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Pathophysiological evaluation by high resolution manometry and swallowing computed tomography scan, elucidation of food texture properties

Research Project

Project/Area Number 16KT0190
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section特設分野
Research Field Complex Systems Disease Theory
Research InstitutionThe University of Tokyo

Principal Investigator

Ueha Rumi  東京大学, 医学部附属病院, 准教授 (10597131)

Co-Investigator(Kenkyū-buntansha) 前田 恵理子  東京大学, 医学部附属病院, 特任助教 (00401084)
Project Period (FY) 2016-07-19 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2019: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2016: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords嚥下障害 / 食品テクスチャー / 高解像度内圧計 / 嚥下CT / バーチャルリアリティー / 多列面検出器型CT
Outline of Final Research Achievements

In this study, we found as follows; 1) many factors that affect food texture properties were identified by examining them from the perspective of food science. It is necessary to understand the characteristics of each gelling agent before clinical use. 2) Using high-resolution pharyngo-esophageal manometry (HRM), new clinical findings were found. It was useful in elucidating the mechanisms of changes in pharyngeal pressure and upper esophageal sphincter dynamics especially in neuromuscular diseases. We demonstrated the importance of HRM in the selection of aspiration prevention surgeries. 3) In swallowing CT, four-dimensional swallowing dynamics are visualized by reconstructing sequential images using dedicated software. Dynamic images have the advantage of being very impactful and facilitating the understanding of three-dimensional structural changes. It is anticipated that VR technology will be widely used in swallowing examinations in the future.

Academic Significance and Societal Importance of the Research Achievements

本研究では、増粘多糖類が様々な特性を示すことを実証した。つまり、嚥下診療に関わる従事者は,患者の嚥下機能に応じた栄養指導や嚥下指導を行う際,ゲル化剤やとろみ調整食品などの増粘多糖類の性質を把握したうえで行うべきである.さらに嚥下内視鏡検査や嚥下造影検査といった一般的な嚥下機能検査だけでなく、高解像度内圧検査や嚥下CTなどの新規検査を導入することで、これまで病態把握が難しかった疾患や病態を把握しやすくなり、さらにバーチャルリアリティーを導入することで、嚥下動態の立体的な把握が可能となるなど有用性を示した.

Report

(6 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (51 results)

All 2021 2020 2019 2018 2017 2016

All Journal Article (22 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 20 results,  Open Access: 7 results) Presentation (29 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results)

  • [Journal Article] 高解像度内圧計と多列面検出器型CTによる最新の嚥下機能検査法と病態評価について2021

    • Author(s)
      上羽瑠美,佐藤 拓,後藤多嘉緒,山内彰人,山岨達也
    • Journal Title

      口腔・咽頭

      Volume: 34 Pages: 11-20

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sleep-Induced Glottis Closure in Multiple System Atrophy Evaluated by Four-Dimensional Computed Tomography2020

    • Author(s)
      Ueha Rumi、Maeda Eriko、Ino Kenji、Shimizu Takahiro、Sato Taku、Goto Takao、Yamasoba Tatsuya
    • Journal Title

      Frontiers in Medicine

      Volume: 7 Pages: 1-6

    • DOI

      10.3389/fmed.2020.00132

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Aspiration Prevention Surgery under Local Anesthesia for Palliative Care in Patients with Head and Neck Cancer: A Report of Two Cases2020

    • Author(s)
      Sekiguchi Koyama Misaki、Ueha Rumi、Goto Takao、Sato Taku、Tachibana Akane、Mizumoto Yui、Nito Takaharu、Yamasoba Tatsuya
    • Journal Title

      ORL

      Volume: 83 Issue: 1 Pages: 52-58

    • DOI

      10.1159/000510800

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Esophageal Dysmotility is Common in Patients With Multiple System Atrophy2020

    • Author(s)
      Ueha Rumi、Sato Taku、Goto Takao、Yamauchi Akihito、Nativ‐Zeltzer Nogah、Mitsui Jun、Belafsky Peter C.、Yamasoba Tatsuya
    • Journal Title

      The Laryngoscope

      Volume: 131 Issue: 4 Pages: 832-838

    • DOI

      10.1002/lary.28852

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Expression of ACE2 and TMPRSS2 Proteins in the Upper and Lower Aerodigestive Tracts of Rats: Implications on COVID 19 Infections2020

    • Author(s)
      Sato Taku、Ueha Rumi、Goto Takao、Yamauchi Akihito、Kondo Kenji、Yamasoba Tatsuya
    • Journal Title

      The Laryngoscope

      Volume: 131 Issue: 3

    • DOI

      10.1002/lary.29132

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 硫酸バリウム誤嚥による肺障害における硫酸バリウム濃度の影響2020

    • Author(s)
      上羽瑠美
    • Journal Title

      喉頭

      Volume: 32 Pages: 99-103

    • NAID

      130008036995

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 造影剤誤嚥による急性・慢性気道組織障害の組織学的・分子生物学的機序の解明-嚥下造影検査で安全な造影剤は何?2020

    • Author(s)
      上羽瑠美,佐藤 拓,後藤多嘉緒,二藤隆春
    • Journal Title

      日本音声言語医学会雑誌

      Volume: 61 Pages: 11-17

    • NAID

      130007802620

    • Related Report
      2020 Annual Research Report 2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] The effects of barium concentration levels on the pulmonary inflammatory response in a rat model of aspiration2020

    • Author(s)
      Ueha R, Zelter NN, Sato T, Goto T, Yamauchi A, Belafsky CP, Yamasoba T
    • Journal Title

      European Archives of Oto-Rhino-Laryngology

      Volume: 277 Issue: 1 Pages: 189-196

    • DOI

      10.1007/s00405-019-05666-4

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Heightened risk of early vocal fold motion impairment onset and dysphagia in the parkinsonian variant of multiple system atrophy: a comparative study2020

    • Author(s)
      Tsuchiya Kaoru、Ueha Rumi、Suzuki Sayaka、Goto Takao、Sato Taku、Nito Takaharu、Yamasoba Tatsuya
    • Journal Title

      Clinical Parkinsonism & Related Disorders

      Volume: 3 Pages: 100037-100037

    • DOI

      10.1016/j.prdoa.2020.100037

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 気管切開孔開大術2020

    • Author(s)
      上羽瑠美
    • Journal Title

      JOHNS

      Volume: 36 Pages: 216-222

    • Related Report
      2019 Research-status Report
  • [Journal Article] Chronic inflammatory response in the rat lung to commonly used contrast agents for videofluoroscopy2019

    • Author(s)
      Ueha Rumi、Nativ‐Zeltzer Nogah、Sato Taku、Goto Takao、Nito Takaharu、Tsunoda Koichi、Belafsky Peter C.、Yamasoba Tatsuya
    • Journal Title

      Laryngoscope Investigative Otolaryngology

      Volume: 4 Issue: 3 Pages: 335-340

    • DOI

      10.1002/lio2.269

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Choice of Aspiration Prevention Surgery for Patients With Neuromuscular Disorders: Report of Three Cases2019

    • Author(s)
      Katoh Mitsuhiko、Ueha Rumi、Sato Taku、Sugasawa Shunichi、Goto Takao、Yamauchi Akihito、Yamasoba Tatsuya
    • Journal Title

      Frontiers in Surgery

      Volume: 6 Pages: 66-66

    • DOI

      10.3389/fsurg.2019.00066

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 市販アイスクリーム類の食品テクスチャー特性の経時的変化について2019

    • Author(s)
      上羽瑠美,横山明子,井口はるひ,兼岡麻子,後藤多嘉緒,佐藤 拓,二藤隆春,山岨達也.
    • Journal Title

      日本摂食嚥下リハビリテーション学会誌

      Volume: 23 Pages: 44-47

    • NAID

      130007698359

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] VF検査用ゲルのテクスチャー特性と嚥下調整食分類への適用-非イオン性ヨード系造影剤と硫酸バリウムの比較-2018

    • Author(s)
      上羽瑠美,黒田明日香,臼倉絵美,後藤多嘉緒,佐藤 拓,横山明子,兼岡麻子,荻野亜希子,井口はるひ,二藤隆春,山岨達也
    • Journal Title

      日本摂食嚥下リハビリテーション学会誌

      Volume: 22-2 Pages: 127-134

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] 嚥下調査票導入による看護師の摂食嚥下評価の変化2018

    • Author(s)
      北村智美,上羽瑠美,上柳菜摘,荻野亜希子,岡田美紀,鈴木樹美,森浩美
    • Journal Title

      日本摂食嚥下リハビリテーション学会誌

      Volume: 22-3 Pages: 273-277

    • NAID

      130007639948

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] High Resolution Manofluorographic Study in Patients With Multiple System Atrophy: Possible Early Detection of Upper Esophageal Sphincter and Proximal Esophageal Abnormality2018

    • Author(s)
      Ueha Rumi、Goto Takao、Sato Taku、Nativ-Zeltzer Nogah、Shen Shih Chieh、Nito Takaharu、Belafsky Peter C.、Yamasoba Tatsuya
    • Journal Title

      Frontiers in Medicine

      Volume: 5 Pages: 1-7

    • DOI

      10.3389/fmed.2018.00286

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Acute inflammatory response to contrast agent aspiration and its mechanisms in the rat lung2018

    • Author(s)
      Ueha Rumi、Nativ-Zeltzer Nogah、Sato Taku、Goto Takao、Nito Takaharu、Belafsky Peter C、Yamasoba Tatsuya
    • Journal Title

      The Laryngoscope

      Volume: 印刷中 Issue: 7 Pages: 1-6

    • DOI

      10.1002/lary.27663

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 誤嚥性肺炎の予防-嚥下機能低下の評価と介入2018

    • Author(s)
      上羽瑠美
    • Journal Title

      Medical Practice

      Volume: 35-4 Pages: 591-597

    • Related Report
      2018 Research-status Report
  • [Journal Article] 市販ゲル化剤の種類と作製条件によるゲルのテクスチャー特性比較2018

    • Author(s)
      上羽瑠美,横山明子,臼倉絵美,後藤多嘉緒,佐藤 拓,兼岡麻子,荻野亜希子,井口はるひ,二藤隆春,山岨達也
    • Journal Title

      嚥下医学

      Volume: 7-1 Pages: 103-114

    • NAID

      40021488030

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] アルコールが市販ゲル化剤によるテクスチャー特性に与える影響2018

    • Author(s)
      上羽瑠美,横山明子,臼倉絵美,後藤多嘉緒,佐藤 拓,兼岡麻子,荻野亜希子,井口はるひ,二藤隆春,山岨達也
    • Journal Title

      嚥下医学

      Volume: 7-1 Pages: 115-123

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] 頭頸部疾患嚥下障害患者への「とろみの3段階」を用いた指導による肺炎発症に関する検討2018

    • Author(s)
      上羽瑠美,横山明子,後藤多嘉緒,清水裕也,佐藤 拓,二藤隆春,山岨達也.
    • Journal Title

      嚥下医学

      Volume: 7-1 Pages: 124-132

    • NAID

      40021488066

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] 物性の違いと加齢が喉頭挙上遅延時間と下咽頭通過時間に与える 影響の検討:3 段階のとろみと液体,ゼリーでの比較2016

    • Author(s)
      上羽瑠美,後藤多嘉緒,清水裕也,佐藤 拓,横山明子,兼岡麻子,荻野亜希子,七里朋子,井口はるひ,泉 綾子,二藤隆春,山岨達也
    • Journal Title

      嚥下医学

      Volume: 5-2 Pages: 236-243

    • NAID

      40020961686

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] 当院における嚥下造影検査施行患者の背景分析および嚥下性肺炎発症リスク因子の検討2021

    • Author(s)
      増田大晃,上羽瑠美,兼岡麻子,佐藤 拓, 後藤 多嘉緒,山内彰人,山岨達也
    • Organizer
      第44回日本嚥下医学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 多系統萎縮症における食道運動障害の検討2021

    • Author(s)
      上羽瑠美,佐藤 拓,後藤多嘉緒,山内彰人,山岨達也
    • Organizer
      第44回日本嚥下医学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 嚥下CTを用いた嚥下機能検査のVR化への試み2021

    • Author(s)
      上羽瑠美,小椋貴文,佐藤 拓,後藤多嘉緒,山内彰人,山岨達也
    • Organizer
      第33回喉頭科学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Esophageal Motility Disorders Are Common in Patients with Multiple System Atrophy2020

    • Author(s)
      Ueha R, Sato T, Goto T, Yamauchi A, Zelter NN, Mitsui J, Belafsky CP, Yamasoba T
    • Organizer
      Combined Otolaryngology Spring Meetings
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 神経筋疾患患者への誤嚥防止手術の術式選択:3症例の検討2020

    • Author(s)
      加藤光彦,上羽瑠美,菅澤駿一,佐藤拓,後藤多嘉緒,山内彰人,山岨達也
    • Organizer
      第32回喉頭科学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] シンポジウム:硫酸バリウム誤嚥による肺障害における硫酸バリウム濃度の影響2020

    • Author(s)
      上羽瑠美,佐藤拓,後藤多嘉緒,山内彰人,二藤隆春,山岨達也
    • Organizer
      第32回喉頭科学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Chronic inflammatory response in the rat lung to commonly used contrast agents for videofluoroscopic swallowing studies2019

    • Author(s)
      Rumi Ueha, Nogah Nativ-Zeltzer, Taku Sato, Takao Goto, Takaharu Nito, Peter Belafsky, Tatsuya Yamasoba
    • Organizer
      Combined Otolaryngology Spring Meetings
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 造影剤誤嚥による急性・慢性気道組織障害の組織学的・分子生物学的機序-嚥下造影検査で安全な造影剤は何か2019

    • Author(s)
      上羽瑠美,佐藤 拓,後藤多嘉緒,二藤隆春.
    • Organizer
      第25回日本摂食嚥下リハビリテーション学会
    • Related Report
      2019 Research-status Report
  • [Presentation] 市販アイスクリーム類の食品テクスチャー特性の経時的変化について2019

    • Author(s)
      横山明子,井口はるひ,兼岡麻子,後藤多嘉緒,佐藤 拓,上羽瑠美.
    • Organizer
      第25回日本摂食嚥下リハビリテーション学会
    • Related Report
      2019 Research-status Report
  • [Presentation] パネルディスカッション:高解像度内圧計と多列面検出器型CTによる最新の嚥下機能検査法と病態評価について2019

    • Author(s)
      上羽 瑠美
    • Organizer
      第32回日本口腔・咽頭科学会
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] Onset of respiratory Clinical Events in Multiple System Atrophy2019

    • Author(s)
      Kaoru Tsuchiya, Rumi Ueha, Sayaka Suzuki,Takao Goto, Taku Sato, Nito Takaharu, Tatsuya Yamasoba.
    • Organizer
      AAO-HNSF 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 研究助成報告:造影剤誤嚥による急性・慢性気道組織障害の組織学的・分子生物学的機序の解明-嚥下造影検査で安全な造影剤は何?2019

    • Author(s)
      上羽瑠美,佐藤 拓,後藤多嘉緒,二藤隆春,山岨達也.
    • Organizer
      第64回日本音声言語医学会
    • Related Report
      2019 Research-status Report
  • [Presentation] 食品科学的検証に基づく誤嚥予防と活用方法2018

    • Author(s)
      上羽瑠美,二藤隆春,山岨達也
    • Organizer
      第18回日本抗加齢医学会
    • Related Report
      2018 Research-status Report
  • [Presentation] Texture properties and dysphagia diet classification of non-ionic contrast agent gels and barium sulfate gels for videofluoroscopic study of swallowing2018

    • Author(s)
      Rumi Ueha, Takao Goto, Taku Sato, Takaharu Nito, Tatsuya Yamasoba
    • Organizer
      第120回日本耳鼻咽喉科学会総会
    • Related Report
      2018 Research-status Report
  • [Presentation] High Resolution Manofluorographic Study in Patients with Multiple System Atrophy: Possible Early Detection of Upper Esophageal Sphincter and Proximal Esophageal2018

    • Author(s)
      Rumi Ueha, Takao Goto, Tau Sato, Nogah Nativ-Zeltzer, Shih Chieh Shen, Takaharu Nito, Peter Belafsky, Tatsuya Yamasoba
    • Organizer
      20th WCBIP/WCBE
    • Related Report
      2018 Research-status Report
  • [Presentation] 米国での嚥下診療事情と日本との比較-留学経験より2018

    • Author(s)
      上羽瑠美
    • Organizer
      第30回日本臨床嚥下研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 硫酸バリウムと非イオン性造影剤を用いた嚥下造影検査用ゼリーのテクスチャー特性に関する研究2018

    • Author(s)
      上羽瑠美,横山明子,井口はるひ,兼岡麻子,荻野亜希子,佐藤拓,二藤隆春
    • Organizer
      第24回日本摂食嚥下リハビリテーション学会
    • Related Report
      2018 Research-status Report
  • [Presentation] High Resolution Manofluorographic Study in Multiple System Atrophy2018

    • Author(s)
      Rumi Ueha, Takao Goto, Taku Sato, Takaharu Nito, Nogah Nativ-Zeltzer, Peter C Belafsky
    • Organizer
      第24回日本摂食嚥下リハビリテーション学会
    • Related Report
      2018 Research-status Report
  • [Presentation] What is the safest contrast agent for videofluoroscopic swallowing study?2018

    • Author(s)
      Rumi Ueha, Takao Goto, Taku Sato, Takaharu Nito, Nogah Nativ-Zeltzer, Peter C Belafsky
    • Organizer
      第24回日本摂食嚥下リハビリテーション学会
    • Related Report
      2018 Research-status Report
  • [Presentation] 多系統萎縮症患者の上部食道機能障害:高解像度内圧検査より2018

    • Author(s)
      上羽瑠美,後藤多嘉緒,佐藤拓,二藤隆春,Peter Belafsky,山岨達也
    • Organizer
      第14回日本神経筋・摂食・栄養研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] ワークショップ:食品科学的検証に基づく誤嚥予防と活用方法2018

    • Author(s)
      上羽瑠美
    • Organizer
      第70回日本気管食道科学会
    • Related Report
      2018 Research-status Report
  • [Presentation] 320 列面検出器型CTで睡眠時上気道狭窄を診断した多系統萎縮症症例2018

    • Author(s)
      上羽瑠美,佐藤 拓,後藤多嘉緒,二藤隆春,山岨達也
    • Organizer
      第31回喉頭科学会
    • Related Report
      2018 Research-status Report
  • [Presentation] ミニレクチャー:多列面検出器型CTと高解像度内圧計の嚥下診療応用2018

    • Author(s)
      上羽瑠美,佐藤 拓,後藤多嘉緒,二藤隆春,山岨達也
    • Organizer
      第42回日本嚥下医学会
    • Related Report
      2018 Research-status Report
  • [Presentation] ゼリーの種類の違いと咀嚼が咽頭期嚥下に与える影響の検討2017

    • Author(s)
      上羽瑠美 後藤多嘉緒 佐藤拓 横山明子 二藤隆春 山岨達也
    • Organizer
      第40回日本嚥下医学会
    • Place of Presentation
      東京
    • Year and Date
      2017-02-24
    • Related Report
      2016 Research-status Report
  • [Presentation] 頭頸部疾患嚥下障害患者への「とろみの3段階を用いた指導」による肺炎発症に関する検討2017

    • Author(s)
      横山明子 上羽瑠美 後藤多嘉緒 二藤隆春 若尾邦江
    • Organizer
      第40回日本嚥下医学会
    • Place of Presentation
      東京
    • Year and Date
      2017-02-24
    • Related Report
      2016 Research-status Report
  • [Presentation] 嚥下障害患者がアルコールを楽しむための取り組みと実験的検証:第一報2017

    • Author(s)
      上羽瑠美 横山明子 兼岡麻子 荻野亜希子 井口はるひ 二藤隆春 山岨達也
    • Organizer
      第23回日本摂食嚥下リハビリテーション学会
    • Related Report
      2017 Research-status Report
  • [Presentation] 咀嚼嚥下時の嚥下反射惹起に関する検討2017

    • Author(s)
      上羽瑠美 後藤多嘉緒 佐藤拓 二藤隆春 山岨 達也
    • Organizer
      第69回日本気管食道科学会
    • Related Report
      2017 Research-status Report
  • [Presentation] Differences in texture properties of hydrogels depending on gelling agents and solvents2017

    • Author(s)
      Rumi Ueha, Akiko Yokoyama, Emi Usukura, Asuka Kuroda, Takao Goto, Taku Sato, Asako Kaneoka, Akiko Ogino, Haruhi Inokuchi, Takaharu Nito, Tatsuya Yamasoba
    • Organizer
      The 2nd Korea-Japan Dysphagia Joint Symposium
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] シンポジウム:適切なとろみの評価による誤嚥防止への取り組み2016

    • Author(s)
      上羽瑠美 後藤多嘉緒 清水裕也 佐藤拓 二藤隆春 山岨達也
    • Organizer
      第68回日本気管食道科学会
    • Place of Presentation
      東京
    • Year and Date
      2016-11-17
    • Related Report
      2016 Research-status Report

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Published: 2016-07-20   Modified: 2023-03-08  

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