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Development of a multi-component continuous monitoring system for reagent-less dialysate waste fluid using near-infrared multi-wavelength LEDs

Research Project

Project/Area Number 18H03514
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 90110:Biomedical engineering-related
Research InstitutionKanazawa University

Principal Investigator

TANAKA Shinobu  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, 教授 (30322085)
野川 雅道  公立小松大学, 保健医療学部, 准教授 (40292445)
五十嵐 朗  藍野大学, 医療保健学部, 教授 (10570632)
鈴木 郁斗  公立小松大学, 保健医療学部, 助教 (10880768)
畑中 由佳  藍野大学, 医療保健学部, 助教 (30622120)
Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥16,510,000 (Direct Cost: ¥12,700,000、Indirect Cost: ¥3,810,000)
Fiscal Year 2021: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2020: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2019: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2018: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywords近赤外分光法 / 血液浄化療法 / 適性透析 / 透析液廃液成分モニタ / 近赤外LED / 血液透析 / 透析液排液 / 透析終点 / 適正透析 / 近赤外多波長LED / 透析液廃液成分 / 試薬レスモニタ / 人工透析 / 透析液廃液 / 陰性吸光度
Outline of Final Research Achievements

The effectiveness of hemodialysis cannot be confirmed until the end of dialysis because it is determined by collecting blood before and after dialysis. Therefore, in this study, in order to estimate the optimal end point, an optical dialysate drainage monitor was prototyped. A commercially available spectrometer with 12-different-wavelength near-infrared LED chips was incorporated into a self-made flow cell, and the accuracy of urea concentration prediction was verified by multiple regression analysis. The samples used were three-component mixed aqueous solutions containing urea, uric acid, and creatinine. As a result, when the concentration of interfering substances was constant, good results were obtained with a correlation coefficient of 0.8 or more using less than 10 wavelengths. However, when the concentration of interfering substances is different, the prediction accuracy was decrease, suggesting the requirement of future improvements such as increasing the LED light intensity.

Academic Significance and Societal Importance of the Research Achievements

本研究課題により、透析廃液中の尿素濃度を近赤外領域のLEDを用いて、それも10波長以下の少ない波長数で推定可能であることが示された。自作の透過反射型フロ―セルと市販の近赤外簡易スペクトルメータを組み合わせて構築したプロトシステムには改良の余地が多々あるものの、尿素以外の妨害物質(尿酸、クレアチニン)の濃度が一定の3成分水溶液をサンプルとした場合、実測濃度との相関係数が0.8以上の高精度で尿素濃度を推定可能であった。この結果は、廉価で簡易構造の光学式透析液廃液モニタ具現化の端緒を開くものであり、今後の透析治療の効率化、延いては血液浄化療法の理想形である「自宅透析」への貢献が期待できる。

Report

(5 results)
  • 2022 Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (20 results)

All 2022 2021 2020 2019 2018 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (15 results) (of which Int'l Joint Research: 5 results,  Invited: 1 results) Remarks (4 results)

  • [Journal Article] NIR spectroscopic determination of urine components in spot urine: preliminary investigation towards optical point-of-care test2019

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

      Medical & Biological Engineering & Computing

      Volume: 58 Issue: 1 Pages: 67

    • DOI

      10.1007/s11517-019-02063-1

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Simulated analysis assuming a near-infrared LED light source for monitoring components in waste dialysate.2022

    • Author(s)
      Y. Hatanaka, I. Suzuki, K. Sanai, M. Nogawa, Y. Nishikawa, H. Naito, A. Ikarashi, M. Ogawa, K. Yamakoshi, S. Tanaka
    • Organizer
      The 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 近赤外LEDを用いた透析液排液モニタシステムの開発2022

    • Author(s)
      佐内佳太,鈴木郁斗,内藤 尚,西川裕一,田中志信
    • Organizer
      日本設計工学会2022年度春季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 近赤外LEDを用いた透析液排液成分のモニタリングに関する基礎的検討2022

    • Author(s)
      佐内佳太,鈴木郁斗,野川雅道,内藤尚,西川裕一,畑中由佳,五十嵐朗,小川充洋,山越憲一,田中志信
    • Organizer
      第61回日本生体医工学会大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Near-Infrared Spectroscopic Estimation of Urea Concentration for Determining Appropriate Duration of Hemodialysis Treatment2021

    • Author(s)
      I. Suzuki, Y. Hatanaka, K. Sanai, M. Nogawa, Y. Nishikawa, H. Naito, A. Ikarashi, M. Ogawa, K. Yamakoshi and S. Tanaka
    • Organizer
      The 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'21)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 透析液排液成分の光学的モニタリングに関する基礎的検討2021

    • Author(s)
      佐内佳太,鈴木郁斗,野川雅道,内藤尚,西川裕一,畑中由佳,五十嵐朗,小川充洋,山越憲一,田中志信
    • Organizer
      第60回日本生体医工学会大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Preliminary Experiments for Realizing NIR Spectroscopic Prediction System of Multi-Components in Waste Dialysate2020

    • Author(s)
      I. Suzuki, Y. Hatanaka, T. Tsuruda, M. Nogawa, H. Naito, A. Ikarashi, M. Ogawa, K. Yamakoshi, S. Tanaka
    • Organizer
      42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 近赤外光を用いた簡易光学式透析液排液成分モニタシステムの開発2020

    • Author(s)
      鶴田貴大,鈴木郁斗,野川雅道,内藤尚,畑中由佳,五十嵐朗,小川充洋,山越憲一,田中志信
    • Organizer
      第59回日本生体医工学会大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 透析液排液成分の光学式モニタリングシステムの開発 ―混合水溶液を用いた尿素濃度推定精度と至適波長組み合わせの検討―2020

    • Author(s)
      鶴田貴大,佐内佳太,鈴木郁斗,野川雅道,内藤尚,畑中由佳,五十嵐朗,小川充洋,山越憲一,田中志信
    • Organizer
      令和2年度 日本生体医工学会 北陸支部大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] NIR spectroscopic prediction of urinary components for management of protein and salt intake2019

    • Author(s)
      Suzuki I.*, Seino K., Nogawa M., Naito H., Ogawa M., Yamakoshi K., and Tanaka S.
    • Organizer
      41st Annual International Conference of the IEEE Engineering in medicine and Biology Society
    • Related Report
      2019 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 ―尿中成分のクレアチニン比推定の試み―2019

    • Author(s)
      鶴田 貴大, 鈴木 郁斗, 清野 公宏, 野川 雅道, 内藤 尚, 畑中 由佳, 五十嵐 朗, 小川 充洋, 山越 憲一, 高田 重男, 田中 志信
    • Organizer
      第58回日本生体医工学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 近赤外分光法による尿成分濃度推定と使用波長数削減の試み2019

    • Author(s)
      田中 志信, 鈴木 郁斗, 清野 公宏, 野川 雅道, 内藤 尚, 五十嵐 朗, 小川 充洋, 高田 重男, 山越 憲一
    • Organizer
      日本分光学会近赤外分光部会 第14回シンポジウム
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 透析液排液成分の光学的濃度推定に関する基礎的検討2019

    • Author(s)
      鶴田貴大,鈴木郁斗,野川雅道,内藤尚,畑中由佳,五十嵐朗,小川充洋,山越憲一,田中志信
    • Organizer
      令和元年度日本生体医工学会北陸支部大会
    • Related Report
      2019 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
  • [Remarks] 金沢大学理工研究域 人間適応制御研究室

    • URL

      http://biomed.w3.kanazawa-u.ac.jp/index.html

    • Related Report
      2021 Annual Research Report
  • [Remarks] 金沢大学理工研究域 人間適応制御研究室

    • URL

      http://biomed.w3.kanazawa-u.ac.jp/

    • Related Report
      2020 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
      2019 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/index.html

    • Related Report
      2018 Annual Research Report

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Published: 2018-04-23   Modified: 2024-01-30  

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