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Journal of Diabetes Science and Technology logoLink to Journal of Diabetes Science and Technology
. 2019 Oct 22;14(6):1095–1103. doi: 10.1177/1932296819882719

Reproducibility of Fixed-luminance and Multi-luminance Flicker Electroretinography in Patients With Diabetic Retinopathy Using an Office-based Testing Paradigm

John J Wroblewski 1,, Christa McChancy 1, Kassandra Pickel 2,*, Hunter Buterbaugh 1, Tyler Wieland 1, Alberto Gonzalez 2
PMCID: PMC7645135  PMID: 31640411

Abstract

Background:

We evaluated the reproducibility of office-based flicker electroretinography (ERG) in patients with nonproliferative diabetic retinopathy (NPDR).

Methods:

An observational study was conducted in which ultra-widefield fluorescein angiography (UWF-FA) was performed on 20 patients with mild-to-moderate NPDR; images were graded by the Fundus Photography Reading Center (Department of Ophthalmology and Visual Sciences, University of Wisconsin, Madison, WI, USA). Fixed- and multi-luminance flicker ERG was repeated four times (greater than or equal to seven days apart). Recording consistency was assessed using intra-class correlation coefficients (ICCs), coefficients of variation, and Pearson correlations.

Results:

82.5% and 17.5% of eyes had mild and moderate NPDR using UWF-FA; 90% of the angiograms were given a high confidence grade. Fixed-luminance phase values were highly reproducible (ICC: 0.949; P < .001). There was a significant negative correlation between fixed-luminance phase and log-corrected ischemic index values (−0.426; P = .015).

Conclusions:

Office-based, fixed-luminance phase values are highly reproducible and negatively correlate with retinal ischemia in NPDR, suggesting that global retinal dysfunction may be reliably quantified early in patients with diabetes.

Keywords: diabetic retinopathy, diagnostic testing, flicker electroretinography retinal dysfunction, ultra-widefield fluorescein angiography

Introduction

Traditionally, treatment for diabetic retinopathy (DR) is reserved for patients with clinically significant macular edema (CSME),1,2 severe nonproliferative diabetic retinopathy (NPDR), and proliferative diabetic retinopathy (PDR).3,4 At these advanced stages of retinopathy, patients can be treated with laser photocoagulation, intravitreal steroids, vascular endothelial growth factor (VEGF) inhibitors, or a combination.4-10 In 2017, the Food and Drug Administration extended the application of ranibizumab to patients with all stages of DR, with or without diabetic macular edema (DME).11,12

Before 2017, no treatment regimens were recommended for patients with mild-to-moderate NPDR without DME.2 Current guidelines recommend that these patients be monitored every 6-36 months for progression of DR.4,13 The extended approval of ranibizumab provides new treatment options for patients with mild-to-moderate NPDR without DME. To the best of our knowledge, however, no standardized guidelines have been established for the initiation, duration, or monitoring of ranibizumab treatment in these patients.

Stereoscopic fundus photography is the gold standard for the structural assessment and staging of DR.14-16 Traditionally, 60° fluorescein angiography has been used to aid in classifying DR.17 More recently, ultra-widefield fluorescein angiography (UWF-FA) has become an invaluable adjuvant for the accurate classification and monitoring of DR.18-22 UWF-FA, however, still requires a qualitative and subjective assessment of the image.20-22 Optical coherence tomography (OCT), which has been widely used in the diagnosis and follow-up of eyes with DME,23,24 is an objective and quantitative test. However, the use of widefield spectral domain OCT, employing a specific montaging software capable of providing a global structural analysis of the retina,25 has yet to become commonplace in the management of DR.

Full-field electroretinography (ERG; eg, flicker) is the only available technology with the ability to provide objective, quantitative, and global assessment of retinal function. Electrophysiologic studies performed in the laboratory on patients with severe NPDR and PDR have shown flicker ERG to be a sensitive and reliable test26,27 and an effective assessor of drug efficacy in patients receiving anti-VEGF therapy.28,29 To date, flicker ERG testing designed to quantify the degree of DR in an office-based setting has yet to be investigated.

We evaluated the inter-session reproducibility of office-based NOVA™ (Diopsys, Inc., Pine Brook, NJ, USA) flicker ERG in patients with mild-to-moderate NPDR. A secondary objective was to investigate the correlation between flicker parameters and the extent of retinal ischemia as defined by UWF-FA.

Methods

Study Design and Patient Population

The protocol was approved by the Sterling Institutional Review Board and conducted in accordance with the Declaration of Helsinki and the Health Insurance Portability and Accountability Act. The study was designed as a single-center, observational case series. All research activities were performed at Cumberland Valley Retina Consultants (Hagerstown, MD, USA). The research procedures were explained to all participants, and all 20 patients provided written consent to participate in the study.

All potential participants underwent a comprehensive ophthalmologic evaluation, including review of medical records, best-corrected visual acuity (BCVA) testing, slit-lamp biomicroscopy, intraocular pressure measurement with Goldmann applanation tonometry, dilated slit-lamp fundus examination with a 90-diopter or fundus contact lens, and indirect ophthalmoscopic examination with a 20-diopter lens. Forty eyes in 20 consecutive patients with presumed mild-to-moderate NPDR without CSME and BCVA better than or equal to 20/50 were included. Eyes with dense cataract or active macular edema were excluded. Other key exclusion criteria included a history of optic neuropathy or vasculopathy known to affect visual function, glaucoma, panretinal photocoagulation, vitreous surgery, focal macular laser (less than or equal to two months), anti-VEGF/intravitreal steroidal therapy (less than or equal to four months), or ocular surgery (less than or equal to six months). Patients with any condition that might impact ERG data acquisition such as tremor, blepharospasm, dry eye, or seizure disorder also were excluded.

Procedures

UWF-FA (Optos 200Tx ultra-widefield™ retinal imaging system, Dunfermline, UK) was obtained on both eyes following standard intravenous infusion with 5 cm3 of 10% sodium fluorescein. Two certified retinal photographers performed the UWF-FA, and images were sent to the Fundus Photography Reading Center (Department of Ophthalmology and Visual Sciences, University of Wisconsin, Madison, WI, USA), where a confidence score, area of nonperfusion value, and ischemic index grade were given to each eye by a masked reader.19-21 The ischemic index grade was calculated by dividing the sum of the areas of nonperfusion by the total visible UWF-FA area for that eye and corrected for using a methodology previously described.30 A higher ischemic index value indicates a greater amount of fundus capillary closure. A grade of mild or moderate NPDR was given to each eye by evaluating the degree of retinopathy (presence of microaneurysms, intra-retinal hemorrhages, and intra-retinal microvascular abnormalities) within the whole of the UWF angiogram.

Flicker ERG was performed with the in-office NOVA ERG system in an illuminated room, free of visual and audible distractions. Light-adapted participants were not dilated and instructed to fixate on a target using the fellow eye (eye not been tested). Flicker ERG was recorded from both eyes using Diopsys hypoallergenic skin electrodes. For this configuration, three electrodes were used per test: one active/reference electrode positioned at the lower lid of each eye and a ground electrode placed at center of forehead (eg, while testing OD (right eye), the OD lid sensor worked as the active electrode, and the OS (left eye) lid sensor worked as the reference electrode). The skin was thoroughly prepared by cleaning with eyelid cleanser (OCuSOFT®, Inc., Richmond, TX, USA) to ensure good, stable electrical conductivity. Electrode impedances were kept below 5 kΩ. Full-field stimulation was used to provide uniform luminance over the entire retina using a hand-held Mini Ganzfeld Stimulator (LKC Technologies, Inc., Gaithersburg, MD, USA).

For fixed-luminance flicker ERG, the stimulus (as suggested by International Society for Clinical Electrophysiology of Vision [ISCEV] standards) consisted of white flashes flickering at 32 Hz over a white background.31,32 Onset and offset times were 5 and 26.25 ms, respectively. White flash luminosity was 3 cd *s*m-2 over a white background of 28 cd/m2. Signal contaminated by eye blinks or gross eye saccades was rejected automatically over a threshold voltage of 50 μV.

For multi-luminance flicker ERG protocol, a sequence of six steps of increasing luminance was presented. Each step lasted 4 s with a 600-ms break between steps. Luminance increased exponentially (until maximum ISCEV standard was reached) as follows: 0.16, 0.32, 0.64, 1.28, 2.56, and 3.00 cd*s*m-2.

Analog signals were amplified 20 000 times, band-pass filtered with cut-off frequencies of 0.5 and 100 Hz, and digitized at 2 048 samples/s. The A-to-D converter (A/D) had a resolution of 12 bits. The voltage range of the A/D was programmed to ±5 V. Synchronized single channel was recorded, generating a time series of 512 data points per analysis window.

Flicker ERGs were repeated on four separate days (greater than or equal to seven days apart) for each participant by one of three certified operators. All four ERG sessions were performed using the same Diopsys machine in the same office location. Two different office locations, each with its own machine, were used. The location of each machine and the ambient lighting in each testing room remained constant for the study duration. Total time was ~20 min/session (90 s of data collection).

Statistical Analysis

Results are reported as means and standard deviations (SDs). The Shapiro–Wilk test was used as a test of normality given the small sample size. Mean values and normal ranges were analyzed with 95% confidence intervals. Between-session reproducibility determines the ability to detect change over time. Consistency of recordings between visits was calculated using the coefficient of variation (CV) and intra-class correlation coefficients (ICCs). Correlations among flicker ERG variables and UWF-FA ischemic index were calculated using Pearson correlation coefficients. Ischemic index values were assessed for normality, and it was determined that the data had a non-normal, logarithmic distribution. Thus, ischemic index values were logarithmically transformed for the calculation of correlations. SPSS v.20.0 for Windows (IBM Corporation, Armonk, NY, USA) was used for all statistical analyses. A P-value of <.05 was considered statistically significant.

Results

Patient Disposition

Twenty consecutive patients with mild-to-moderate NPDR were evaluated. Table 1 provides a per-patient listing of demographic and clinical characteristics. Overall, mean age was 64.5 years (age range 40-75); all patients were white. Seventeen patients had type 2 diabetes; three patients had type 1 diabetes. Mean duration of diabetes was 22 years (range 12-30). Thirty-five percent (n = 14) of eyes had previous focal macular laser photocoagulation, none of which was performed less than two months prior to enrolment. Eight percent (n = 3) of eyes had previous anti-VEGF therapy; no eyes had previous intravitreal steroid treatment.

Table 1.

Individual Patient Listing: Demographic and Clinical Characteristics.

Patient # Age Sex Diabetes
Vision
Previous macular laser
Type Duration, y Right eye Left eye Right eye Left eye
001 61 F 2 19 20/30 20/25 Yes No
002 58 F 2 15 20/30 20/40 No No
003 66 F 2 12 20/20 20/20 No No
004 75 M 2 27 20/25 20/25 No No
005 64 F 2 15 20/40 20/25 No No
006 62 F 2 17 20/20 20/20 No No
007 70 F 2 25 20/25 20/20 Yes Yes
008 72 F 2 30 20/16 20/25 Yes No
009 72 M 2 30 20/30 20/25 No Yes
010 69 M 2 13 20/20 20/20 No No
011 73 F 2 23 20/20 20/20 No No
012 57 F 2 16 20/20 20/20 Yes No
013 65 F 2 28 20/30 20/40 No Yes
014 40 M 1 23 20/20 20/20 No Yes
015 68 F 2 22 20/25 20/20 No No
016 68 F 2 20 20/25 20/30 No No
017 54 F 1 28 20/25 20/25 Yes Yes
018 68 M 2 29 20/50 20/50 Yes Yes
019 58 M 1 30 20/20 20/20 No Yes
020 69 F 2 18 20/20 20/20 No Yes

Abbreviations: F, female; M, male.

UWF-FA

As graded by the Fundus Photography Reading Center, 82.5% (n = 33) of eyes had mild NPDR; 17.5% (n = 7) had moderate NPDR. Ninety percent (n = 36) of eyes had a high confidence score (Figure 1); four eyes had an adequate confidence score. The mean (SD) corrected ischemic index was 0.0116 (0.0227); values ranged from 0.0002 to 0.1219 (Table 2).

Figure 1.

Figure 1.

UWF-FA results of patient #014 with mild NPDR in both eyes. (a) Right eye with an absent ischemic index. (b) Left eye with an ischemic index of 0.0022 as determined by the Fundus Photography Reading Center.

NPDR, nonproliferative diabetic retinopathy; UWF-FA, ultra-widefield fluorescein angiogram.

Table 2.

Individual Patient Listing: Wisconsin Reading Center Ultra-widefield Fluorescein Angiogram Results.

Patient # Confidence score Score reason Right eye
Left eye
Area of nonperfusion Ischemic index NPDR severity Area of nonperfusion Ischemic index NPDR severity
001 CS1: High n/a Absent Absent Mild 10.60 0.0147 Mild
002 CS1: High n/a 1.89 0.0025 Mild 3.59 0.0045 Mild
003 CS1: High n/a 1.36 0.0018 Mild Absent Absent Mild
004 CS2: Adequate Unknown 2.17 0.0030 Moderate 1.57 0.0020 Mild
005 CS1: High n/a Absent Absent Mild Absent Absent Mild
006 CS1: High n/a 0.76 0.0010 Mild 0.59 0.0008 Mild
007 CS2: Adequate Patient 81.53 0.1219 Moderate 34.71 0.0611 Moderate
008 CS1: High n/a 5.26 0.0076 Mild Absent Absent Mild
009 CS1: High n/a 28.36 0.0418 Moderate 10.67 0.0144 Moderate
010 CS1: High n/a 2.75 0.0046 Moderate 8.12 0.0120 Mild
011 CS1: High n/a 16.08 0.0241 Mild 20.36 0.0287 Moderate
012 CS1: High n/a Absent Absent Mild 8.14 0.0104 Mild
013 CS1: High n/a Absent Absent Mild 2.39 0.0030 Mild
014 CS1: High n/a Absent Absent Mild 1.58 0.0022 Mild
015 CS1: High n/a 1.45 0.0020 Mild 16.12 0.0233 Mild
016 CS1: High n/a 31.67 0.0479 Mild 4.17 0.0063 Mild
017 CS1: High n/a 0.78 0.0011 Mild 0.13 0.0002 Mild
018 CS1: High n/a 2.38 0.0036 Mild 4.18 0.0067 Mild
019 CS1: High n/a 3.29 0.0047 Mild 1.63 0.0023 Mild
020 CS1: High n/a 1.61 0.0020 Mild 1.18 0.0016 Mild

Abbreviations: CS, confidence score; NPDR, nonproliferative diabetic retinopathy.

Flicker ERG

Ninety-six percent (307/320) of possible ERG tests were performed. Of 20 patients, 30% (n = 6), 50% (n = 10), 15% (n = 3), and 5% (n = 1) had their testing completed in four, five, six, and eight weeks, respectively (supplemental Table). The mean testing period was five weeks. Diopsys in-office testing was well tolerated, easily repeatable, and quick to perform.

Fixed- and multi-luminance magnitude values and fixed-luminance phase values were highly reproducible (Table 3). Fixed-luminance phase values were the most reproducible (ICC = 0.949; P < .001) (Figure 2). Fixed-luminance phase values demonstrated low inter-session variability (Table 3). There was a statistically significant negative correlation between fixed-luminance phase and ischemic index values (−0.426; P = .015). No correlations were found between flicker ERG values and eyes with a previous history of macular photocoagulation.

Table 3.

Flicker Inter-session Reproducibility.

Endpoint Intra-class correlations
Coefficients of variance
ICCa 95% CI P-value
Fixed-luminance ERG
 Magnitude 0.833 0.723, 0.907 <.001 0.252
 Phase 0.949 0.915, 0.971 <.001 0.036
Multi-luminance ERG
 Magnitude 0.919 0.608, 0.846 <.001 0.239
 Phase 0.657 0.416, 0.816 <.001 0.086

Abbreviations: CI, confidence interval; ICC, intra-class correlation coefficient.

a

Type A intra-class correlation coefficient using an absolute agreement definition.

Figure 2.

Figure 2.

(a-d) Diopsys reports illustrating fixed-luminance magnitude and phase values of the right and left eyes of patient #014 acquired over a five-week testing period. The mean phase values of the right and left eyes were 312.15 and 308.87, respectively, which were highly reproducible. The left eye had a lower mean phase value, which corresponded with a greater degree of retinal ischemia, as determined by the Fundus Photography Reading Center (see Figure 1).

Discussion

This study found that fixed-luminance flicker phase values are highly reproducible across multiple testing sessions performed at least seven days apart and are negatively correlated with the degree of retinal ischemia in NPDR.

DR is characterized by superficial and deep capillary plexus microangiopathy, chronic microglia-induced inflammation, and primary hyperglycemia-induced neurodegeneration.33-38 Diabetic neural and neurovascular dysfunction precedes the onset of overt clinical retinopathy,39,40 with neurovascular uncoupling preceding neural dysfunction in type 1 diabetic eyes.41 In addition, electrophysiologic studies on patients with type 1 and type 2 diabetes have confirmed the existence of retinal dysfunction in the absence of visible microvasculopathy.42-44 Thus, flicker ERG, a test assessing global retinal cone and bipolar cell function, may be a more effective metric of diabetes-induced retinal damage than a structural evaluation designed to address ischemia and morphology such as fluorescein angiography.45,46

In addition to the primary pathologic effect that chronic hyperglycemia has on the neuroretina, choroidal and choriocapillary alterations have been reported on postmortem diabetic eyes,47-49 and in-vivo choriocapillary flow impairment has been documented with swept-source optical coherence tomography angiography.50 These findings suggest the potential for hyperglycemia-driven, choroid-induced photoreceptor dysfunction. As a result, diabetes-induced choroidal alterations may theoretically contribute to flicker ERG responses that are primarily cone-driven. To summarize, all major cell types and layers of the retina are altered in diabetes, with retinal dysfunction being the result of the pathologic interplay between endothelial cells, microglia, astrocytes, Müller cells, and neurons.33 Flicker ERG offers a unique opportunity to quantify the total effect of this pathologic interplay on cone and bipolar cell function.

Photopic ERG implicit time delays have been shown to increase significantly as the severity of DR progresses from mild to severe NPDR.51 Moreover, 30-Hz flicker ERG B-wave implicit times obtained in the laboratory have long been described as a reliable, objective diagnostic tool in quantifying global retinal dysfunction in DR.52-54 In particular, 30-Hz flicker B-wave implicit times are delayed in DR, with the magnitude of delay increasing with increasing disease severity.52,55,56 Thus, flicker implicit times can theoretically be used to detect and quantify early disease and potentially be implemented to monitor DR progression.

Recently, mydriasis-free ERG recording with skin electrodes in healthy eyes has been described.57 Furthermore, this hand-held device, which utilizes skin electrodes, has been proven to be an accurate screening test for identifying the absence of vision-threatening DR.27 High intra-session reproducibility of the fixed-luminance phase parameter (ICC = 0.98) using office-based Diopsys NOVA technology, a testing methodology that also employs skin electrodes and mydriasis-free recording, has previously been established in healthy eyes.58 This study, which utilized a similar testing methodology, sought to additionally determine the inter-session reproducibility of the Diopsys NOVA flicker ERG in a clinical setting of diseased eyes with mild-to-moderate NPDR.

Of the four parameters tested, the fixed-luminance phase value, a frequency domain analog of the time domain B-wave implicit time, was the most highly reproducible across testing sessions. This finding is especially noteworthy, as multiple variables such as blood pressure, renal status, patient age, duration of disease, pupil size, time of day when testing was performed, and retinopathy grade could theoretically impact retinal performance and thus confound the degree of inter-session reproducibility over a four- to eight-week testing period. Furthermore, similar to previous reports investigating ERG and retinal ischemia in DR,52-55 flicker phase in our study was found to negatively correlate with ischemic index as measured using UWF-FA and therefore, possibly the degree of retinopathy severity. Thus, the phase value of the fixed-luminance flicker test is highly reproducible and could be used as a functional metric to quantify the level of baseline retinopathy and also be used to monitor retinopathy progression.56

Thirty-five percent (14/40) of eyes had a previous history of a single episode of focal macular photocoagulation, most of which had been performed years previously. A separate analysis comparing the flicker ERG values of these eyes with those of eyes without a previous history of macular photocoagulation yielded no significant between-group difference in electrophysiologic responses. This finding is not surprising given that the vast majority of the total cone population in the human retina is located outside the macular area.59-61 Flicker ERG, being a full-field electroretinographic test, stimulates the majority of the retinal surface, even through an undilated pupil.27,57 As such, one would not expect to discern a difference in flicker ERG responses in eyes with limited macular cone loss from previous focal photocoagulation.

The Diabetic Retinopathy Severity Scale (DRSS), which divides DR into 13 levels ranging from absence of retinopathy to severe vitreous hemorrhage, is used to describe overall retinopathy severity and change in severity over time.14,15 Two classes of intravitreal therapies have been shown to benefit DRSS: anti-VEGF therapy and corticosteroids.62-66 Intravitreal ranibizumab and aflibercept have been shown to reduce the risk of worsening retinopathy and improve DRSS in a significant percentage of patients.63,64,67,68 Moreover, treatment with both ranibizumab and aflibercept can be associated with reperfusion of areas of retinal capillary closure as demonstrated with UWF-FA.69 Thus, in light of the aforementioned negative correlation between flicker phase and retinal capillary nonperfusion, it is reasonable to suggest that flicker ERG could theoretically be utilized to help clinicians decide when to initiate anti-VEGF therapy in eyes with mild-to-moderate NPDR, as well as when to extend the treatment interval and eventually discontinue treatment.29

To date, office-based flicker ERG testing designed to longitudinally quantify the degree of diabetic retinal dysfunction in a clinical setting has yet to be reported. Furthermore, this is the first study designed to evaluate the reproducibility of office-based flicker ERG. As such, a detailed comparative analysis with similar studies is not possible owing to our unique, in-office study design. However, ERG studies performed in the laboratory on patients with mild-to-severe NPDR and PDR have been reported and have shown ERG to be a sensitive and reliable test of retinal dysfunction.70

Study limitations primarily include the size and characteristics of the patient population, which limit the extent to which the results can be extrapolated to the general population of patients with DR. That is, the sample size of 20 white patients (40 eyes) was small, and the age range was relatively narrow. Moreover, the majority (85%) of patients had type 2 diabetes. However, INDIGO a larger, multicenter, longitudinal, observational study quantitatively evaluating retinal dysfunction in patients with DR using office-based flicker ERG is currently underway. INDIGO is recruiting patients with diverse demographic (eg, age range) and clinical (eg, type of diabetes and duration of disease) characteristics.

Our preliminary findings suggest that office-based flicker ERG, especially the fixed-luminance phase parameter, is highly reproducible and could be reliably used as a biomarker to initially characterize and quantify global retinal cone and bipolar cell dysfunction in diabetes and potentially be employed to follow eyes with mild-to-moderate NPDR over time. Additional potential applications include serving as an adjuvant to fluorescein angiography and supporting the management of anti-VEGF therapy.

Supplemental Material

Wroblewski_Suppl_Table – Supplemental material for Reproducibility of Fixed-luminance and Multi-luminance Flicker Electroretinography in Patients With Diabetic Retinopathy Using an Office-based Testing Paradigm

Supplemental material, Wroblewski_Suppl_Table for Reproducibility of Fixed-luminance and Multi-luminance Flicker Electroretinography in Patients With Diabetic Retinopathy Using an Office-based Testing Paradigm by John J. Wroblewski, Christa McChancy, Kassandra Pickel, Hunter Buterbaugh, Tyler Wieland and Alberto Gonzalez in Journal of Diabetes Science and Technology

Acknowledgments

Barbara A. Blodi, MD, and Ellie Corkery, Research Program Manager, of the Fundus Photography Reading Center, University of Wisconsin, provided the fluorescein angiogram analyses. Linda A. Goldstein, PhD, CMPP of The Write Source, MSC, LLC, provided editorial assistance during the preparation of this manuscript. Editorial support was funded by Diopsys, Inc.

Footnotes

Declaration of Conflicting Interests: The author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: This study was funded by Diopsys, Inc. Dr Wroblewski serves as a speaker for Diopsys, Inc. Dr Gonzalez is an employee of Diopsys, Inc. Ms Pickel was an employee of Diopsys, Inc. at the time the study was conducted. None of the other authors have relevant financial disclosures.

Funding: The author(s) received no financial support for the research, authorship, and/or publication of this article.

Supplemental Material: Supplemental material for this article is available online.

References

  • 1. Photocoagulation for diabetic macular edema. Early Treatment Diabetic Retinopathy Study report number 1. Early Treatment Diabetic Retinopathy Study research group. Arch Ophthalmol. 1985;103(12):1796-1806. [PubMed] [Google Scholar]
  • 2. Early photocoagulation for diabetic retinopathy. ETDRS report number 9. Early Treatment Diabetic Retinopathy Study Research Group. Ophthalmology. 1991;98(suppl 5):766-785. [PubMed] [Google Scholar]
  • 3. American Academy of Ophthalmology. International Clinical Diabetic Retinopathy Disease Severity Scale. San Francisco, CA: : American Academy of Ophthalmology; ; 2002. [Google Scholar]
  • 4. American Academy of Ophthalmology Retina/Vitreous Panel. Preferred Practice Pattern® Guidelines. Diabetic Retinopathy. San Francisco, CA: American Academy of Ophthalmology; 2017. [Google Scholar]
  • 5. Photocoagulation treatment of proliferative diabetic retinopathy. Clinical application of Diabetic Retinopathy Study (DRS) findings, DRS Report Number 8. The Diabetic Retinopathy Study Research Group. Ophthalmology. 1981;88(7):583-600. [PubMed] [Google Scholar]
  • 6. Bressler SB, Qin H, Melia M, et al. Exploratory analysis of the effect of intravitreal ranibizumab or triamcinolone on worsening of diabetic retinopathy in a randomized clinical trial. JAMA Ophthalmol. 2013;131(8):1033-1040. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Dervenis N, Mikropoulou AM, Tranos P, Dervenis P. Ranibizumab in the treatment of diabetic macular edema: a review of the current status, unmet needs, and emerging challenges. Adv Ther. 2017;34(6):1270-1282. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Domalpally A, Ip MS, Ehrlich JS. Effects of intravitreal ranibizumab on retinal hard exudate in diabetic macular edema: findings from the RIDE and RISE phase III clinical trials. Ophthalmology. 2015;122(4):779-786. [DOI] [PubMed] [Google Scholar]
  • 9. Messias A, Ramos Filho JA, Messias K, et al. Electroretinographic findings associated with panretinal photocoagulation (PRP) versus PRP plus intravitreal ranibizumab treatment for high-risk proliferative diabetic retinopathy. Doc Ophthalmol. 2012;124(3):225-236. [DOI] [PubMed] [Google Scholar]
  • 10. Writing Committee for the Diabetic Retinopathy Clinical Research Network, Gross JG, Glassman AR, et al. Panretinal photocoagulation vs intravitreous ranibizumab for proliferative diabetic retinopathy: a randomized clinical trial. JAMA. 2015;314(20):2137-2146. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11. Genentech. FDA Approves Genetech’s Lucentis (Ranibizumab Injection) for Diabetic Retinopathy, the Leading Cause of Blindness among Working Age Adults in the United States. South San Francisco, CA: Genentech; 2017. https://www.gene.com/media/press-releases/14661/2017-04-17/fda-approves-genentechs-lucentis-ranibiz. Accessed September 13, 2018. [Google Scholar]
  • 12. Nguyen QD, Brown DM, Marcus DM, et al. Ranibizumab for diabetic macular edema: results from 2 phase III randomized trials: RISE and RIDE. Ophthalmology. 2012;119(4):789-801. [DOI] [PubMed] [Google Scholar]
  • 13. DCCT/EDIC Research Group, Nathan DM, Bebu I, et al. Frequency of evidence-based screening for retinopathy in type 1 diabetes. N Engl J Med. 2017;376(16):1507-1516. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14. Grading diabetic retinopathy from stereoscopic color fundus photographs–an extension of the modified Airlie House classification. ETDRS report number 10. Early Treatment Diabetic Retinopathy Study Research Group. Ophthalmology. 1991;98(suppl 5):786-806. [PubMed] [Google Scholar]
  • 15. Fundus photographic risk factors for progression of diabetic retinopathy. ETDRS report number 12. Early Treatment Diabetic Retinopathy Study Research Group. Ophthalmology. 1991;98(suppl 5):823-833. [PubMed] [Google Scholar]
  • 16. American Academy of Ophthalmology. Information Statement: Screening for Diabetic Retinopathy. San Francisco, CA: American Academy of Ophthalmology; 2014. https://www.aao.org/clinical-statement/screening-diabetic-retinopathy. Accessed September 13, 2018. [Google Scholar]
  • 17. Classification of diabetic retinopathy from fluorescein angiograms. ETDRS report number 11. Early Treatment Diabetic Retinopathy Study Research Group. Ophthalmology. 1991;98(suppl 5):807-822. [PubMed] [Google Scholar]
  • 18. Silva PS, Cavallerano JD, Haddad NM, et al. Peripheral lesions identified on ultrawide field imaging predict increased risk of diabetic retinopathy progression over 4 years. Ophthalmology. 2015;122(5):949-956. [DOI] [PubMed] [Google Scholar]
  • 19. Silva PS, Dela Cruz AJ, Ledesma MG, et al. Diabetic retinopathy severity and peripheral lesions are associated with nonperfusion on ultrawide field angiography. Ophthalmology. 2015;122(12):2465-2472. [DOI] [PubMed] [Google Scholar]
  • 20. Soliman AZ, Silva PS, Aiello LP, Sun JK. Ultra-wide field retinal imaging in detection, classification, and management of diabetic retinopathy. Semin Ophthalmol. 2012;27(5-6):221-227. [DOI] [PubMed] [Google Scholar]
  • 21. Wessel MM, Aaker GD, Parlitsis G, Cho M, D’Amico DJ, Kiss S. Ultra-wide-field angiography improves the detection and classification of diabetic retinopathy. Retina. 2012;32(4):785-791. [DOI] [PubMed] [Google Scholar]
  • 22. Wessel MM, Nair N, Aaker GD, Ehrlich JR, D’Amico DJ, Kiss S. Peripheral retinal ischaemia, as evaluated by ultra-widefield fluorescein angiography, is associated with diabetic macular oedema. Br J Ophthalmol. 2012;96(5):694-698. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23. Nowacka B, Kirkiewicz M, Mozolewska-Piotrowska K, Lubinski W. The macular function and structure in patients with diabetic macular edema before and after ranibizumab treatment. Doc Ophthalmol. 2016;132(2):111-122. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24. Writing Committee for the Diabetic Retinopathy Clinical Research Network, Fong DS, Strauber SF, et al. Comparison of the modified Early Treatment Diabetic Retinopathy Study and mild macular grid laser photocoagulation strategies for diabetic macular edema. Arch Ophthalmol. 2007;125(4):469-480. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25. Pichi F, Carrai P, Bonsignore F, Villani E, Ciardella AP, Nucci P. Wide-field spectral domain optical coherence tomography. Retina. 2015;35(12):2584-2592. [DOI] [PubMed] [Google Scholar]
  • 26. Holopigian K, Greenstein VC, Seiple W, Hood DC, Carr RE. Evidence for photoreceptor changes in patients with diabetic retinopathy. Invest Ophthalmol Vis Sci. 1997;38(11):2355-2365. [PubMed] [Google Scholar]
  • 27. Maa AY, Feuer WJ, Davis CQ, et al. A novel device for accurate and efficient testing for vision-threatening diabetic retinopathy. J Diabetes Complications. 2016;30(3):524-532. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Comyn O, Sivaprasad S, Peto T, et al. A randomized trial to assess functional and structural effects of ranibizumab versus laser in diabetic macular edema (the LUCIDATE study). Am J Ophthalmol. 2014;157(5):960-970. [DOI] [PubMed] [Google Scholar]
  • 29. Holm K, Schroeder M, Lovestam Adrian M. Peripheral retinal function assessed with 30-Hz flicker seems to improve after treatment with Lucentis in patients with diabetic macular oedema. Doc Ophthalmol. 2015;131(1):43-51. [DOI] [PubMed] [Google Scholar]
  • 30. Kim JH, Jung HG, Chung HJ, Lee K, Sohn J. Simplified correction of ischemic index in diabetic retinopathy evaluated by ultra-widefield fluorescein angiography. Korean J Ophthalmol. 2015;29(3):168-172. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31. McCulloch DL, Marmor MF, Brigell MG, et al. Erratum to: ISCEV Standard for full-field clinical electroretinography (2015 update). Doc Ophthalmol. 2015;131(1):81-83. [DOI] [PubMed] [Google Scholar]
  • 32. McCulloch DL, Marmor MF, Brigell MG, et al. ISCEV Standard for full-field clinical electroretinography (2015 update). Doc Ophthalmol. 2015;130(1):1-12. [DOI] [PubMed] [Google Scholar]
  • 33. Altmann C, Schmidt MHH. The role of microglia in diabetic retinopathy: inflammation, microvasculature defects and neurodegeneration. Int J Mol Sci. 2018;19(1):110. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Jackson GR, Barber AJ. Visual dysfunction associated with diabetic retinopathy. Curr Diab Rep. 2010;10(5):380-384. [DOI] [PubMed] [Google Scholar]
  • 35. Lieth E, Gardner TW, Barber AJ, Antonetti DA; Penn State Retina Research Group. Retinal neurodegeneration: early pathology in diabetes. Clin Exp Ophthalmol. 2000;28(1):3-8. [DOI] [PubMed] [Google Scholar]
  • 36. Parisi V, Uccioli L, Monticone G, et al. Electrophysiological assessment of visual function in IDDM patients. Electroencephalogr Clin Neurophysiol. 1997;104(2):171-179. [DOI] [PubMed] [Google Scholar]
  • 37. Scarinci F, Nesper PL, Fawzi AA. Deep retinal capillary nonperfusion is associated with photoreceptor disruption in diabetic macular ischemia. Am J Ophthalmol. 2016;168:129-138. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Srinivasan S, Dehghani C, Pritchard N, et al. Corneal and retinal neuronal degeneration in early stages of diabetic retinopathy. Invest Ophthalmol Vis Sci. 2017;58(14):6365-6373. [DOI] [PubMed] [Google Scholar]
  • 39. Kawasaki K. Preretinopathic changes in the oscillatory potential in diabetic retina: interpretation and significance. Nippon Ganka Gakkai Zasshi. 1998;102(12):813-836. [PubMed] [Google Scholar]
  • 40. Lecleire-Collet A, Audo I, Aout M, et al. Evaluation of retinal function and flicker light-induced retinal vascular response in normotensive patients with diabetes without retinopathy. Invest Ophthalmol Vis Sci. 2011;52(6):2861-2867. [DOI] [PubMed] [Google Scholar]
  • 41. Lasta M, Pemp B, Schmidl D, et al. Neurovascular dysfunction precedes neural dysfunction in the retina of patients with type 1 diabetes. Invest Ophthalmol Vis Sci. 2013;54(1):842-847. [DOI] [PubMed] [Google Scholar]
  • 42. Juen S, Kieselbach GF. Electrophysiological changes in juvenile diabetics without retinopathy. Arch Ophthalmol. 1990;108(3):372-375. [DOI] [PubMed] [Google Scholar]
  • 43. Parisi V, Uccioli L. Visual electrophysiological responses in persons with type 1 diabetes. Diabetes Metab Res Rev. 2001;17(1):12-18. [DOI] [PubMed] [Google Scholar]
  • 44. Tyrberg M, Lindblad U, Melander A, Lovestam-Adrian M, Ponjavic V, Andreasson S. Electrophysiological studies in newly onset type 2 diabetes without visible vascular retinopathy. Doc Ophthalmol. 2011;123(3):193-198. [DOI] [PubMed] [Google Scholar]
  • 45. Larsson J, Bauer B, Andreasson S. The 30-Hz flicker cone ERG for monitoring the early course of central retinal vein occlusion. Acta Ophthalmol Scand. 2000;78(2):187-190. [DOI] [PubMed] [Google Scholar]
  • 46. Larsson J, Bauer B, Cavallin-Sjoberg U, Andreasson S. Fluorescein angiography versus ERG for predicting the prognosis in central retinal vein occlusion. Acta Ophthalmol Scand. 1998;76(4):456-460. [DOI] [PubMed] [Google Scholar]
  • 47. Cao J, McLeod S, Merges CA, Lutty GA. Choriocapillaris degeneration and related pathologic changes in human diabetic eyes. Arch Ophthalmol. 1998;116(5):589-597. [DOI] [PubMed] [Google Scholar]
  • 48. Lutty GA, Cao J, McLeod DS. Relationship of polymorphonuclear leukocytes to capillary dropout in the human diabetic choroid. Am J Pathol. 1997;151(3):707-714. [PMC free article] [PubMed] [Google Scholar]
  • 49. McLeod DS, Lutty GA. High-resolution histologic analysis of the human choroidal vasculature. Invest Ophthalmol Vis Sci. 1994;35(11):3799-3811. [PubMed] [Google Scholar]
  • 50. Choi W, Waheed NK, Moult EM, et al. Ultrahigh speed swept source optical coherence tomography angiography of retinal and choriocapillaris alterations in diabetic patients with and without retinopathy. Retina. 2017;37(1):11-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51. Satoh S, Iijima H, Imai M, Abe K, Shibuya T. Photopic electroretinogram implicit time in diabetic retinopathy. Jpn J Ophthalmol. 1994;38(2):178-184. [PubMed] [Google Scholar]
  • 52. Bresnick GH, Palta M. Temporal aspects of the electroretinogram in diabetic retinopathy. Arch Ophthalmol. 1987;105(5):660-664. [DOI] [PubMed] [Google Scholar]
  • 53. Holopigian K, Seiple W, Lorenzo M, Carr R. A comparison of photopic and scotopic electroretinographic changes in early diabetic retinopathy. Invest Ophthalmol Vis Sci. 1992;33(10):2773-2780. [PubMed] [Google Scholar]
  • 54. Tahara K, Matsuura T, Otori T. Diagnostic evaluation of diabetic retinopathy by 30-Hz flicker electroretinography. Jpn J Ophthalmol. 1993;37(2):204-210. [PubMed] [Google Scholar]
  • 55. Jansson RW, Raeder MB, Krohn J. Photopic full-field electroretinography and optical coherence tomography in type 1 diabetic retinopathy. Graefes Arch Clin Exp Ophthalmol. 2015;253(7):989-997. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56. Pescosolido N, Fazio S, Rusciano D. Reliability of the implicit time of flicker ERG B-wave as an objective diagnostic tool for retinopathies. JSM Biotechnol Bioeng. 2014;2(2):1037. [Google Scholar]
  • 57. Asakawa K, Amino K, Iwase M, et al. New mydriasis-free electroretinogram recorded with skin electrodes in healthy subjects. Biomed Res Int. 2017;2017:8539747. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58. Resende AF, Waisbourd M, Gonzalez A, Hark LA, Mantravadi AV, Katz J. (eds). Test-retest repeatability of steady-state pattern electroretinogram and full-field electroretinogram. Paper presented at: Annual Meeting of the Association for Research in Vision and Ophthalmology (ARVO); May 1-5, 2016; Seattle, WA. [Google Scholar]
  • 59. Ahnelt PK, Kolb H, Pflug R. Identification of a subtype of cone photoreceptor, likely to be blue sensitive, in the human retina. J Comp Neurol. 1987;255(1):18-34. [DOI] [PubMed] [Google Scholar]
  • 60. Jonas JB, Schneider U, Naumann GO. Count and density of human retinal photoreceptors. Graefes Arch Clin Exp Ophthalmol. 1992;230(6):505-510. [DOI] [PubMed] [Google Scholar]
  • 61. Østerber G. Topography of the Layer of Rods and Cones in the Human Retina. Copenhagen: Levin & Munksgaard; 1935. [Google Scholar]
  • 62. Diabetic Retinopathy Clinical Research Network, Elman MJ, Aiello LP, et al. Randomized trial evaluating ranibizumab plus prompt or deferred laser or triamcinolone plus prompt laser for diabetic macular edema. Ophthalmology. 2010;117(6):1064-1077 e35. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63. Ip MS, Domalpally A, Hopkins JJ, Wong P, Ehrlich JS. Long-term effects of ranibizumab on diabetic retinopathy severity and progression. Arch Ophthalmol. 2012;130(9):1145-1152. [DOI] [PubMed] [Google Scholar]
  • 64. Ip MS, Domalpally A, Sun JK, Ehrlich JS. Long-term effects of therapy with ranibizumab on diabetic retinopathy severity and baseline risk factors for worsening retinopathy. Ophthalmology. 2015;122(2):367-374. [DOI] [PubMed] [Google Scholar]
  • 65. Korobelnik JF, Do DV, Schmidt-Erfurth U, et al. Intravitreal aflibercept for diabetic macular edema. Ophthalmology. 2014;121(11):2247-2254. [DOI] [PubMed] [Google Scholar]
  • 66. Pearson PA, Comstock TL, Ip M, et al. Fluocinolone acetonide intravitreal implant for diabetic macular edema: a 3-year multicenter, randomized, controlled clinical trial. Ophthalmology. 2011;118(8):1580-1587. [DOI] [PubMed] [Google Scholar]
  • 67. Brown DM, Schmidt-Erfurth U, Do DV, et al. Intravitreal aflibercept for diabetic macular edema: 100-week results from the VISTA and VIVID Studies. Ophthalmology. 2015;122(10):2044-2052. [DOI] [PubMed] [Google Scholar]
  • 68. Ip MS, Zhang J, Ehrlich JS. The clinical importance of changes in diabetic retinopathy severity score. Ophthalmology. 2017;124(5):596-603. [DOI] [PubMed] [Google Scholar]
  • 69. Levin AM, Rusu I, Orlin A, et al. Retinal reperfusion in diabetic retinopathy following treatment with anti-VEGF intravitreal injections. Clin Ophthalmol. 2017;11:193-200. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70. Tzekov R, Arden GB. The electroretinogram in diabetic retinopathy. Surv Ophthalmol. 1999;44(1):53-60. [DOI] [PubMed] [Google Scholar]

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Supplementary Materials

Wroblewski_Suppl_Table – Supplemental material for Reproducibility of Fixed-luminance and Multi-luminance Flicker Electroretinography in Patients With Diabetic Retinopathy Using an Office-based Testing Paradigm

Supplemental material, Wroblewski_Suppl_Table for Reproducibility of Fixed-luminance and Multi-luminance Flicker Electroretinography in Patients With Diabetic Retinopathy Using an Office-based Testing Paradigm by John J. Wroblewski, Christa McChancy, Kassandra Pickel, Hunter Buterbaugh, Tyler Wieland and Alberto Gonzalez in Journal of Diabetes Science and Technology


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