Skip to main content
PLOS One logoLink to PLOS One
. 2020 Aug 13;15(8):e0236568. doi: 10.1371/journal.pone.0236568

RE-PERG in early-onset Alzheimer’s disease: A double-blind, electrophysiological pilot study

Alberto Mavilio 1,*, Dario Sisto 2, Florenza Prete 3, Viviana Guadalupi 3, Rosanna Dammacco 2, Giovanni Alessio 2
Editor: Stephen D Ginsberg4
PMCID: PMC7425894  PMID: 32790788

Abstract

Purpose

To evaluate the ability of re-test pattern electroretinogram (RE-PERG), a non-invasive and fast steady-state PERG, to detect inner retinal bioelectric function anomalies in patients with early-onset Alzheimer’s disease (AD).

Methods

The study population consisted of 17 patients with AD-related mild cognitive impairment (MCI), 16 patients with vascular dementia (VD)-related MCI, both assessed using the neuropsychological Mini-Mental State Examination (MMSE) and by structural magnetic resonance imaging, and 19 healthy, age-matched normal controls (NC). All participants were visually asymptomatic, had normal or near-normal general cognitive functioning and no or minimal impairments in daily life activities. Visual field (VF) test, optical coherence tomography (OCT) and RE-PERG, sampled in five consecutive blocks of 130 events, were performed.

Results

There was no statistically significant difference among the three groups with respect to age, VF parameters (mean and pattern standard deviations) and OCT parameters (ganglion cell complex thickness and retinal nerve fiber layer thickness). The mean amplitude in the RE-PERG was significantly lower, but only weakly in the AD group than in NC (p = 0.1) whereas the intrinsic variability of the 2nd harmonic phase was significantly higher in the AD group than in either the VD or NC group (p<0.001).

Conclusions

RE-PERG is altered in early-stage AD, showing a reduced amplitude with high intrinsic phase variability. It also allows the discrimination of AD from VD. A high intrinsic variability in the PERG signal, determined using RE-PERG, may thus be a new promising test for neurodegenerative diseases.

Introduction

Alzheimer’s disease (AD), the most common type of dementia, is characterized by the extracellular accumulation of amyloid-β protein (Aβ) plaques and intraneuronal aggregates of hyperphosphorylated tau that form neurofibrillary tangles in the brain. AD develops in ~5% of individuals over 65 years of age and in about 20% of those over 85 years of age. Currently, AD affects 26 million people around the world, and by 2050 over 100 million are expected to be affected. [1] A rare, early-onset familial AD has also been reported. [2] A non-specific cognitive decline, referred to as mild cognitive impairment (MCI), may precede AD and is frequent in the elderly population. [3,4] In addition, there are several recognized risk factors for AD, including diabetes, obesity and hypercholesterolemia. [5] The diagnosis of AD is currently made using a series of tests, beginning with questionnaires, such as the Mini-Mental State Examination, designed to assess the intellectual, emotional and functional status of the patient. [6] Second-level tests include positron emission tomography (PET), single photon emission computed tomography (SPECT), cerebrospinal fluid Aβ42 level measurement, and assessment of medial temporal lobe atrophy via brain magnetic resonance imaging (MRI). [7]

Worsening of visual function is a common feature of AD, [8] and the accumulation of Aβ plaques and aggregates of hyperphosphorylated tau in the visual association cortices, [9,10] primary visual cortex, [11,12] lateral geniculate nuclei, [13,14] and the retina [1517] has been reported. The visual disturbances in AD were long considered to be due to damage in the primary and associative visual cortex, but a primary involvement of retinal ganglion cells (RGCs) and their axons has also been proposed. [15,1819]

Furthermore, AD patients may suffer deficits in contrast sensitivity. [2022]

The visual pathway is composed of two different systems. The magnocellular (M) system recognizes achromatic stimuli. It originates from large RGCs and projects first to the magnocellular layers of the lateral geniculate nucleus and then to lamina 4C-ɑ of the visual cortex. The second system is specific for color discrimination. It originates from small RGCs and projects first to the parvocellular layers of the lateral geniculate nucleus and then to lamina 4C-ß of the visual cortex. This system can be further divided in two different color-based pathways: the red-green parvocellular (P) and the blue-yellow koniocellular (K) subsystems. The M system responds to achromatic stimuli, and the P subsystem to chromatic stimuli but also to achromatic contrast stimuli of high spatial frequency. However, within the same range of spatial frequencies, M-cells are more sensitive to achromatic stimuli, especially at higher temporal frequencies. [23] Whether AD specifically affects one or the other sub/system is unclear. Pathologies in both the M system and the P subsystems have been described in the lateral geniculate nucleus and in the retina, [2325] but other evidence suggests a specific M pathway involvement. [23,2528]VD is the second most common type of dementia worldwide, and its prevalence in individuals age 65 and older is expected to double every 5 years. [29] It leads to several cognitive disorders as well as behavioral and locomotor abnormalities. The most important cause of VD is cerebral small-vessel disease; other causes are cardiac and carotid atherosclerosis, cardioembolism, hypertensive vasculopathy, aneurysm, vascular malformations, amyloid angiopathies, monogenic disorders involving stroke as well as metabolic, hematological and vasospastic disorders. Although, like AD, a diagnosis of VD can be made with certainty only post-mortem, strong clinical suspicion is based on history, timing of the event, cardiovascular and hematological assessment, psychometric evaluation and neuroimaging features. [29]

In the evaluation of AD, neuroimaging techniques include structural MRI and PET (tracing amyloid, fluorodeoxyglucose, tau). The typical MRI features of AD are a reduction of gray-matter volume, cortical atrophy and a reduced hippocampal volume. Amyloid PET is recommended especially in patients with otherwise unexplained cognitive impairment or an atypical clinical presentation. Other types of PET are mainly used in clinical research. [30]

In VD, typical imaging features are white matter lesions, cortical and subcortical infarctions and intracerebral microhemorrhage. Extensive parenchymal infarctions are due to large-artery disease, and small infarctions especially to small-vessel disease. [29] In the eye, the primary involvement in AD patients is the RGCs [1519] whereas the visual disturbances found in VD are often due to cerebral infarctions involving the optic pathway, leading to typical visual field alterations according to the affected site; retrogeniculate alterations do not determine subsequent optic atrophy [31] Primary involvement of the retina has also been documented in patients with cerebral autosomal arteriopathy with subcortical infarcts and leukoencephalopathy, [32] hereditary endotheliopathy with retinopathy, nephropathy and stroke, cerebroretinal vasculopathy and hereditary vascular retinopathy, which are interpreted as different phenotypes of the same disease, i.e., autosomal dominant retinal vasculopathy with cerebral leukodystrophy. [3335] In all of these diseases, retinal damage is due to vascular retinopathy, not to primary neurodegeneration. Unlike other parts of the central nervous system (CNS), RGCs are relatively accessible and can be studied both anatomically and functionally to obtain information related to the state of neurons, including in patients with AD. [36] The properties of RGCs are similar in many ways to those of brain neurons such that anomalies in these cells can be related to brain dysfunction. In patients with AD both optic nerve degeneration and a loss of ganglion cells have been demonstrated. [3739]

The pattern electroretinogram (PERG) is an electrophysiological test used to assess RGCs function. [40,41] Although developed for the early diagnosis of glaucoma, its utility in neurological diseases, including multiple sclerosis, [42] AD [23, 4345] and Parkinson’s disease, [46] all of which are characterized by inflammation, neurotransmission anomalies, and neurodegeneration, has also been demonstrated. PERG can provide useful diagnostic, prognostic and follow-up information on these diseases.

A specific form of PERG is steady-state PERG (SS-PERG), in which a fast (steady-state) stimulus generates a sinusoidal response that can be analyzed by Fourier transform. This allows the isolation of a second harmonic whose amplitude and phase delay can be evaluated. The PERG amplitude is related to the number of surviving neurons, and the PERG phase delay to synaptic dysfunctions of living neurons. [47] Synaptic damage and remodeling of the RGCs dendritic tree have also been histologically demonstrated in mouse models of glaucoma. [48,49] However, while a reduced amplitude is observed in patients with glaucoma and in those with ocular hypertension, [5052] it is also a feature of conditions not related to glaucoma, such as cataract and myopia. [5355] To overcome the limits of SS-PERG, a new test, the re-test PERG (RE-PERG), was recently introduced for the more accurate diagnosis of glaucoma. It is based on five consecutive SS-PERG stimulations without pause and evaluates the individual-intrinsic within-test phase variability of the second harmonic, rather than strictly the amplitude. Phase variability was shown to be very low in healthy controls but the standard deviation of the phase is higher in glaucoma patients. [56] Moreover, unlike the amplitude, phase variability is not influenced by optical media opacities and myopia. [57,58] Second-level imaging-based tests for the diagnosis of AD and VD are often expensive and not always available, especially in rural hospitals, such that diagnostic tools based on biomarkers able to distinguish among the various types of dementia are needed. RE-PERG uses high temporal frequency stimuli able to evoke a response of the M system. A higher phase variability is related to RGCs dysfunction, which precedes ganglion cells loss. Thus, the current research evaluated the ability of RE-PERG to detect anomalies in the primary inner retinal bioelectric function of M-cells in patients with early-onset AD compared to those with VD and in NC.

Materials and methods

From September 1st to December 15th 2018, 52 consecutive patients (33 with MCI and 19 age-matched, healthy controls were finally enrolled in this study. All patients were recruited at the Alzheimer Evaluation Units of the Brindisi Social Health District, Brindisi, Italy. Neurologic exclusion criteria were: neurological/psychiatric conditions other than mild AD and VD, antidepressant-antipsychotic medication, history of malignancy, head trauma or stroke, drug abuse or addiction and metabolic or endocrine anomalies.

Ophthalmic exclusion criteria were: diabetes even in the absence of retinopathy, [59] ocular hypertension and glaucoma as diagnosed by the EGS guidelines, [60] congenital optic nerve head anomalies, retinopathy or any other ocular or general condition or therapy that might influence visual function, a best corrected visual acuity <20/40 (Snellen acuity), spherical refraction >±5.0 D, cylinder correction >±2.0 D and optic media opacities. The healthy control (HC) group consisted of age- and sex-matched healthy individuals with no evidence of dementia as reported by the participant or his/her family.

Assessment of cognitive function

In the neuropsychological evaluation, cognitive function was assessed using MMSE, a simple screening test that measures global cognitive function [61] by assessing orientation, memory, concentration, language, and design capacity. The same experienced examiner administered the test. The MMSE total score ranges between 0 and 30, with lower scores indicating a poorer cognitive ability. [62] Scores ≥28 points indicate normal cognition and <28 points mild (24–27 points), moderate (10–23 points) or severe (≤9 points) cognitive impairment. A score of ≤9 points is considered to be almost diagnostic of dementia. [63]

All patients underwent structural MRI. AD and VD were diagnosed according to international consensus criteria. [64]

Ophthalmic examination

Each participant underwent a comprehensive ophthalmic evaluation, including a review of medical history, best-corrected visual acuity testing, IOP measurement by Goldmann applanation tonometry, ultrasound pachymetry (Pachmate GH55 DGH Technology, Inc. Exton PA, USA), slit-lamp biomicroscopy, gonioscopy, and dilated fundus examination with a 78 lens. The criteria for the clinical and instrumental ophthalmic evaluation were the same as used in previous studies. [5658]

Standard Automated Perimetry (SAP)

The visual field was assessed using a Humphrey field analyzer, model 745i II (Carl Zeiss Meditec, Germany) and the 24–2 SITA standard strategy. Near addition was added to the refractive correction value. If fixation losses were >20% and false-positive or false negative results >15%, the test was repeated. At least two SAPs were performed to ensure reliable results and minimize the effect of learning. [65]

Spectral-domain Optical Coherence Tomography (OCT)

Peripapillary retinal nerve fiber layer (RNFL) and ganglion cell complex (GCC) thicknesses were assessed using a Zeiss Cirrus HD OCT-500 (software version 7.0.1.290, Carl Zeiss Meditec, Dublin, CA). The protocol’s 200 × 200 optic disc cube was used to perform a circular scan 3.46 mm in diameter. The scan was automatically targeted around the optic disc to provide the RNFL thickness of the four quadrants at positions corresponding to each of the 12 hours of the clock. The protocol’s 512 × 128 macular cube was used to measure macular thickness.

The same experienced technician performed all the OCTs. Only images with a quality score of at least 7/10 were used. Three consecutive scans of the optic disc and macular region were acquired and analyzed for each eye. The results of the RNFL and GCC measurements were averaged using the data from each of the three scans.

Pattern electroretinogram

RE-PERG was recorded using a commercial instrument (RETIMAX Advanced ver. 4.3 CSO Florence, Italy) and a method similar to that employed in the PERGLA paradigm, [66] with a few minor changes made by our laboratories. Specifically, we used a stimulus of horizontal bars with a spatial frequency of 1.7 cycles/degree—based on the results of previous studies showing the high sensitivity of this method in detecting RGCs dysfunction in early glaucoma [67,68]—and modulated in counter phase at 15 reversals/s. The stimulus was electronically generated on a high-resolution ionized-gas electrically charged plasma display (contrast: 90% luminance: 80 cd/m2; field size: 24° [width] × 24° [height]).

The pupils of the patients or NC were 3–4 mm, undilated, and an appropriate correction was made for the working distance (57 cm). The signals were recorded from a 9-mm Ag/AgCl skin electrode placed on the lower eyelid. A similar electrode placed on the lid of the non-stimulated eye was used as a reference, as described in other studies. The impedance was maintained below 5 K. The responses were amplified (gain of 100,000), filtered (bandwidth: 130 Hz) and sampled with a resolution of 12 bits. The analysis time was equal to the period of the stimulus (133 ms).

An average of 650 PERG events (5 consecutive blocks of 130 events) for RE-PERG was calculated, with the automatic rejection of artifacts. The data were then exported to a text file and the mean amplitude (μV) and phase (πrad) of the 2nd harmonic were analyzed by Fourier transform.

The repeatability of the phase of the second harmonic was calculated as the standard deviation of the phase (SDPh). The repeatability of the amplitude (Amp) was not considered, because of a habituation effect. [69] The noise level arising from recording a response to an occluded stimulus was ≤0.087 ± 0.03 μV in both NC and patients. Figs 13 show examples of a block of five events in NC and in VD and AD patients. The PERG Amp and PERG SDph values are highlighted. In our laboratory, a PERG Amp value <1.5 μv and PERG SDph values >0.15 SD are considered to indicated pathology. The study was double blind in its design and all RE-PERGs were conducted by the same operator (A. Mavilio).

Fig 1.

Fig 1

Fig 3.

Fig 3

Fig 2.

Fig 2

Statistical analyses were performed using Medcalc® 18.11.3. Because of the high correlation of the responses of the two eyes of the same person, only the data from one randomly chosen eye was included in the analysis. [70]

The distribution of the data was tested for normality using the Shapiro–Wilk test, and a t test was used to determine the differences between two independent groups. Comparisons of more than two independent groups were performed using a one-way ANOVA with post-hoc analyses based on the Scheffe method. The relationships between the electrophysiological values and the SAP, peripapillary RNFL thickness and GCC thickness values were calculated using Pearson’s correlation tests. A chi-squared test was used to compare the groups with respect to the categorical variables (sex). A p value < 0.05 was considered to indicate statistical significance.

The Ethics Committee of the Brindisi Social Health District approved the study, and the study protocol adhered to the tenets of the Declaration of Helsinki. Written informed consent was obtained from each participant after administration of the University of California, San Diego Brief Assessment of Capacity to Consent (UBACC). [71]

Results

The study population consisted of Italians with an education level equal to that of the 8th grade in the USA. All participants lived in Apulia at the time of their enrollment in the study, between 2017 and 2018. For some patients, the family doctor had requested a neuropsychological evaluation for suspected deterioration or dementia, based on cognitive-memory loss reported by the patients; for others, a neurological examination was requested by a neurologist for various reasons, including suspicion of dementia.

Initially, 58 patients were enrolled. However, because of unreliable visual field examinations or poor-quality OCT images, 6 were excluded (4 from the AD group and 2 from the VD group), leaving 52 patients in the study.

The 17 patients in the AD group (5 males and 12 females) ranged in age between 58 and 81 years. Most were retired and came to the visit with a caregiver (usually a family member). Some had active interests, but others did not.

The 16 age-matched patients in the VD group (9 males and 7 females) had not been diagnosed with AD.

The 19 members of the HC group (12 males and 7 females) were also age-matched with the patients. Demographic and other data of the study participants are summarized in Table 1. The results of the statistical analyses are reported in Table 2. There was no difference between groups with respect to age, mean deviation, pattern standard deviation (PSD), RNFL and GCC, as determined in an ANOVA. AD patients had a slight significant reduction in the PERG Amp (1.33±0.28 vs 1.67±0.16, p = 0.01) value compared to NC whereas the difference in the PERG SDph was highly significant between AD and VD patients (0.32±0.91 vs 0.12±0.04, p<0.001) and between AD patients and NC (0.32±0.91 vs 0.12±0.03, p<0.001) (Figs 4 and 5).

Table 1. Demographics and specific data.

No Type gender age, years PERG SDPh PERG Amp (μV) MD (dB) PSD (dB) RNFL (μm) GCC (μm) MMSE
1 VD m 68 0.07 1.09 -1.69 1.54 88 76 25
2 VD m 57 0.12 1.89 -0.5 1.3 85 90 24
3 VD m 75 0.1 1.55 -1 1 94 81 25
4 VD m 72 0.15 1.47 1.46 1.4 90 77 27
5 VD m 64 0.09 1.44 1.44 0.8 85 72 28
6 VD f 66 0.15 1.6 -0.97 1 93 67 28
7 VD f 76 0.1 1.72 0.63 1.2 77 73 27
8 VD m 68 0.15 1.77 -0.97 1 93 67 27
9 VD f 80 0.11 1.42 1.01 1.4 95 92 26
10 VD f 62 0.06 1.55 0.77 0.74 96 82 28
11 VD f 67 0.23 1.53 0.85 1.02 92 80 27
12 VD m 84 0.17 1.42 0.93 1.24 81 79 26
13 VD m 75 0.12 1.55 0.47 0.94 90 77 26
14 VD m 79 0.14 1.75 1.01 0.87 94 80 18
15 VD f 72 0.14 1.7 0.88 1.5 94 90 22
16 VD f 67 0.05 2.1 -0.04 2.2 99 81 18
17 AD f 69 0.2 1.21 0.04 1.17 93 77 19
18 AD m 81 0.61 1 -0.43 1.47 87 72 27
19 AD f 74 0.15 1.34 0.89 1.34 84 77 24
20 AD f 60 0.07 1.5 -1.29 2.05 98 84 23
21 AD f 81 0.14 1.28 -0.78 1.28 81 77 28
22 AD m 66 0.48 1.16 -0.68 1.9 76 74 24
23 AD f 70 0.22 1.67 0.47 1.37 97 82 24
24 AD f 58 0.18 1.82 0.71 1.39 106 92 24
25 AD f 78 0.39 0.93 1.51 1.43 88 80 24
26 AD m 81 0.47 1.57 1.51 1.43 93 72 23
27 AD f 67 0.11 1.57 0.23 1.8 81 77 21
28 AD m 72 0.25 1.32 0.5 1.8 70 55 22
29 AD m 77 0.66 0.84 -0.75 1.22 82 76 25
30 AD f 79 0.58 1.11 1.34 0.97 80 65 28
31 AD f 60 0.3 1.1 0.8 1.12 77 75 29
32 AD f 76 0.14 1.52 -0.33 1.12 80 81 28
33 AD f 70 0.46 1.66 1.15 1.1 87 80 28
34 NC m 74 0.09 1.62 -0.4 0.8 88 72 28
35 NC m 74 0.13 1.78 -0.5 1.3 74 64 27
36 NC m 78 0.1 1.46 -1.01 1.2 88 70 29
37 NC m 68 0.12 1.65 2 1.5 104 91 27
38 NC m 70 0.11 1.58 1.3 1.55 101 91 26
39 NC f 74 0.12 1.79 1.1 0.88 87 71 27
40 NC m 70 0.1 1.71 -0.97 1 95 76 28
41 NC m 65 0.1 1.5 0.63 1.2 96 83 27
42 NC f 60 0.1 1.81 1.01 0.87 80 80 25
43 NC f 64 0.08 1.59 0.85 1.02 93 87 26
44 NC m 65 0.1 2.14 -0.23 1.1 79 70 28
45 NC m 60 0.11 1.51 -2.1 1.53 99 90 28
46 NC m 68 0.16 1.53 0.93 1.46 84 80 29
47 NC m 66 0.1 1.69 1.01 1.4 88 74 30
48 NC m 77 0.16 1.75 1.81 1.41 82 80 28
49 NC f 86 0.1 1.65 -0.5 1.3 92 86 25
50 NC f 62 0.15 1.5 -0.45 1.34 70 87 25
51 NC m 66 0.2 1.75 1 1.4 100 90 27
52 NC m 66 0.17 1.76 0.4 1.5 99 90 25

Mean Deviation (MD) Pattern Standard Deviation (PSD), Retinal Nerve Fiber Layer Thickness (RNFL), ganglion cell complex (GCC), steady-state intrinsic phase variability (PERG SDph) steady-state PERG amplitude (PERG Amp), Mini-Mental State Examination (MMSE) in Early Alzheimer disease (AD), Vascular Dementia-related MCI (VD) and Normal Controls (NC)

Table 2. Demographic and relevant ocular characteristic of study participants.

  AD (17) VD (16) NC (19) P-value®
  Mean SD Mean SD Mean SD AD vs VD VD vs NC AD vs NC
age 71.71 7.63 70.75 7.17 69.10 6.67 P = 0.72 P = 0.5 P = 0.44
PERG Amp (μv) 1.33 0.28 1.59 0.23 1.67 0.16 P = 0.2 P = 0.26 P = 0.01
PERG SDph 0.32 0.19 0.12 0.04 0.12 0.03 P<0.001 P = 0.95 P<0.001
MD (db) 0.29 0.88 0.27 0.99 0.31 1.07 P = 0.5 P = 0.90 P = 0.31
PSD (db) 1.41 0.31 1.20 0.37 1.25 0.24 P = 0.6 P = 0.24 P = 0.52
GCC (μm) 76.23 7.96 79.00 7.39 80.63 8.60 P = 0.6 P = 0.24 P = 0.23
RNFL (μm) 85.89 9.18 90.38 5.85 89.42 9.56 P = 0.1 P = 0.73 P = 0.77
MMSE 24.76 2.84 25.12 3.20 27.10 1.49 P = 0.73 P = 0.02 P = 0.01

Mean Deviation (MD) Pattern Standard Deviation (PSD), Retinal Nerve Fiber Layer Thickness (RNFL), ganglion cell complex (GCC), steady-state intrinsic phase variability (PERG SDph) steady-state PERG amplitude (PERG Amp), Mini-Mental State Examination (MMSE) in Early Alzheimer disease (AD), Vascular Dementia-related MCI (VD) and Normal Controls (NC)

*–One Way Analysis of Variance (Bonferroni corrected); **—Chi-Square

Fig 4.

Fig 4

Fig 5.

Fig 5

The MMSE score was significantly lower in both AD and VD patients than in NC (P = 0.02; P = 0.01 respectively).

The results of the correlation analysis are reported in Table 3.

Table 3. Correlation table.

    age MD (dB) PSD (dB) GCC (μm) RNFL (μm) PERG Amp (μV) PERG SDPh MMSE
age CC   0.12 -0.09 -0.27 -0.17 -0.29 0.3 -0.02
SL-P 0.4 0.5 0.05 0.22 0.03 0.03 0.90
MD (db) CC 0.12 -0.13 0.13 0.06 0.09 0.11 0.002
SL-P 0.4 0.36 0.35 0.67 0.53 0.43 0.99
PSD (db) CC -0.09 -0.13 0.17 0.06 -0.07 0.07 -0.42
SL-P 0.54 0.36 0.22 0.69 0.64 0.64 0.0018
GCC (μm) CC -0.27 0.13 0.17 0.59 0.21 -0.27 -0.14
SL-P 0.051 0.35 0.22 <0.0001 0.13 0.054 0.31
RNFL (μm) CC -0.17 0.06 0.06 0.59 0.28 -0.24 -0.15
SL-P 0.22 0.67 0.69 <0.0001 0.04 0.08 0.29
PERG Amp (μv) CC -0.29 0.09 -0.07 0.21 0.28 -0.6 -0.05
SL-P 0.038 0.52 0.63 0.13 0.05 <0.0001 0.71
PERG SDPh  CC 0.3 0.11 0.07 -0.27 -0.24 -0.6 -0.006
SL-P 0.03 0.43 0.64 0.054 0.08 <0.0001 0.97
MMSE CC -0.02 0.002 -0.42 -0.14 -0.15 -0.05 -0.006  
SL-P 0.91 0.99 0.0018 0.31 0.29 0.71 0.97  

Pearson Correlation Coefficient (CC) and Significance Level P (SL-P) between Mean Deviation (MD) Pattern Standard Deviation (PSD), Retinal Nerve Fiber Layer Thickness (RNFL), ganglion cell complex (GCC), steady-state intrinsic phase variability (PERG SDph) steady-state PERG amplitude (PERG Amp) and Mini-Mental State Examination (MMSE) in all participants

There was a negative correlation between PERG Amp and age and between MMSE and PSD. Positive correlations were determined for PERG Amp and increasing PERG SDPh, for RNFL thinning and GCC thinning and for a reduction in PERG Amp and RNFL thinning.

Discussion

The two most frequent causes of dementia worldwide are AD and VD, and their prevalence is expected to increase as populations age. Both diseases may be preceded by MCI, which is common in the elderly population but not necessarily associated with subsequent dementia. AD is associated especially with amnestic MCI, and VD with executive dysfunction and psychomotor slowness, [72] but psychometric evaluation findings alone cannot be used to discriminate VD from AD. Both AD and VD are accompanied by visual disturbances, due primarily to retinal degeneration and retrograde degeneration, respectively. The early diagnosis of AD may allow better disease management, including a delay of symptom occurrence. However, the most accurate tests for the diagnosis of AD are expensive or invasive. Consequently, there is a growing need for the detection of new, less-invasive and more cost-effective diagnostic testing.

In most AD patients, the visual association cortices are altered whereas the primary visual cortex is spared. [73] Involvement of other areas of the visual pathway is controversial: as in some patients alterations of stereopsis and contrast sensitivity have been reported even in those without evidence of plaques and neurofibrillary tangles. [74] Other studies have demonstrated an involvement of the magnocellular pathway (a visual pathway extending from the inner layers of the retina to the primary visual cortex) in the form of the deposition of a specific type of plaque in the lateral geniculate nucleus as well as in RGCs and their axons. [75] Based on these observations, an evaluation of the macular RGC layer may provide useful diagnostic information for patients with suspected AD. The RGC layer can be studied by imaging and electrophysiological tests, PERG and visual evoked potentials. [23,76,77] For example, ssPERG tests conducted in a mouse model of AD showed alterations in the amplitude of the second wave. [78] However, in ssPERG testing the studied parameter is usually the amplitude, but it can be influenced by causes not related to neurodegeneration, such as optic media opacities and myopia, whereas the phase is not. Thus, we developed a new test, RE-PERG, in which the variability of the phase is studied based on five consecutive ssPERG stimulations. In previous studies we showed that phase variability is higher in glaucoma patients and that it is not influenced by cataract or myopia. [57,58] Since the neurodegeneration of RGCs shows similar features in glaucoma and AD, we examined the ability of RE-PERG to identify early-stage AD and to discriminate AD from VD on the basis of the different mechanisms of neurodegeneration. The results showed a slightly significant reduction in the PERG Amp value in AD patients vs. NC, but no difference between VD patients and NCs. However, the difference in the PERG SDPh in AD vs. VD patients and in AD versus NC patients was highly significant; therefore, PERG SDPh may be of value not only in detecting inner retinal dysfunction in AD, but also in distinguishing between AD and VD.

Correlation studies showed a negative correlation between PERG Amp and age, as expected due to the physiological loss of RGCs. The negative correlation between MMSE and PSD, that is, a worsening of the visual field related to a reduction in the MMSE score, may reflect the neurodegeneration occurring both in the retina and in the brain. The positive correlation between PERG Amp reduction and an increased PERG SDPh can be explained by a worsening of all parameters with disease progression, and that between RNFL and RGC thinning by the parallel degeneration of neuronal cell bodies and axons (Table 3). The positive correlation between PERG Amp reduction and RNFL thinning indicates that the amplitude is related to the number of surviving RGCs.The findings of our study suggest that PERG SDph is a suitable parameter to detect early damage to magnocellular RGCs in AD patients. While the M system has been shown to respond to stimuli of high temporal frequency, a response by the P system cannot be excluded, also because the K and P visual streams were not specifically tested. However, there are fewer P cells and they tend to be scattered, such that the increased PERG SDph could be predominantly attributed to M dysfunction. Our finding is in agreement with other studies in which involvement of the M pathway was reported. [23]

As noted above, the phase variation is related to the synaptic loss and dendritic degeneration that may precede ganglion cell loss. [47] Such alterations have been described in early AD, but also in Parkinson’s and Huntington’s diseases. [79] Normal neuronal activity is accompanied by a high energy demand; [80] such that RE-PERG serves as a metabolic stress test able to show early damage to RGCs.

In glaucoma patients, functional and anatomical changes may be present in RGCs before any damage of the optic nerve is detectable. [52] Thus, in CNS diseases that share some features of the degeneration seen in glaucoma, the same may be true.

Our study may have been biased by several factors. First, the diagnosis of MCI was based exclusively on the MMSE, which cannot replace a full psychometric evaluation. Tests specific for AD include the Alzheimer's Disease Assessment Scale (ADAS-Cog), the Clinical Dementia Rating (CDR) score, and the Repeatable Battery for the Assessment of Neuropsycological Status (RBANS). In the diagnosis of VD, the Montreal Cognitive Assessment (MoCA) has a higher sensitivity and specificity than the MMSE. [81] However, our study was performed in a National Health Service setting, and MMSE is the only psychometric test available. Thus, it cannot be ruled out that a more specific evaluation would have led to a different definition of mental status and influenced our results.

Another possible source of bias was the small number of enrolled patients. Further studies with a larger cohort of patients are required to confirm our preliminary results.

Two issues emerge from this study. The first is the question whether the alteration in PERG SDPh is a sign of primary RGCs degeneration or related to transsynaptic degeneration in the visual cortex. In our opinion, the first hypothesis is more likely, as RGC thinning has been found both in prodromal and in preclinical AD as well as in patients without other signs of visual cortex involvement. [82,83]

The second is the shared finding of an altered PERG SDph in both glaucoma and AD. AD and glaucoma have several common features. Epidemiological studies have shown that the prevalence of glaucoma in AD patients is about 25% vs. 5–6% in the non-AD population. [84,85] Abnormal folded amyloid beta (Aɞ) and tau protein, typical findings in AD, have been demonstrated both in mouse models of glaucoma and in humans with the disease. [86,87] In addition, several studies have shown OCT alterations typical of glaucoma, such as RNFL and RGC thinning, in patients with early and even preclinical AD, [88,89] and visual field alterations detected in glaucoma, including arcuate defects, also occur in AD. [90] Finally, an enlarged cup-to-disc ratio of the optic nerve, the most typical feature of glaucoma, has also been detected in some, [9193] but not all [94,95] AD patients.

Recently, optical coherence tomography angiography (OCT-A) has been used to study AD. Bulut et al. reported a lower retinal vascular density (VD) and choroidal thickness [96] together with an enlargement of the foveal avascular zone (FAZ) in AD patients compared to NC. In a comparison of AD and primary open-angle glaucoma (POAG) patients, Zabel et al. found a larger FAZ and a reduced vascular density in the deep vascular plexus in the AD group [97] whereas in POAG patients reductions in the vascular density of the superficial vascular plexus and in radial peripapillary capillaries were detected. However, a reduced VD and FAZ enlargement have also been reported in normal-tension glaucoma (NTG). [98] In addition, an even larger FAZ occurs in progressed glaucoma (both NTG and POAG) [99] and in POAG patients with central visual field defects. [100] The FAZ is also variably influenced by glaucoma surgery. [101]

Finally, the reduced VD of the deep macular plexus, such as reported by Zabel et al. in AD patients, is also a feature of progressed NTG. [99] Thus, whether OCT-A findings comprise a specific biomarker of AD remains to be determined in further studies. Moreover, these studies also demonstrate that all of the tools used to diagnose glaucoma may be biased by the presence of AD. In the absence of an elevated intraocular pressure, i.e. in a patient with NTG, the differential diagnosis can be particularly challenging and AD has to be carefully ruled out.

Other causes of inner retinal dysfunction, detectable by electrophysiological tests, as stated before, are Multiple Sclerosis and Parkinson's disease; we didn't test RE-PERG in these diseases, but its alteration cannot be excluded. At the same way, it is also known that age-related visual conditions such as age itself, presbyopia and cataract can influence PERG. As for cataract, we showed reduced amplitude with small intrinsic variability of the phase in a RE-PERG pilot study,[57] but further studies are required also in the other above-mentioned conditions. Our results suggest that RE-PERG is a quick, easy to perform and non-invasive test able to detect RGC dysfunction in AD, but despite its promise its utility must be confirmed in other laboratories and in larger cohorts of patients.

Data Availability

All relevant data are within the manuscript.

Funding Statement

The Authors received no specific funding for this work.

References

  • 1.Prince M., Wimo A., Guerchet M. et al. An analysis of prevalence, incidence, cost & trends. Alzheimer's Disease International; London: 2015. World Alzheimer Report 2015. [Google Scholar]
  • 2.Hickman RA, Faustin A, Wisniewski T. Alzheimer disease and its growing epidemic: risk factors, biomarkers, and the urgent need for therapeutics. Neurol Clin 2016; 34:941–53. 10.1016/j.ncl.2016.06.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Petersen RC, Smith GE, Waring SC, et al. Mild Cognitive Impairment. Arch. Neurol. 1999; 56(3): 303 10.1001/archneur.56.3.303 ; [DOI] [PubMed] [Google Scholar]
  • 4.Petersen RC. Mild cognitive impairment as a diagnostic entity. J. Intern. Med. 2004; 256(3):183–194. 10.1111/j.1365-2796.2004.01388.x [DOI] [PubMed] [Google Scholar]
  • 5.Bates KA, Sohrabi HR, Rodrigues M et al. Association of cardiovascular factors and Alzheimer's disease plasma amyloid-beta protein in subjective memory complainers. J Alzheimers Dis 2009; 17(2): 305–318 10.3233/JAD-2009-1050 [DOI] [PubMed] [Google Scholar]
  • 6.Folstein MF, Folstein SE, McHugh PR "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 1875; 12(3): 189–198 [DOI] [PubMed] [Google Scholar]
  • 7.Jack CR Jr Alzheimer disease: new concepts on its neurobiology and the clinical role imaging will play. Radiology 2012; 263(2): 344–361 10.1148/radiol.12110433 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Cerquera-Jaramillo MA, Nava-Mesa MO, González-Reyes RE et al. Visual Features in Alzheimer's Disease: From Basic Mechanisms to Clinical Overview Neural Plast. 2018. October 14;2018:2941783 10.1155/2018/2941783 eCollection 2018 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Whitehouse PJ, Price DL, Clark AW, Coyle JT, DeLong MR. Alzheimer disease: evidence for selective loss of cholinergic neurons in the nucleus basalis. Ann Neurol. 1981;10:122–6. 10.1002/ana.410100203 [DOI] [PubMed] [Google Scholar]
  • 10.van de Nes JAP, Nafe R, Schlote W. Non-tau based neuronal degeneration in Alzheimer's disease-an immunocytochemical and quantitative study in the supragranular layers of the middle temporal neocortex. Brain Res. 2008;1213:152–65. 10.1016/j.brainres.2008.03.043 [DOI] [PubMed] [Google Scholar]
  • 11.Leuba G, Kraftsik R. Visual cortex in Alzheimer's disease: occurrence of neuronal death and glial proliferation, and correlation with pathological hallmarks. Neurobiol Aging. 1994;15:29–43. 10.1016/0197-4580(94)90142-2 [DOI] [PubMed] [Google Scholar]
  • 12.Armstrong RA. Is there a spatial association between senile plaques and neurofibrillary tangles in Alzheimer's disease? Folia Neuropathol. 2005;43:133–8. [PubMed] [Google Scholar]
  • 13.Leuba G, Saini K. Pathology of subcortical visual centres in relation to cortical degeneration in Alzheimer's disease. Neuropathol Appl Neurobiol. 1995;21:410–22 10.1111/j.1365-2990.1995.tb01078.x [DOI] [PubMed] [Google Scholar]
  • 14.Dugger B, Tu M, Murray ME, Dickson DW. Disease specificity and pathologic progression of tau pathology in brainstem nuclei of Alzheimer's disease and progressive supranuclear palsy. Neurosci Lett. 2011;491:122–6 10.1016/j.neulet.2011.01.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Hinton DR, Sadun AA, Blanks JC, Miller CA. Optic-nerve degeneration in Alzheimer's disease. N Engl J Med. 1986;315:485–7. 10.1056/NEJM198608213150804 [DOI] [PubMed] [Google Scholar]
  • 16.Löffler K, Edward DP, Tso MO. Immunoreactivity against tau, amyloid precursor protein, and beta-amyloid in the human retina. Invest Ophthalmol Vis Sci. 1995;36:24–31. [PubMed] [Google Scholar]
  • 17.La Morgia C, Ross-Cisneros FN, Koronyo Y, et al. Melanopsin retinal ganglion cell loss in Alzheimer disease. Ann Neurol. 2016;79:90–109. 10.1002/ana.24548 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Sadun A, Bassi CJ. Optic nerve damage in Alzheimer's disease. Ophthalmology. 1990;97:9–17. 10.1016/s0161-6420(90)32621-0 [DOI] [PubMed] [Google Scholar]
  • 19.Liu S, Ong Y-T, Hilal S, Loke YM, Wong TY, Chen CL-H, Cheung CY, Zhou J. The association between retinal neuronal layer and brain structure is disrupted in patients with cognitive impairment and Alzheimer's disease. J Alzheimers Dis. 2016;54:585–95 10.3233/JAD-160067 [DOI] [PubMed] [Google Scholar]
  • 20.Hutton J, Morris JL, Elias JW, Poston JN. Contrast sensitivity dysfunction in Alzheimer's disease.Neurology.1993;43:2328–30. 10.1212/wnl.43.11.2328 [DOI] [PubMed] [Google Scholar]
  • 21.Gilmore G, Whitehouse PJ. Contrast sensitivity in Alzheimer's disease: a 1-year longitudinal analysis. Optom Vis Sci. 1995;72:83–91. 10.1097/00006324-199502000-00007 [DOI] [PubMed] [Google Scholar]
  • 22.Crow R, Levin LB, LaBree L, Rubin R, Feldon SE. Sweep visual evoked potential evaluation of contrast sensitivity in Alzheimer's dementia. Invest Ophthalmol Vis Sci. 2003;44:875–8 10.1167/iovs.01-1101 [DOI] [PubMed] [Google Scholar]
  • 23.Sartucci F, Borghetti D, Bocci T, Murri L, Orsini P, Porciatti V,Origlia N, Domenici L Dysfunction of the magnocellular stream in Alzheimer's disease evaluated by pattern electroretinograms and visual evoked potentials. Brain Res Bull 2010; 82(3):169–176 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Hof PR, Vogt BA, Bouras C, Morrison JH. Atypical form of Alzheimer's disease with prominent posterior cortical atrophy: a review of lesion distribution and circuit disconnection in cortical visual pathways. Vision Res. 1997; 37:3609–3625. 10.1016/S0042-6989(96)00240-4 [DOI] [PubMed] [Google Scholar]
  • 25.Lennie P, Krauskopf J, Sclar G. Chromatic mechanisms in striate cortex of macaque. J Neurosci.1990;10:649–669. 10.1523/JNEUROSCI.10-02-00649.1990 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Levy JA, Chelune GJ. Cognitive-behavioral profiles of neurodegenerative dementias: beyond Alzheimer's disease. J Geriatr Psychiatry Neurol. 2007; 20:227–238. 10.1177/0891988707308806 [DOI] [PubMed] [Google Scholar]
  • 27.Sadun AA, Borchert M, DeVita E, Hinton DR, Bassi CJ. Assessment of visual impairment in patients with Alzheimer's disease. Am J Ophthalmol. 1987; 104:113–120. 10.1016/0002-9394(87)90001-8 [DOI] [PubMed] [Google Scholar]
  • 28.Kalaria R. N. (2012). Cerebrovascular disease and mechanisms of cognitive impairment: evidence from clinicopathological studies in humans. Stroke, 43(9), 2526–2534. 10.1161/STROKEAHA.112.655803 [DOI] [PubMed] [Google Scholar]
  • 29.Femminella G. D., Thayanandan T., Calsolaro V., Komici K., Rengo G., Corbi G., & Ferrara N. (2018). Imaging and molecular mechanisms of Alzheimer's disease: A review. International journal of molecular sciences, 19(12), 3702. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Lachenmayr, Bernhard J., and Patrick MO Vivell. Perimetry and its clinical correlations. Georg Thieme Verlag, 1993. [Google Scholar]
  • 31.Parisi Vincenzo, et al. "Visual electrophysiological responses in subjects with cerebral autosomal arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL)." Clinical neurophysiology 1119 (2000): 1582–1588. 10.1016/s1388-2457(00)00366-7 [DOI] [PubMed] [Google Scholar]
  • 32.Jen J., et al. "Hereditary endotheliopathy with retinopathy, nephropathy, and stroke (HERNS)." Neurology 495 (1997): 1322–1330. 10.1212/wnl.49.5.1322 [DOI] [PubMed] [Google Scholar]
  • 33.Ophoff Roel A., et al. "Hereditary vascular retinopathy, cerebroretinal vasculopathy, and hereditary endotheliopathy with retinopathy, nephropathy, and stroke map to a single locus on chromosome 3p21. 1-p21. 3." The American Journal of Human Genetics 692 (2001): 447–453. 10.1086/321975 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Terwindt GM1, et al. "Clinical and genetic analysis of a large Dutch family with autosomal dominant vascular retinopathy, migraine and Raynaud's phenomenon." Brain: a journal of neurology 1212 (1998): 303–316. [DOI] [PubMed] [Google Scholar]
  • 35.Chiquita S, Rodrigues-Neves AC, Baptista FI, Carecho R, Moreira PI, CasteloBranco M, Ambrosio AF The Retina as a Window or Mirror of the Brain Changes Detected in Alzheimer's Disease: Critical Aspects to Unravel. Mol Neurobiol 2019; 56, 5416–5435 10.1007/s12035-018-1461-6 [DOI] [PubMed] [Google Scholar]
  • 36.Hinton DR, Sadun AA, Blanks JC, Miller CA. Optic nerve degeneration in Alzheimer's disease. New Engl J Med 1986; 15:485–487. [DOI] [PubMed] [Google Scholar]
  • 37.Leuba G, Saini K. Pathology of subcortical visual centers in relation to cortical degeneration in Alzheimer's disease. Neuropathol Appl Neurobiol 1995;21:410–422 10.1111/j.1365-2990.1995.tb01078.x [DOI] [PubMed] [Google Scholar]
  • 38.Berisha F, Feke GT, Trempe CL, McMeel JW, Schepens CL Retinal abnormalities in early Alzheimer's disease. Invest Ophthalmol Vis Sci 2007; 48:2285–2289 10.1167/iovs.06-1029 [DOI] [PubMed] [Google Scholar]
  • 39.Maffei L and Fiorentini L. Electroretinographic responses to alternating gratings before and after section of the optic nerve. Science. 1981; 211(4485):953–955. 10.1126/science.7466369 [DOI] [PubMed] [Google Scholar]
  • 40.Zrenner E. The physiological basis of the pattern electroretinogram. Progress in Retinal Research. 1990; 427–464 [Google Scholar]
  • 41.Holder G.E., Gale R.P., Acheson J.F., Robson A.G. Electrodiagnostic assessment in optic nerve disease. Curr. Opin. Neurol 2009;. 22, 3–10. 10.1097/WCO.0b013e328320264c [DOI] [PubMed] [Google Scholar]
  • 42.Krasodomska K., Lubi?ski W., Potemkowski A., Honczarenko K. Pattern electroretinogram (PERG) and pattern visual evoked potential (PVEP) in the early stages of Alzheimer's disease. Doc. Ophthalmol. Adv. Ophthalmol. 2010; 121, 111–121. 10.1007/s10633-010-9238-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Katz B, Rimmer S, Iragui V, Katzman R Abnormal pattern electroretinogram in Alzheimer's disease: evidence for retinal ganglion cell degeneration? Ann Neurol 1989; 26(2):221–225. 10.1002/ana.410260207 [DOI] [PubMed] [Google Scholar]
  • 44.Trick GL, Barris MC, Bickler-Bluth M Abnormal pattern electroretinograms in patients with senile dementia of the Alzheimer type. Ann Neurol 1989; 26(2):226–231. 10.1002/ana.410260208 [DOI] [PubMed] [Google Scholar]
  • 45.Garcia-Martin E., Rodriguez-Mena D., Satue M., Almarcegui C., Dolz I., Alarcia R.,Seral M., Polo V., Larrosa J.M., Pablo L.E., Electrophysiology and optical coherence tomography to evaluate Parkinson disease severity. Invest. Ophthalmol. Vis. Sci. 2014; 55, 696–705. 10.1167/iovs.13-13062 [DOI] [PubMed] [Google Scholar]
  • 46.Porciatti V, Ventura LM. Physiologic significance of steady-state pattern electroretinogram losses in glaucoma: clues from simulation of abnormalities in normal subjects. J Glaucoma. 2009;18(7): 535–542. 10.1097/IJG.0b013e318193c2e1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Della Santina L, Inman DM, Lupien CB, et al. Differential progression of structural and functional alterations in distinct retinal ganglion cells typesin a mouse model of glaucoma. J Neurosci 2013: 33(44), 17444–57. 10.1523/JNEUROSCI.5461-12.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Jacobs TC, Libby RT, Ben Y, et al. Retinal ganglion cell degeneration is topological but not cell type specific in DBA/2J mice. J Cell Biol 2005: 17(2), 313–25. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Ventura LM, Sorokac N, Los Santos NR ed al. The relationship between retinal ganglion cell function and retinal nerve fiber thickness in early glaucoma. Investigative Ophthalmology and Visual Science. 2006; 47(9):3904–3911. 10.1167/iovs.06-0161 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Bach M and Hoffmann MB Update on the pattern electroretinogram in glaucoma. Optometry and Vision Science. 2008;85(6):386–395. 10.1097/OPX.0b013e318177ebf3 [DOI] [PubMed] [Google Scholar]
  • 51.Pfeiffer N and Bach M. The pattern-electroretinogram in glaucoma and ocular hypertension. A cross-sectional and longitudinal study. German Journal of Ophthalmology,1992;1(1):35–40. [PubMed] [Google Scholar]
  • 52.Oner A, Gumus K, Arda H, et al. Pattern electroretinographic recordings in eyes with myopia. Eye Contact Lens 2009; 35(5): 238–41 10.1097/ICL.0b013e3181b343d9 [DOI] [PubMed] [Google Scholar]
  • 53.Ventura LM, Porciatti V, Ishida K et al. Pattern electroretinogram abnormality and glaucoma. Ophthalmology. 2005;112(1):10–19. 10.1016/j.ophtha.2004.07.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Ventura LM, Golubev I, Feuer WJ, and Porciatti V. The PERG in diabetic glaucoma suspects with no evidence of retinopathy. Journal of Glaucoma.2010;19(4):243–247 10.1097/IJG.0b013e3181a990ea [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Mavilio A, Scrimieri F, Errico D. Can variability of pattern ERG signal help to detect retinal ganglion cells dysfunction in glaucomatous eyes? Biomed Res Int 2015;2015:571314 10.1155/2015/571314 Epub 2015 Jun 8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Mavilio A, Sisto D, Ferreri P, et al. RE-PERG, a new procedure for electrophysiologic diagnosis of glaucoma that may improve PERG specificity. Clin Ophtalmol 2017. January 23;11:209–218. 10.2147/OPTH.S122706 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Mavilio A, Sisto D, Ferreri P, et al. RE-PERG, a new paradigm for glaucoma diagnosis, in myopic eyes. Clin Ophtalmol. 2019;13:1315–22 10.2147/OPTH.S211337 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Ventura LM, Golubev I, Feuer WJ, and Porciatti V. The PERG in diabetic glaucoma suspects with no evidence of retinopathy. Journal of Glaucoma.2010;19(4):243–247 10.1097/IJG.0b013e3181a990ea [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Terminology and guidelines for glaucoma (3rd edition) http://www.eugs.org/eng/EGS_guidelines.asp
  • 60.Cockrell J. R., & Folstein M. F. (2002). Mini-mental state examination. Principles and practice of geriatric psychiatry, 140–141. [Google Scholar]
  • 61.Benson A. D. et al. Screening for Early Alzheimer's Disease: Is There Still a Role for the Mini-Mental State Examination? Prim Care Companion J Clin Psychiatry 7, 62–69 (2005) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Mungas D. In-office mental status testing: a practical guide. Geriatrics.1991; 46, 54–58; [PubMed] [Google Scholar]
  • 63.Albert MS, DeKosky ST, Dickson D, et al. The diagnosis of mild cognitive impairment due to Alzheimer's disease: recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease. Alzheimers. Dement. 2011; 7(3):270–279. 10.1016/j.jalz.2011.03.008 NIA-AA workgroup diagnostic and research biomarker guidelines for MCI. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Heijl A, Lindgren G, Olsson J. The effect of perimetric experience in normal subjects. Arch Ophthalmol 1989; 107(1): 81–6 10.1001/archopht.1989.01070010083032 [DOI] [PubMed] [Google Scholar]
  • 65.Porciatti V, Ventura LM. Normative data for a user-friendly paradigm for pattern electroretinogram recording. Ophthalmology 2004; 111(1): 161–8 10.1016/j.ophtha.2003.04.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Porciatti V, Falsini B, Scalia G, et al. The pattern electroretinogram by skin electrodes: effect of spatial frequency and age. Doc Ophthalmol 1988; 70(1): 117–22. 10.1007/BF00154742 [DOI] [PubMed] [Google Scholar]
  • 67.Falsini B, Marangoni D, Salgarello T, et al. Structure-function relationship in ocular hypertension and glaucoma: interindividual and interocular analysis by OCT an pattern ERG. Graefes Arch Clin Exp Ophthalmol 2008; 246(8): 1153–62 10.1007/s00417-008-0808-5 [DOI] [PubMed] [Google Scholar]
  • 68.Porciatti V, Sorokoc N, Buchser W. Habituation of retinal ganglion cell activity in response to steady state pattern visual stimuli in normal subjects. Invest Opththalmol Vis Sci. 2005; 46: 1296–1302 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Bunce C, Patel KV, Xing W, Freemantle N, Dore´ CJ (2014) Ophthalmic statistics note 1: unit of analysis. Br J Ophthalmol 98(3):408–412 10.1136/bjophthalmol-2013-304587 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Jeste DV, Palmer BW, Appelbaum PS, et al. A New Brief Instrument for Assessing Decisional Capacity for Clinical Research. Arch Gen Psych 2007; 64(8): 966–74 [DOI] [PubMed] [Google Scholar]
  • 71.Gorelick Philip B., et al. "Vascular contributions to cognitive impairment and dementia: a statement for healthcare professionals from the American Heart Association/American Stroke Association." Stroke 429 (2011): 2672–2713 10.1161/STR.0b013e3182299496 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Gorelick PB, Scuteri A, Black SE, et al. Vascular contributions to cognitive impairment and dementia: a statement for healthcare professionals from the American heart association/America stroke association. Stroke 2011; 42: 2672–713 10.1161/STR.0b013e3182299496 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Holroyd S, Shepherd ML. Alzheimer's disease: a review for the ophthalmologist. Surv Ophthalmol 2001;45:516–524. 10.1016/s0039-6257(01)00193-x [DOI] [PubMed] [Google Scholar]
  • 74.Lewis DA, Campbell MJ, Terry RD, Morrison JH. Laminar and regional distributions of neurofibrillary tangles and neuritic plaques in Alzheimer's disease. A quantitative study of visual and auditory cortices. J Neurosci 1987;7: 1799–1808. 10.1523/JNEUROSCI.07-06-01799.1987 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Parisi V, Restuccia R, Fattapposta F, et al. Morphological and functional retinal impairment in Alzheimer's disease patients. Clin Neurophysiol. 2001. October;112(10):1860–7 10.1016/s1388-2457(01)00620-4 [DOI] [PubMed] [Google Scholar]
  • 76.Krasodomska K, Lubinski W, Potemsowski A. et al. Pattern electroretinogram (PERG) and pattern visual evoked potential (PVEP) in the early stages of Alzheimer's disease Doc Ophthalmol. 2010. October; 121(2): 111–121. 10.1007/s10633-010-9238-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Criscuolo C, Cerri E, Fabiani C et al. The retina as a window to early dysfunctions of Alzheimer's disease following studies with a 5xFAD mouse model Neurobiology of Aging, 2018; vol. 67, pp. 181–188. 10.1016/j.neurobiolaging.2018.03.017 [DOI] [PubMed] [Google Scholar]
  • 78.Di Prospero NA, Chen E-Y, Charles V, Plomann M,Kordower JH, Tagle DA. Early changes in Huntington's disease patient brains involve alterations incytoskeletal and synaptic elements.J Neurocytol 2004;33: 517–33 10.1007/s11068-004-0514-8 [DOI] [PubMed] [Google Scholar]
  • 79.Ames A III. CNS energy metabolism as related to function. Brain Res Brain Res Rev. 2000;34:42–68. 10.1016/s0165-0173(00)00038-2 [DOI] [PubMed] [Google Scholar]
  • 80.Freitas S, Simoes MR, Alves L, et al. Montreal Cognitive Assessment (MoCA): validation study for vascular dementia. J Int Neuropsychol Soc 2012; 18: 1031–40 10.1017/S135561771200077X [DOI] [PubMed] [Google Scholar]
  • 81.Santos CY, Johnson LN, Sinoff SE, et al. Change in retinal structure anatomy during the preclinical stage of Alzheimer's disease. Alzheimer Dement (Amst) 2018: 10; 196–209 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Lopez-de-Eguileta A, Lage C, et al. Ganglion cell layer thinning in prodromal Alzheimer's disease defined by amyloid-PET. Alzheimer Dement (NY) 2019; 5: 570–8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Bayer AU, Keller ON, Ferrari F, et al. Association of glaucoma with neurodegenerative diseases with apoptotic cell death: Alzheimer's disease and parkinson's disease. Am J Ophthalmol 2002: 133(1); 135–7. 10.1016/s0002-9394(01)01196-5 [DOI] [PubMed] [Google Scholar]
  • 84.Bayer AU, Ferrari F, Erb C. High occurrence rate of glaucoma among patients with Alzheimer's disease. Eur Neurol 2002: 47(3); 165–8 10.1159/000047976 [DOI] [PubMed] [Google Scholar]
  • 85.Guo L, Salt TE, Luong V, et al. Targeting amyloid-? in glaucoma treatment. Proc Natl Acad Sci USA 2007: 104(33); 13444–9 10.1073/pnas.0703707104 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Gasparini L, Crowther RA, Martin KR, et al. Tau inclusions in retinal ganglion cells of human P301S tau transgenic mice: effects on axonal viability. Neurobiol Aging 2011; 323: 419–33 [DOI] [PubMed] [Google Scholar]
  • 87.Salobrar-Garcia E, de Hoz R, Ramirez AI, et al. Changes in visual function and retinal structure in the progression of Alzheimer's disease. PloS One 2019; 14(8):e0220535 10.1371/journal.pone.0220535 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.Mutku U, Colijn JM, Ikram MA, et al. Association of retinal neurodegeneration on optical coherence tomography with dementia. JAMA Neurol 2018; 75(10); 1256–63 10.1001/jamaneurol.2018.1563 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89.Trick GL, Trick LR, Morris P, et al. Visual field loss in senile dementia of the Alzheimer's type. Neurology 1995; 54(1) 68–74 [DOI] [PubMed] [Google Scholar]
  • 90.Lu Y, Li Z, Zhang X, Ming B, Jia J, Wang R, Ma D. Retinal nerve fiber layer structure abnormalities in early Alzheimer's disease: evidence in optical coherence tomography. Neurosci Lett. 2010;480:69–72. 10.1016/j.neulet.2010.06.006 [DOI] [PubMed] [Google Scholar]
  • 91.Danesh-Meyer H, Birch H, Ku JY, Carroll S, Gamble G. Reduction of optic nerve fibers in patients with Alzheimer disease identified by laser imaging. Neurology. 2006;67:1852–4 10.1212/01.wnl.0000244490.07925.8b [DOI] [PubMed] [Google Scholar]
  • 92.Berisha F, Feke GT, Trempe CL, McMeel JW, Schepens CL. Retinal abnormalities in early Alzheimer's disease. Invest Ophthalmol Vis Sci. 2007; 48:2285–2289. 10.1167/iovs.06-1029 [DOI] [PubMed] [Google Scholar]
  • 93.Kergoat H, Kergoat MJ, Justino L, Chertkow H, Robillard A, Bergman H. An evaluation of the retinal nerve fiber layer thickness by scanning laser polarimetry in individuals with dementia of the Alzheimer type. Acta Ophthalmol Scand. 2001;79:187–91. 10.1034/j.1600-0420.2001.079002187.x [DOI] [PubMed] [Google Scholar]
  • 94.Kurna SA, Akar G, Altun A, Agirman Y, Gozke E, Sengor T. Confocal scanning laser tomography of the optic nerve head on the patients with Alzheimer's disease compared to glaucoma and control. Int Ophthalmol. 2014;34:1203–11 10.1007/s10792-014-0004-z [DOI] [PubMed] [Google Scholar]
  • 95.Bulut M, Kurtulu? F, G?zkaya O, et al. Evaluation of optical coherence tomography angiographic findings in Alzheimer's type dementia. Br J Ohthalmol 2018; 102: 233–237 [DOI] [PubMed] [Google Scholar]
  • 96.Zabel P, Kaluzny JJ, Wilcosc-Debczynska M, et al. Comparison of retinal microvasculature in patients with Alzheimer'd disease and primary open-angle glaucoma by optical coherence tomography angiography. Invest Ophthalmol Vis Sci 2019; 60: 3447–3455 10.1167/iovs.19-27028 [DOI] [PubMed] [Google Scholar]
  • 97.Zivkovic M, Dayanir V, Kocaturk T, et al. Foveal avascular zone in normal tension glaucoma measured by optical coherence tomography angiography. Biomed Res Int 2017; 2017:3079141 10.1155/2017/3079141 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 98.Lee CY, Liu CH, Chen HC, et al. Correlation between basal macular circulation and following glaucomatous damage in progressed high-tension and normal-tension glaucoma. Ophthalmic Res 2019; 62(1): 46–54 10.1159/000499695 [DOI] [PubMed] [Google Scholar]
  • 99.Kwon J, Choi J, Shin JVV, et al. Alterations of the foveal avascular zone measured by optical coherence tomography angiography in glaucoma patients with central visual field defects. Invest ophthalmol Vis Sci 2017; 58: 1637–45, 10.1167/iovs.16-21079 [DOI] [PubMed] [Google Scholar]
  • 100.Ch'ng TW, Gillmann K, Hoskens K, et al. Effect of surgical intraocular pressure lowering on retinal structures—nerve fibre layer, foveal avascular zone, peripapillary and macular vessel density: 1 year results. Eye (Lond) 2019. 10.1038/s41433-019-0560-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.Hof PR, Morrison JH. Quantitative analysis of a vulnerable subset of pyramidal neurons in Alzheimer's disease: II. Primary and secondary visual cortex. J Comp Neurol.1990; 301:55–64. 10.1002/cne.903010106 [DOI] [PubMed] [Google Scholar]

Decision Letter 0

Stephen D Ginsberg

31 Dec 2019

PONE-D-19-31892

RE-PERG in early-onset Alzheimer’s Disease. A double-blind, electrophysiological pilot study

PLOS ONE

Dear Dr. Mavilio,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration by 2 Reviewers and an Academic Editor, all of the critiques of both Reviewers must be addressed in detail in a revision to determine publication status. If you are prepared to undertake the work required, I would be pleased to reconsider my decision, but revision of the original submission without directly addressing the critiques of the two Reviewers does not guarantee acceptance for publication in PLOS ONE. If the authors do not feel that the queries can be addressed, please consider submitting to another publication medium. A revised submission will be sent out for re-review. The authors are urged to have the manuscript given a hard copyedit for syntax and grammar.

==============================

Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. 

Reviewer #1: Yes

Reviewer #2: Yes

**********

2. Has the statistical analysis been performed appropriately and rigorously? 

Reviewer #1: Yes

Reviewer #2: Yes

**********

3. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: Introduction:

1. Authors should explain in more detail what Alzheimer's disease is and how it differs from (VD) -related MCI, describe changes in the CNS, retina, and why eye biomarkers may be useful.

2. How do we confirm the diagnosis of AD in sMRI?

MATERIALS AND METHODS:

1. The authors described that neurologic exclusion criteria were: „neurological / psychiatric conditions other than mild AD"- what about patients who had vascular dementia? After all, they were included in the study.

2. Did all participants have an MRI? How on the basis of sMRI diagnosed and distinguish patients with AD and VD.

3. The description of the statistics should be more detailed, paying attention to the tests used.

Results:

1. „ANOVA analysis showed no difference between groups for age. MD. PSD RNFL and GCC.”- errors in punctuation

2. Please specify the number and characteristics of excluded subjects to reduce the selection bias.

Discussion:

1. Epidemiology, diagnosis and pathogenesis should be included in the introduction (not in the discussion).

2. Unfortunately, the most effective tests for the diagnosis of AD are expensive and invasive.”- e.g. MRI is not an invasive test, therefore this sentence should be formulated more precisely

3. "Since the neurodegeneration of RGCs shows similar features in both glaucoma and AD, we performed this study in order to evaluate the ability of RE-PERG in the identification of the early stage of AD. "- How can RE-PERG distinguish AD from glaucoma? Since the PERG test is used in glaucoma diagnosis why the authors did not compare glaucoma, AD and HC?

4. The authors did not describe the limitations of their research

5. MMSE may not be the best cognitive test with which to measure AD related cognitive impairment. This should be acknowledged and the limitations explored in the discussion.

6. Why do the authors compare patients with VD to AD and NC if the problem is to distinguish AD from glaucoma? I think that vascular changes in the retina in AD patients should be mentioned (Bulut, M., Kurtuluş, F., Gözkaya, O., Erol, M. K., Cengiz, A., Akıdan, M., & Yaman, A. (2018). Evaluation of optical coherence tomography angiographic findings in Alzheimer’s type dementia. British Journal of Ophthalmology, 102(2), 233-237.) and describe differences in microvascularization between AD, POAG and NC (Zabel, P., Kaluzny, J. J., Wilkosc-Debczynska, M., Gebska-Toloczko, M., Suwala, K., Zabel, K., ... & Araszkiewicz, A. (2019). Comparison of Retinal Microvasculature in Patients With Alzheimer's Disease and Primary Open-Angle Glaucoma by Optical Coherence Tomography Angiography. Investigative ophthalmology & visual science, 60(10), 3447-3455.)

References:

1. Kamila K., Wojciech L., Andrzej P. Pattern electroretinogram (PERG) and pattern visual evoked potential (PVEP) in the early stages of Alzheimer’s disease Doc Ophthalmol. 2010 435 Oct; 121(2): 111–121.”- these are not the author's' last names

Reviewer #2: Manuscript n.: PONE-D-19-31892

TITLE: RE-PERG in early-onset Alzheimer’s disease. A double-blind electrophysiological pilot study.

Article Type: Research Article.

In this study, the Authors investigate the ability RE-PERG (retest PERG) in detection inner retinal bioelectric function abnormalities in patients with early-onset Alzheimer Disease (AD). They investigated a series of pt. (17 pt.) with AD and report mean RE-PERG amplitude significantly lower and phase of 2nd harmonic (PERG SDPh) higher in AD pts. compared with controls. Moreover, they affirm that RE-PERG can be useful to identify early AD stages and that changes may be imputable to magnocellular pathway dysfunction not present in other conditions, like vascular dementia and conclude that RE-PERG could be a new promising biomarker of neurodegenerative disease.

The study is well conducted and written, results are clear, sound well and could be interesting for the readership of the journal, even if not at all new (see previous paper on the same field reported in references).

The manuscript has some issues needed to be addressed.

Major criticism are:

- First, the AA address the magnocellular pathway (M pathway), but it should be kept in mind that there are other pathway subsystems (Parvo-, P and Konio-cellular, K subsystem; see Paper of Livingstone, Porciatti, van Essen etc. on this topic). The AA should add some information concerning these subsystems and their propriety. In fact whereas color information is processed mainly by the P system, luminance by both P and M subsystem. Moreover, the stimulus employed by the AA is not selective for the Magno and result could be aspecific. The AA should add some informations on visual pathways subsystem and property.

- Second the AA to exclude a bias in their study should exclude involvement of other subsystem before to affirm an exclusive magnocellular dysfunction in their conclusions. Please clarify.

- Third, How can the AA exclude that a lower RE-PERG and a higher SDPh RE-PERG are not an aspecific changes

Keywords: I suggest add visual pathway subsystem.

Abstract: modify according the above criticisms.

Introduction: see major criticisms.

In line 89 they affirm that “ … this parameter is not influenced by optical …”; I suggest “scarcely influenced by refraction “

Materials and methods: -

Discussion and Concluding remarks: they have to be rewritten following the above suggestions and comments.

References: there are only few typing mistaken and two reference in my opinion seems the same (n. 14 and 56): check.

**********

6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: Yes: Przemyslaw Zabel

Reviewer #2: Yes: Ferdinando Sartucci

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email us at figures@plos.org. Please note that Supporting Information files do not need this step.

==============================

We would appreciate receiving your revised manuscript by June, 2020. When you are ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter.

To enhance the reproducibility of your results, we recommend that if applicable you deposit your laboratory protocols in protocols.io, where a protocol can be assigned its own identifier (DOI) such that it can be cited independently in the future. For instructions see: http://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). This letter should be uploaded as separate file and labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. This file should be uploaded as separate file and labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. This file should be uploaded as separate file and labeled 'Manuscript'.

Please note while forming your response, if your article is accepted, you may have the opportunity to make the peer review history publicly available. The record will include editor decision letters (with reviews) and your responses to reviewer comments. If eligible, we will contact you to opt in or out.

We look forward to receiving your revised manuscript.

Kind regards,

Stephen D. Ginsberg, Ph.D.

Section Editor

PLOS ONE

Journal requirements:

1) When submitting your revision, we need you to address these additional requirements.

Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming. The PLOS ONE style templates can be found at

http://www.journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf and http://www.journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf

2) Please describe in your methods section how capacity to provide consent was determined for the participants in this study. Please also state whether your ethics committee or IRB approved this consent procedure. If you did not assess capacity to consent please briefly outline why this was not necessary in this case.

3) Thank you for including your ethics statement:

"The Institutional Review Board and Ethics Committee of the institute approved the study, and the study protocol adhered to the tenets of the Declaration of Helsinki. Written informed consent was obtained from each participating patient."

i) Please amend your current ethics statement to include the full name of the ethics committee/institutional review board(s) that approved your specific study.

ii) Once you have amended this/these statement(s) in the Methods section of the manuscript, please add the same text to the “Ethics Statement” field of the submission form (via “Edit Submission”).

For additional information about PLOS ONE ethical requirements for human subjects research, please refer to http://journals.plos.org/plosone/s/submission-guidelines#loc-human-subjects-research.

4) Thank you for stating the following financial disclosure:

 [NO].

  1. Please provide an amended Funding Statement that declares *all* the funding or sources of support received during this specific study (whether external or internal to your organization) as detailed online in our guide for authors at http://journals.plos.org/plosone/s/submit-now.  

  1. Please state what role the funders took in the study.  If any authors received a salary from any of your funders, please state which authors and which funder. If the funders had no role, please state: "The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript."

* Please include your amended statements within your cover letter; we will change the online submission form on your behalf.

5) Thank you for stating the following in your Competing Interests section: 

[NO].

i) Please complete your Competing Interests on the online submission form to state any Competing Interests. If you have no competing interests, please state "The authors have declared that no competing interests exist.", as detailed online in our guide for authors at http://journals.plos.org/plosone/s/submit-now

ii)  This information should be included in your cover letter; we will change the online submission form on your behalf.

6) Please include your tables as part of your main manuscript and remove the individual files. Please note that supplementary tables (should remain/ be uploaded) as separate "supporting information" files.

PLoS One. 2020 Aug 13;15(8):e0236568. doi: 10.1371/journal.pone.0236568.r002

Author response to Decision Letter 0


18 May 2020

Dear Editor,

Enclosed you find the updated version of our manuscript, which has been widely revised according to your reviewers' criticisms. The manuscript has also been corrected by an English medical editor.

The Authors have declared that no competing interest exist.

The Authors received no specific funding for this work

Best regards

5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: Introduction:

1. Authors should explain in more detail what Alzheimer's disease is and how it differs from (VD) -related MCI, describe changes in the CNS, retina, and why eye biomarkers may be useful.

DONE: please, see new introduction

2. How do we confirm the diagnosis of AD in sMRI?

DONE: please, see introduction, lines 93-95

MATERIALS AND METHODS:

1. The authors described that neurologic exclusion criteria were: „neurological / psychiatric conditions other than mild AD"- what about patients who had vascular dementia? After all, they were included in the study.

DONE: line 149

2. Did all participants have an MRI? How on the basis of sMRI diagnosed and distinguish patients with AD and VD.

DONE: please, see introduction and lines 165-166

3. The description of the statistics should be more detailed, paying attention to the tests used.

DONE: lines 219-228

Results:

1. „ANOVA analysis showed no difference between groups for age. MD. PSD RNFL and GCC.”- errors in punctuation

DONE: lines 249-251

2. Please specify the number and characteristics of excluded subjects to reduce the selection bias.

DONE: lines 239-241

Discussion:

1. Epidemiology, diagnosis and pathogenesis should be included in the introduction (not in the discussion).

DONE: please, see new introduction

2. Unfortunately, the most effective tests for the diagnosis of AD are expensive and invasive.”- e.g. MRI is not an invasive test, therefore this sentence should be formulated more precisely

DONE: please, see lines 269-270

3. "Since the neurodegeneration of RGCs shows similar features in both glaucoma and AD, we performed this study in order to evaluate the ability of RE-PERG in the identification of the early stage of AD. "- How can RE-PERG distinguish AD from glaucoma? Since the PERG test is used in glaucoma diagnosis why the authors did not compare glaucoma, AD and HC?

This is not the aim of our study. This matter is developed in the discussion section; currently no diagnostic test used for glaucoma (i.e. OCT of the optic nerve, visual field examination, electrophysiological tests) can distinguish between glaucoma and AD, this is true also for REPERG. According to some works the only difference seems to be the appareance of the optic nerve (which should show cupping in glaucoma but not in AD) even if according to other authors a similar cupping can be observed also in AD. As we state in the discussion section, this situation can make it difficult to distinguish between glaucoma and AD, especially when a raise of intraocular pressure is not detectable, that is, in case of normal-tension glaucoma suspect.

4. The authors did not describe the limitations of their research

DONE: please, see lines 317-325

5. MMSE may not be the best cognitive test with which to measure AD related cognitive impairment. This should be acknowledged and the limitations explored in the discussion.

DONE: please, see lines 317-325

6. Why do the authors compare patients with VD to AD and NC if the problem is to distinguish AD from glaucoma? I think that vascular changes in the retina in AD patients should be mentioned (Bulut, M., Kurtuluş, F., Gözkaya, O., Erol, M. K., Cengiz, A., Akıdan, M., & Yaman, A. (2018). Evaluation of optical coherence tomography angiographic findings in Alzheimer’s type dementia. British Journal of Ophthalmology, 102(2), 233-237.) and describe differences in microvascularization between AD, POAG and NC (Zabel, P., Kaluzny, J. J., Wilkosc-Debczynska, M., Gebska-Toloczko, M., Suwala, K., Zabel, K., ... & Araszkiewicz, A. (2019). Comparison of Retinal Microvasculature in Patients With Alzheimer's Disease and Primary Open-Angle Glaucoma by Optical Coherence Tomography Angiography. Investigative ophthalmology & visual science, 60(10), 3447-3455.)

DONE: please see our answer to point 3. As for OCT-A, see lines 342-351

References:

1. Kamila K., Wojciech L., Andrzej P. Pattern electroretinogram (PERG) and pattern visual evoked potential (PVEP) in the early stages of Alzheimer’s disease Doc Ophthalmol. 2010 435 Oct; 121(2): 111–121.”- these are not the author's' last names

DONE

Reviewer #2: Manuscript n.: PONE-D-19-31892

TITLE: RE-PERG in early-onset Alzheimer’s disease. A double-blind electrophysiological pilot study.

Article Type: Research Article.

In this study, the Authors investigate the ability RE-PERG (retest PERG) in detection inner retinal bioelectric function abnormalities in patients with early-onset Alzheimer Disease (AD). They investigated a series of pt. (17 pt.) with AD and report mean RE-PERG amplitude significantly lower and phase of 2nd harmonic (PERG SDPh) higher in AD pts. compared with controls. Moreover, they affirm that RE-PERG can be useful to identify early AD stages and that changes may be imputable to magnocellular pathway dysfunction not present in other conditions, like vascular dementia and conclude that RE-PERG could be a new promising biomarker of neurodegenerative disease.

The study is well conducted and written, results are clear, sound well and could be interesting for the readership of the journal, even if not at all new (see previous paper on the same field reported in references).

The manuscript has some issues needed to be addressed.

Major criticism are:

- First, the AA address the magnocellular pathway (M pathway), but it should be kept in mind that there are other pathway subsystems (Parvo-, P and Konio-cellular, K subsystem; see Paper of Livingstone, Porciatti, van Essen etc. on this topic). The AA should add some information concerning these subsystems and their propriety. In fact whereas color information is processed mainly by the P system, luminance by both P and M subsystem. Moreover, the stimulus employed by the AA is not selective for the Magno and result could be aspecific. The AA should add some informations on visual pathways subsystem and property.

DONE: please, see new introduction (lines 71-83)

- Second the AA to exclude a bias in their study should exclude involvement of other subsystem before to affirm an exclusive magnocellular dysfunction in their conclusions. Please clarify.

Please please, see new introduction and comments (lines 77-80)

- Third, How can the AA exclude that a lower RE-PERG and a higher SDPh RE-PERG are not an aspecific changes

By means of exclusion criteria

Keywords: I suggest add visual pathway subsystem.

DONE

Abstract: modify according the above criticisms.

DONE: please, see lines 317-325

Introduction: see major criticisms.

In line 89 they affirm that “ … this parameter is not influenced by optical …”; I suggest “scarcely influenced by refraction “

Our statement is based on exclusion criteria and on our previous works (ref 56-58)

Materials and methods: -

Discussion and Concluding remarks: they have to be rewritten following the above suggestions and comments.

DONE

References: there are only few typing mistaken and two reference in my opinion seems the same (n. 14 and 56): check.

DONE

Attachment

Submitted filename: Response to Reviewers.docx

Decision Letter 1

Stephen D Ginsberg

22 Jun 2020

PONE-D-19-31892R1

RE-PERG in early-onset Alzheimer’s disease:  A double-blind, electrophysiological pilot study

PLOS ONE

Dear Dr. Mavilio,

Thank you for resubmitting your work to PLOS ONE. Please make the corrections posed by Reviewer #2 so I can render a decision on this manuscript.

==============================

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #1: All comments have been addressed

Reviewer #2: (No Response)

**********

2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. 

Reviewer #1: Yes

Reviewer #2: Yes

**********

3. Has the statistical analysis been performed appropriately and rigorously? 

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

**********

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: All the concerns have been addressed. The authors corrected the manuscript in accordance with the suggestions of the reviewers, which made the manuscript suitable for publication.

Reviewer #2: Manuscript n.: PONE-D-19-31892

TITLE: RE-PERG in early-onset Alzheimer’s disease. A double-blind electrophysiological pilot study.

Article Type: Research Article.

I revised again with pleasure the interesting manuscript that in many aspects has been significantly improved. The Authors were able to overcome most of criticisms.

Therefore I only have only two minor comments:

-Changes in Re-PERG were they also accompanied in parallel by changes in the so-called apparent latency or not?

-The main conclusion that Re-PERG changes may be attributable predominantly to magnocellular pathway should be softened because the other two visual stream (Konio and Parvo) were not investigated; in my opinion their study prove an alteration in RE-PERGs more evident in AD compared with VD. Otherwise it seems that the AA want to prove forcedly that an involvement of the RE-PERG means diagnosis of AD and instead may also be present in other diseases or depend from common visual changes age-related, e.g. presbyopia, cataract and so on.

**********

7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #2: Yes: Ferdinando Sartucci

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

==============================

Please submit your revised manuscript by September, 2020. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: http://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols

We look forward to receiving your revised manuscript.

Kind regards,

Stephen D. Ginsberg, Ph.D.

Section Editor

PLOS ONE

PLoS One. 2020 Aug 13;15(8):e0236568. doi: 10.1371/journal.pone.0236568.r004

Author response to Decision Letter 1


5 Jul 2020

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: All the concerns have been addressed. The authors corrected the manuscript in accordance with the suggestions of the reviewers, which made the manuscript suitable for publication.

Reviewer #2: Manuscript n.: PONE-D-19-31892

TITLE: RE-PERG in early-onset Alzheimer’s disease. A double-blind electrophysiological pilot study.

Article Type: Research Article.

I revised again with pleasure the interesting manuscript that in many aspects has been significantly improved. The Authors were able to overcome most of criticisms.

Therefore I only have only two minor comments:

-Changes in Re-PERG were they also accompanied in parallel by changes in the so-called apparent latency or not?

The apparent latency is evaluated by measuring the phase as a function of temporal frequency, i.e. using different temporal frequencies; in this study we used only one temporal frequency (please, see methods), therefore the apparent latency was not evaluated

-The main conclusion that Re-PERG changes may be attributable predominantly to magnocellular pathway should be softened because the other two visual stream (Konio and Parvo) were not investigated (clarified: see lines 43, 288, 299-301); in my opinion their study prove an alteration in RE-PERGs more evident in AD compared with VD. Otherwise it seems that the AA want to prove forcedly that an involvement of the RE-PERG means diagnosis of AD and instead may also be present in other diseases or depend from common visual changes age-related, e.g. presbyopia, cataract and so on. We had widely discussed problems related to the differential diagnosis between glaucoma and AD based on several diagnostic tools, including REPERG. As for the other conditions, see lines 350-355

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #1: All comments have been addressed

Reviewer #2: (No Response)

2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #2: Yes

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: All the concerns have been addressed. The authors corrected the manuscript in accordance with the suggestions of the reviewers, which made the manuscript suitable for publication.

Reviewer #2: Manuscript n.: PONE-D-19-31892

TITLE: RE-PERG in early-onset Alzheimer’s disease. A double-blind electrophysiological pilot study.

Article Type: Research Article.

I revised again with pleasure the interesting manuscript that in many aspects has been significantly improved. The Authors were able to overcome most of criticisms.

Therefore I only have only two minor comments:

-Changes in Re-PERG were they also accompanied in parallel by changes in the so-called apparent latency or not?

-The main conclusion that Re-PERG changes may be attributable predominantly to magnocellular pathway should be softened because the other two visual stream (Konio and Parvo) were not investigated; in my opinion their study prove an alteration in RE-PERGs more evident in AD compared with VD. Otherwise it seems that the AA want to prove forcedly that an involvement of the RE-PERG means diagnosis of AD and instead may also be present in other diseases or depend from common visual changes age-related, e.g. presbyopia, cataract and so on.

Attachment

Submitted filename: Response to reviewers.docx

Decision Letter 2

Stephen D Ginsberg

10 Jul 2020

RE-PERG in early-onset Alzheimer’s disease:  A double-blind, electrophysiological pilot study

PONE-D-19-31892R2

Dear Dr. Mavilio,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org.

If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org.

Kind regards,

Stephen D. Ginsberg, Ph.D.

Section Editor

PLOS ONE

Acceptance letter

Stephen D Ginsberg

14 Jul 2020

PONE-D-19-31892R2

RE-PERG in early-onset Alzheimer’s disease: A double-blind, electrophysiological pilot study

Dear Dr. Mavilio:

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department.

If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org.

If we can help with anything else, please email us at plosone@plos.org.

Thank you for submitting your work to PLOS ONE and supporting open access.

Kind regards,

PLOS ONE Editorial Office Staff

on behalf of

Dr. Stephen D. Ginsberg

Section Editor

PLOS ONE

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    Attachment

    Submitted filename: Response to Reviewers.docx

    Attachment

    Submitted filename: Response to reviewers.docx

    Data Availability Statement

    All relevant data are within the manuscript.


    Articles from PLoS ONE are provided here courtesy of PLOS

    RESOURCES