研究者業績

伊野田 悟

Satoru Inoda

基本情報

所属
自治医科大学 附属病院糖尿病センター 学内准教授

研究者番号
60741098
J-GLOBAL ID
201401058942282571
researchmap会員ID
B000238769

論文

 52
  • Satoru Inoda, Hidenori Takahashi, Ryota Takahashi, Yuto Hashimoto, Hana Yoshida, Hironori Takahashi, Yujiro Fujino, Kenichi Aizawa, Hidetoshi Kawashima, Yasuo Yanagi
    Translational vision science & technology 14(2) 21-21 2025年2月3日  
    PURPOSE: To investigate the association between aqueous humor (AH) suppressant eye drops and the concentration of aflibercept at 1 month after intravitreal injection. METHODS: This retrospective study included 17 eyes of 17 patients with neovascular age-related macular degeneration (nAMD) who used eye drops for their glaucoma and received their first intravitreal aflibercept (IVA) at two centers between July 2013 and November 2020. As controls, we enrolled 40 age-, sex-, and axial length-matched eyes of 40 patients with nAMD who were not using any medication that would affect AH circulation. AH was collected 1 month after the first IVA. Aflibercept levels were measured by enzyme-linked immunosorbent assay and were compared between controls and cases using the Kruskal-Wallis test and Dunn's test. The drugs were categorized into two groups based on their mechanism of action on the AH: outflow drugs (e.g., prostaglandin analog) and inflow drugs (e.g., carbonic anhydrase inhibitor, beta-blockers, and alpha-2 agonists). RESULTS: Mean (interquartile range) aflibercept levels in the AH in controls and in cases who used outflow and inflow drugs were 6.83 µg/mL (1.94-10.34), 9.93 µg/mL (2.58-17.44), and 15.95 µg/mL (7.20-22.57), respectively. A Kruskal-Wallis test showed a significant difference among the control, inflow, and outflow drugs (P = 0.0075). Dunn's test showed that aflibercept levels in the aqueous humor were significantly higher in cases using inflow drugs compared to both controls and cases using outflow drugs (P = 0.0085 and P = 0.044, respectively). CONCLUSIONS: Aflibercept levels in the AH 1 month after the first IVA were higher in cases using eye drops that reduce AH secretion than in controls. TRANSLATIONAL RELEVANCE: Our results, together with previous studies in animals, suggest that combined use of these eye drops might extend the half-life of intravitreally injected drugs.
  • Yusuke Arai, Hidenori Takahashi, Satoru Inoda, Shinichi Sakamoto, Hidetoshi Kawashima, Yasuo Yanagi
    Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 2025年1月18日  
    PURPOSE: To investigate whether sub-Tenon injection of triamcinolone acetonide (STTA) combined with anti-vascular endothelial growth factor (VEGF) prolongs the recurrence intervals of macular edema (ME) for chronic retinal vein occlusion (RVO) and to investigate the differences in intraocular inflammatory cytokines between good responders (GRs) and non-responders (NRs). METHODS: This retrospective, observational study involved 42 eyes of 42 patients with ME due to chronic RVO who had received only anti-VEGF for ≥ 1 year and were transitioned to combination therapy. GRs were defined as patients whose recurrence intervals were prolonged by ≥ 2 weeks compared with patients receiving anti-VEGF alone. Moreover, immediately before starting the combined therapy, aqueous humor was collected and the following inflammatory cytokines were compared between GRs and NRs: CCL11, MCP-3, IP-10, CCL13, G-CSF, GM-CSF, IL-1α, IL-15, IL-4, M-CSF, MMP-9, TNF-α, MCP-1, CXCL-1, CXCL12, IL-8, galectin-1, IFN-γ, IL-12, IL-2, IL-6, MMP-1, PDGF-AA, and VEGF-A. These results were analyzed by nominal logistic regression after stepwise variable selection. RESULTS: There were 26 eyes (62%) in the GR group. Nominal logistic analyses showed that a higher concentration of IL-1α (P = 0.016) and lower concentrations of IL-5 (P = 0.015), IL-6 (P = 0.022), and galectin-1 (P = 0.015) were significantly associated with the extension of the time from injection to recurrence of ME. CONCLUSION: Combined anti-VEGF and STTA therapy for chronic RVO was effective in 62% of patients, suggesting the effectiveness of STTA. Higher IL-1α and lower IL-5, IL-6, and galectin-1 were the factors associated with combined treatment effectiveness.
  • Kosuke Nagaoka, Natsuka Kimura, Satoru Inoda, Takuya Takayama, Yusuke Arai, Yasuo Yanagi, Takashi Shimada, Ryozo Nagai, Hidenori Takahashi, Kenichi Aizawa
    International Journal of Molecular Sciences 2025年1月10日  
  • 松本 大蔵, 宇都 翼, 伊野田 悟, 近藤 佑亮, 劉 弘毅, 東 洋介, 高橋 宏典, 高山 卓也, 反保 宏信, 橋本 悠人, 長岡 広祐, 高橋 秀徳, 川島 秀俊, 柳 靖雄
    眼科臨床紀要 17(12) 904-904 2024年12月  
  • Makoto Koyama, Hidenori Takahashi, Satoru Inoda, Chihiro Mayama, Yuta Ueno, Yoshikazu Ito, Tetsuro Oshika, Masaki Tanito
    2024年8月19日  
  • Hana Yoshida, Satoru Inoda, Hidenori Takahashi, Ryota Takahashi, Yuto Hashimoto, Hironori Takahashi, Hidetoshi Kawashima, Yasuo Yanagi
    Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 2024年7月12日  
    PURPOSE: To investigate the real-world 2-year treatment outcomes of intravitreal brolucizumab (IVBr) for neovascular age-related macular degeneration (nAMD). METHODS: This multicenter, prospective, and interventional study included 53 eyes treated with brolucizumab from October 2020 to August 2021 at 3 institutions. A modified treat-and-extend (TAE) regimen with predefined discontinuation criteria was used. The mTAE regimen was discontinued if patients responded positively and achieved a treatment interval of 16 weeks twice with no sign of recurrence. The number of patients discontinuing TAE and the visual and anatomic changes at 1 and 2 years after the first IVBr were evaluated. RESULTS: Thirty-eight eyes from 38 patients (71%) completed the 2-year observation period and 7 eyes from 7 patients experienced intraocular inflammation (IOI). Of these 38 patients, 18 (47%) could discontinue the TAE at a median [interquartile range] of 13.1 [12.9-16.8] months after the first IVBr. Best-corrected visual acuity, central subfield retinal thickness, and central choroidal thickness were significantly improved compared with baseline at both 1 and 2 years after the first IVBr (all P < 0.001). An extension study revealed a 1-year recurrence rate of 5.6% (standard deviation, 5.4%) after TAE discontinuation. CONCLUSIONS: While IOI is a concern with brolucizumab, careful observation allows discontinuing the TAE regimen in patients treated with IVBr. Moreover, brolucizumab may reduce the risk of recurrence after treatment interruption. TRIAL REGISTRATION NUMBER: UMIN Clinical Trials Registry ( http://www.umin.ac.jp/ ; R000050688 UMIN 000044374).
  • Takuya Takayama, Satoru Inoda, Akira Watanabe, Hidetoshi Kawashima
    American Journal of Ophthalmology Case Reports 2024年6月  
  • Hironori Takahashi, Satoru Inoda, Hidenori Takahashi, Ryota Takahashi, Yuto Hashimoto, Hana Yoshida, Hidetoshi Kawashima, Yasuo Yanagi
    Scientific reports 14(1) 9087-9087 2024年4月20日  
    This single-center retrospective cohort study analyzed the 1-year real-world treatment outcomes of 63 consecutive eyes (of 60 patients) with neovascular age-related macular degeneration (nAMD) that were switched from intravitreal brolucizumab (IVBr) to intravitreal faricimab (IVF) and managed on a treat-and-extend regimen with discontinuation criteria. After the switch, patients opted to continue IVF, to switch back to IVBr, or receive photodynamic therapy (PDT). Thirty-eight patients continued IVF, 16 patients were switched back to IVBr, 2 patients received PDT, and 4 patients paused treatment. Best-corrected visual acuity (BCVA), central subfield thickness (CST), subfoveal choroidal thickness (sf-CT), and injection intervals were compared immediately before and 1 year after the initial IVF. Whereas there was no change in BCVA and CST; 0 [- 0.0969 to 0.125, P = 0.58], - 1.5 [- 27.8 to 13.5, P = 0.11] µm, respectively, sf-CT decreased significantly; - 19.5 [- 45.5 to 7.75, P = 0.015] µm. The patients switched back showed no significant change in sf-CT. The injection interval extended significantly in the IVF continuation and the switch-back group (2.0 and 3.0 weeks, respectively; [P = 0.0007 and 0.0078]) in eyes with a pre-switching interval of less than 12 weeks. Faricimab shows promise as a safe and effective alternative to brolucizumab for treating nAMD.
  • Takuya Takayama, Satoru Inoda, Hidenori Takahashi, Rika Tsukii, Hana Yoshida, Yuka Kasuya, Kosuke Nagaoka, Ryota Takahashi, Yusuke Arai, Hidetoshi Kawashima
    Journal of Medical Case Reports 18(1) 80-80 2024年2月29日  
    BACKGROUND: This study reports the first cases of scleritis following intravitreal brolucizumab (IVBr) injection for nAMD, emphasizing the need to be aware of the possibility of scleritis following IVBr injections. CASE PRESENTATION: Case 1. A 74-year-old Japanese man with nAMD complained of conjunctivitis and decreased vision in the right eye 8 days after his eighth IVBr injection. Examination revealed scleritis without anterior inflammation. Topical 0.1% betamethasone and 0.3% gatifloxacin eye drops were started. The scleritis worsened in the following 2 weeks and became painful. He underwent sub-Tenon's capsule triamcinolone acetonide (STTA) injection. Two days later, he returned with a complaint of severe vision loss. Fundus examination revealed retinal artery occlusion, vasculitis, and vitreous opacity in the right eye. Vitreous surgery was performed. CASE 2: An 85-year-old Japanese woman with nAMD in the right eye complained of reddening of the eye 27 days after her fifth IVBr injection. Examination showed conjunctivitis and scleritis without anterior inflammation in the right eye. She was started on 0.1% fluorometholone and 0.5% levofloxacin hydrate eye drops. The scleritis worsened in the following 3 weeks. Her treatment was switched to 0.1% betamethasone eye drops. One month later, the scleritis had improved and a sixth IVBr injection was administered. There was no worsening of the scleritis at that time. However, 1 month after a seventh IVBr injection, she complained of severe hyperemia and decreased vision. Fundus examination revealed vitreous opacification. She underwent STTA, and the vitreous opacity improved in 24 days. Case 3. A 57-year-old Japanese man with nAMD complained of pain and decreased vision in the right eye 21 days after a fourth IVBr injection. Examination revealed scleritis with high intraocular pressure but no anterior chamber or fundus inflammation. STTA and topical eye drops were performed. One month later, scleritis improved but visual acuity didn't due to progression of nAMD. CONCLUSIONS: Intraocular inflammation following IVBr injection may progress to the posterior segment. Scleritis can occur after IVBr injection, and topical eye drops alone may not be sufficient for initial treatment. Clinicians should consider the possibility of scleritis in patients with worsening inflammation after IVBr injection.
  • Satoru Inoda, Hidenori Takahashi, Ryota Takahashi, Yuto Hashimoto, Hana Yoshida, Rika Tsukii, Hironori Takahashi, Hidetoshi Kawashima, Yasuo Yanagi
    Scientific reports 14(1) 2451-2451 2024年1月30日  
    A new anti-vascular endothelial growth factor agent, brolucizumab, was approved by the United States Food and Drug Administration in 2019. We evaluated whether brolucizumab reduces the treatment burden of neovascular age-related macular degeneration (nAMD) after switching by examining 1-year treatment outcomes in a real-world setting. This retrospective single-institution study included 107 consecutive eyes with nAMD treated with brolucizumab. Among these eyes, 30 with treatment-naïve nAMD and 77 treated with other anti-VEGF agents for more than a year were included. All eyes were managed using a treat and extend (TAE) or modified TAE regimen. The last injection intervals at 52 weeks were 12.9 and 12.1 weeks in the treatment-naïve and switch therapy groups, respectively. Among switch therapy group patients whose pre-switch injection intervals were shorter than 120 days (n = 62 eyes), the injection interval was significantly longer after the switch than before, with a mean difference of 2.7 weeks (P < 0.0001). Intraocular inflammation events occurred in 2 and 7 treatment-naïve and switch therapy patients, respectively. In conclusion, brolucizumab might reduce the treatment burden in patients who required the injection of other anti-VEGF agents with a 120-day interval or shorter, despite a relatively high discontinuation rate due to intraocular inflammation.
  • Yuto Hashimoto, Satoru Inoda, Hidenori Takahashi, Ryota Takahashi, Hana Yoshida, Yujiro Fujino, Shinichi Sakamoto, Hidetoshi Kawashima, Yasuo Yanagi
    Investigative ophthalmology & visual science 65(1) 8-8 2024年1月2日  
    PURPOSE: To identify factors associated with intraocular inflammation (IOI) in patients with neovascular age-related macular degeneration (nAMD) treated with brolucizumab. METHODS: In this prospective observational study, we collected aqueous humor samples from 96 eyes of 96 patients receiving treatment with brolucizumab; IOI subsequently developed in 19 eyes of 19 patients. To identify cytokines upregulated in eyes with subsequent development of IOI, we compared the aqueous humor cytokine levels between the IOI and non-IOI groups. We also collected plasma from 20 patients who developed IOI and 20 age- and sex-matched controls to identify differences in plasma biomarkers and the subfraction of CD4+ cells. Using stepwise variable selection and multivariate binary regression analysis, we developed an algorithm that accurately assessed the likelihood of IOI occurrence. RESULTS: The IOI group showed elevated aqueous humor levels of P-selectin (584 vs. 324 pg/mL, P = 0.013), TNF-α (0.89 vs. 0.60 pg/mL, P = 0.018), and IL-1α (2.0 vs. 1.4 pg/mL, P = 0.035) compared with the non-IOI group. Serum MMP-9 concentrations were higher in the IOI group than the non-IOI group (18,310 vs. 13,450 pg/mL, P = 0.029). Furthermore, the percentage of Th2 cells was significantly decreased in the IOI compared with the non-IOI group (3.1% vs. 4.2%, P = 0.013). The receiver operating characteristic curves for the optimal models showed an area under the curve ranging from 0.71 to 0.89, indicating good performance. CONCLUSIONS: The combination of elevated concentrations of multiple aqueous humor cytokines and of serum MMP-9 and a lower number of plasma Th2 cells is associated with brolucizumab-related IOI in patients with nAMD.
  • Yusuke Arai, Hidenori Takahashi, Takuya Takayama, Siamak Yousefi, Hironobu Tampo, Takehiro Yamashita, Tetsuya Hasegawa, Tomohiro Ohgami, Shozo Sonoda, Yoshiaki Tanaka, Satoru Inoda, Shinichi Sakamoto, Hidetoshi Kawashima, Yasuo Yanagi
    PloS one 19(3) e0301467 2024年  
    The estimation of central choroidal thickness from colour fundus images can improve disease detection. We developed a deep learning method to estimate central choroidal thickness from colour fundus images at a single institution, using independent datasets from other institutions for validation. A total of 2,548 images from patients who underwent same-day optical coherence tomography examination and colour fundus imaging at the outpatient clinic of Jichi Medical University Hospital were retrospectively analysed. For validation, 393 images from three institutions were used. Patients with signs of subretinal haemorrhage, central serous detachment, retinal pigment epithelial detachment, and/or macular oedema were excluded. All other fundus photographs with a visible pigment epithelium were included. The main outcome measure was the standard deviation of 10-fold cross-validation. Validation was performed using the original algorithm and the algorithm after learning based on images from all institutions. The standard deviation of 10-fold cross-validation was 73 μm. The standard deviation for other institutions was reduced by re-learning. We describe the first application and validation of a deep learning approach for the estimation of central choroidal thickness from fundus images. This algorithm is expected to help graders judge choroidal thickening and thinning.
  • Daizo Matsumoto, Satoru Inoda, Takahiko Hayashi, Hidetoshi Kawashima
    Case reports in ophthalmology 15(1) 298-302 2024年  
    INTRODUCTION: We report a case of late-onset Descemet membrane detachment triggered by contrast-enhanced computed tomography more than 30 years after penetrating keratoplasty for keratoconus and describe its successful treatment with air tamponade. CASE PRESENTATION: A 53-year-old woman with a history of uneventful penetrating keratoplasty more than 30 years ago for keratoconus presented with acute vision loss caused by corneal edema 2 days after undergoing contrast-enhanced computed tomography. Anterior-segment optical coherence tomography (AS-OCT) revealed corneal stromal edema in the graft and Descemet's fold and partial Descemet membrane detachment without a tear. The patient received 0.1% betamethasone eye drops once every hour, along with sub-Tenon's triamcinolone acetonide injection. Anti-inflammatory treatment improved corneal edema; however, the detachment area widened. Air tamponade facilitated complete Descemet membrane reattachment and improved corneal thickness with complete restoration of visual acuity. CONCLUSION: An immune response may have been involved in the progression of Descemet membrane detachment in this patient. Anti-inflammatory treatment may have facilitated Descemet membrane reattachment prior to air or gas tamponade. AS-OCT is an excellent imaging modality to detect Descemet membrane detachment in eyes with presumed late penetrating graft rejection or failure.
  • Satoru Inoda, Hidenori Takahashi, Maiko Maruyama-Inoue, Shoko Ikeda, Tetsuju Sekiryu, Kanako Itagaki, Hidetaka Matsumoto, Ryo Mukai, Yoshimi Nagai, Masayuki Ohnaka, Sentaro Kusuhara, Akiko Miki, Annabelle A Okada, Makiko Nakayama, Koji M Nishiguchi, Jun Takeuchi, Ryusaburo Mori, Koji Tanaka, Shigeru Honda, Takeya Kohno, Hideki Koizumi, Yasunori Miyara, Yuji Inoue, Hiroki Takana, Tomohiro Iida, Ichiro Maruko, Atsushi Hayashi, Tomoko Ueda-Consolvo, Yasuo Yanagi
    Retina (Philadelphia, Pa.) 44(4) 714-722 2023年11月28日  
    PURPOSE: To investigate the incidence of intraocular inflammation (IOI) and its risk factors following intravitreal injections of brolucizumab for neovascular age-related macular degeneration (nAMD) in Japan. METHODS: A total of 1351 Japanese consecutive patients with nAMD who were treated with brolucizumab from May 2020 to May 2022 at 14 institutions were examined. The variables analyzed were the number of brolucizumab injections, time to onset of IOI, and risk factors. RESULTS: IOI developed in 152 eyes (11.3%). Retinal vasculitis and/or retinal occlusion (RV and/or RO) occurred in 53 eyes (3.9%). Ninety-four patients received bilaterally, bilateral IOI occurred in 5 patients (5.3%). Sixteen eyes (1.2%) had irreversible visual acuity loss and nine eyes (0.67%) had visual loss of 3 lines or more due to RV and/or RO. The cumulative IOI incidence was 4.5%, 10.3%, and 12.2% at 30, 180, and 365 days (1-year), respectively. Prior history of IOI (including RV) and/or RO (odds ratio[OR], 5.41; P = 0.0075) and female sex (OR, 1.99; P = 0.0004) were significantly associated with IOI onset. CONCLUSION: The 1-year cumulative incidence of IOI in Japanese nAMD patients treated with brolucizumab was 12.2%. Prior history of IOI (including RV) and/or RO and female sex were significant risk factors.
  • 長岡 広祐, 伊野田 悟, 久留 陽一郎, 近藤 佑亮, 反保 宏信, 坂本 晋一, 山形 仁, 川島 秀俊, 堅田 侑作, 栗原 俊英, 高橋 秀徳, 柳 靖雄
    眼科臨床紀要 16(10) 730-730 2023年10月  
  • 高山 卓也, 伊野田 悟, 高橋 良太, 高橋 秀徳, 川島 秀俊
    眼科臨床紀要 16(10) 754-754 2023年10月  
  • Yusuke Arai, Hidenori Takahashi, Satoru Inoda, Shinichi Sakamoto, Xue Tan, Hidetoshi Kawashima, Yasuo Yanagi
    Journal of Clinical Medicine 12(15) 5089-5089 2023年8月2日  
    This prospective, multicentre, interventional study evaluated the efficacy of a modified treat-and-extend (mTAE) aflibercept regimen as personalized therapy for macular oedema (MO) due to central retinal vein occlusion (CRVO). Fifty eyes were studied from 50 patients who were enrolled between November 2016 and July 2019. All patients received intravitreal aflibercept (IVA) injections on an mTAE regimen for 24 months. Primary outcome measures were best-corrected visual acuity (BCVA) and central subfield thickness (CST) at 12 months. Secondary endpoints were BCVA and CST at 24 months. Mean (standard deviation) baseline BCVA (logMAR) and CST were 0.50 (0.51) and 557 (240) µm, respectively. BCVA and CST showed significant improvements at month 12 (0.19 (0.38) and 275 (98) µm, respectively; both p &lt; 0.0001, paired t-test). BCVA and CST also showed significant improvements at 24 months (0.26 (0.50) and 255 (91) µm, respectively, p = 0.0004 and p &lt; 0.0001, paired t-test). The mean numbers of IVA injections and clinic visits over the 24-month study period were 6.2 (3.0) and 10.3 (1.0), respectively. The mTAE regimen of IVA injections for MO due to CRVO was effective in improving BCVA and decreasing CST at 24 months. The mTAE regimen might be an effective personalized therapy for CRVO.
  • Satoru Inoda, Hidenori Takahashi, Ryota Takahashi, Yuto Hashimoto, Hana Yoshida, Hironori Takahashi, Takuya Takayama, Hidetoshi Kawashima, Yasuo Yanagi
    Ophthalmology and therapy 2023年8月2日  
    INTRODUCTION: The aim of this study was to investigate the safety and efficacy of a single injection of intravitreal faricimab (IVF) in patients with neovascular age-related macular degeneration (nAMD) who had a prior treatment history. METHODS: A retrospective analysis was conducted on a consecutive cohort of 80 eyes of 75 patients with nAMD who had a prior history of treatment with an injection of anti-vascular endothelial growth factor. Best-corrected visual acuity (BCVA), central subfield thickness (CST), and central choroidal thickness (CCT) were compared before the initial IVF injection and after a treatment interval matching the previous duration. RESULTS: Central choroidal thickness decreased significantly following the IVF injection, but there was no significant change in BCVA or CST. Mean (± standard deviation) BCVA changed from 0.34 ± 0.37 to 0.36 ± 0.40 (P = 0.29), CST changed from 242 ± 72 to 242 ± 82 µm (P = 0.99), and CCT changed from 189 ± 98 to 179 ± 97 µm (P < 0.0001). When the changes were evaluated according to the previous anti-VEGF agent administered, CCT was found to be significantly decreased by 8.7 ± 2.5 µm (P < 0.0001) in eyes previously treated with brolucizumab and by 13.1 ± 3.6 µm (P < 0.0001) in eyes previously treated with aflibercept. No adverse events were observed during the study period. CONCLUSION: Intravitreal faricimab injection is a safe and effective treatment for nAMD in terms of short-term outcomes. Further long-term study is necessary.
  • Satoru Inoda, Hidenori Takahashi, Yusuke Arai, Hironobu Tampo, Yoshitsugu Matsui, Hidetoshi Kawashima, Yasuo Yanagi
    Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 2023年5月11日  
    PURPOSE: To develop an artificial intelligence (AI) model for estimating best-corrected visual acuity (BCVA) using horizontal and vertical optical coherence tomography (OCT) scans of various retinal diseases and examine factors associated with its accuracy. METHODS: OCT images and associated BCVA measurements from 2,700 OCT images (accrued from 2004 to 2018 with an Atlantis, Triton; Topcon, Tokyo, Japan) of 756 eyes of 469 patients and their BCVA were retrospectively analysed. For each eye, one horizontal and one vertical OCT scan in cross-line mode were used. The GoogLeNet architecture was implemented. The coefficient of determination (R2), root mean square error (RMSE) and mean absolute error (MAE) were computed to evaluate the performance of the trained network. RESULTS: R2, RMSE, and MAE were 0.512, 0.350, and 0.321, respectively. R2 was higher in phakic eyes than in pseudophakic eyes. Multivariable regression analysis showed that a higher R2 was significantly associated with better BCVA (p < 0.001) and a higher standard deviation of BCVA (p < 0.001). However, the performance was worse in an external validation, with R2 of 0.19. R2 values for retinal vein occlusion and age-related macular degeneration were 0.961 and 0.373 in the internal validation but 0.20 and 0.22 in the external validation. CONCLUSION: Although underspecification appears to be a fundamental problem to be addressed in AI models for predicting visual acuity, the present results suggest that AI models might have potential for estimating BCVA from OCT in AMD and RVO. Further research is needed to improve the utility of BCVA estimation for these diseases.
  • Ryo Terao, Ryo Obata, Atsushi Okubo, Shuichiro Aoki, Keiko Azuma, Tazbir Ahmed, Satoru Inoda, Yuto Hashimoto, Ryota Takahashi, Hana Yoshida, Manami Misawa, Hironori Takahashi, Hidenori Takahashi
    Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 2023年3月31日  
    PURPOSE: To identify the inflammatory cytokine profile in the aqueous humor (AH) of patients with intraocular inflammation (IOI) after intravitreal administration of brolucizumab (IVBr) for neovascular age-related macular degeneration. METHODS: Eight eyes from seven patients with IOI after initial IVBr (IVBrIOI +) were enrolled. Sixteen eyes from 16 patients without IOI after IVBr (IVBrIOI -) and aflibercept (IVA) were used as controls. AH samples were analyzed using a multiplex immunoassay. RESULTS: C-C motif chemokine ligand (CCL)2, C-X-C motif chemokine ligand (CXCL)1, CXCL10, CXCL13, interleukin (IL)-6, IL-8, IL-10, matrix metalloproteinase (MMP)-1, MMP-9, granulocyte colony-stimulating factor (G-CSF), granulocyte-macrophage colony-stimulating factor (GM-CSF), intercellular adhesion molecule (ICAM)-1, E-selectin, and P-selectin levels were significantly higher in IVBrIOI + than in IVBrIOI - and IVA. Vascular endothelial growth factor (VEGF) was significantly lower in IVBrIOI - compared to that in IVBrIOI + and IVA. In the IVBrIOI + group, there were significant correlations between CCL2, CXCL1, IL-6, IL-8, IL-10, G-CSF, GM-CSF, ICAM-1, and E-selectin, which also exhibited significant correlations in the IVBrIOI - group. CONCLUSION: The number of inflammatory cytokines increases during IOI, which is associated with type IV hypersensitivity and vascular inflammation. Some cytokines exhibit correlations even in non-inflamed eyes, indicating a subclinical response to IVBr.
  • Satoru Inoda, Hidenori Takahashi, Hitoshi Yamagata, Yoichiro Hisadome, Yusuke Kondo, Hironobu Tampo, Shinichi Sakamoto, Yusaku Katada, Toshihide Kurihara, Hidetoshi Kawashima, Yasuo Yanagi
    Scientific reports 12(1) 21826-21826 2022年12月17日  
    We herein propose a PraNet-based deep-learning model for estimating the size of non-perfusion area (NPA) in pseudo-color fundus photos from an ultra-wide-field (UWF) image. We trained the model with focal loss and weighted binary cross-entropy loss to deal with the class-imbalanced dataset, and optimized hyperparameters in order to minimize validation loss. As expected, the resultant PraNet-based deep-learning model outperformed previously published methods. For verification, we used UWF fundus images with NPA and used Bland-Altman plots to compare estimated NPA with the ground truth in FA, which demonstrated that bias between the eNPA and ground truth was smaller than 10% of the confidence limits zone and that the number of outliers was less than 10% of observed paired images. The accuracy of the model was also tested on an external dataset from another institution, which confirmed the generalization of the model. For validation, we employed a contingency table for ROC analysis to judge the sensitivity and specificity of the estimated-NPA (eNPA). The results demonstrated that the sensitivity and specificity ranged from 83.3-87.0% and 79.3-85.7%, respectively. In conclusion, we developed an AI model capable of estimating NPA size from only an UWF image without angiography using PraNet-based deep learning. This is a potentially useful tool in monitoring eyes with ischemic retinal diseases.
  • Satoru Inoda, Shinji Makino
    QJM : monthly journal of the Association of Physicians 2022年10月19日  
    Learning Point for Clinicians Bilateral diffuse uveal melanocytic proliferation (BDUMP) can occur not only in patients with cancer, but also as the first sign of subclinical malignancies. Clinicians should be aware of BDUMP when a patient presents with rapid vision loss with fundus changes.
  • Yuka Kasuya, Yuji Inoue, Satoru Inoda, Yusuke Arai, Hidenori Takahashi, Hidetoshi Kawashima, Yasuo Yanagi
    Journal of medical case reports 15(1) 593-593 2021年12月15日  
  • Takahiko Hayashi, Hidenori Takahashi, Satoru Inoda, Toshiki Shimizu, Akira Kobayashi, Hidetoshi Kawashima, Takefumi Yamaguchi, Satoru Yamagami
    Scientific Reports 11(1) 2021年12月1日  
  • Satoru Inoda, Hidenori Takahashi, Yuji Inoue, Xue Tan, Hironobu Tampo, Yusuke Arai, Yasuo Yanagi, Hidetoshi Kawashima
    Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 260(3) 747-758 2021年10月29日  
  • Yusuke Arai, Hidenori Takahashi, Satoru Inoda, Shinichi Sakamoto, Xue Tan, Yuji Inoue, Satoko Tominaga, Hidetoshi Kawashima, Yasuo Yanagi
    Journal of Clinical Medicine 10(14) 3162-3162 2021年7月17日  
  • Jo Moriya, Shinichi Sakamoto, Satoru Inoda, Hidenori Takahashi, Hidetoshi Kawashima
    Case Reports in Ophthalmology 12(1) 283-287 2021年4月30日  
  • Yusuke Arai, Hidenori Takahashi, Satoru Inoda, Shinichi Sakamoto, Xue Tan, Yuji Inoue, Satoko Tominaga, Hidetoshi Kawashima, Yasuo Yanagi
    Journal of clinical medicine 9(8) 2020年7月23日  査読有り
  • Hassan Kabiri, Marzieh Joukar, Hidenori Takahashi, Takahiko Hayashi, Hironobu Tampo, Satoru Inoda, Yusuke Arai, Hitoshi Tabuchi, Penny A. Asbell, Siamak Yousefi
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 61(7) 2020年6月  
  • Hidenori Takahashi, Tetsuya Hasegawa, Satoru Inoda, Yusuke Arai, Siamak Yousefi, Hironobu Tampo, Yoshitsugu Matsui, Yoshiaki Tanaka, Hidetoshi Kawashima, Yasuo Yanagi
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 61(7) 2020年6月  
  • Siamak Yousefi, Hidenori Takahashi, Takahiko Hayashi, Hironobu Tampo, Satoru Inoda, Yusuke Arai, Hitoshi Tabuchi, Penny Asbell
    The ocular surface 18(2) 320-325 2020年4月  査読有り
  • Takahiko Hayashi, Hitoshi Tabuchi, Hiroki Masumoto, Shoji Morita, Itaru Oyakawa, Satoru Inoda, Naoko Kato, Hidenori Takahashi
    Eye & contact lens 46(2) 121-126 2020年3月  査読有り
  • Satoru Inoda, Takahiko Hayashi, Hidenori Takahashi, Itaru Oyakawa, Hideaki Yokogawa, Akira Kobayashi, Naoko Kato, Hidetoshi Kawashima
    PloS one 15(6) e0234202 2020年  査読有り
  • Yusuke Arai, Hidenori Takahashi, Satoru Inoda, Xue Tan, Shinichi Sakamoto, Yuji Inoue, Yujiro Fujino, Hidetoshi Kawashima, Yasuo Yanagi
    PloS one 15(3) e0229342 2020年  査読有り
  • Satoru Inoda, Takahiko Hayashi, Hidenori Takahashi, Itaru Oyakawa, Hideaki Yokogawa, Akira Kobayashi, Naoko Kato, Hidetoshi Kawashima
    CORNEA 38(12) E58-E59 2019年12月  
  • Satoru Inoda, Takahiko Hayashi, Hidenori Takahashi, Itaru Oyakawa, Hideaki Yokogawa, Akira Kobayashi, Naoko Kato, Hidetoshi Kawashima
    Cornea 38(12) e58-e59 2019年12月  査読有り
  • Ichiya Sano, Hidenori Takahashi, Satoru Inoda, Shinichi Sakamoto, Yusuke Arai, Yuji Takahashi, Akira Ohkubo, Hidetoshi Kawashima, Chihiro Mayama
    American journal of ophthalmology 206 11-16 2019年10月  査読有り
  • Siamak Yousefi, Hidenori Takahashi, Takahiko Hayashi, Hironobu Tampo, Satoru Inoda, Yusuke Arai, Penny Asbell
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 60(11) 2019年8月  
  • Yusuke Arai, Hidenori Takahashi, Siamak Yousefi, Satoru Inoda, Hironobu Tampo, Shinichi Sakamoto, Yoshitsugu Matsui, Hidetoshi Kawashima, Yasuo Yanagi
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 60(9) 2019年7月  
  • Satoru Inoda, Takahiko Hayashi, Hidenori Takahashi, Itaru Oyakawa, Hideaki Yokogawa, Akira Kobayashi, Naoko Kato, Hidetoshi Kawashima
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 60(9) 2019年7月  
  • Satoru Inoda, Takahiko Hayashi, Hidenori Takahashi, Itaru Oyakawa, Hideaki Yokogawa, Akira Kobayashi, Naoko Kato, Hidetoshi Kawashima
    Cornea 38(7) 820-824 2019年7月  査読有り
  • Nagaoka K, Inoda S, Takahashi H, Arai Y, Inoue Y, Takizawa Y, Fujioka S, Kawashima H
    Case Rep Ophthalmol 10(2) 195-199 2019年6月  査読有り
  • Satoru Inoda, Hidenori Takahashi, Yuji Inoue, Hironobu Tampo, Shinichi Sakamoto, Yusuke Arai, Hidetoshi Kawashima, Yasuo Yanagi
    Clinical ophthalmology (Auckland, N.Z.) 13 959-968 2019年  査読有り
  • Masatoshi Onda, Hidenori Takahashi, Yuji Inoue, Xue Tan, Yusuke Arai, Ryota Takahashi, Satoru Inoda, Shinichi Sakamoto, Ichiya Sano, Yujiro Fujino, Hidetoshi Kawashima, Yasuo Yanagi
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 59(9) 2018年7月  
  • Hidenori Takahashi, Yusuke Arai, Takehiro Yamashita, Tetsuya Hasegawa, Tomohiro Ohgami, Shozo Sonoda, Yoshiaki Tanaka, Hironobu Tampo, Satoru Inoda, Shinichi Sakamoto, Akihiro Kakehashi, Hidetoshi Kawashima, Yasuo Yanagi
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 59(9) 2018年7月  
  • Takayuki Fusumae, Koji Kamiya, Takeo Maekawa, Mayumi Komine, Satoru Murata, Satoru Inoda, Ryota Takahashi, Hidetoshi Kawashima, Mamitaro Ohtsuki
    The Journal of dermatology 45(6) e159-e160-E160 2018年6月  査読有り
  • Hidenori Takahashi, Yuji Inoue, Xue Tan, Satoru Inoda, Shinichi Sakamoto, Yusuke Arai, Yasuo Yanagi, Yujiro Fujino, Hidetoshi Kawashima
    Clinical ophthalmology (Auckland, N.Z.) 12 369-375 2018年  査読有り
  • Shinichi Sakamoto, Hidenori Takahashi, Yuji Inoue, Yusuke Arai, Satoru Inoda, Natsuko Kakinuma, Yujiro Fujino, Tatsuro Tanabe, Hidetoshi Kawashima, Yasuo Yanagi
    Clinical ophthalmology (Auckland, N.Z.) 12 1137-1147 2018年  査読有り
  • Siamak Yousefi, Ebrahim Yousefi, Hidenori Takahashi, Takahiko Hayashi, Hironobu Tampo, Satoru Inoda, Yusuke Arai, Penny Asbell
    PloS one 13(11) e0205998 2018年  査読有り
  • Hironobu Tampo, Hidenori Takahashi, Yasuo Yanagi, Shin-ichi Sakamoto, Satoru Inoda, Hidetoshi Kawashima, Yuji Inoue, Yusuke Arai, Ryota Takahashi, Megumi Soeta
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 58(8) 2017年6月  

MISC

 78

共同研究・競争的資金等の研究課題

 2