An exploration for biomarkers for predicting heart failure prognosis by the human olfactory-based odor analysis technology
Project/Area Number |
20K21893
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Research Category |
Grant-in-Aid for Challenging Research (Exploratory)
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Allocation Type | Multi-year Fund |
Review Section |
Medium-sized Section 90:Biomedical engineering and related fields
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Research Institution | Osaka University |
Principal Investigator |
Koseki Masahiro 大阪大学, 大学院医学系研究科, 助教 (10467582)
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Co-Investigator(Kenkyū-buntansha) |
黒田 俊一 大阪大学, 産業科学研究所, 教授 (60263406)
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Project Period (FY) |
2020-07-30 – 2023-03-31
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Project Status |
Completed (Fiscal Year 2022)
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Budget Amount *help |
¥6,500,000 (Direct Cost: ¥5,000,000、Indirect Cost: ¥1,500,000)
Fiscal Year 2022: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2021: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2020: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
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Keywords | 心不全 / 匂いセンサー / 予後予測バイオマーカー / 尿 / 終末期 / ヒト嗅覚受容体センサー |
Outline of Research at the Start |
心不全の予後を、血清や尿中の単一の代謝物質の測定で、簡便に予測することは難しかった。本研究では心不全患者の匂いに着目し、終末期に近い入院中あるいは在宅医療を実施中の心不全患者から、呼気、尿、皮脂より遊離するガスを収集し、大阪大学産業科学研究所黒田俊一教授らが独自に開発した、網羅的匂い解析装置「ヒト嗅覚受容体センサー」により解析する。本装置では、ヒトが感じる匂い分子のみをヒト嗅覚と同等に検知し、単一の匂い分子のみならず複数の匂い分子を組み合わせとしてパターン認識が可能であり、予後予測に有用なヒト嗅覚受容体を数個特定し、これに対応した患者由来匂い成分を心不全予後予測バイオマーカーとして同定する。
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Outline of Final Research Achievements |
In this study, we aim to develop a highly portable testing device using odor for end-stage heart failure. The odor samples were collected from patients with heart failure and analyzed using the "human olfactory receptor sensor," a comprehensive odor analysis device originally developed by Professor Shunichi Kuroda and his colleagues at the SANKEN, Osaka University. In a preliminary study, urine was chosen as the method for collecting odorants because it is easy to transport and store samples, and the concentration of odorants was assumed to be relatively high. While an unspecified number of odorant substances were detected, the analysis of a large number of clinical specimens became difficult due to the spread of COVID-19 infection throughout the study period, and analysis by machine learning and other methods was also difficult, so identification of specific substances could not be achieved.
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Academic Significance and Societal Importance of the Research Achievements |
本研究では、終末期心不全におけるポータビリティの高い検査機器の開発を目指して、心不全患者から得た匂いサンプルを、大阪大学黒田俊一教授らが独自に開発した網羅的匂い解析装置により解析した。検体は、呼気、皮膚ガス、尿のうち輸送、保存が容易な尿とし、臨床研究計画を立案し、倫理委員会にて承認済を得て、各群5例の尿サンプルを得て解析したところ、不特定多数のにおい物質が検出された。検体数を増やし、多数の検体を解析し、機械学習等で解析する予定であったが、研究期間を通じてCOVID-19感染症が遷延し、多数の検体の収集が困難であったため、機械学習も実施できす、特定の物質の同定には至らなかった。
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Report
(4 results)
Research Products
(109 results)
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Inui H, Nishida M, Ichii M, Nakaoka H, Asaji M, Ide S, Saito S, Saga A, Omatsu T, Tanaka K, Kanno K, Chang J, Zhu Y, Okada T, Okuzaki D, Matsui T, Ohama T, Koseki M, Morii E, Hosen N, Yamashita S, Sakata Y.
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Journal Title
Journal of Molecular and Cellular Cardiology
Volume: 176
Pages: 68-83
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[Journal Article] Characterization of Nutrient Intake in Biopsy-Confirmed NAFLD Patients2022
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Kamada Y, Takahashi H, Ogawa Y, Hyogo H, Nakamura K, Yada T, Asada N, Bando T, Sawano H, Hatanaka M, Tosa T, Ando M, Hikita E, Yoshida K, Koseki M, Sumida Y, Maeda K, Fujii M, Aishima S, Hayakawa M, Nakajima A.
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Nutrients
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Issue: 17
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Front Endocrinol (Lausanne)
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Life
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Issue: 2
Pages: 143-143
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[Presentation] The Genetic and Clinical Analysis of Six Patients with Sitosterolemia2023
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Omatsu T, Koseki M, Okada T, Nishihara S, Tanaka K, Saga A, Inui H, Ohama T, Ito K, Ishikawa M, Kujiraoka T, Nshida M, Yamashita S, Sakata Y.
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[Presentation] Stronger Positive Correlation Between Left Ventricular Mass Index And E/e’ In Patients With Diabetes Compared To Non-diabetic Subjects2022
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Koseki M, Kanno K, Chang J, Saga A, Okada T, Inui H, Tanaka K, Omatsu T, Higo T, Ide S, Saito S, Kamada Y, Ohama T, Nishida M, Yamashita S, Sakata Y
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[Presentation] A Case with Sitosterolemia Accompanied with Macrothrombocytopenia and Bilateral Elbow Tuberous Xanthomas2021
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[Presentation] Targeted Exon Sequencing of 36 Lipid-Related Genes in Patients with Clinically Diagnosed Familial Hypercholesterolemia2021
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[Presentation] The Dietary 7-Ketocholesterol Induces Steatohepatitis and Cardiac Inflammation in STZ-Induced Diabetic Mice2021
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[Presentation] Diet-induced Hepatic Steatosis and Fibrosis were Improved by a Selective PPARa Modulator, Pemafibrate, in STZ-induced Diabetic Mice2021
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[Presentation] A Case with Sitosterolemia Accompanied with Macrothrombocytopenia and Bilateral Elbow Tuberous Xanthomas2021
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[Presentation] High Fat Diet Containing 7-Ketocholesterol Induces Steatohepatitis and Cardiac Inflammation in STZ-Induced Diabetic Mice2021
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Koseki M, Chang J, Kanno K, Saga A, Inui H, Okada T, Saito S, Higo T, Ide S, Tanaka K, Zhu Y, Ohama T, Nishida M, Yamashita S, Sakata Y
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[Presentation] A dietary oxysterol, 7-ketocholesterol, exacerbates imiquimod-induced psoriasis-like dermatitis in steatohepatitis mice2020
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Saga A, Koseki M, Kanno K, Chang J, Asaji M, Okada T, Inui H, Zhu Y, Ohama T, Nishida M, Yamashita S, Sakata Y.
Organizer
日本研究皮膚科学会 第45回年次学術大会・総会
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[Presentation] Pemafibrate Suppresses Liver Inflammation Caused by Atherogenic Diet and Improves Cardiac Function.2020
Author(s)
Kanno K, Koseki M, Saga A, Chang J, Okada T, Inui H, Asaji M, Zhu Y, Ohama T, Nishida M, Yamashita S, Sakata Y.
Organizer
American Heart Association Scientific Sessions 2020
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Int'l Joint Research
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[Presentation] Targeted Exon Sequencing of Lipid-Related Genes in Patients with Clinically Diagnosed Familial Hypercholesterolemia2020
Author(s)
Okada T, Koseki M, Nishida M, Tanaka K, Inui H, Kanno K, Saga A, Ohama T, Kujiraoka T, Hattori H, Yamashita S, Sakata Y.
Organizer
American Heart Association Scientific Sessions 2020
Related Report
Int'l Joint Research
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[Presentation] Immunometabolic Disorder in Cardiovascular System and Liver Mediated by Long-term Exposure to Dietderived Oxidized Cholesterol, 7-Ketocholesterol2020
Author(s)
Koseki M, Kanno K, Saga A, Chang J, Inui H, Okada T, Ohama T, Nishida M, Kamada Y, Miyoshi E, Yamashita S, Sakata Y.
Organizer
88th European Atherosclerosis Congress (EAS)
Related Report
Int'l Joint Research
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[Presentation] A Selective PPARα Modulator, Pemafibrate Reduced Hepatic Fibrosis and Cardiac Inflammation in Cholesterol-Dominant, Atherogenic-Diet Induced Steatohepatitis Model in STZ Induced Diabetic Mice.2020
Author(s)
Chang J, Koseki M, Saga A, Kanno K, Okada T, Saito S, Kamada Y, Inui H, Asaji M, Zhu Y, Ohama T, Nishida M, Yamashita S, Sakata Y.
Organizer
第4回日本循環器学会基礎研究フォーラム(BCVR)
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[Presentation] Pemafibrate Improves Steatohepatitis and Cardiac Function in Atherogenic-diet Mice Model2020
Author(s)
Kanno K, Koseki M, Saga A, Chang J, Okada T, Tanaka K, Inui H, Asaji M, Zhu Y, Ohama T, Nishida M, Yamashita S, Sakata Y.
Organizer
第4回日本循環器学会基礎研究フォーラム(BCVR)
Related Report
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[Presentation] The Role of Th1 and Th17 During Myocardial Infarction and Inhibitory Effect of Probucol on Th1 in SR-BI KO/ApoeR61h/h Mice2020
Author(s)
Inui H, Nishida M, Asaji M, Saga A, Kanno K, Okada T, Koseki M, Chang J, Zhu Y, Ohama T, Yamashita S, Sakata Y.
Organizer
第84回日本循環器学会学術集会
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[Presentation] The Current Status of Achievement of Low-density Lipoprotein Cholesterol Management Targets in Familial Hypercholesterolemia Patients in Osaka University Hospital2020
Author(s)
Okada T, Koseki M, Inui H, Kanno K, Chang J, Zhu Y, Saga A, Asaji M, Ohama T, Nishida M, Yamashita S, Sakata Y.
Organizer
第84回日本循環器学会学術集会
Related Report
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[Presentation] The Dietary 7-ketocholesterol Accelerated Steatohepatitis in STZ Induced Diabetic Mice2020
Author(s)
Chang J, Koseki M, Saga A, Kanno K, Okada T, Saito S, Kamada Y, Inui H, Asaji M, Zhu Y, Ohama T, Nishida M, Yamashita S, Sakata Y.
Organizer
第52回日本動脈硬化学会総会・学術集会
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