1.Variability of foveal avascular zone measurements among Filipino eyes using optical coherence tomography angiography
Roberto Luis F. Franco ; Carlo Antonino L. Nasol
Philippine Journal of Ophthalmology 2025;50(1):33-42
OBJECTIVE
To determine the foveal avascular zone (FAZ) thickness and other FAZ measurements in eyes of healthy Filipino adults aged 20-49 years.
METHODSThis single-center, cross-sectional, observational study evaluated 186 subjects (372 eyes) of Filipino adults 20 to 49 years of age. Using Angioplex®, the automated software of the optical coherence tomography angiography (OCTA) machine, the FAZ area, perimeter, circularity, vascular density, and perfusion in the superficial FAZ were recognized. Statistical analysis was done using SPSS version 23. The mean and standard deviation of the values of superficial capillary free zone measurements were calculated.
RESULTSThe mean FAZ area was 0.297 ± 0.112 mm2, the mean circularity was 0.667 ± 0.080, and the mean perimeter was 2.316 ± 0.80 mm. These parameters were all larger in the female population (p CONCLUSIONS
In eyes of healthy Filipino adults aged 20-49 years, females exhibited larger FAZ area, higher circularity, and lower CMT, compared to males. Additionally, females displayed lower central vessel density and perfusion. While FAZ area and perimeter remained stable with age, circularity decreased, and CMT increased.
Human ; Angiography ; Tomography, Optical Coherence
2.Research on attention-enhanced networks for subtype classification of age-related macular degeneration in optical coherence tomography.
Minghui CHEN ; Wenyi YANG ; Shiyi XU ; Yanqi LU ; Zhengqi YANG ; Fugang LI ; Zhensheng GU
Journal of Biomedical Engineering 2025;42(5):901-909
Subtype classification of age-related macular degeneration (AMD) based on optical coherence tomography (OCT) images serves as an effective auxiliary tool for clinicians in diagnosing disease progression and formulating treatment plans. To improve the classification accuracy of AMD subtypes, this study proposes a keypoint-based, attention-enhanced residual network (KPA-ResNet). The proposed architecture adopts a 50-layer residual network (ResNet-50) as the backbone, preceded by a keypoint localization module based on heatmap regression to outline critical lesion regions. A two-dimensional relative self-attention mechanism is incorporated into convolutional layers to enhance the representation of key lesion areas. Furthermore, the network depth is appropriately increased and an improved residual module, ConvNeXt, is introduced to enable comprehensive extraction of high-dimensional features and enrich the detail of lesion boundary contours, ultimately achieving higher classification accuracy of AMD subtypes. Experimental results demonstrate that KPA-ResNet achieves significant improvements in overall classification accuracy compared with conventional convolutional neural networks. Specifically, for the wet AMD subtypes, the classification accuracies for inactive choroidal neovascularization (CNV) and active CNV reach 92.8% and 95.2%, respectively, representing substantial improvement over ResNet-50. These findings validate the superior performance of KPA-ResNet in AMD subtype classification tasks. This work provides a high-accuracy, generalizable network architecture for OCT-based AMD subtype classification and offers new insights into integrating attention mechanisms with convolutional neural networks in ophthalmic image analysis.
Tomography, Optical Coherence/methods*
;
Humans
;
Macular Degeneration/diagnostic imaging*
;
Neural Networks, Computer
3.Optical coherence tomography angiography and microvessel density quantification in penumbra after traumatic brain injury in rats.
Peng ZHONG ; Xiaodan HU ; Zhenzhou WANG
Journal of Peking University(Health Sciences) 2025;57(2):262-266
OBJECTIVE:
To observe the dynamic changes of microvascular injury and repair in the penumbra of traumatic brain injury (TBI) rats with effective cerebral perfusion microvascular imaging using optical coherence tomography angiography (OCTA).
METHODS:
Transparent closed cranial windows were placed in craniotomy rats after TBI caused by weight drop. All the rats in TBI group and control group underwent head MRI examination on the first postoperative day, and the changes of cerebral cortical microvessel density were measured by OCTA through cranial windows on d0, d2, d4, d6, and d8. On the second day after the operation, the same number of rats in the two groups were selected to complete the immunohistochemical staining of brain tissue with pimonidazole, an indicator of hypoxia.
RESULTS:
MRI T2W1 and immunohistochemical staining demonstrated that edema and hypoxia in the traumatic brain tissue extended deeply throughout the entire cortex. OCTA showed that the cortical surface veins of the rats in both groups were significantly dilated and tortuous after operation, and recovered to the postoperative day level on d8. The effective perfusion microvessel density of the rats in both groups gradually recovered after a temporary decrease, and the TBI group decreased from 39.38%±4.48% on d0 to 27.84%±6.01% on d2, which was significantly lower than that on d0, d6, and d8 (P < 0.05). The highest value was 61.71%±7.69% on d8, which was significantly higher than that on d0, d2, and d4 (P < 0.05). The control group decreased from 44.59%±7.78% on d0 to 36.69%±5.49% on d2, which was significantly lower than that on d0, d6, and d8 (P < 0.05). The highest value was 51.92%±5.96% on d8, which was significantly higher than that on d2, and d4 (P < 0.05). Comparing the two groups, the effective perfusion microvessel density in the TBI group was significantly lower than that in the control group on d2 (P=0.021), and significantly higher than that in the control group on d8 (P=0.030).
CONCLUSION
OCTA can be used as a method of imaging and measurement of effective perfusion microvessels in the injured cerebral cortex of TBI rats. After TBI, the effective perfusion microvessel density in the wound penumbra gradually recovered after decreasing, and increased significantly on d8.
Animals
;
Brain Injuries, Traumatic/physiopathology*
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Rats
;
Tomography, Optical Coherence/methods*
;
Male
;
Rats, Sprague-Dawley
;
Microvessels/pathology*
;
Microvascular Density
;
Cerebral Cortex/blood supply*
;
Cerebrovascular Circulation
4.Advancements in molecular imaging probes for precision diagnosis and treatment of prostate cancer.
Jiajie FANG ; Ahmad ALHASKAWI ; Yanzhao DONG ; Cheng CHENG ; Zhijie XU ; Junjie TIAN ; Sahar Ahmed ABDALBARY ; Hui LU
Journal of Zhejiang University. Science. B 2025;26(2):124-144
Prostate cancer is the second most common cancer in men, accounting for 14.1% of new cancer cases in 2020. The aggressiveness of prostate cancer is highly variable, depending on its grade and stage at the time of diagnosis. Despite recent advances in prostate cancer treatment, some patients still experience recurrence or even progression after undergoing radical treatment. Accurate initial staging and monitoring for recurrence determine patient management, which in turn affect patient prognosis and survival. Classical imaging has limitations in the diagnosis and treatment of prostate cancer, but the use of novel molecular probes has improved the detection rate, specificity, and accuracy of prostate cancer detection. Molecular probe-based imaging modalities allow the visualization and quantitative measurement of biological processes at the molecular and cellular levels in living systems. An increased understanding of tumor biology of prostate cancer and the discovery of new tumor biomarkers have allowed the exploration of additional molecular probe targets. The development of novel ligands and advances in nano-based delivery technologies have accelerated the research and development of molecular probes. Here, we summarize the use of molecular probes in positron emission tomography (PET), single-photon emission computed tomography (SPECT), magnetic resonance imaging (MRI), optical imaging, and ultrasound imaging, and provide a brief overview of important target molecules in prostate cancer.
Humans
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Male
;
Prostatic Neoplasms/diagnosis*
;
Molecular Probes
;
Molecular Imaging/methods*
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Magnetic Resonance Imaging
;
Positron-Emission Tomography
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Tomography, Emission-Computed, Single-Photon
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Ultrasonography
;
Optical Imaging
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Biomarkers, Tumor
;
Precision Medicine/methods*
5.Choroidal vascularity index among Filipinos with non-neovascular and neovascular age-related macular degeneration using binarization of enhanced depth imaging optical coherence tomography
Minerva R. Paris ; Carlo S. Ladores ; Michael F. Fernandez
Philippine Journal of Ophthalmology 2024;49(2):144-149
OBJECTIVE
This study compared the choroidal vascularity indices (CVI) among eyes with neovascular, nonneovascular age-related macular degeneration (AMD) and healthy controls.
METHODSSpectral-domain optical coherence tomography (OCT) with enhanced depth imaging (EDI) from 52 eyes of 33 subjects were analyzed and designated into 3 groups: control, non-neovascular AMD, and neovascular AMD. Using Image J software, a 1.5 mm subfoveal choroidal area was segmented and binarized to measure total and luminal choroidal areas. The CVI was calculated as the ratio of luminal to total choroidal area. Correlation studies were done to assess relationship of CVI with best-corrected visual acuity (BCVA) and disease severity.
RESULTSThe overall median CVI was 0.66 (IQR = 0.62 – 0.69), with overall median total choroidal area of 696,707.60 (IQR = 530,776.80 – 806,348.00), overall median luminal choroidal area of 442,884.60 (IQR = 351,612.80 – 549,540.30), and an overall median choroidal thickness of 237.10 (IQR = 178.43 – 270.25). The overall median LogMAR BCVA was 0.30 (IQR = 0.10 – 0.54). Statistical comparisons showed no significant differences in the median CVI, median total choroidal area, median luminal choroidal area, and median choroidal thickness among the three groups (p > 0.05). However, median BCVA was significantly different among the groups (χ2=35.98, p=0.001). Specifically, those with non-neovascular AMD and neovascular AMD had significantly worse visual acuity compared to the control group (p < 0.05).
CONCLUSIONThe study found that CVI, as measured by binarization of EDI-OCT images, was not significantly different among AMD and control groups. BCVA, however, was significantly affected by AMD. These findings suggest that while CVI may not vary with AMD severity, BCVA remains a crucial diagnostic factor. Further research is needed to explore the relationship between choroidal vascularity and AMD using advanced imaging techniques.
Tomography, Optical Coherence
6.Application of electronic laryngoscope combined with narrow band imaging endoscope and its classification in the diagnosis of vocal cord leukoplakia.
Chuanyao LIN ; Sisi ZHANG ; Yuqin XU ; Yu ZHOU ; Xia GAO
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2024;38(11):1006-1011
Objective:To investigate the clinical value of electronic laryngoscope combined with narrow band imaging(NBI) endoscope and its classification in the diagnosis of vocal cord leukoplakia. Methods:A retrospective analysis was performed on 115 cases of patients treated in the Department of Otolaryngology, Head and Neck Surgery, Nanjing Drum Tower Hospital from September 2020 to November 2022. All 115 cases were diagnosed with vocal cord leukogramma using the electronic laryngoscopy and narrow band imaging endoscopy, followed by pathological examination in the outpatient tissue biopsy. The morphological characteristics of vocal cord leukoplakia and the correlation between narrow band imaging classification and pathological results were investigated. Results:Among 115 cases of vocal cord leukoplakia, 46 cases(40.00%) were diagnosed as benign lesions. Low grade intraepithelial neoplasia occurred in 29 cases(25.22%). High-grade intraepithelial neoplasia(including carcinoma in situ) occurred in 22 cases(19.13%). Invasive carcinoma(including suspected invasive carcinoma) was found in 18 cases(15.65%). There were no statistical differences in the unilateral and bilateral distribution of vocal cord leukoplakia and pathological results(P>0.05), but there were statistical differences in the size, thickness, lesion uniformity, clear boundary, pre-invasion commissure, symmetry,age over 55 years old, morphological classification, NBI classification and pathological results distribution(P<0.05). The two-by-two comparison among the three groups of morphological classification(flat type, raised type, rough type) showed that P<0.017 was only compared between flat type and rough type, and P>0.017 was compared between the other two groups. The pairwise comparison among the three groups of NBI classification(Ⅲ, Ⅳ, Ⅴ) was statistically significant(P<0.017). There was a high correlation between NBI classification and pathological diagnosis, and the correlation coefficient was 0.705(P<0.05). The risk of high intraepithelial neoplasia and cancerization in type Ⅳ was 9.125 times higher than that in type Ⅲ, and the risk of high intraepithelial neoplasia and cancerization in type Ⅴ was 271.078 times higher than that in type Ⅲ. The area under the curve of morphological classification and NBI classification were 0.672 and 0.896, respectively. Conclusion:There is a high match and correlation between NBI classification and pathological diagnosis. Electronic laryngoscope combined with narrow band imaging endoscope has a high diagnostic value for vocal cord leukoplakia, and a strong predictive ability for malignant leukoplakia.
Humans
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Vocal Cords/pathology*
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Male
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Female
;
Leukoplakia/diagnosis*
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Narrow Band Imaging/methods*
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Retrospective Studies
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Laryngoscopy/methods*
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Middle Aged
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Laryngeal Neoplasms/diagnosis*
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Aged
;
Laryngoscopes
;
Adult
7.Link Brain-Wide Projectome to Neuronal Dynamics in the Mouse Brain.
Xiang LI ; Yun DU ; Jiang-Feng HUANG ; Wen-Wei LI ; Wei SONG ; Ruo-Nan FAN ; Hua ZHOU ; Tao JIANG ; Chang-Geng LU ; Zhuang GUAN ; Xiao-Fei WANG ; Hui GONG ; Xiang-Ning LI ; Anan LI ; Ling FU ; Yan-Gang SUN
Neuroscience Bulletin 2024;40(11):1621-1634
Knowledge about the neuronal dynamics and the projectome are both essential for understanding how the neuronal network functions in concert. However, it remains challenging to obtain the neural activity and the brain-wide projectome for the same neurons, especially for neurons in subcortical brain regions. Here, by combining in vivo microscopy and high-definition fluorescence micro-optical sectioning tomography, we have developed strategies for mapping the brain-wide projectome of functionally relevant neurons in the somatosensory cortex, the dorsal hippocampus, and the substantia nigra pars compacta. More importantly, we also developed a strategy to achieve acquiring the neural dynamic and brain-wide projectome of the molecularly defined neuronal subtype. The strategies developed in this study solved the essential problem of linking brain-wide projectome to neuronal dynamics for neurons in subcortical structures and provided valuable approaches for understanding how the brain is functionally organized via intricate connectivity patterns.
Animals
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Neurons/physiology*
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Mice
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Brain/physiology*
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Mice, Inbred C57BL
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Somatosensory Cortex/physiology*
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Neural Pathways/physiology*
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Hippocampus/physiology*
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Mice, Transgenic
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Male
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Brain Mapping
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Nerve Net/physiology*
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Substantia Nigra/physiology*
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Tomography, Optical/methods*
8.Differential Analysis of Macular Structure and Microcirculation in Both Eyes of Patients With Myopic Anisometropia.
Ben-Liang SHU ; Shui-Qin HUANG ; Shu-Min XIONG ; Bin WEI ; Qin-Yi HUANG ; Xiao-Rong WU
Acta Academiae Medicinae Sinicae 2023;45(5):768-772
Objective To compare the macular structure and microcirculation in both eyes of the patients with myopic anisometropia.Methods Optical coherence tomography angiography(OCTA)was employed to scan the macular areas in both eyes of 44 patients with myopic anisometropia.The patients were assigned into high and low groups based on the refractive diopter,and the parameters such as retinal thickness,choroidal thickness,vascular density,and perfusion density in the macular areas of both eyes were compared between the two groups.Results Other macular areas except the central and external nasal areas and the choroid of the fovea in the high group were thinner than those in the low group(all P<0.05).There was no statistically significant difference in retinal vascular density or perfusion density in different areas between the two groups(all P>0.05).Conclusion In the patients with myopic anisometropia,most areas of the retina in the case of high myopia is thinner than that in the case of low myopia,while there is no difference in retinal vascular density or perfusion density in both eyes.
Humans
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Anisometropia
;
Choroid/blood supply*
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Microcirculation
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Myopia
;
Retina
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Tomography, Optical Coherence/methods*
9.Whole-brain Optical Imaging: A Powerful Tool for Precise Brain Mapping at the Mesoscopic Level.
Tao JIANG ; Hui GONG ; Jing YUAN
Neuroscience Bulletin 2023;39(12):1840-1858
The mammalian brain is a highly complex network that consists of millions to billions of densely-interconnected neurons. Precise dissection of neural circuits at the mesoscopic level can provide important structural information for understanding the brain. Optical approaches can achieve submicron lateral resolution and achieve "optical sectioning" by a variety of means, which has the natural advantage of allowing the observation of neural circuits at the mesoscopic level. Automated whole-brain optical imaging methods based on tissue clearing or histological sectioning surpass the limitation of optical imaging depth in biological tissues and can provide delicate structural information in a large volume of tissues. Combined with various fluorescent labeling techniques, whole-brain optical imaging methods have shown great potential in the brain-wide quantitative profiling of cells, circuits, and blood vessels. In this review, we summarize the principles and implementations of various whole-brain optical imaging methods and provide some concepts regarding their future development.
Animals
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Brain/physiology*
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Brain Mapping/methods*
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Neurons/physiology*
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Optical Imaging/methods*
;
Mammals
10.Characteristics performance of laryngopharyngeal reflux in narrow band imaging.
Niandong ZHENG ; Jiangtao LIU ; Linlin JIANG ; Qian GAO
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(10):804-808
Objective:To study the application value of narrow-band imaging in the diagnosis of laryngopharyngeal reflux. Methods:A total of 275 patients admitted to the inpatient department or laryngoscopy room of the Otolaryngology Head and Neck Surgery Department of the First Affiliated Hospital of Harbin Medical University from September 2022 to April 2023 due to throat discomfort were selected as the research subjects. All of them completed RSI, RFS scoring scales and electronic laryngoscopy(including ordinary white light and NBI). According to the expert consensus of LPRD in 2022, RSI and RFS scoring scale were used as diagnostic criteria to divide them into LPR group and non-LPR group. Chi-square test was used to analyze the differences of positive rates of characteristic manifestations under NBI among different groups. The consistency of NBI and scale diagnostic methods was analyzed by Kappa, and RSI and RFS scoring were used as diagnostic criteria, The diagnostic efficiency of NBI method was analyzed. Results:There were 190 people in the LPR group, 157 of whom showed characteristic performance under the NBI mode, with a positive rate of 82.6%(157/190); there were 85 people in the non-LPR group, with a positive rate of 18.8%(16/85). There was a statistically significant difference in the positive rate between the two groups(χ²=102.47, P<0.05). The consistency rate between RSI, RFS and NBI was 82.2%(226/275). Kappa consistency analysis was used, and Kappa=0.605(P<0.05), indicating good consistency between the two diagnostic methods. Using RSI and RFS as diagnostic criteria for LPR, the sensitivity of NBI diagnostic method was 82.6%(157/190), specificity 81.2%(69/85), positive predictive value 90.8%(157/173) and negative predictive value 67.6%(69/102). Conclusion:Narrow-band imaging, as a new endoscopic imaging technique, can show small changes in mucosal surface micro vessels and play an important role in the diagnosis of laryngopharyngeal reflux.
Humans
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Laryngopharyngeal Reflux/diagnostic imaging*
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Narrow Band Imaging
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Laryngoscopy/methods*
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Pharynx
;
Predictive Value of Tests


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