AIM: To compare the therapeutic effect and safety of laser photocoagulation along with intravitreal ranibizumab(IVR) versus laser therapy in treatment of diabetic macular edema(DME).METHODS: Pertinent publications wer...AIM: To compare the therapeutic effect and safety of laser photocoagulation along with intravitreal ranibizumab(IVR) versus laser therapy in treatment of diabetic macular edema(DME).METHODS: Pertinent publications were identified through comprehensive searches of Pub Med, EMBASE, Web of Science, Cochrane Library, and Clinical Trials.gov to identify randomized clinical trials(RCTs) comparing IVR+laser to laser monotherapy in patients with DME. Therapeutic effect estimates were determined by weighted mean differences(WMD) of change from baseline in best corrected visual acuity(BCVA) and central retinal thickness(CRT) at 6, 12, or 24 mo after initial treatment, and the risk ratios(RR) for the proportions of patients with at least 10 letters of improvement or reduction at 12 mo. Data regarding major ocular and nonocular adverse events(AEs) were collected and analyzed. The Review Manager 5.3.5 was used.RESULTS: Six RCTs involving 2069 patients with DME were selected for this Meta-analysis. The results showed that IVR+laser significantly improved BCVA compared with laser at 6mo(WMD: 6.57; 95% CI: 4.37-8.77; P<0.00001), 12mo(WMD: 5.46; 95% CI: 4.35-6.58; P<0.00001), and 24mo(WMD: 3.42; 95% CI: 0.84-5.99; P=0.009) in patients with DME. IVR+laser was superior to laser in reducing CRT at 12 mo from baseline with statistical significance(WMD:-63.46; 95% CI:-101.19 to-25.73; P=0.001). The pooled RR results showed that the proportions of patients with at least 10 letters of improvement or reduction were in favor of IVR+laser arms compared with laser(RR: 2.13; 95% CI: 1.77-2.57; P<0.00001 and RR: 0.37; 95% CI: 0.22-0.62; P=0.0002, respectively). As for AEs, the pooled results showed that a significantly higher proportion ofpatients suffering from conjunctival hemorrhage(study eye) and diabetic retinal edema(fellow eye) in IVR+laser group compared to laser group(RR: 3.29; 95% CI: 1.53-7.09; P=0.002 and RR: 3.02; 95% CI: 1.24-7.32; P=0.01, respectively). The incidence of other ocular and nonocular AEs considered in this Meta-analysis had no statistical difference between IVR+laser and laser alone.CONCLUSION: The results of our analysis show that IVR+laser has better availability in functional(improving BCVA) and anatomic(reducing CRT) outcomes than laser monotherapy for the treatment of DME. However, the patients who received the treatment of IVR+laser may get a higher risk of suffering from conjunctival hemorrhage(study eye) and diabetic retinal edema(fellow eye).展开更多
AIM: To explore a segmentation algorithm based on deep learning to achieve accurate diagnosis and treatment of patients with retinal fluid.METHODS: A two-dimensional(2D) fully convolutional network for retinal segment...AIM: To explore a segmentation algorithm based on deep learning to achieve accurate diagnosis and treatment of patients with retinal fluid.METHODS: A two-dimensional(2D) fully convolutional network for retinal segmentation was employed. In order to solve the category imbalance in retinal optical coherence tomography(OCT) images, the network parameters and loss function based on the 2D fully convolutional network were modified. For this network, the correlations of corresponding positions among adjacent images in space are ignored. Thus, we proposed a three-dimensional(3D) fully convolutional network for segmentation in the retinal OCT images.RESULTS: The algorithm was evaluated according to segmentation accuracy, Kappa coefficient, and F1 score. For the 3D fully convolutional network proposed in this paper, the overall segmentation accuracy rate is 99.56%, Kappa coefficient is 98.47%, and F1 score of retinal fluid is 95.50%. CONCLUSION: The OCT image segmentation algorithm based on deep learning is primarily founded on the 2D convolutional network. The 3D network architecture proposed in this paper reduces the influence of category imbalance, realizes end-to-end segmentation of volume images, and achieves optimal segmentation results. The segmentation maps are practically the same as the manual annotations of doctors, and can provide doctors with more accurate diagnostic data.展开更多
AIM: To compare the clinical performance of 4 spectraldomain(SD) optical coherence tomography angiography(OCTA) systems: AngioVueTM, AngioPlexTM, Spectralis? OCTA, AngioScan, and 1 swept-source(SS) OCTA SS OCT AngioTM...AIM: To compare the clinical performance of 4 spectraldomain(SD) optical coherence tomography angiography(OCTA) systems: AngioVueTM, AngioPlexTM, Spectralis? OCTA, AngioScan, and 1 swept-source(SS) OCTA SS OCT AngioTM. METHODS: Twenty-seven undilated right eyes of 27 participants underwent OCTA examination using five different systems respectively for both 3×3 and 6×6 mm2 scan pattern(Spectralis OCTA for 3×3 mm2 scan only). Image quality, including vessel valid visibility and the number of motion artifacts, and acquisition time were evaluated. Repeated measures analysis of variance(ANOVA) with Bonferroni's post-test and Friedman test with Dunn's posttest were used to compare measurements.RESULTS: The age of the subjects was 28.19±5.55 y(range, 23-49 y). The spherical equivalent refraction was-2.55±1.84 D(range, 0.00 to-5.25 D). Significant difference was observed in the evaluation of vessel valid visibility(Angio Vue the highest: 0.111±0.031 for 3×3 mm2 scan and 0.128±0.020 for 6×6 mm2 scan), number of motion artifacts(AngioVue the fewest: 0.778±1.086 for 3×3 mm2 scan and 0.333±0.620 for 6×6 mm2 scan) and acquisition time(AngioPlex the shortest: 8.537±1.921 s for 3×3 mm2 scan and 8.298±1.741 s for 6×6 mm2 scan; all P<0.001). CONCLUSION: There is poor agreement of measurements among systems. AngioVue provides images with the highest vessel valid visibility and the fewest motion artifacts. AngioPlex achieves the shortest acquisition.展开更多
AIM: To assess alterations in growth factors, inflammatory mediators, and cytokines associated with vitreous-retinal diseases in vitreous humor from patients with proliferative diabetic retinopathy(PDR), and to identi...AIM: To assess alterations in growth factors, inflammatory mediators, and cytokines associated with vitreous-retinal diseases in vitreous humor from patients with proliferative diabetic retinopathy(PDR), and to identify potential new treatment targets and strategies.METHODS: Control vitreous samples were collected from patients with macular hole, epiretinal membranes, or rhegmatogenous retinal detachments, and PDR samples from patients with complications of PDR, who required pars plana vitrectomy. Specimens were stored at-80℃ and then investigated by Luminex multi-factor assay. Parametric and nonparametric analyses of demographic characteristics and cytokine expression levels were conducted using SPSS.RESULTS: There were no significant differences in demographic characteristics between patients with and without PDR. Expression levels of growth factors [plateletderived growth factor(PDGF)-AA, glial cell line-derived neurotrophic factor(GDNF), and vascular endothelial growth factor A(VEGFA)], inflammatory mediators [interleukin(IL)-8, IL-11, and tumor necrosis factor-α(TNF-α)] and cytokines [chemokine C-X-C ligand(CXCL)10, interferon-γ(IFN-γ), and granulocyte macrophage-colony stimulating factor(GM-CSF)] were significantly elevated in vitreous humor from patients with PDR compared with those in the control group(all P<0.05). Further, VEGFA levels were lower in patients with PDR treated with anti-VEGF injection than those who were not(P<0.05), and there was no difference between the PDR group treated with anti-VEGF and controls(P>0.05).CONCLUSION: This proof-of-concept study demonstrates the potential for combinational therapeutic strategies to ameliorate diabetic retinopathy progression by targeting growth factors, inflammatory factors, and cytokines, in addition to VEGFA.展开更多
AIM: To quantitatively analyze the retinal intermediate and deep capillary plexus(ICP and DCP) in patients with retinal deep vascular complex ischemia(RDVCI), using 3D projection artifacts removal(3D PAR) optical cohe...AIM: To quantitatively analyze the retinal intermediate and deep capillary plexus(ICP and DCP) in patients with retinal deep vascular complex ischemia(RDVCI), using 3D projection artifacts removal(3D PAR) optical coherence tomography angiography(OCTA).METHODS: RDVCI patients and gender-and agematched healthy controls were assessed and underwent OCTA examinations. The parafoveal vessel density(PFVD) of retinal deep vascular complex(DVC), ICP, and DCP were analyzed, and the percentage of reduction(PR) of PFVD was calculated.RESULTS: Twenty-four eyes in 22 RDVCI patients(20 in acute phase and 4 in chronic phase) and 24 eyes of 22 healthy subjects were enrolled as the control group. Significant reduction of PFVD in DVC, ICP, and DCP was observed in comparison with the controls(DVC: acute: 43.59%±6.58% vs 49.92%±5.49%, PR=12.69%;chronic: 43.50%±3.33% vs 51.20%±3.80%, PR=15.04%. ICP: acute: 40.28%±7.91% vs 46.97%±7.14%, PR=14.23%;chronic: 41.48%±2.87% vs 46.43%±3.29%, PR=10.66%. DCP: acute: 45.44%±8.27% vs 51.51%±9.97%, PR=11.79%;chronic: 37.78%±3.48% vs 51.73%±5.17%, PR=26.97%;all P<0.05). No significant PR difference was found among DVC, ICP, and DCP of RDVCI in acute phase(P=0.812), but significant difference in chronic phase(P=0.006, DVC vs DCP, ICP vs DCP). No significant difference in PR between acute and chronic phases in the DVC(P=0.735) or ICP(P=0.681) was found, but significant difference in the DCP(P=0.041).CONCLUSION: The PFVD of DVC, ICP, and DCP in RDVCI is significantly decreased in both acute and chronic phases. ICP impairment is stabilized from acute to chronic phase in RDVCI, whereas subsequent DCP impairment is uncovered and can be explained by ischemia-reperfusion damage.展开更多
Dear Editor,I am Dr.Tian-Wei Qian,from Shanghai General Hospital,Shanghai,China.I write to present one case report of tuberculosis(TB)-associated uveitis after corticosteroid treatment for Vogt-Koyanagi-Harada(VKH)dis...Dear Editor,I am Dr.Tian-Wei Qian,from Shanghai General Hospital,Shanghai,China.I write to present one case report of tuberculosis(TB)-associated uveitis after corticosteroid treatment for Vogt-Koyanagi-Harada(VKH)disease.展开更多
基金Supported by the National Natural Science Foundation of China(No.81570851)
文摘AIM: To compare the therapeutic effect and safety of laser photocoagulation along with intravitreal ranibizumab(IVR) versus laser therapy in treatment of diabetic macular edema(DME).METHODS: Pertinent publications were identified through comprehensive searches of Pub Med, EMBASE, Web of Science, Cochrane Library, and Clinical Trials.gov to identify randomized clinical trials(RCTs) comparing IVR+laser to laser monotherapy in patients with DME. Therapeutic effect estimates were determined by weighted mean differences(WMD) of change from baseline in best corrected visual acuity(BCVA) and central retinal thickness(CRT) at 6, 12, or 24 mo after initial treatment, and the risk ratios(RR) for the proportions of patients with at least 10 letters of improvement or reduction at 12 mo. Data regarding major ocular and nonocular adverse events(AEs) were collected and analyzed. The Review Manager 5.3.5 was used.RESULTS: Six RCTs involving 2069 patients with DME were selected for this Meta-analysis. The results showed that IVR+laser significantly improved BCVA compared with laser at 6mo(WMD: 6.57; 95% CI: 4.37-8.77; P<0.00001), 12mo(WMD: 5.46; 95% CI: 4.35-6.58; P<0.00001), and 24mo(WMD: 3.42; 95% CI: 0.84-5.99; P=0.009) in patients with DME. IVR+laser was superior to laser in reducing CRT at 12 mo from baseline with statistical significance(WMD:-63.46; 95% CI:-101.19 to-25.73; P=0.001). The pooled RR results showed that the proportions of patients with at least 10 letters of improvement or reduction were in favor of IVR+laser arms compared with laser(RR: 2.13; 95% CI: 1.77-2.57; P<0.00001 and RR: 0.37; 95% CI: 0.22-0.62; P=0.0002, respectively). As for AEs, the pooled results showed that a significantly higher proportion ofpatients suffering from conjunctival hemorrhage(study eye) and diabetic retinal edema(fellow eye) in IVR+laser group compared to laser group(RR: 3.29; 95% CI: 1.53-7.09; P=0.002 and RR: 3.02; 95% CI: 1.24-7.32; P=0.01, respectively). The incidence of other ocular and nonocular AEs considered in this Meta-analysis had no statistical difference between IVR+laser and laser alone.CONCLUSION: The results of our analysis show that IVR+laser has better availability in functional(improving BCVA) and anatomic(reducing CRT) outcomes than laser monotherapy for the treatment of DME. However, the patients who received the treatment of IVR+laser may get a higher risk of suffering from conjunctival hemorrhage(study eye) and diabetic retinal edema(fellow eye).
基金Supported by National Science Foundation of China(No.81800878)Interdisciplinary Program of Shanghai Jiao Tong University(No.YG2017QN24)+1 种基金Key Technological Research Projects of Songjiang District(No.18sjkjgg24)Bethune Langmu Ophthalmological Research Fund for Young and Middle-aged People(No.BJ-LM2018002J)
文摘AIM: To explore a segmentation algorithm based on deep learning to achieve accurate diagnosis and treatment of patients with retinal fluid.METHODS: A two-dimensional(2D) fully convolutional network for retinal segmentation was employed. In order to solve the category imbalance in retinal optical coherence tomography(OCT) images, the network parameters and loss function based on the 2D fully convolutional network were modified. For this network, the correlations of corresponding positions among adjacent images in space are ignored. Thus, we proposed a three-dimensional(3D) fully convolutional network for segmentation in the retinal OCT images.RESULTS: The algorithm was evaluated according to segmentation accuracy, Kappa coefficient, and F1 score. For the 3D fully convolutional network proposed in this paper, the overall segmentation accuracy rate is 99.56%, Kappa coefficient is 98.47%, and F1 score of retinal fluid is 95.50%. CONCLUSION: The OCT image segmentation algorithm based on deep learning is primarily founded on the 2D convolutional network. The 3D network architecture proposed in this paper reduces the influence of category imbalance, realizes end-to-end segmentation of volume images, and achieves optimal segmentation results. The segmentation maps are practically the same as the manual annotations of doctors, and can provide doctors with more accurate diagnostic data.
基金Supported by National Key Research and Development Program for Precision Medicine of China (No.2016YFC0904800)
文摘AIM: To compare the clinical performance of 4 spectraldomain(SD) optical coherence tomography angiography(OCTA) systems: AngioVueTM, AngioPlexTM, Spectralis? OCTA, AngioScan, and 1 swept-source(SS) OCTA SS OCT AngioTM. METHODS: Twenty-seven undilated right eyes of 27 participants underwent OCTA examination using five different systems respectively for both 3×3 and 6×6 mm2 scan pattern(Spectralis OCTA for 3×3 mm2 scan only). Image quality, including vessel valid visibility and the number of motion artifacts, and acquisition time were evaluated. Repeated measures analysis of variance(ANOVA) with Bonferroni's post-test and Friedman test with Dunn's posttest were used to compare measurements.RESULTS: The age of the subjects was 28.19±5.55 y(range, 23-49 y). The spherical equivalent refraction was-2.55±1.84 D(range, 0.00 to-5.25 D). Significant difference was observed in the evaluation of vessel valid visibility(Angio Vue the highest: 0.111±0.031 for 3×3 mm2 scan and 0.128±0.020 for 6×6 mm2 scan), number of motion artifacts(AngioVue the fewest: 0.778±1.086 for 3×3 mm2 scan and 0.333±0.620 for 6×6 mm2 scan) and acquisition time(AngioPlex the shortest: 8.537±1.921 s for 3×3 mm2 scan and 8.298±1.741 s for 6×6 mm2 scan; all P<0.001). CONCLUSION: There is poor agreement of measurements among systems. AngioVue provides images with the highest vessel valid visibility and the fewest motion artifacts. AngioPlex achieves the shortest acquisition.
基金Supported by the National Natural Science Foundation of China (No.82101132,No.81800878)。
文摘AIM: To assess alterations in growth factors, inflammatory mediators, and cytokines associated with vitreous-retinal diseases in vitreous humor from patients with proliferative diabetic retinopathy(PDR), and to identify potential new treatment targets and strategies.METHODS: Control vitreous samples were collected from patients with macular hole, epiretinal membranes, or rhegmatogenous retinal detachments, and PDR samples from patients with complications of PDR, who required pars plana vitrectomy. Specimens were stored at-80℃ and then investigated by Luminex multi-factor assay. Parametric and nonparametric analyses of demographic characteristics and cytokine expression levels were conducted using SPSS.RESULTS: There were no significant differences in demographic characteristics between patients with and without PDR. Expression levels of growth factors [plateletderived growth factor(PDGF)-AA, glial cell line-derived neurotrophic factor(GDNF), and vascular endothelial growth factor A(VEGFA)], inflammatory mediators [interleukin(IL)-8, IL-11, and tumor necrosis factor-α(TNF-α)] and cytokines [chemokine C-X-C ligand(CXCL)10, interferon-γ(IFN-γ), and granulocyte macrophage-colony stimulating factor(GM-CSF)] were significantly elevated in vitreous humor from patients with PDR compared with those in the control group(all P<0.05). Further, VEGFA levels were lower in patients with PDR treated with anti-VEGF injection than those who were not(P<0.05), and there was no difference between the PDR group treated with anti-VEGF and controls(P>0.05).CONCLUSION: This proof-of-concept study demonstrates the potential for combinational therapeutic strategies to ameliorate diabetic retinopathy progression by targeting growth factors, inflammatory factors, and cytokines, in addition to VEGFA.
基金Supported by the National Natural Science Foundation of China (No.81900911)the National Key R&D Program of China (No.2016YFC0904800,No.2019YFC0840607)+1 种基金the National Science and Technology Major Project of China (No.2017ZX09304010)the Interdisciplinary Program of Shanghai Jiao Tong University (No.YG2019QN66)。
文摘AIM: To quantitatively analyze the retinal intermediate and deep capillary plexus(ICP and DCP) in patients with retinal deep vascular complex ischemia(RDVCI), using 3D projection artifacts removal(3D PAR) optical coherence tomography angiography(OCTA).METHODS: RDVCI patients and gender-and agematched healthy controls were assessed and underwent OCTA examinations. The parafoveal vessel density(PFVD) of retinal deep vascular complex(DVC), ICP, and DCP were analyzed, and the percentage of reduction(PR) of PFVD was calculated.RESULTS: Twenty-four eyes in 22 RDVCI patients(20 in acute phase and 4 in chronic phase) and 24 eyes of 22 healthy subjects were enrolled as the control group. Significant reduction of PFVD in DVC, ICP, and DCP was observed in comparison with the controls(DVC: acute: 43.59%±6.58% vs 49.92%±5.49%, PR=12.69%;chronic: 43.50%±3.33% vs 51.20%±3.80%, PR=15.04%. ICP: acute: 40.28%±7.91% vs 46.97%±7.14%, PR=14.23%;chronic: 41.48%±2.87% vs 46.43%±3.29%, PR=10.66%. DCP: acute: 45.44%±8.27% vs 51.51%±9.97%, PR=11.79%;chronic: 37.78%±3.48% vs 51.73%±5.17%, PR=26.97%;all P<0.05). No significant PR difference was found among DVC, ICP, and DCP of RDVCI in acute phase(P=0.812), but significant difference in chronic phase(P=0.006, DVC vs DCP, ICP vs DCP). No significant difference in PR between acute and chronic phases in the DVC(P=0.735) or ICP(P=0.681) was found, but significant difference in the DCP(P=0.041).CONCLUSION: The PFVD of DVC, ICP, and DCP in RDVCI is significantly decreased in both acute and chronic phases. ICP impairment is stabilized from acute to chronic phase in RDVCI, whereas subsequent DCP impairment is uncovered and can be explained by ischemia-reperfusion damage.
文摘Dear Editor,I am Dr.Tian-Wei Qian,from Shanghai General Hospital,Shanghai,China.I write to present one case report of tuberculosis(TB)-associated uveitis after corticosteroid treatment for Vogt-Koyanagi-Harada(VKH)disease.