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1.
Food Chem X ; 23: 101548, 2024 Oct 30.
Article in English | MEDLINE | ID: mdl-38974200

ABSTRACT

Granaticins are natural pigments derived from microorganisms with promising bioactivity. However, their practical applications have been restricted due to inherent instability. To improve the stability of granaticins from the novel strain Streptomyces vilmorinianum YP1, microcapsules were prepared using gum Arabic (GA) by a freeze-drying method. The optimal parameters for microencapsulation were determined using response surface methodology. Under the optimal conditions (GA 9.2% (v/v), a wall/-core ratio 4.8 (w/w), encapsulating temperature 29 °C), the maximum encapsulation efficiency achieved was 93.64%. The microcapsules were irregular single crystals with an average particle size of 206.37 ± 2.51 nm. Stability testing indicated improved stability of the microencapsulated granaticins. Notably, granaticnic B retention increased by 17.0% and 6.6% after exposure to sunlight and storage at 4 °C, respectively. These finding suggest that GA as a well material significantly enhances the stability of granaticins from S. vilmorinianum YP1, facilitating their potential applications.

2.
J Hazard Mater ; 475: 134924, 2024 Aug 15.
Article in English | MEDLINE | ID: mdl-38880045

ABSTRACT

Nanofiltration (NF) is a promising technology in the treatment of microelectronic wastewater. However, the treatment of concentrate derived from NF system remains a substantial technical challenge, impeding the achievement of the zero liquid discharge (ZLD) goal in microelectronic wastewater industries. Herein, a ZLD system, coupling a two-stage NF technology with anaerobic biotechnology was proposed for the treatment of tetramethylammonium hydroxide (TMAH)-contained microelectronic wastewater. The two-stage NF system exhibited favorable efficacy in the removal of conductivity (96 %), total organic carbon (TOC, 90 %), and TMAH (96 %) from microelectronic wastewater. The membrane fouling of this system was dominated by organic fouling, with the second stage NF membrane experiencing a more serious fouling compared to the first stage membrane. The anaerobic biotechnology achieved a near-complete removal of TMAH and an 80 % reduction in TOC for the first stage NF concentrate. Methyloversatilis was the key genus involved in the anaerobic treatment of the microelectronic wastewater concentrate. Specific genes, including dmd-tmd, mtbA, mttB and mttC were identified as significant players in mediating the dehydrogenase and methyl transfer pathways during the process of TMAH biodegradation. This study highlights the potential of anaerobic biodegradation to achieve ZLD in the treatment of TMAH-contained microelectronic wastewater by NF system.


Subject(s)
Biodegradation, Environmental , Filtration , Quaternary Ammonium Compounds , Wastewater , Wastewater/chemistry , Quaternary Ammonium Compounds/chemistry , Quaternary Ammonium Compounds/metabolism , Anaerobiosis , Waste Disposal, Fluid/methods , Membranes, Artificial , Water Purification/methods , Water Pollutants, Chemical/chemistry , Water Pollutants, Chemical/metabolism , Bioreactors , Electronic Waste , Nanotechnology
3.
Opt Express ; 32(11): 20230-20241, 2024 May 20.
Article in English | MEDLINE | ID: mdl-38859138

ABSTRACT

A low-complexity multi-subcarrier pulse generation scheme is proposed to suppress the interference fading in a phase-sensitive optical time-domain reflectometer (Φ-OTDR) based distributed acoustic sensor (DAS) with heterodyne coherent detection. The multi-subcarrier pulse is generated in the digital domain based on the proper clipping operation of a sine signal. The localization and recovery of the disturbance signal are realized by the spectrum extraction and rotated vector sum (SERVS) method. The experimental results show that the occurrences of interference fading can be significantly reduced. The intensity fluctuation is reduced from ∼75 dB to ∼25 dB. Multiple disturbance signals are successfully demodulated to verify the effectiveness of the proposed method.

4.
Transl Vis Sci Technol ; 13(6): 7, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38874975

ABSTRACT

Purpose: The subsidence of the outer plexiform layer (OPL) is an important imaging biomarker on optical coherence tomography (OCT) associated with early outer retinal atrophy and a risk factor for progression to geographic atrophy in patients with intermediate age-related macular degeneration (AMD). Deep neural networks (DNNs) for OCT can support automated detection and localization of this biomarker. Methods: The method predicts potential OPL subsidence locations on retinal OCTs. A detection module (DM) infers bounding boxes around subsidences with a likelihood score, and a classification module (CM) assesses subsidence presence at the B-scan level. Overlapping boxes between B-scans are combined and scored by the product of the DM and CM predictions. The volume-wise score is the maximum prediction across all B-scans. One development and one independent external data set were used with 140 and 26 patients with AMD, respectively. Results: The system detected more than 85% of OPL subsidences with less than one false-positive (FP)/scan. The average area under the curve was 0.94 ± 0.03 for volume-level detection. Similar or better performance was achieved on the independent external data set. Conclusions: DNN systems can efficiently perform automated retinal layer subsidence detection in retinal OCT images. In particular, the proposed DNN system detects OPL subsidence with high sensitivity and a very limited number of FP detections. Translational Relevance: DNNs enable objective identification of early signs associated with high risk of progression to the atrophic late stage of AMD, ideally suited for screening and assessing the efficacy of the interventions aiming to slow disease progression.


Subject(s)
Macular Degeneration , Neural Networks, Computer , Tomography, Optical Coherence , Humans , Tomography, Optical Coherence/methods , Aged , Female , Male , Macular Degeneration/diagnostic imaging , Macular Degeneration/diagnosis , Macular Degeneration/pathology , Geographic Atrophy/diagnostic imaging , Geographic Atrophy/diagnosis , Disease Progression , Retina/diagnostic imaging , Retina/pathology , Middle Aged , Aged, 80 and over
5.
J Liposome Res ; : 1-12, 2024 May 11.
Article in English | MEDLINE | ID: mdl-38733152

ABSTRACT

Neogambogic acid (NGA), which possesses a variety of anticancer activities, is visualized as an anticancer bioactive ingredient. However, the huge vascular stimulation, poor aqueous solubility, and short half-life restricted its clinical use. In this work, an effective nanocarrier was explored to reduce toxicity and enhance the tumor-targeted delivery. Two liposomal formulations, neogambogic acid liposomes (NGA-L), and hyaluronic acid-coated neogambogic acid liposomes (HA-NGA-L) were prepared and characterized with high encapsulation efficiency, slow pattern of drug release, narrow size distribution and higher stability. The cytotoxicity and cellular uptake of HA-NGA-L were higher than those of NGA-L in MDA-MB-231 cells (high CD44 expression), while no obvious differences in MCF-7 cells with (low CD44 expression), suggesting the CD44-mediated cellular internalization of hyaluronic acid-modified liposomes enhanced the cytotoxicity. Mechanistically, elevation of Bax and caspase-3 as well as downregulation of Bcl-2 led to cell apoptosis. Besides, the vascular stimulation and the hemolysis test indicated good safety of HA-NGA-L. In addition, HA-NGA-L was the effective nanocarrier to repress tumor proliferation in MDA-MB-231 tumor xenograft mouse through CD44 mediated active targeting without any obvious histopathological abnormities on major organs. Immunohistochemistry analysis revealed the enhanced elevation of Bax and caspase-3, and reduced expression of Bcl-2 contribute to apoptosis in tumors. Meanwhile, HA-NGA-L increased the AUC and t1/2 by 5.34-fold and 3.94-fold, respectively. In summary, the present study shows that HA-NGA-L may be safe and effective for the tumor-targeted delivery of neogambogic acid.

6.
Stem Cell Rev Rep ; 2024 May 07.
Article in English | MEDLINE | ID: mdl-38713406

ABSTRACT

Although stem/progenitor cell therapy shows potential for myocardial infarction repair, enhancing the therapeutic efficacy could be achieved through additional genetic modifications. HCLS1-associated protein X-1 (HAX1) has been identified as a versatile modulator responsible for cardio-protective signaling, while its role in regulating stem cell survival and functionality remains unknown. In this study, we investigated whether HAX1 can augment the protective potential of Sca1+ cardiac stromal cells (CSCs) for myocardial injury. The overexpression of HAX1 significantly increased cell proliferation and conferred enhanced resistance to hypoxia-induced cell death in CSCs. Mechanistically, HAX1 can interact with Mst1 (a prominent conductor of Hippo signal transduction) and inhibit its kinase activity for protein phosphorylation. This inhibition led to enhanced nuclear translocation of Yes-associated protein (YAP) and activation of downstream therapeutic-related genes. Notably, HAX1 overexpression significantly increased the pro-angiogenic potential of CSCs, as demonstrated by elevated expression of vascular endothelial growth factors. Importantly, implantation of HAX1-overexpressing CSCs promoted neovascularization, protected against functional deterioration, and ameliorated cardiac fibrosis in ischemic mouse hearts. In conclusion, HAX1 emerges as a valuable and efficient inducer for enhancing the effectiveness of cardiac stem or progenitor cell therapeutics.

7.
Gene ; 923: 148561, 2024 Sep 25.
Article in English | MEDLINE | ID: mdl-38754570

ABSTRACT

Intermuscular bones, which are present in numerous economically significant fish species, have a negative impact on the development of aquaculture. The Asb15b gene, primarily expressed in skeletal muscle, plays a crucial role in regulating protein turnover and the development of muscle fibers. It stimulates protein synthesis and controls the differentiation of muscle fibers. In this study, we employed CRISPR/Cas9 technology to generate homozygous zebrafish strains with 7 bp and 49 bp deletions in the Asb15b gene. Subsequent analyses using skeleton staining demonstrated a substantial reduction in the number of intermuscular bones in adult Asb15b-/- -7 bp and Asb15b-/- -49 bp mutants compared to the wild-type zebrafish, with decreases of 30 % (P < 0.001) and 40 % (P < 0.0001), respectively. Histological experiments further revealed that the diameter and number of muscle fibers in adult Asb15b-/- mutants did not exhibit significant changes when compared to wild-type zebrafish. Moreover, qRT-PCR experiments demonstrated significant differences in the expression of bmp6 and runx2b genes, which are key regulators of intermuscular bone development, during different stages of intermuscular bone development in Asb15b-/- mutants. This study strongly suggests that the Asb15b gene plays a crucial role in regulating intermuscular bone development in fish and lays the groundwork for further exploration of the role of the Asb15b gene in zebrafish intermuscular bone development.


Subject(s)
Zebrafish Proteins , Zebrafish , Animals , Bone and Bones/metabolism , Bone Development/genetics , CRISPR-Cas Systems , Gene Deletion , Gene Expression Regulation, Developmental , Muscle, Skeletal/metabolism , Zebrafish/genetics , Zebrafish Proteins/genetics , Zebrafish Proteins/metabolism , Ankyrin Repeat
8.
Clin Exp Ophthalmol ; 2024 May 30.
Article in English | MEDLINE | ID: mdl-38812454

ABSTRACT

BACKGROUND: To examine whether the clinical performance of predicting late age-related macular degeneration (AMD) development is improved through using multimodal imaging (MMI) compared to using colour fundus photography (CFP) alone, and how this compares with a basic prediction model using well-established AMD risk factors. METHODS: Individuals with AMD in this study underwent MMI, including optical coherence tomography (OCT), fundus autofluorescence, near-infrared reflectance and CFP at baseline, and then at 6-monthly intervals for 3-years to determine MMI-defined late AMD development. Four retinal specialists independently assessed the likelihood that each eye at baseline would progress to MMI-defined late AMD over 3-years with CFP, and then with MMI. Predictive performance with CFP and MMI were compared to each other, and to a basic prediction model using age, presence of pigmentary abnormalities, and OCT-based drusen volume. RESULTS: The predictive performance of the clinicians using CFP [AUC = 0.75; 95% confidence interval (CI) = 0.68-0.82] improved when using MMI (AUC = 0.79; 95% CI = 0.72-0.85; p = 0.034). However, a basic prediction model outperformed clinicians using either CFP or MMI (AUC = 0.85; 95% CI = 0.78-91; p ≤ 0.002). CONCLUSIONS: Clinical performance for predicting late AMD development was improved by using MMI compared to CFP. However, a basic prediction model using well-established AMD risk factors outperformed retinal specialists, suggesting that such a model could further improve personalised counselling and monitoring of individuals with the early stages of AMD in clinical practice.

9.
Environ Sci Technol ; 58(21): 9416-9426, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38662937

ABSTRACT

The polyamide (PA) nanofiltration (NF) membrane has the potential to remove endocrine-disrupting compounds (EDCs) from water and wastewater to prevent risks to both the aquatic ecosystem and human health. However, our understanding of the EDC removal-water permeance trade-off by the PA NF membrane is still limited, although the salt selectivity-water permeance trade-off has been well illustrated. This constrains the precise design of a high-performance membrane for removing EDCs. In this study, we manipulated the PA nanostructures of NF membranes by altering piperazine (PIP) monomer concentrations during the interfacial polymerization (IP) process. The upper bound coefficient for EDC selectivity-water permeance was demonstrated to be more than two magnitudes lower than that for salt selectivity-water permeance. Such variations were derived from the different membrane-solute interactions, in which the water/EDC selectivity was determined by the combined effects of steric exclusion and the hydrophobic interaction, while the electrostatic interaction and steric exclusion played crucial roles in water/salt selectivity. We further highlighted the role of the pore number and residual groups during the transport of EDC molecules across the PA membrane via molecular dynamics (MD) simulations. Fewer pores decreased the transport channels, and the existence of residual groups might cause steric hindrance and dynamic disturbance to EDC transport inside the membrane. This study elucidated the trade-off phenomenon and mechanisms between EDC selectivity and water permeance, providing a theoretical reference for the precise design of PA NF membranes for effective removal of EDCs in water reuse.


Subject(s)
Endocrine Disruptors , Filtration , Membranes, Artificial , Nylons , Water Pollutants, Chemical , Endocrine Disruptors/chemistry , Nylons/chemistry , Water Pollutants, Chemical/chemistry , Water Purification/methods , Water/chemistry , Nanostructures/chemistry
10.
11.
Food Microbiol ; 120: 104486, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38431331

ABSTRACT

Auricularia auricula fermentation was performed to reduce anti-nutritional factors, improve nutritional components, and enhance biological activity of soybean. Results showed that the contents of raffinose, stachyose, and trypsin inhibitor were significantly decreased from initial 1.65 g L-1, 1.60 g L-1, and 284.67 µg g-1 to 0.14 g L-1, 0.35 g L-1, and 4.52 µg g-1 after 144 h of fermentation, respectively. Simultaneously, the contents of polysaccharide, total phenolics, and total flavonoids were increased, and melanin was secreted. The isoflavone glycosides were converted to their aglycones, and the contents of glyctin and genistin were decreased from initial 1107.99 µg g-1 and 2852.26 µg g-1 to non-detection after 72 h of fermentation, respectively. After 96 h of fermentation, the IC50 values of samples against DPPH and ABTS radicals scavenging were decreased from 17.61 mg mL-1 and 3.43 mg mL-1 to 4.63 mg mL-1 and 0.89 mg mL-1, and those of samples inhibiting α-glucosidase and angiotensin I-converting enzyme were decreased from 53.89 mg mL-1 and 11.27 mg mL-1 to 18.24 mg mL-1 and 6.78 mg mL-1, respectively, indicating the significant increase in these bioactivities. These results suggested A. auricula fermentation can enhance the nutritional quality and biological activity of soybean, and the fermented soybean products have the potential to be processed into health foods/food additives.


Subject(s)
Antioxidants , Auricularia , Glycine max , Antioxidants/pharmacology , Antioxidants/metabolism , Fermentation , Fungi/metabolism
12.
Sleep Breath ; 28(3): 1373-1379, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38504043

ABSTRACT

PURPOSE: Obstructive sleep apnoea (OSA) is common, yet often undiagnosed. Self-administered, overnight pulse oximetry (OPO) could screen for OSA in asymptomatic, older populations. However, the inter-night variability of OPO in an asymptomatic, older population is unknown. We determined the inter-night variability of home OPO parameters in an older population and correlated with sleep questionnaires. METHODS: Participants > 50 years without a diagnosis of OSA undertook home OPO for three consecutive nights and completed two sleep questionnaires (STOP-BANG (SBQ) and Epworth Sleepiness Score (ESS)). Analysis was performed with linear mixed models and Spearman's correlation coefficient. RESULTS: There was no difference in oxygen desaturation index (ODI), MeanSpO2, MinimumSpO2, and time spent with SpO2 < 90% (T90) across two or three nights (P ≥ 0.282). However, the variability of all parameters across nights increased with the magnitude of departure from normal values (P ≤ 0.002). All OPO parameters were associated with age (P ≤ 0.034) and body mass index (P ≤ 0.049). There was a weak correlation between three OPO parameters and SBQ (absolute ρ = 0.22 to 0.32; P ≤ 0.021), but not ESS (P ≥ 0.254). CONCLUSION: Inter-night variability of home OPO was minimal when values were near-normal in an older population. However, as values depart from normal, the inter-night variability increases, indicating the need for multiple night recordings. Low correlation to sleep questionnaires suggest the need for more robust OSA questionnaires in an asymptomatic population.


Subject(s)
Mass Screening , Oximetry , Sleep Apnea, Obstructive , Humans , Male , Female , Sleep Apnea, Obstructive/diagnosis , Sleep Apnea, Obstructive/epidemiology , Middle Aged , Aged , Surveys and Questionnaires , Polysomnography
13.
Retina ; 44(7): 1224-1231, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38452352

ABSTRACT

PURPOSE: There is a need for robust earlier biomarkers of atrophic age-related macular degeneration that could act as surrogate endpoints for geographic atrophy (GA) in early interventional trials. This study sought to examine the risk of progression of complete retinal pigment epithelium and outer retinal atrophy (cRORA) to the traditional atrophic endpoint of GA on color fundus photography. This study also compared the risk of progression for cRORA to that associated with the specific optical coherence tomography features that define nascent GA (nGA), a strong predictor of GA development. METHODS: One hundred forty participants with bilateral large drusen at baseline underwent optical coherence tomography imaging and color fundus photography at 6-month intervals for up to 36 months. Optical coherence tomography volume scans were graded for the presence of cRORA and nGA, and color fundus photographs were graded for the presence of GA. The association and rate of progression to GA for cRORA and nGA were examined. RESULTS: Both cRORA and nGA were significantly associated with GA development (adjusted hazard ratio, 65.7 and 76.8 respectively; both P < 0.001). The probability of progression of cRORA to GA over 24 months (26%) was significantly lower than the probability of progression of nGA (38%; P = 0.039). CONCLUSION: This study confirmed that cRORA was a significant risk factor for developing GA, although its rate of progression was slightly lower compared with nGA. While requiring replication in future studies, these findings suggest that the specific features of photoreceptor degeneration used to define nGA appear important when assessing the risk of progression.


Subject(s)
Disease Progression , Geographic Atrophy , Macular Degeneration , Retinal Pigment Epithelium , Tomography, Optical Coherence , Humans , Retinal Pigment Epithelium/pathology , Retinal Pigment Epithelium/diagnostic imaging , Tomography, Optical Coherence/methods , Female , Male , Aged , Geographic Atrophy/diagnosis , Macular Degeneration/diagnosis , Follow-Up Studies , Aged, 80 and over , Visual Acuity , Fluorescein Angiography/methods , Middle Aged , Prospective Studies , Atrophy , Retinal Drusen/diagnosis
14.
Heliyon ; 10(4): e26123, 2024 Feb 29.
Article in English | MEDLINE | ID: mdl-38375295

ABSTRACT

To meet the demand for the track's geometric parameter detection equipment for train speed and high-speed aerodynamics tests, a zero-calibration gauge device is designed with the centering limit, height adjustment and horizontal display function in this paper. The bending situation of the zero-calibration gauge is analyzed and the processing technology is studied, which ensures the rationality and realizability of the design of zero-calibration gauge. Then the gauge zero value and the parallelism of the working surface of zero-calibration gauge have been experimentally tested. The experimental results show that the parameter of gauge zero value is 1434.829 mm with a standard deviation of 1.4 µm. The parallelism of the two upper working surfaces is 1.1 µm, and the parallelism of the two inner working surfaces is 4 µm. Finally, the uncertainty evaluation of zero-calibration gauge is completed. The measurement uncertainty of gauge zero value is 12 µm and the measurement uncertainty of height difference is 6 µm.

15.
J Hazard Mater ; 466: 133594, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38290334

ABSTRACT

Oil fouling is the crucial issue for the separation of oil-in-water emulsion by membrane technology. The latest research found that the membrane fouling rate was opposite to the widely used theoretical prediction by Derjaguin-Landau-Verwey-Overbeek (DLVO) or extended DLVO (XDLVO) theory. To interpret the contradiction, the molecular dynamics was adopted to explore the molecular behavior of oil and emulsifier (Tween 80) at membrane interface with the assistance of DLVO/XDLVO theory and membrane fouling models. The decreased flux attenuation and fitting of fouling models proved that the existence of Tween 80 effectively alleviated membrane fouling. Conversely, DLVO/XDLVO theory predicted that the membrane fouling should be exacerbated with the increase of Tween 80 concentration in O/W emulsion. This contradiction originated from the different interaction energy between oil/Tween 80 molecules and polyether sulfone (PES) membrane. The favorable free energy of Tween 80 was resulted from the sulfuryl groups in PES and hydrogen bonds (O-H…O) formation further strengthened the interaction. Therefore, Tween 80 could preferentially adsorb on membrane surface and form an isolation layer by demulsification and steric hindrance and resist the aggregation of oil, which effectively alleviated membrane fouling. This study provided a new insight in the interpretation of interaction in O/W emulsion.

16.
Invest Ophthalmol Vis Sci ; 65(1): 33, 2024 Jan 02.
Article in English | MEDLINE | ID: mdl-38236187

ABSTRACT

Purpose: To assess the relationship between choriocapillaris (CC) loss and the development of nascent geographic atrophy (nGA) using optical coherence tomography angiography (OCTA) imaging. Methods: In total, 105 from 62 participants with bilateral large drusen, without late age-related macular degeneration (AMD) or nGA at baseline, were included in this prospective, longitudinal, observational study. Participants underwent swept-source OCTA imaging at 6-month intervals. CC flow deficit percentage (FD%) and drusen volume measurements were determined for the visit prior to nGA development or the second-to-last visit if nGA did not develop. Global and local analyses, the latter based on analyses within superpixels (120 × 120-µm regions), were performed to examine the association between CC FD% and future nGA development. Results: A total of 15 (14%) eyes from 12 (19%) participants developed nGA. There was no significant difference in global CC FD% at the visit prior to nGA development between eyes that developed nGA and those that did not (P = 0.399). In contrast, CC FD% was significantly higher in superpixels that subsequently developed nGA compared to those that did not (P < 0.001), and a model utilizing CC FD% was significantly better at predicting foci of future nGA development at the superpixel level than a model using drusen volume alone (P ≤ 0.040). Conclusions: This study showed that significant impairments in CC blood flow could be detected locally prior to the development of nGA. These findings add to our understanding of the pathophysiologic changes that occur with atrophy development in AMD.


Subject(s)
Geographic Atrophy , Macular Degeneration , Humans , Tomography, Optical Coherence , Geographic Atrophy/diagnosis , Prospective Studies , Choroid , Macular Degeneration/diagnosis , Angiography
17.
Ophthalmol Sci ; 4(3): 100428, 2024.
Article in English | MEDLINE | ID: mdl-38284101

ABSTRACT

Purpose: Nascent geographic atrophy (nGA) refers to specific features seen on OCT B-scans, which are strongly associated with the future development of geographic atrophy (GA). This study sought to develop a deep learning model to screen OCT B-scans for nGA that warrant further manual review (an artificial intelligence [AI]-assisted approach), and to determine the extent of reduction in OCT B-scan load requiring manual review while maintaining near-perfect nGA detection performance. Design: Development and evaluation of a deep learning model. Participants: One thousand eight hundred and eighty four OCT volume scans (49 B-scans per volume) without neovascular age-related macular degeneration from 280 eyes of 140 participants with bilateral large drusen at baseline, seen at 6-monthly intervals up to a 36-month period (from which 40 eyes developed nGA). Methods: OCT volume and B-scans were labeled for the presence of nGA. Their presence at the volume scan level provided the ground truth for training a deep learning model to identify OCT B-scans that potentially showed nGA requiring manual review. Using a threshold that provided a sensitivity of 0.99, the B-scans identified were assigned the ground truth label with the AI-assisted approach. The performance of this approach for detecting nGA across all visits, or at the visit of nGA onset, was evaluated using fivefold cross-validation. Main Outcome Measures: Sensitivity for detecting nGA, and proportion of OCT B-scans requiring manual review. Results: The AI-assisted approach (utilizing outputs from the deep learning model to guide manual review) had a sensitivity of 0.97 (95% confidence interval [CI] = 0.93-1.00) and 0.95 (95% CI = 0.87-1.00) for detecting nGA across all visits and at the visit of nGA onset, respectively, when requiring manual review of only 2.7% and 1.9% of selected OCT B-scans, respectively. Conclusions: A deep learning model could be used to enable near-perfect detection of nGA onset while reducing the number of OCT B-scans requiring manual review by over 50-fold. This AI-assisted approach shows promise for substantially reducing the current burden of manual review of OCT B-scans to detect this crucial feature that portends future development of GA. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

18.
Invest Ophthalmol Vis Sci ; 65(1): 36, 2024 Jan 02.
Article in English | MEDLINE | ID: mdl-38241029

ABSTRACT

Purpose: To examine the structure-function relationship in eyes with geographic atrophy (GA) using defect-mapping microperimetry, a testing strategy optimized to quantify the spatial extent of deep visual sensitivity losses. Methods: Fifty participants with GA underwent defect-mapping microperimetry testing of the central 8°-radius region (208 locations tested once with a 10-decibel stimuli) and fundus autofluorescence imaging in one eye. The GA extent in the corresponding central 8°-radius was derived by manual annotations and image co-registration to examine the global structure-function relationship. The distance of each test location from the GA margin was also derived, and regions defined, to examine the local structure-function relationship. Results: GA extent in the central 8° explained a substantial proportion of variance in the percentage of locations missed (nonresponse) on microperimetry at the global level (R2 = 0.90). At a local level, the probability of missing stimuli at the outer junctional zone (0-500 µm outside the GA margin) and GA margin (probability = 7% and 34%, respectively) was higher than at the outer nonlesional zone (>500 µm outside the GA margin; probability = 2%; P < 0.001 for both). The probability of missing stimuli at the inner junctional zone (0-250 µm inside the GA margin) was also lower than at the inner lesional zone (>250 µm inside the GA margin; probability = 64% and 88%; P < 0.001). Conclusions: This study confirms the expected functional relevance of the region with GA on fundus autofluorescence imaging and underscores the potential effectiveness of defect-mapping microperimetry testing for capturing visual function changes when evaluating new GA treatments.


Subject(s)
Geographic Atrophy , Macular Degeneration , Humans , Geographic Atrophy/diagnosis , Visual Field Tests/methods , Tomography, Optical Coherence/methods , Retinal Pigment Epithelium , Vision Disorders/diagnosis , Fluorescein Angiography/methods
19.
Ophthalmol Sci ; 4(2): 100425, 2024.
Article in English | MEDLINE | ID: mdl-38192684

ABSTRACT

Purpose: Complete retinal pigment epithelium (RPE) and outer retinal atrophy (cRORA) on OCT imaging has recently been proposed to describe end-stage atrophy in age-related macular degeneration (AMD) by international consensus and expected to be associated with a dense scotoma, but such functional evidence is lacking. This study sought to examine the visual sensitivity defects associated with cRORA and to determine OCT features associated with deep defects. Design: Observational study. Participants: Sixty eyes from 53 participants, including 342 microperimetry tests over 171 study visits. Methods: Participants underwent targeted high-density threshold-based microperimetry testing of atrophic lesions (with at least incomplete RPE and outer retinal atrophy [iRORA]) with a 3.5° diameter grid. The maximum extent of signs of atrophy for all lesions was graded on OCT imaging. Main Outcome Measures: Number of deep visual sensitivity defects (threshold ≤ 10 decibels [dB]). Results: Presence of choroidal signal hypertransmission ≥ 500 µm, complete RPE loss ≥250 µm, and inner nuclear layer and outer plexiform layer subsidence, and hyporeflective wedge-shaped band (defined as nascent geographic atrophy [nGA]) ≥ 500 µm (P ≤ 0.020), but not RPE attenuation or disruption (P ≥ 0.192), were all independently associated with a significant increase in the number of deep visual sensitivity defects ≤ 10 dB. Only cRORA lesions with hypertransmission ≥ 500 µm or complete RPE loss ≥ 250 µm, or with both of these features (P < 0.001), but not lesions with only hypertransmission 250-499 µm (P = 0.303), had significantly more deep visual sensitivity defects ≤ 10 dB compared with iRORA lesions. Lesions with nGA ≥ 500 µm, irrespective of the presence of hypertransmission ≥ 500 µm and/or complete RPE loss ≥ 250 µm, also showed a higher number of deep visual sensitivity defects ≤ 10 dB compared with lesions without nGA ≥ 500 µm (P ≤ 0.011). Conclusions: Not all cRORA lesions show a difference in the number of deep visual sensitivity defects compared with iRORA. Instead, hypertransmission ≥ 500 µm, complete RPE loss ≥ 250 µm, and nGA ≥ 500 µm are all OCT features independently associated with deep visual sensitivity detects that could help inform the definition of end-stage atrophy on OCT imaging. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

20.
Ophthalmol Sci ; 4(2): 100419, 2024.
Article in English | MEDLINE | ID: mdl-38170082

ABSTRACT

Purpose: To examine the effectiveness of a targeted high-density microperimetry testing strategy for detecting visual sensitivity abnormalities in eyes with nascent geographic atrophy (nGA) when compared with standard central microperimetry testing. Design: Observational study. Participants: Three-hundred and twenty-one eyes from 176 individuals with nonneovascular age-related macular degeneration (AMD). Methods: Thirty-five eyes from 33 participants underwent targeted high-density microperimetry testing of atrophic lesions (either nGA or geographic atrophy [GA]) within a 1.75° radius (or approximately 1000 µm diameter) region. Another cohort of 286 eyes from 143 participants with bilateral large drusen at baseline underwent standard microperimetry testing of the central 6° radius region at 6-monthly intervals for up to 36 months and thus included eyes that developed nGA and GA over the follow-up. All eyes underwent 2 tests at each visit to evaluate intrasession measurement repeatability. Main Outcome Measures: Magnitude of visual sensitivity abnormalities based on mean sensitivity (MS), pointwise sensitivity standard deviation (PSD), and the number of test locations with a threshold of ≤ 10 decibels (dB; or deep defects) in eyes with nGA, compared between eyes that underwent targeted high-density microperimetry testing and standard central microperimetry testing. Results: The magnitude of visual sensitivity abnormalities based on MS, PSD and the number of deep defects were all significantly greater in eyes with nGA using targeted, high-density microperimetry testing compared with eyes with nGA using standard central microperimetry testing (all P < 0.001) and were all significantly less than eyes with GA using targeted, high-density microperimetry testing (all P ≤ 0.004). The intrasession coefficient of repeatability, where 95% of the test-retest differences are expected to occur, for MS in eyes with atrophic changes was 0.9 dB with the targeted, high-density microperimetry testing, and 1.8 dB with standard central microperimetry testing. Conclusions: Targeted, high-density microperimetry testing enabled the detection of a significantly greater magnitude of visual sensitivity abnormalities in eyes with nGA than standard microperimetry testing. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

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