研究者業績

土井 洋輝

ドイ ヒロキ  (Hiroki Doi)

基本情報

所属
藤田医科大学 医療科学部 細胞機能解析学分野 助教
学位
博士(医療科学)(2023年3月藤田医科大学)

ORCID ID
 https://orcid.org/0000-0002-3595-6235
J-GLOBAL ID
202201017243025185
researchmap会員ID
R000041120

論文

 19
  • Rie Nakagawa, Hideaki Matsuura, Hayato Kojima, Yuko Abe, Ayuna Yamada, Hiroki Doi, Yasuo Miura
    Laboratory medicine 2024年9月22日  査読有り
    BACKGROUND: Donor-specific antibodies (DSAs) targeting human leukocyte antigens (HLAs) substantially reduce the longevity of transplanted organs. Desensitization of DSA-positive renal transplant recipients is achieved through intravenous administration of immunoglobulin (IVIg). However, the presence and detectability of anti-HLA antibodies in IVIg preparations following administration are not fully understood. We aimed to assess whether immunoglobulin preparations contain anti-HLA antibodies that can be detected as passive antibodies when administered into the body. METHODS: We evaluated 3 immunoglobulin preparations from different pharmaceutical companies, using anti-HLA class I and II antibody specificity tests and immunocomplex capture fluorescence analysis (ICFA). RESULTS: Direct testing for anti-HLA antibodies resulted in high background errors, particularly for Venoglobulin. Diluting Venoglobulin to physiological concentrations revealed the presence of anti-HLA class I antibodies; however, no common alleles were found between the specificity identification test and ICFA.For Glovenin and Venilon, anti-HLA class I and II antibodies were detected; however, variability was observed across different test reagent lots. Moreover, dilution of the globulin formulation revealed a prozone phenomenon. CONCLUSION: The administration of IVIg complicates the accurate detection of anti-HLA antibodies, underscoring the need for careful interpretation of test results post-IVIg administration.
  • 土井洋輝
    Medical Technology 52(9) 907-913 2024年9月1日  
  • Yuya Ishihara, Hiroki Doi, Seiko Sato, Hiroyasu Ito
    Laboratory medicine 2024年8月30日  査読有り責任著者
    BACKGROUND: Activated partial thromboplastin time (APTT) is susceptible to reagent composition. This study aimed to investigate a large number of specimens and determine the cause of discrepancies. METHOD: This study included 18,994 subjects who underwent coagulation tests at our hospital from May 2020 to December 2020. Measuring reagents included HemosIL SynthASil APTT (APTT-SS, Instrumentation Laboratory) and Coagpia APTT-N (APTT-N, Sekisui Medical). RESULTS: A total of 451 patients demonstrated APTT-N of >39 seconds and an APTT-N/SS ratio of >1.3. A C-reactive protein (CRP) level of ≥1.4 mg/L demonstrated a significant positive correlation, with a higher APTT-N/SS indicating higher CRP levels. All 28 subjects receiving no anticoagulants and who had remaining specimens underwent a cross-mixing test (CMT). Of them, 17 were suspected for lupus anticoagulant (LA) by both the waveform shape and the index of circulating anticoagulant (ICA) value, 6 by the ICA value, and 5 were difficult to determine. CONCLUSION: This study revealed that the APTT-N prolongation correlated with CRP degree and the transient involvement of LA in CMT results due to CRP. This study indicated various reactivities depending on the assay reagents used. Further testing is warranted if LA is suspected, considering the patient's background.
  • 土井洋輝, 石田秀和, 永沢大樹, 坪井良樹, 菊地良介, 市野直浩, 秋山秀彦, 齋藤邦明
    医学検査 73(2) 323-331 2024年4月  査読有り筆頭著者責任著者
    近年,大規模言語モデル(large language models;LLM)が世界的に様々な分野で注目を集めている。LLMとは,非常に巨大なデータセットとディープラーニング技術を用いて構築された言語モデルである。LLMは,人間に近い流暢な会話が可能であら,自然言語を用いたさまざまな処理を高精度で行えることから,世界中で注目を集めている。本研究では,LLMであるOpenAI社が開発したChatGPTの異なる2つのモデル(GPT-3.5,GPT-4)にて,過去3年間の臨床検査技師国家試験におけるChatGPTの正答率について評価を行った。GPT-3.5による正答率の平均は51.4%であった。一方,GPT-4では79.8%の正答率結果が得られた。本結果より,ChatGPTはこの先医療現場における有効なアドバイザーとして進化する可能性をもつことが示唆された。しかし,今回不正解となった20%の中には,患者を診断する際に誤診につながりかねない回答が含まれており,今後のChatGPTの精度向上は必須と考えられる。今回の検証は,LLMにおけるChatGPTの臨床検査領域での多様な応用の進展に寄与すると考えられ,この先の発展に期待したい。(著者抄録)
  • Hiroki Doi, Yuri Seki, Katsuma Sakaizawa, Kaisei Ryu, Michiko Osawa, Seiko Sato, Hideaki Matsuura, Masato Hoshi, Hidehiko Akiyama, Hiroyasu Ito
    South East European Journal of Immunology 7(1) 33-38 2024年1月30日  査読有り筆頭著者責任著者
  • Hiroki Doi, Hideaki Matsuura, Hidehiko Akiyama, Hiroyasu Ito
    South East European Journal of Immunology 7(1) 1-6 2023年12月16日  査読有り筆頭著者責任著者
  • Ishida Hidekazu, Hiroki Nagasawa, Yasuko Yamamoto, Hiroki Doi, Midori Saito, Yuya Ishihara, Takashi Fujita, Mariko Ishida, Yohei Kato, Ryosuke Kikuchi, Hidetoshi Matsunami, Masao Takemura, Hiroyasu Ito, Kuniaki Saito
    Annals of clinical biochemistry 60(6) 396-405 2023年11月  査読有り
    OBJECTIVES: We evaluated the applicability of a machine learning-based low-density lipoprotein-cholesterol (LDL-C) estimation method and the influence of the characteristics of the training datasets. METHODS: Three training datasets were chosen from training datasets: health check-up participants at the Resource Center for Health Science (N = 2664), clinical patients at Gifu University Hospital (N = 7409), and clinical patients at Fujita Health University Hospital (N = 14,842). Nine different machine learning models were constructed through hyperparameter tuning and 10-fold cross-validation. Another test dataset of another 3711 clinical patients at Fujita Health University Hospital was selected as the test set used for comparing and validating the model against the Friedewald formula and the Martin method. RESULTS: The coefficients of determination of the models trained on the health check-up dataset produced coefficients of determination that were equal to or inferior to those of the Martin method. In contrast, the coefficients of determination of several models trained on clinical patients exceeded those of the Martin method. The means of the differences and the convergences to the direct method were higher for the models trained on the clinical patients' dataset than for those trained on the health check-up participants' dataset. The models trained on the latter dataset tended to overestimate the 2019 ESC/EAS Guideline for LDL-cholesterol classification. CONCLUSION: Although machine learning models provide valuable method for LDL-C estimates, they should be trained on datasets with matched characteristics. The versatility of machine learning methods is another important consideration.
  • Hiroki Doi, Michiko Osawa, Ayane Ozaki, Seiko Sato, Takashi Fujita, Hidehiko Akiyama, Hiroyasu Ito
    Open Access Macedonian Journal of Medical Sciences 2023年8月17日  査読有り筆頭著者責任著者
  • Hiroki Doi, Midori Saito, Ayane Ozaki, Yuya Ishihara, Takashi Fujita, Hidehiko Akiyama, Hiroyasu Ito
    Open Access Macedonian Journal of Medical Sciences 2023年7月13日  査読有り筆頭著者責任著者
  • Atsushi Ogasawara, Hiroki Doi, Taei Matsui, Etsuko Tokunaga, Masao Amakawa, Hidehiko Akiyama
    Fujita medical journal 9(2) 147-153 2023年5月  査読有り
    OBJECTIVES: Agaritine (AGT) is a hydrazine-containing compound derived from the mushroom Agaricus blazei Murill. We previously reported the antitumor effect of AGT on hematological tumor cell lines and suggested that AGT induces apoptosis in U937 cells via caspase activation. However, the antitumor mechanism of AGT has not been fully understood. METHODS: Four hematological tumor cell lines (K562, HL60, THP-1, H929) were used in this study. The cells were incubated in the presence of 50 μM AGT for 24 h and analyzed for cell viability, annexin V positivity, caspase-3/7 activity, mitochondrial membrane depolarization, cell cycle, DNA fragmentation, and the expression of mitochondrial membrane-associated proteins (Bax and cytochrome c). RESULTS: In HL60, K562, and H929 cells, AGT reduced cell viability and increased annexin V- and dead cell-positive rates; however, it did not affect THP-1 cells. In K562 and HL60 cells, caspase-3/7 activity, mitochondrial membrane depolarization, and expression of mitochondrial membrane proteins, Bax and cytochrome c, were all increased by AGT. Cell cycle analysis showed that only K562 exhibited an increase in the proportion of cells in G2/M phase after the addition of AGT. DNA fragmentation was also observed after the addition of AGT. CONCLUSIONS: These results indicate that AGT induces apoptosis in K562 and HL60 cells, like U937 reported previously, but showed no effect on THP-1 cells. It was suggested that AGT-induced apoptosis involves the expression of Bax and cytochrome c via mitochondrial membrane depolarization.
  • 石田秀和, 稲垣薫乃, 長谷川瞳, 土井洋輝, 和久田光毅, 東本祐紀, 水谷謙明, 藤田 孝, 竹村正男, 齋藤邦明, 伊藤弘康
    日本医療検査科学会誌 48(1) 75-80 2023年1月  
    厚生労働省より承認された重症急性呼吸器症候群コロナウイルス-2(SARS-CoV-2)抗原検査キットのうち6種の性能比較を行った。その結果,1キットのみが突出した検出感度を有していることが観察されRT-PCRのCt値28.0までの検体が検出可能であった。それ以外はほぼ同等の結果であり,Ct値25.0の検体の検出が16.7~100%で可能であった。SARS-CoV-2抗原検査キットは検出感度に若干の差異があるため,導入にあたっては検査キットの性能特性や操作性を踏まえて選定する必要がある。(著者抄録)
  • Atsushi Ogasawara, Hiroki Doi, Taei Matsui, Etsuko Tokunaga, Masao Amakawa, Hidehiko Akiyama
    Fujita Medical Journal advpub(2) 147-153 2022年10月  査読有り
    OBJECTIVES: Agaritine (AGT) is a hydrazine-containing compound derived from the mushroom Agaricus blazei Murill. We previously reported the antitumor effect of AGT on hematological tumor cell lines and suggested that AGT induces apoptosis in U937 cells via caspase activation. However, the antitumor mechanism of AGT has not been fully understood. METHODS: Four hematological tumor cell lines (K562, HL60, THP-1, H929) were used in this study. The cells were incubated in the presence of 50 μM AGT for 24 h and analyzed for cell viability, annexin V positivity, caspase-3/7 activity, mitochondrial membrane depolarization, cell cycle, DNA fragmentation, and the expression of mitochondrial membrane-associated proteins (Bax and cytochrome c). RESULTS: In HL60, K562, and H929 cells, AGT reduced cell viability and increased annexin V- and dead cell-positive rates; however, it did not affect THP-1 cells. In K562 and HL60 cells, caspase-3/7 activity, mitochondrial membrane depolarization, and expression of mitochondrial membrane proteins, Bax and cytochrome c, were all increased by AGT. Cell cycle analysis showed that only K562 exhibited an increase in the proportion of cells in G2/M phase after the addition of AGT. DNA fragmentation was also observed after the addition of AGT. CONCLUSIONS: These results indicate that AGT induces apoptosis in K562 and HL60 cells, like U937 reported previously, but showed no effect on THP-1 cells. It was suggested that AGT-induced apoptosis involves the expression of Bax and cytochrome c via mitochondrial membrane depolarization.
  • 石田 秀和, 東本 祐紀, 水谷 謙明, 長谷川 瞳, 土井 洋輝, 井平 勝, 藤垣 英嗣, 星 雅人, 松浦 秀哲, 仲本 賢太郎, 國澤 和生, 安藤 嘉崇, 平山 将也, 藤田 孝, 秋山 秀彦, 竹村 正男, 畑 忠善, 伊藤 弘康, 齋藤 邦明
    臨床検査 66(7) 882-888 2022年7月  
    <文献概要>藤田医科大学は新型コロナウイルス(SARS-CoV-2)感染拡大の社会情勢を鑑み,大量処理が可能なPCR検査システムの構築を行った.運用は医療科学部の教員および附属病院臨床検査部の臨床検査技師によって行い,現在では1日約1,500検体のPCR検査が可能な大規模システムを構築した.本システムはSARS-CoV-2感染の終息後には研究用途へ返還するが,再度のパンデミックの発生時には即座に再構築が可能となるPCR検査システムとなっている.
  • Hiroki Doi, Taei Matsui, Johannes Martinus Dijkstra, Atsushi Ogasawara, Yuki Higashimoto, Seiji Imamura, Tamae Ohye, Hiromu Takematsu, Itsuro Katsuda, Hidehiko Akiyama
    F1000Research 2022年4月29日  
    <ns3:p><ns3:bold>Background</ns3:bold>: Andrographolide (Andro) is a diterpenoid component of the plant <ns3:italic>Andrographis paniculata</ns3:italic> that is known for its anti-tumor activity against a variety of cancer cells.  </ns3:p><ns3:p> <ns3:bold>Methods</ns3:bold>: We studied the effects of Andro on the viability of the human leukemia monocytic cell line THP-1 and the human multiple myeloma cell line H929. Andro was compared with cytosine arabinoside (Ara-C) and vincristine (VCR), which are well-established therapeutics against hematopoietic tumors. The importance of reactive oxygen species (ROS) production for the toxicity of each agent was investigated by using an inhibitor of ROS production, N-acetyl-L-cysteine (NAC).   </ns3:p><ns3:p> <ns3:bold>Results</ns3:bold>:  Andro reduced the viability of THP-1 and H929 in a concentration-dependent manner. H929 viability was highly susceptible to Andro, although only slightly susceptible to Ara-C. The agents Andro, Ara-C, and VCR each induced apoptosis, as shown by cellular shrinkage, DNA fragmentation, and increases in annexin V-binding, caspase-3/7 activity, ROS production, and mitochondrial membrane depolarization. Whereas Ara-C and VCR increased the percentages of cells in the G0/G1 and G2/M phases, respectively, Andro showed little or no detectable effect on cell cycle progression. The apoptotic activities of Andro were largely suppressed by NAC, an inhibitor of ROS production, whereas NAC hardly affected the apoptotic activities of Ara-C and VCR. </ns3:p><ns3:p> <ns3:bold>Conclusions</ns3:bold>: Andro induces ROS-dependent apoptosis in monocytic leukemia THP-1 and multiple myeloma H929 cells, underlining its potential as a therapeutic agent for treating hematopoietic tumors. The high toxicity for H929 cells, by a mechanism that is different from that of Ara-C and VCR, is encouraging for further studies on the use of Andro against multiple myeloma.</ns3:p>
  • Hiroki Doi, Taei Matsui, Johannes M Dijkstra, Atsushi Ogasawara, Yuki Higashimoto, Seiji Imamura, Tamae Ohye, Hiromu Takematsu, Itsuro Katsuda, Hidehiko Akiyama
    F1000Research 10 542-542 2021年  査読有り筆頭著者
    Background: Andrographolide (Andro) is a diterpenoid component of the plant Andrographis paniculata that is known for its anti-tumor activity against a variety of cancer cells.   Methods: We studied the effects of Andro on the viability of the human leukemia monocytic cell line THP-1 and the human multiple myeloma cell line H929. Andro was compared with cytosine arabinoside (Ara-C) and vincristine (VCR), which are well-established therapeutics against hematopoietic tumors. The importance of reactive oxygen species (ROS) production for the toxicity of each agent was investigated by using an inhibitor of ROS production, N-acetyl-L-cysteine (NAC).    Results:  Andro reduced the viability of THP-1 and H929 in a concentration-dependent manner. H929 viability was highly susceptible to Andro, although only slightly susceptible to Ara-C. The agents Andro, Ara-C, and VCR each induced apoptosis, as shown by cellular shrinkage, DNA fragmentation, and increases in annexin V-binding, caspase-3/7 activity, ROS production, and mitochondrial membrane depolarization. Whereas Ara-C and VCR increased the percentages of cells in the G0/G1 and G2/M phases, respectively, Andro showed little or no detectable effect on cell cycle progression. The apoptotic activities of Andro were largely suppressed by NAC, an inhibitor of ROS production, whereas NAC hardly affected the apoptotic activities of Ara-C and VCR.  Conclusions: Andro induces ROS-dependent apoptosis in monocytic leukemia THP-1 and multiple myeloma H929 cells, underlining its potential as a therapeutic agent for treating hematopoietic tumors. The high toxicity for H929 cells, by a mechanism that is different from that of Ara-C and VCR, is encouraging for further studies on the use of Andro against multiple myeloma.
  • 石原 裕也, 小出 理沙, 土井 洋輝, 齊藤 翠, 藤田 孝, 石川 隆志, 石井 潤一
    医学と薬学 77(1) 109-117 2019年12月  
    Atellica IM 1300を用いた心筋バイオマーカー測定の基本性能評価を行った。患者検体血清を用いて、Low、Middle、Highの3濃度のpool血清を作製し、20回同時測定を行ったところ、トロポニンIはCV 1.7〜5.5、ミオグロビンはCV 1.2〜2.1、CK-MBはCV 1.3〜6.9であり、すべての項目において同時再現性は良好であった。日差再現性もトロポニンIはCV 2.6〜6.0、ミオグロビンはCV 2.8〜4.3、CK-MBはCV 2.2〜4.5であった。また、トロポニンI:〜25000.00pg/mL、ミオグロビン:〜1000.00ng/mL、CK-MB:〜300.00ng/mLまで希釈直線性が認められた。現行機器との相関については、ケミルミADVIA Centaur XPTとの良好な相関関係が認められた。さらに、トロポニンIに関して定量限界を確認したところ、2.206pg/mLという値が得られ、心筋梗塞の診断に用いることができる高感度測定試薬であると考えられた。検出限界は0.81ng/mLを示していた。
  • Hiroki Doi, Taei Matsui, Tamae Ohye, Seiji Imamura, Yuki Higashimoto, Jun Yukitake, Kuniaki Saito, Itsuro Katsuda, Hidehiko Akiyama
    Fujita Medical Journal 4(3) 55-60 2018年8月  査読有り筆頭著者
  • Prajwalita Das, Etsuko Tokunaga, Hidehiko Akiyama, Hiroki Doi, Norimichi Saito, Norio Shibata
    Beilstein journal of organic chemistry 14 364-372 2018年  査読有り
    Conscious of the potential bioactivity of fluorine, an investigation was conducted using various fluorine-containing diaryliodonium salts in order to study and compare their biological activity against human lymphoma U937 cells. Most of the compounds tested are well-known reagents for fluoro-functionalized arylation reactions in synthetic organic chemistry, but their biological properties are not fully understood. Herein, after initially investigating 18 fluoro-functionalized reagents, we discovered that the ortho-fluoro-functionalized diaryliodonium salt reagents showed remarkable cytotoxicity in vitro. These results led us to synthesize more compounds, previously unknown sterically demanding diaryliodonium salts having a pentafluorosulfanyl (SF5) functional group at the ortho-position, that is, unsymmetrical ortho-SF5 phenylaryl-λ3-iodonium salts. Newly synthesized mesityl(2-(pentafluoro-λ6-sulfanyl)phenyl)iodonium exhibited the greatest potency in vitro against U937 cells. Evaluation of the cytotoxicity of selected phenylaryl-λ3-iodonium salts against AGLCL (a normal human B cell line) was also examined.
  • Hiroki Doi, Taei Matsui, Tamae Ohye, Kuniaki Saito, Itsuro Katsuda, Hidehiko Akiyama
    Fujita Medical Journal 3(3) 48-54 2017年8月  査読有り筆頭著者

MISC

 15

講演・口頭発表等

 31

Works(作品等)

 1

その他

 2
  • スーパーオキシドの発生などについてミトコンドリア呼吸鎖複合能を標的とした解析系の技術*本研究ニーズに関する産学共同研究の問い合わせは藤田医科大学産学連携推進センター(fuji-san@fujita-hu.ac.jp)まで
  • 特になし