2016 Annual Research Report 2014 Annual Research Report

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Published: 2014-04-04   Modified: 2020-03-30  

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