基本情報
- 所属
- 筑波大学 医学医療系 教授自治医科大学 眼科学講座 准教授 (データサイエンスセンター副長)
- 学位
- 博士(医学)(2008年3月 東京大学)
- ORCID ID
https://orcid.org/0000-0001-5331-4730
- J-GLOBAL ID
- 201401070051534987
- Researcher ID
- H-2945-2019
- researchmap会員ID
- B000238009
- 外部リンク
主要な研究分野
2主要な経歴
10主要な学歴
4論文
231-
International Ophthalmology 2025年7月 査読有り
-
American Journal of Ophthalmology Case Reports 2025年7月 査読有り責任著者Purpose: This report aims to present a case of the retinal nerve fiber layer (NFL) thinning, in which the progression of thinning was slowed following optic nerve-carotid artery decompression surgery. Observations: A 41-year-old ophthalmologist incidentally noticed a generalized thinning of NFL in his left eye using optical coherence tomography (OCT). Five years earlier, the OCT showed only mild thinning. While visual acuity and visual fields were normal, the patient reported a blurriness. The MRI revealed an ectatic and tortuous left internal carotid artery compressing the left optic nerve. Due to the lack of reports on the correlation between NFL thickness and visual acuity, an internal review was conducted. We searched for cases with a progression from healthy visual acuity to blindness, and in the only case identified, we investigated the correlation between NFL thickness and visual acuity. Applying this correlation, it was predicted that the patient would lose vision by age 48. As a result, the patient decided to receive decompression surgery. Following the surgery, the rate of NFL thinning significantly slowed from -1.9 µm / year to -0.57 µm / year (p < .0001). At the current age of 48, the patient’s corrected visual acuity is 20/16, and visual field remains normal. The predicted onset of blindness has been postponed by 10 years. Conclusions and Importance: We report a case in which compression of the optic nerve by the internal carotid artery was observed in a patient with retinal nerve fiber layer (NFL) thinning. A slowing of NFL thinning was noted following surgical decompression.
-
Journal of Ophthalmic and Vision Research 2025年6月18日 査読有り
-
日本保険医学会誌 = The journal of the Association of Life Insurance Medicine of Japan 132(2) 2025年6月 査読有りAIは2012年の深層学習技術実用化により、ヒトを超える画像識別能を獲得した。その能力は各種画像診断プログラムとなって医療においても実用化されている。AIによる画像変換技術は各種画質向上プログラムとして実用化され、医用画像の高精細化と、放射線にあっては低線量化に役立っている。近年はchatGPTなどで知られる各種生成AIの性能が実用に達し、医療においてはカルテの自動記載が始まっている。演者はAIの画像識別能がヒトを超えた2015年からAIの研究を始めた。大学発ベンチャーを設立し2製品の認証を得た。それら経験と、網膜光干渉断層像から視野を推測することで視野検査を両眼30分から2秒にする開発中AIを、自験例として紹介する。アメリカ食品医薬品局(FDA)は既に数百のAI医療機器プログラムを承認しており、それらは放射線科領域が主体であり、プラットフォーム化している。日本も数年遅れながら同様に医療AIが当たり前になっていくだろう。
-
Ophthalmology and therapy 2025年5月 査読有り[INTRODUCTION] The aim of this study was to evaluate the real-world outcomes of brolucizumab use in Japanese patients with neovascular age-related macular degeneration (nAMD). [METHODS] PHEASANT was a retrospective, multicenter, single-arm cohort study. The study included 438 patients, of whom 123 were treatment-naïve and 315 were pre-treated. The primary outcome was retinal fluid (subretinal fluid [SRF] and intraretinal fluid [IRF]) resolution at month 12, with change in visual and retinal anatomy parameters and safety assessed as key secondary outcomes. [RESULTS] At baseline in the treatment-naïve cohort, 10.1% (n = 7/69) of patients were free of retinal fluid, increasing to 62.3% (n = 43/69) at month 12. In the pre-treated cohort, 14.9% (n = 30/201) of patients were free of retinal fluid at baseline, increasing to 43.8% (n = 88/201) at month 12. The median (interquartile range [IQR]) injection interval for pre-treated patients at month 12 was extended by 21 (7.0-35.0) days. The overall intraocular inflammation rate (including the rate of retinal vasculitis/retinal occlusive vasculitis of 0.46% [2/438]) was 8.4% (n = 37/438). [CONCLUSION] In a real-world clinical setting, brolucizumab was effective at drying the retina in treatment-naïve and pre-treated Japanese nAMD patients and therefore has the potential to reduce the treatment burden by prolonging injection intervals. Safety outcomes support the overall favorable benefit/risk profile of brolucizumab. [GOV IDENTIFIER] NCT06699914.
-
International Journal of Molecular Sciences 26(2) 556-556 2025年1月10日 査読有り
-
Translational Vision Science & Technology 2025年1月 査読有り責任著者
-
Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 2025年1月 査読有り責任著者[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.
-
Graefe's Archive for Clinical and Experimental Ophthalmology 2024年7月12日 査読有り
-
Scientific reports 14(1) 9087-9087 2024年4月20日 査読有り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.
-
Plos One 2024年3月29日 査読有り責任著者
-
Journal of medical case reports 18(1) 80-80 2024年2月29日 査読有り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.
-
Scientific reports 14(1) 2451-2451 2024年1月30日 査読有り責任著者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.
-
Investigative ophthalmology & visual science 65(1) 8-8 2024年1月2日 査読有り責任著者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.
-
Retina (Philadelphia, Pa.) 2023年11月28日 査読有り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.
-
Journal of Clinical Medicine 12(15) 5089-5089 2023年8月2日 査読有り責任著者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 < 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 < 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.
-
Ophthalmology and therapy 12(5) 2703-2712 2023年8月2日 査読有り責任著者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.
-
Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 261(10) 2775-2785 2023年5月11日 査読有り責任著者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.
-
Diagnostics 13(10) 1689-1689 2023年5月10日 査読有りDetection of early clinical keratoconus (KCN) is a challenging task, even for expert clinicians. In this study, we propose a deep learning (DL) model to address this challenge. We first used Xception and InceptionResNetV2 DL architectures to extract features from three different corneal maps collected from 1371 eyes examined in an eye clinic in Egypt. We then fused features using Xception and InceptionResNetV2 to detect subclinical forms of KCN more accurately and robustly. We obtained an area under the receiver operating characteristic curves (AUC) of 0.99 and an accuracy range of 97–100% to distinguish normal eyes from eyes with subclinical and established KCN. We further validated the model based on an independent dataset with 213 eyes examined in Iraq and obtained AUCs of 0.91–0.92 and an accuracy range of 88–92%. The proposed model is a step toward improving the detection of clinical and subclinical forms of KCN.
-
Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 261(9) 2465-2476 2023年3月31日 査読有り最終著者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.
-
日本眼科学会雑誌 127(臨増) 212-212 2023年3月
-
日本眼科学会雑誌 127(臨増) 182-182 2023年3月
主要な書籍等出版物
2主要な講演・口頭発表等
254-
ARVO Imaging in the Eye Conference 2024年5月4日
主要な共同研究・競争的資金等の研究課題
5-
国立研究開発法人国立国際医療研究センター 戦略的イノベーション創造プログラム(第3期)「統合型ヘルスケアシステムの構築における生成AIの活用」 2024年4月 - 2025年3月
主要な産業財産権
6主要な学術貢献活動
12-
パネル司会・セッションチェア等第47 回日本眼科手術学会学術総会 2024年2月2日