Jonathan G. Crowston’s research while affiliated with Duke-NUS Medical School and other places

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Publications (112)


Fig. 1. Metabolic signatures with aging. A: Whole retina samples of non-injured retina from 3-and 12 months of age mice underwent metabolic profiling. A total of 100 metabolites were identified. Volcano plot indicating the number and the increase/decrease of significantly changed metabolites in 12 months of age non-injured retinae in comparison to 3 months of age non-injured retinae (p-value < 0.05, red = increased, blue = decreased). Of the 100 measured metabolites 14 were increased and 3 were decreased in retina from 12 months of age mice in comparison to retina from 3 months of age animals. N = 8 mice/group. B: Summary Plot for Kyoto Encyclopedia of Genes and Genomes (KEGG) Over Representation Analysis (ORA) metabolites demonstrates significant pathway enrichment of pathways related to Lysine degradation and valine, leucine and isoleucine degradation and biosynthesis C: The calculated exploratory Receiver Operating Characteristic Curve (ROC) calculated with 10 features (model 3) shows high specificity and sensitivity of the measured metabolites with aging (Area under the curve = 0.987). The 95 percent confidence interval is shown as a band around the ROC curve. D: Plot of predicted class probabilities for all samples using a single biomarker model. The classification boundary is at the center (x = 0.5, dotted line). E Plot of the most important features of a selected model ranked from most to least important. 2 of the most relevant metabolites discriminating between old and young are relevant for intraretinal synaptic signaling.
Fig. 2. Metabolic signatures in retina of 3 months of age mice after IOP injury. A: The calculated principal component analysis (PCA) shows good discrimination between injured and non-injured retina in the 3 months of age animals (squares represent the injured 3-months of age retina, dots represent the non-injured 3 months of age retina). N = 8 mice/group. B: The calculated exploratory Receiver Operating Characteristic Curve (ROC) calculated with 10 features (model 3) shows high specificity and sensitivity of the measured retinal metabolites with injury in 3 months of age mice (Area under the curve = 1). The 95 percent confidence interval is shown as a band around the ROC curve. C: Whole retina samples of injured (single IOP challenge) and non-injured retina from 3 months of age mice underwent metabolic profiling. Of the total of 100 identified metabolites, 18 were up-regulated and 18 were down-regulated in retinae of young animals 3 days after a single IOP elevation injury, as demonstrated in the volcano plot (FDR < 0.05, red = increased, blue = decreased). D: Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of metabolites demonstrates significant pathway enrichment of pathways related to neurotransmission such as Arginine and proline metabolism, Glycine, serine and threonine metabolism and Alanine, aspartate and glutamate metabolism. Another enriched pathway is the taurine and hypotaurine metabolism. E: Plot of the most important features of a selected model (Model 3) ranked from most to least important. Guanidoacetic acid is one main metabolite in this model to discriminate between injured and uninjured retina and is increased in injured retina after IOP a single IOP in 3 months of age animals.
Fig. 3. Metabolic signatures in retina of 12 months of age mice after IOP injury. A: The calculated principal component analysis (PCA) fails to demonstrate discrimination between injured and non-injured retina in the 12 months of age animals (squares represent the injured 12 months of age retina, dots represent the noninjured 12 months of age retina). N = 8 mice/group. B: The calculated exploratory Receiver Operating Characteristic Curve (ROC) calculated with 10 features (model 3) shows lower specificity and sensitivity of the measured metabolites in 12 months of age retina after IOP elevation injury (Area under the curve = 0.811). The 95 percent confidence interval is shown as a band around the ROC curve. C: Whole retina samples of injured (single IOP challenge) and non-injured retina from 12 months of age mice underwent metabolic profiling. Of the total of 100 identified metabolites, 8 were up-regulated and 11 were down-regulated in retinae of old animals 3 days after a single IOP elevation injury, as demonstrated in the volcano plot (FDR < 0.05, red = increased, blue = decreased). D: Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of metabolites demonstrates significant pathway enrichment related to neurotransmission and pathways related to Phenylalanine, tyrosine and tryptophan biosynthesis as well as taurine and hypotaurine metabolism. E Plot of the most important features of a selected model (Model 3) ranked from most to least important.
Fig. 4. Comparison of injury response in both young and middle-aged mice. A: 36 metabolites were significantly differently regulated in the retina of 3 months of age (young) mice after injury in comparison to the non-injured 3 months of age retina, whereas 19 metabolites were significantly differently regulated in the 12 months of age (old) injured retina in comparison to the 12 months of age non-injured control. Of these metabolites, 13 metabolites were found to be differently regulated in both the old and the young retina after injury. All these metabolites showed the same mode of change (increased or decreased levels) in the 12 months of age (black) and the 3 months of age (orange) retina after a single short term IOP elevation injury. N = 8 mice/group. B shows the signal intensity of GABA and Taurine, which are both found in significantly lower levels after IOP injury in the retina of 3 months of age and 12 months of age mice Violin plots show the non-normalized signal intensities. The black bar shows the median, the dotted lines show the 1st and the 3rd quartile. C shows localization of GABA immunoreactivity within the retina. CRALBP staining (green) highlights especially Mueller cells and the retinal pigment epithelium and allows to identify the different retinal layers. GABA immunoreactivity (purple) is seen in the IPL, INL and RGC layer. Exemplary grey scale images of GABA immunoreactivity in the CTRL and at Day 3 after IOP elevation are shown on the right. Arrows with small arrowheads point towards GABA-hi cells and arrows with large arrowheads point towards GABA-lo cells. Scale bar represents182µm D shows the GABA-hi and the GABA-lo cell numbers/182µm in the CTRL and Day-3 post-IOP elevation retina (D3) (* p < 0.05). N = 3 mice/group. E Example traces of eIPSC recordings from 3 months of age mice. eIPSC traces from uninjured controls and 3-days post IOP elevation. Scale = 200 ms x 100 pA. Quantification of the eIPSC amplitude demonstrates a significant reduction in IPSC amplitude 3-days post IOP elevation compared to controls (* p < 0.05). F Quantification of the eIPSC decay time demonstrates a significantly faster IPSC decay 3-days post IOP elevation compared to controls (* p < 0.05). G Example traces of spontaneous IPSC recordings from retinal ganglion cells in 3 months of age mice. sIPSCs were recorded 3-days post IOP elevation as well as from uninjured controls. Scale = 10 ms x 100 pA. Quantification of sIPSC amplitude demonstrates no significant change following IOP elevation (p > 0.05). Quantification of sIPSC frequency demonstrates a significant decrease in IPSC frequency 3-days post IOP elevation compared to controls (** p < 0.01). N = 4-6 mice/group.
Excitatory and inhibitory neurotransmitter alterations with advancing age and injury in the mouse retina
  • Article
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March 2025

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33 Reads

Neurobiology of Aging

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Vicki Chrysostomou

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Markus Karlsson

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[...]

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Jonathan G Crowston
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The Effect of Advancing Age and Intraocular Pressure Injury on Retinal Ganglion Cell Function and Synaptic Connectivity

February 2025

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33 Reads

Age and elevated intraocular pressure (IOP) are the two major risk factors for developing glaucoma, a leading cause of blindness worldwide that is characterized by the loss of retinal ganglion cells (RGCs). Although vision loss is irreversible over the long term, accumulating evidence points to short‐term improvement of vision in glaucoma patients in response to certain interventions, suggesting that RGCs have the capacity to recover function. In the present study, we sought to investigate the mechanisms underlying loss and recovery of RGC function in response to aging and IOP injury, with a focus on synaptic connectivity. Using electroretinography, we found that advancing age was associated with a substantial reduction in function across all retinal layers in the absence of significant cell loss. A superimposed injury induced by IOP elevation led to the selective loss of RGC function in young and middle‐aged mice that was associated with a decrease in paired excitatory synapses. RGC functional recovery after injury was significantly delayed in middle‐aged mice and was mediated through different cellular mechanisms than in young mice. Whereas young mice regained excitatory synaptic inputs from bipolar cells, functional recovery in older mice was instead mediated through an increase in intrinsic RGC excitability, associated with modulation of the action potential threshold and axon initial segment length. Our findings provide new insights into the impact of advancing age on RGC resilience to IOP injury. Boosting the capacity for RGC recovery by reversing the effect of advancing age offers a new therapeutic approach for glaucoma management.


Systemic TRPV4 inhibition worsens retinal response to acute intraocular pressure elevation in older but not younger mice

January 2025

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23 Reads

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1 Citation

Optometry and vision science: official publication of the American Academy of Optometry

SIGNIFICANCE Previous evidence showed that transient receptor potential vanilloid 4 (TRPV4) inhibition was protective of retinal ganglion cell (RGC) loss after chronic intraocular pressure (IOP) elevation in young animals. However, the role of TRPV4 in mechanosensing IOP changes in the aging eye is not well understood. PURPOSE This study compared the recovery of retinal function and structure after acute IOP elevation in 3- and 12-month-old mouse eyes with and without TRPV4 inhibition. METHODS We examined retinal TRPV4 expression in 2-month-old rodent eyes using immunohistochemistry and transcript analysis of isolated macroglia and RGCs. To modulate TRPV4, mice were treated daily with either vehicle or a TRPV4 antagonist (HC-067047 10 mg/kg) delivered intraperitoneally for 7 days before and 7 days after IOP elevation (50 mmHg for 30 minutes). Retinal function and structure were assessed using dark-adapted full-field electroretinography and optical coherence tomography, respectively. RESULTS We showed that Müller cells strongly expressed TRPV4. Seven days after IOP elevation, RGC functional recovery was significantly poorer in older mice treated with TRPV4 antagonist compared with age-matched vehicle controls (−54 ± 7% vs. −24 ± 10%, p=0.046) and their younger TRPV4 antagonist–treated counterparts (−5 ± 5%, p<0.001). CONCLUSIONS This study showed that there was an age-related deficit in RGC functional recovery from IOP elevation with TRPV4 inhibition.


SenMayo transcriptomic senescence panel highlights glial cells in the ageing mouse and human retina

November 2024

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33 Reads

npj Aging

There is a growing need to better characterise senescent cells in the CNS and retina. The recently published SenMayo gene panel was developed to identify transcriptomic signatures of senescence across multiple organ systems, but the retina was not included. While other approaches have identified senescent signatures in the retina, these have largely focused on experimental models in young animals. We therefore conducted a detailed single-cell RNA-seq analysis to identify senescent cell populations in the retina of different aged mice and compared these with five comprehensive human and mouse retina and brain transcriptome datasets. Transcriptomic signatures of senescence were most apparent in mouse and human retinal glial cells, with IL4, 13 and 10 and the AP1 pathway being the most prominent markers involved. Similar levels of transcriptional senescence were observed in the retinal glia of young and old mice, whereas the human retina showed significantly increased enrichment scores with advancing age.


Metabolic analysis of sarcopenic muscle identifies positive modulators of longevity and health span in C. elegans

October 2024

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26 Reads

Sarcopenia is the age-related degeneration of skeletal muscle, resulting in loss of skeletal muscle tone, mass, and quality. Skeletal muscle is a source of systemic metabolites and macromolecules important for neuronal health, function and healthy neuronal aging. Age-related loss of skeletal muscle might result in decreased metabolite and macromolecule availability, resulting in reduced neuronal function or increased susceptibility to unhealthy aging and neurodegenerative diseases. We aimed to identify muscle metabolite candidates that regulate healthy aging. C57BL/6J mice were aged to young adult (4 months) and old age (25 months) and skeletal muscle was collected. Age related muscle loss was confirmed by reduced muscle mass, muscle fiber degeneration, reduced myosin intensity, in addition to a metabolic shift and increased DNA damage in skeletal muscle. Using a low molecular weight enriched metabolomics protocol, we assessed the metabolic profile of skeletal muscle from young adult and old mice and identified 20 metabolites that were significantly changed in aged muscle. These candidate metabolites were tested in C. elegans assays of lifespan, health span, muscle-, and mitochondrial morphology under normal and stressed conditions. We identified four candidate metabolites (beta-alanine, 4-guanidinobutanoic acid, 4-hydroxyproline, pantothenic acid) that when supplemented in C. elegans provided robust gero- and mitochondrial protection. These candidates also affected life-, and health span in C. elegans models of amyotrophic lateral sclerosis and Duchenne muscular dystrophy. Our findings support that aging muscle can be used to identify novel metabolite modulators of lifespan and health and may show promise for future treatments of neurodegenerative and neuromuscular disorders.



Does Bevacizumab Improve Outcomes following Ahmed Glaucoma Valve Implantation for Refractory Glaucoma?: A meta-analysis

January 2024

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25 Reads

Journal of Glaucoma

Prècis Mean IOP, complete and overall success, mean IOP-lowering medications, incidence of hypertensive phase and complications were found to be comparable between patients undergoing Ahmed Glaucoma Valve implantation (AGVI) with adjunctive bevacizumab versus AGVI alone. Purpose This meta-analysis aims to assess how adjunctive bevacizumab impacts the surgical outcomes of Ahmed glaucoma valve implantation (AGVI) compared to AGVI alone in all subtypes of refractory glaucoma. Methods A systematic search of databases for relevant randomised controlled trials (RCTs) was performed in March 2023. Primary outcomes included mean intraocular pressure (IOP) and success rates. Secondary outcomes were mean IOP-lowering medications, incidence of hypertensive phase, and complications. Qualitative assessment, meta-analysis, subgroup analyses, and sensitivity analysis were performed. Results Five RCTs comprising 203 eyes were included in the quantitative analysis. Initial meta-analysis showed a strong yet non-significant trend (all P >0.05) favouring adjunctive bevacizumab in all outcomes of interest. Significant heterogeneity was observed for mean IOP and success outcomes at all timepoints (all I ² >50%). Subgroup analysis of administration route revealed a reduced incidence of hyphaema in the intravitreal bevacizumab (IVB) subgroup (OR, 0.10; 95% CI, 0.02–0.59; P =0.01) with significant heterogeneity persisting in the IVB subgroup for all measures (all I ² >50%). Post hoc sensitivity analysis of studies without concurrent PRP for mean IOP and success outcomes demonstrated more conservative effect sizes with a corresponding decrease in heterogeneity for all measures (all I ² <30%). Conclusion Published studies investigating the role of adjunctive bevacizumab show a strong trend to improved outcomes but contain a relatively small number of participants. This analysis underpins the need for an adequately powered RCT to explore the role of anti-VEGF agents in AGVI surgery.



Fig. 2 RGC transplantation models, methods, and assessment. Each animal and disease/injury model possesses advantages and disadvantages for studying essential aspects of RGC replacement and mimicking different characteristics of optic neuropathies. Donor RGCs can be delivered to the intravitreal (IVT) or subretinal (SR) space, but each route has unique barriers to overcome to achieve structural integration. In addition to integrating within the host retina, donor RGCs must avoid being targeted by the adaptive and innate immune systems. Visualizing donor and host RGCs is essential to translate cell replacement therapies to the clinic, and a combination of techniques is required to properly assess the structural and functional integration of the transplanted cells
Fig. 3 RGC neurocircuitries in healthy, diseased, and transplanted retinas. Bipolar and amacrine cells establish direct contact with RGCs to relay visual information. Different RGC subtypes extend their dendrites into ON and OFF sublamina in the inner plexiform layer and exhibit different electrophysiological responses. Glaucoma causes dendrite retraction and eventual death of RGCs and the activation of astrocytes, microglia, and Müller glia, while photoreceptor, bipolar, amacrine, and horizontal cells are relatively unaffected. RGC transplantation must replace lost RGCs, return the diseased retina to a homeostatic state, and establish neurocircuitry between host and donor cells. While donor RGCs have been shown to survive in the retina, few are currently able to migrate into the ganglion cell layer, with the inner limiting membrane (ILM) serving as a major barrier for intravitreal (IVT) delivery, and even fewer form de novo neurocircuits in the retina
Retinal ganglion cell repopulation for vision restoration in optic neuropathy: a roadmap from the RReSTORe Consortium

September 2023

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930 Reads

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35 Citations

Molecular Neurodegeneration

Retinal ganglion cell (RGC) death in glaucoma and other optic neuropathies results in irreversible vision loss due to the mammalian central nervous system’s limited regenerative capacity. RGC repopulation is a promising therapeutic approach to reverse vision loss from optic neuropathies if the newly introduced neurons can reestablish functional retinal and thalamic circuits. In theory, RGCs might be repopulated through the transplantation of stem cell-derived neurons or via the induction of endogenous transdifferentiation. The RGC Repopulation, Stem Cell Transplantation, and Optic Nerve Regeneration (RReSTORe) Consortium was established to address the challenges associated with the therapeutic repair of the visual pathway in optic neuropathy. In 2022, the RReSTORe Consortium initiated ongoing international collaborative discussions to advance the RGC repopulation field and has identified five critical areas of focus: (1) RGC development and differentiation, (2) Transplantation methods and models, (3) RGC survival, maturation, and host interactions, (4) Inner retinal wiring, and (5) Eye-to-brain connectivity. Here, we discuss the most pertinent questions and challenges that exist on the path to clinical translation and suggest experimental directions to propel this work going forward. Using these five subtopic discussion groups (SDGs) as a framework, we suggest multidisciplinary approaches to restore the diseased visual pathway by leveraging groundbreaking insights from developmental neuroscience, stem cell biology, molecular biology, optical imaging, animal models of optic neuropathy, immunology & immunotolerance, neuropathology & neuroprotection, materials science & biomedical engineering, and regenerative neuroscience. While significant hurdles remain, the RReSTORe Consortium’s efforts provide a comprehensive roadmap for advancing the RGC repopulation field and hold potential for transformative progress in restoring vision in patients suffering from optic neuropathies.



Citations (70)


... 58,64 Antibodies against the transient receptor potential vanilloid 4 (TRPV4) cation channel have been shown to label a subpopulation of astrocytes in the mouse brain. 65 In the retina, TRPV4 has been located in Müller cells of mouse 66,67 and in peripheral retina of human 68 and macaque. 69 ...

Reference:

Immunohistochemistry and Spatial Density of Müller Cells in the Human Fovea
Systemic TRPV4 inhibition worsens retinal response to acute intraocular pressure elevation in older but not younger mice
  • Citing Article
  • January 2025

Optometry and vision science: official publication of the American Academy of Optometry

... We have previously demonstrated impaired functional recovery and increased neuronal loss in response to short term elevation of IOP. A significant impairment in recovery and elevated vulnerability to repeat IOP elevations were already clearly manifest in middle aged mice (12 months of age) compared to young (3 months of age) mice (Chrysostomou et al., 2024;Crowston et al., 2015;Fry et al., 2018;Kong et al., 2009). Whereas full functional recovery is seen in young mice (3 months of age) by 7-days after a single IOP elevation, delayed and incomplete (to 85 % of baseline) recovery is seen in 12 months of age mice. ...

A new model of axon degeneration in the mouse optic nerve using repeat intraocular pressure challenge
  • Citing Article
  • November 2023

Experimental Eye Research

... Since RGCs are the retinal cells foremost susceptible to injury and loss in optic neuritis 45 , we employed a more targeted approach based on AAV-mediated selective expression of human SIRT1 in RGCs and examined the subsequent effects of EAE on the retina transcriptome. Accordingly, female C57Bl6/J mice received at postnatal week 4 intravitreal injections of AAV-SIRT1 vector containing the RGC-selective g-synuclein (SNCG) promoter 46 to target SIRT1 expression to RGCs without affecting other retinal cell types (Fig. 5A). ...

Retinal ganglion cell repopulation for vision restoration in optic neuropathy: a roadmap from the RReSTORe Consortium

Molecular Neurodegeneration

... Remaining physically active and high intensity training is not only an intervention for sarcopenia, but also protects against neurodegenerative diseases. Supporting this, forced and voluntary exercise is profoundly neuroprotective in many animal models of neurodegenerative disease 9,10,11,12,13 . Together, this data supports the importance of systemic and active secretion of macromolecules and metabolites by skeletal muscle. ...

"Doctor, what else can I do for my glaucoma?" Exercise, nicotinamide and other lifestyle interventions
  • Citing Article
  • June 2023

Clinical and Experimental Ophthalmology

... Since mitochondrial dysfunction and ATP depletion contribute to glaucoma pathophysiology, NAM supplementation can have a positive effect on neuroprotection in glaucoma subjects [92]. Although the neuroprotective effect of NAM supplement on the retina in glaucoma subjects has been reported in many in vivo studies and randomised clinical trials [38,103], the oral administration of NAM is considered to be a relatively less efficient method to maintain NAD levels in the retina. In previous studies, the lowest dose used was equivalent to ~ 2.7 g/day for a 60 kg human (the human dose equivalent is based on a mouse dose of 550 mg/kg/d) [102], implying that the ingestion of six tablets a day would be needed to provide effective neuroprotection against the glaucoma progression. ...

Clinical trials in neuroprotection: special considerations
  • Citing Chapter
  • January 2023

... The advancements in generative deep learning (DL) techniques may offer a promising avenue to enhance choroidal visualization from conventional SDOCT data. Generative DL models can artificially create new images based on real datasets and have shown potential in various applications within ophthalmology in fundus and OCT imaging [17][18][19][20][21][22][23][24][25] . However, the use of DL models for qualitative and quantitative assessment of retinal and choroidal biomarkers is still restricted to EDI and SSOCT scans [26][27][28][29] . ...

Evaluation of generated synthetic OCT images in deep‐learning models for glaucoma detection
  • Citing Article
  • December 2022

Acta Ophthalmologica

... Generally from the selected articles, authors aimed to diagnose glaucoma using AI [13][14][15][16][17][18][19][20][21][22][23][24][25][26][27][28][29][30], while one study aimed to identify subtypes of glaucoma [31]. No papers attempted to predict the progression of glaucoma. ...

Time-Frequency Analysis of ERG With Discrete Wavelet Transform and Matching Pursuits for Glaucoma

Translational Vision Science & Technology

... Our review included studies that predict potential DDIs pre-clinically. The performance of models augmented by GAN outperforms those trained using traditionally augmented data using a fraction of the original training dataset 50,51 . GAN can be a useful tool in enhancing prediction accuracy where data is limited. ...

Evaluation of Generative Adversarial Networks for High-Resolution Synthetic Image Generation of Circumpapillary Optical Coherence Tomography Images for Glaucoma

Jama Ophthalmology

... Therefore, this study is crucial for understanding different PhNR studies. Regarding PhNR definitions, previous studies have employed various approaches, including trough measurements before or after the i-wave [18], and fixed-time measurements like t = 65 ms [19] or 72 ms [20]. In our study, we adhered to the example figure in the ISCEV extended protocol for PhNR [1], measuring PhNR at the maximum trough following the initial i-wave. ...

Prediction of glaucoma severity using parameters from the electroretinogram

... In our study, the thicknesses of the RNFL and the GC-IPL were compared to the instrument manufacturer's database, which contains 137 and 164 3-dimensional discs and macula scans, respectively, of healthy persons aged 19-84 years, but included only axial lengths between 22 and 26 mm and spherical equivalent refraction between +3.00 D and −6.00 D. It is expected to find retinal anatomical differences between eyes with 22 mm vs. 26 mm; therefore, adjusting the reference database to the examined eye is necessary. Chua et al. have previously shown that when applying a multivariate normative database with compensated RNFL thickness for multiple demographic and anatomic variation, the deviation alerts were reduced [19]. Thus, there may be advantages to including a larger, broader, adjusted and more in-depth characterised set of reference data. ...

Multivariable normative comparison, a novel method for improved use of the retinal nerve fiber layer thickness to detect early glaucoma
  • Citing Article
  • October 2021

Ophthalmology Glaucoma