Abstract
Purpose: To review the demographic and clinical profile of patients developing acute macular neuroretinopathy (AMN) or paracentral acute middle maculopathy (PAMM) after receiving coronavirus disease-2019 (COVID-19) vaccination or infection. Methods: In this review article, the published literature was searched to determine cases developing either AMN or PAMM after COVID-19 vaccinations or infections. Data, including demographic profile, presenting features, symptoms, diagnosis, and clinical outcomes, were extracted from the selected publications. These parameters were compared between the two groups, i.e., patients developing AMN/PAMM either after vaccination or infection. Results: After the literature review, 57 patients developing either AMN (n = 40), PAMM (n = 14), or both (n = 3) after COVID-19 infection (n = 29) or vaccination (n = 28) were included (mean age: 34.9 ± 14.4 years; n = 38; 66.7% females). In 24.6% patients, the diagnosis of COVID-19 infection was preceded by the development of ocular disease. There were no significant differences in the age or gender between the patients developing AMN or PAMM after vaccination or infection (p > 0.13). Among the vaccination group, the highest number of patients developing AMN/PAMM were after the Oxford-AstraZeneca (n = 12; 42.9%). Patients with vaccination had a significantly early onset of AMN/PAMM compared to those with infection (11.5 ± 17.6 days versus 37.8 ± 43.6 days; p = 0.001). Conclusions: Both AMN and PAMM are reported to be associated with COVID-19 infections and in persons receiving vaccination against COVID-19. While COVID-19 infections and vaccinations may have a contributory role, other risk factors such as oral contraceptive pills may also play a role in the development of the disease.
Keywords: acute macular neuroretinopathy, paracentral acute middle maculopathy, SARS-CoV-2 infection, COVID-19, vaccination, optical coherence tomography
1. Introduction
Novel SARS-CoV-2 infection is attributed to the result of a hypercoagulable state, which can induce thrombus formation leading to local embolism in the small vessels and micro-vessels of the relevant target organs [1]. Various other pathological events leading to a pro-inflammatory and anti-fibrinolytic state, such as the development of antiphospholipid antibodies and increase in D-dimer levels, were reported to contribute to the hypercoagulable state in patients with COVID-19 [1]. Similarly, several reports of unusual thromboembolic adverse events were reported following the widespread use of anti-SARS-CoV-2 vaccinations. In accordance with the literature, various clinical conditions secondary to thromboembolic and ischemic episodes were reported in the eyes of patients with COVID-19 infection and in patients receiving anti-SARS-CoV-2 vaccinations [2,3].
In a prospective cross-sectional study by Sim et al., one in nine patients with COVID-19 infections had microvascular alterations on ocular imaging, and these signs were observed even in asymptomatic patients with normal vital signs [4]. On the other hand, the exact cause or association between such microvascular changes and COVID-19 vaccination is not clear, but there are several reports that have highlighted the role of vaccine-induced inflammation.
Acute macular neuroretinopathy (AMN) is a rare, outer retinal, microvascular disorder characterized by acute onset wedge-shaped or petaloid perifoveal lesions and ischemia of the deep retinal capillary plexus, involving the external limiting membrane and photoreceptors. Paracentral acute middle maculopathy (PAMM) is also a manifestation of outer retinal ischemia with intermediate/deep retinal capillary plexus involvement but limited to the inner nuclear layer, outer plexiform/nuclear layers. Various systemic risk factors are reported in association with AMN: flu-like illness, fever, oral contraceptive use, systemic shock, antecedent trauma, and dengue fever, among others. A non-specific flu-like illness or fever was reported in almost half of the patients in a review of 101 cases of AMN [5]. PAMM was reported with various other retinal vascular diseases such as retinal vascular occlusions, inflammatory chorioretinopathies, congenital glaucoma, foveal hypoplasia, various intraocular and extraocular surgeries, and systemic vascular diseases, as well as in healthy patients [6]. Recently, there has been an increase in the literature concerning these two entities in patients with SARS-CoV-2 infection and in patients with anti-SARS-CoV-2 vaccinations.
2. Materials and Methods
The study was designed as a review of published AMN and PAMM cases in the literature associated with COVID-19 infections or vaccination. Since the study analyzed published manuscripts, institutional ethics clearance was not required for the study, and there were no informed consent documents. The study adhered to the tenets of the declaration of Helsinki. We conducted a detailed review of the literature on Medline (National Library of Medicine/PUBMED) from December 2020 until 30 September 2022. The search was conducted by two ophthalmologists (retina specialists with fellowship training) using terms such as ‘acute macular neuroretinopathy’, ‘paracentral acute middle maculopathy’ AND/OR ‘SARS-CoV-2′, ‘COVID-19’, and ‘COVID-19 vaccine’. The bibliographies of the retrieved articles were searched thoroughly to find relevant articles.
The manuscripts in the English language were selected for further analysis only. The inclusion criteria were published cases, case series, or original articles of patients with the diagnosis of either AMN, PAMM, or both associated with COVID-19 infection or vaccination. We included studies with either definitive diagnosis of COVID-19 or recipients of COVID vaccination (any approved type of vaccine), including booster doses. Cases without a definitive diagnosis of COVID-19 infection were excluded from this analysis [7]. If a case exhibited pre-existing AMN or PAMM, they were excluded from the analysis. The definition of AMN and PAMM was used based on the published manuscripts, essentially with the help of clinical examination, fundus photography, and multimodal imaging techniques including optical coherence tomography (OCT), fluorescein angiography (FA), and optical coherence tomography angiography (OCTA), whichever were available.
For the purpose of the study, we collected available demographic data from the published cases, including data such as gender, age, ethnicity, and geographic location (if available). The data concerning previous or current COVID-19 infection and vaccination (type, number of doses, and time since last dose) were noted. The medical history of the patients available in the published cases, such as history of drug intake, pre-existing medical conditions, previous surgeries, or ocular findings were noted. The details of the ophthalmic examination and imaging findings were noted for each case. The course of the AMN and PAMM lesions were obtained, and treatments prescribed were also noted. Any additional clinical data such as additional diagnoses, complications, or findings were noted.
The data were collected in a pre-designed data collection sheet by two ophthalmologists. Data analysis was performed using GraphPad Prism® (GraphPad Software Inc., La Jolla, CA, USA) version 6.0. The demographic data were expressed in mean and standard deviation. The parameters between two groups, namely, AMN versus PAMM, and AMN or PAMM after vaccination or after COVID-19 infection were compared using Mann–Whitney U test. Binary data between the groups were analyzed using Chi Square test. The clinical findings, course of the disease, complications and other data were described using descriptive statistics. The total follow-up was also described using mean and standard deviation. The statistical significance was denoted by p < 0.05 and 95% confidence interval.
3. Results
A total of 57 cases of AMN and PAMM were obtained after analysis of the published literature. The mean age of all the patients included in the analysis was 34.9 ± 14.4 years. Among them, 29 developed either AMN or PAMM following COVID-19 infections (50.9%) (Table 1), and the other 28 had a history of recent COVID vaccination (49.1%). There were 38 females in the cohort (66.7%). (Table 1 and Table 2 describe the demographic features of the patients included in the study). The number of reported cases of AMN (n = 40; 70.2%) was higher than PAMM (n = 14; 24.6%). PAMM was more commonly seen in patients with COVID-19 infections (n = 10) than in patients following vaccinations (n = 4). PAMM was associated with central retinal artery occlusion (CRAO) in two patients with COVID-19 infection and in one patient with cilioretinal artery occlusion [8,9,10]. Turedi and Onal Gunay described the case of a 54-year-old male who developed CRAO two weeks following COVID-19 infection [8]. The laboratory work-up was non-contributory, and ancillary imaging after five days of diagnosis of CRAO revealed a diagnosis of coexisting PAMM [8]. In another case report by Matilde et al., a 41-year-old male presented with an optic neuritis-like picture in the left eye and was treated with pulse corticosteroid therapy. After three days, the patient developed Purtscher-like retinopathy, and a diagnosis of atypical CRAO was considered. OCT of the left eye revealed a PAMM lesion in this patient [9]. Subsequently, the patient tested positive at PCR for COVID-19 infection after he developed flu-like symptoms [9]. Two patients had combined features of AMN and PAMM in patients with the COVID-19 infected group, whereas one such case was reported in a vaccinated patient [11,12,13].
Table 1.
Author | Age/Sex | Duration (Days) | Laterality | Diagnosis | Presenting Symptoms | Clinical Findings | Outcome |
---|---|---|---|---|---|---|---|
Azar et al. [7] | 21/M | NA | Right Eye | AMN | Central Scotoma | NA | Favorable |
28/F | NA | Both Eyes | AMN | Paracentral scotoma | NA | NA | |
27/F | NA | Both Eyes | AMN | Paracentral scotoma | NA | NA | |
22/F | NA | Right Eye | AMN | Paracentral scotoma | NA | NA | |
Turedi and Onal Gunay [8] | 54/M | 14 | Right Eye | CRAO + PAMM | Vision loss | Pale, white retina and “cherry-red spot appearance” | |
Matilde et al. [9] | 41/M | - | Left Eye | atypical CRAO, PAMM | Decreased vision | Initially unremarkable, multiple Purtscher-like CWS, slight retinal whitening around the fovea, and cherry-red spot | Favorable |
Ozsaygılı et al. [10] | 26/F | 14 | Left Eye | PAMM | Central Visual Field Defect | Focal area of well-demarcated retinal whitening over the distribution of a CILRA in the superior papillomacular bundle region | Favorable |
Gascon et al. [11] | 53/M | - | Left Eye | AMN/PAMM | Loss of vision, Negative scotoma, Dyschromatopsia. | Retinal hemorrhages, Roth spots, subtle whitish Parafoveal lesions. | NA |
Goyal et al. [12] | 32/M | 120 | Both Eyes | AMN/PAMM | Paracentral and triangular negative scotoma | Triangular deeper retinal greyish-white lesion located superonasal to center of macula in right eye | NA |
Preti et al. [14] | 70/M | - | Left Eye | AMN | Diaphoresis, Paracentral scotoma, Vision loss | OD: Unremarkable OS: Old scleral buckle | Favorable |
Capuano et al. [15] | 27/M | - | Left Eye | PAMM | Paracentral scotoma, Dyschromatopsia | Subtle yellowish perifoveal halo | Partial Improvement |
37/F | - | Both Eyes | AMN | Paracentral scotoma | Alternated foveal reflex | Favorable | |
Naughton et al. [16] | 28/M | NA | Both Eyes | PAMM | Decreased vision | CWS, Intraretinal haemorrhages, Retinal pallor in fovea | Favorable |
Mace and Pipelet [17] | 39/F | 2 | Both Eyes | AMN | Photopsia, Para-central scotoma | Unremarkable | Persistent |
Aidar et al. [18] | 71/F | 14 | Left Eye | AMN | Diminution of vision | Foveal pigment mobilization | No Improvement |
Padhy et al. [19] | 19/F | 14 | Both Eyes | PAMM | Scotoma | CWS, subtle white lesions at macula | Favorable |
Castro et al. [20] | 36/F | 63 | Both Eyes | PAMM | Blurred vision | Superficial hemorrhages in macula and peripheral retina in left eye | Favorable |
Jonathan et al. [21] | 47/M | 60 | Right Eye | PAMM | Paracentral scotoma | Retinal Whitening | Scotoma persisted |
Diafas et al. [22] | 59/M | 14 | Both Eyes | AMN | Blurred vision | Unremarkable | Favorable |
24/F | 7 | Both Eyes | AMN | Paracentral Scotoma. | Perifoveal dark grey patches | No Improvement | |
Virgo et al. [23] | 32/M | 16 | Right Eye | AMN | Paracentral Scotoma | Unremarkable | |
37/F | 35 | Left Eye | PAMM | Paracentral Scotoma. | Unremarkable | NA | |
Sonmez et al. [24] | 41/F | 30 | Right Eye | PAMM | Paracentral Scotoma, Decreased Vision | Parafoveal hyper-pigmented round lesion and increased vascular tortuosity | NA |
Giacuzzo et al. [25] | 23/F | - | Both Eyes | AMN | Photopsias, Paracentral Scotomas | Unremarkable | Favorable |
Jalink and Bronkhor [26] | 29/F | 150 | Left Eye | AMN | Paracentral scotoma | Subtle alterations around fovea | Scotoma Unchanged |
Zamani et al. [27] | 35/F | - | Both Eyes | AMN | Paracentral scotoma, Photopsia | Multiple hemorrhages with white or pale center (Roth’s spots) | Died due to pneumonia |
David and Fivgas [28] | 22/F | - | Both Eyes | AMN | Scotoma | Multiple subtle reddish-brown petaloid lesions radiating from the fovea | NA |
Masjedi et al. [29] | 29/F | 14 | Left Eye | AMN | Paracentral scotoma | Unremarkable | Scotoma persisted |
Deshmukh et al. [30] | 56/F | - | Left Eye | AMN | Paracentral scotoma | Parafoveal retinal whitening | Stable |
M = male, F = female, AMN = acute macular neuroretinopathy, PAMM = paracentral acute middle maculopathy, CRAO = central retinal artery occlusion, CWS = cotton wool spot.
Table 2.
Authors | Age/Sex | Duration (Days) | COVID-19 Vaccine (Dose) | Diagnosis | Laterality | Presenting Symptoms | Clinical Features | Outcome |
---|---|---|---|---|---|---|---|---|
Vinzamuri et al. [13] | 35/M | 30 | Oxford–AstraZeneca (2) | PAMM/AMN | Both Eyes | Blurred vision, Black spots | Unremarkable | Favorable |
Diafas et al. [22] | 54/M | 21 | Pfizer–BioNTech (1) | AMN | Left Eye | Photopsia, Small scotoma | Orange–brown oval-shaped lesion superotemporal to the fovea | NA |
Jalink and Bronkhorst [26] | 42/F | 45 | Moderna (2) | AMN | Right Eye | Paracentral Scotoma | Faint, brownish circle nasal to the fovea | Favorable |
Zaheer et al. [31] | 22/F | 5 | Oxford–AstraZeneca (1) | AMN | Right Eye | Two paracentral scotomas, Flashes | Unremarkable | Stable |
Afonso et al [32] | 28/F | 2 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Paracentral Scotoma | Red brown petaloid lesions around the fovea. | Slight improvement |
Pichi et al. [33] | NA | 5 | Sinopharm BIBP (1) | AMN | Left Eye | Vision Loss | NA | Favorable |
NA | NA | Sinopharm BIBP (1) | AMN | NA | NA | NA | ||
NA | 1 # | Sinopharm BIBP (1) | PAMM | Left Eye | Blurring of vision, Inferior scotoma | A dot hemorrhage superior to the fovea. | NA | |
Patel and Yonekawa [34] | 26/F | 2 | Janssen (1) | AMN | Both Eyes | Paracentral Scotoma | Unremarkable | NA |
Bohler et al. [35] | 27/F | 2 | Oxford–AstraZeneca (1) | AMN | Left Eye | Paracentral Scotoma | Teardrop-shaped macular lesion | NA |
Book et al. [36] | 21/F | 3 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Paracentral Scotoma | Circumscribed paracentral dark lesions. | NA |
Dehghani et al. [37] | 38/M | 14 | Sinopharm BIBP (1) | PAMM | Right Eye | Flashes of light, Scotoma | Unremarkable | NA |
Mambretti et al. [38] | 22/F | 2 | Oxford–AstraZeneca (1) | AMN | Right Eye | Scotoma | Unremarkable | NA |
28/F | 2 | Oxford–AstraZeneca (1) | AMN | Right Eye | Paracentral scotoma | Unremarkable | NA | |
Bolletta et al. [39] | 24/F | 2 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Visual field defect | NA | Favorable |
Ishibashi et al. [40] | 33/F | 8 | Pfizer–BioNTech (2) | AMN | Left Eye | Field defect | Unremarkable | NA |
62/M | 7 | Pfizer–BioNTech (2) | PAMM | Left Eye | Visual field defect | Unremarkable | NA | |
Malerbi et al [41] | 50+/F | 30 | Sinopharm BIBP (1) | PAMM | Both Eyes | Scotoma | Subtle white lesions at the macula in RE and marked lesions in LE | Favorable |
Sanjay S et al. [42] | 25/F | 3 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Diminution of Vision, Scotoma | Unremarkable | NA |
Drüke D et al. [43] | 23/F | 1 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Paracentral Scotoma | a subtle brownish rimmed lesion parafoveal in the right eye and a bigger blurred lesion nasal to the macula in the left eye | Favorable |
Valenzuela DA et al. [44] | 20/F | 2 | Pfizer–BioNTech (2) | AMN | Both Eyes | Photopsias, Scotomata | Unremarkable | Favorable |
Rennie AT et al. [45] | 21/F | 3 | Moderna (2) | AMN | Both Eyes | Paracentral Scotomas | Perifoveal intraretinal hemorrhage, Reddish-brown perifoveal lesions | Favorable |
Bellur S et al. [46] | 64/F | 3 | Moderna (1) | AMN | Both Eyes | Diminution of Vision | Subtle, pigmentary changes in Macula | Mild Improvement |
Franchi A et al. [47] | 19/F | 1 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Sudden onset of fortifications | Large, opaque-appearing parafoveal wedge-shaped areas | Favorable |
31/F | 2 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Sudden onset of fortifications, Paracentral Scotoma | Small opaque-appearing area superior to the fovea | Favorable | |
40/F | 45 | Moderna (2) | AMN | Right Eye | Blurred vision, Photopsia | Pigmentary Changes | Favorable | |
Gabrielle PH et al. [48] | 25/F | 1 | Oxford–AstraZeneca (1) | AMN | Both Eyes | Paracentral Scotoma, Blackspots | Unremarkable | NA |
Chen S and Hodge C [49] | 21/F | 70 | Pfizer–BioNTech (1) | AMN | Left Eye | Paracentral Scotoma | Oval parafoveal lesions | NA |
M = male, F = female, AMN = acute macular neuroretinopathy, PAMM = paracentral acute middle maculopathy, # Symptoms started within 20 min of vaccination.
In 14 patients (24.6%), the diagnosis or confirmation of COVID-19 infection was preceded by the ocular symptoms and/or signs of AMN/PAMM [11,14,15]. Bilateral involvement was almost similar in both cohorts. The patients who developed AMN and PAMM after COVID-19 vaccinations were relatively younger than the cohort with COVID-19 infection, though it did not reach statistical significance (32.04 ± 13.2 years versus 36.7 ± 14.4 years; p = 0.13). Female predilection was more frequently observed in the cohort with COVID vaccination (though not statistically significant) (21 out of 28 patients; 75% versus 18 out of 29 patients; 62%) (p = 0.29). Among the female patients, 71% were either on or were using oral contraceptive pills or hormonal devices for birth control.
A total of 21 patients developed AMN and PAMM after the first dose of vaccination, Oxford-AstraZeneca (ChAdOx1-S (recombinant) vaccine) (n = 12) was the most common vaccine received by the patients in this group, followed by BNT162b2 (Pfizer Inc./BioNTech SE, Mainz, Germany) (referred to as Pfizer-BioNTech vaccine) and Sinopharm BIBP COVID-19 vaccine (referred to as Sinopharm BIBP vaccine) (n = 5 each), mRNA-1273 (Moderna Therapeutics Inc., Cambridge, MA, USA) (referred to as Moderna vaccine) (n = 4). One patient developed AMN in both eyes after Ad26.COV2.S (Janssen Pharmaceuticals, Beerse, Belgium) (referred to as Janssen Vaccine). Fourteen patients exhibited bilateral involvement in the vaccinated group, and among them, 12 had AMN and in one patient, both AMN and PAMM were described after COVID-19 vaccination. The details are provided in Table 2.
The cohort of patients with COVID-19 vaccination exhibited significantly early onset of AMN and PAMM when compared with the patients with SARS-CoV-2 infection (11.5 ± 17.6 days versus 37.8 ± 43.6 days; p = 0.001). One patient developed ocular symptoms within 20 min of vaccination, along with systemic symptoms such as malignant hypertension [33].
4. Discussion
Since its first description in 1975, one systemic review identified 101 cases of reports of AMN published before December 2014 [5] Our literature review shows a tremendous increase in reports of AMN and PAMM following COVID-19 infection and COVID-19 vaccinations in comparison to the previously published literature on these two clinical entities. The increase in awareness of these clinical entities and the greater use of optical coherence tomography (OCT) and other imaging such as OCT angiography (OCTA) in clinical practice are probably responsible for such an increase in these reports. Furthermore, viral flu-like illness and fever are already known systemic risk factors for AMN. In the published literature, we found a higher proportion of female patients developing AMN and PAMM. This could be attributed to a high percentage (more than 70%) of the female patients using hormone control and OCP that may have contributed to the increased risk of thromboembolic events in patients receiving COVID-19 vaccines. Therefore, due to the presence of confounding factors, our findings do not indicate that females may be more prone to developing retinal ischemic events following COVID-19 infections or vaccinations. This needs further assessment in the future studies.
It may be possible that many cases of AMN and PAMM resulting due to COVID-19 infections or vaccinations may be under-reported. There are other publicly available databases that provide information following adverse events related to vaccination, notably, the Vaccine Adverse Event Reporting System (VAERS), which is co-sponsored by the Centers of Disease Control (CDC) and the United States Food and Drug Administration (US-FDA). The VAERS is a self-reporting system available to the general population, as well as physicians, who can enter and report adverse events related to their vaccination. Since this is a freely available resource and voluntary in nature, it does not capture all the details regarding the adverse event, and there could be events that are unreported in VAERS database. In our study, we have not performed a VAERS database search. This is because data from VAERS are not peer-reviewed, and therefore, it is inappropriate to combine it with the data obtained from published research for this manuscript. The disease manifestations of AMN and PAMM may also be very subtle in nature. Considering the self-limiting course of these two conditions and possible minimal clinical signs and symptoms, many such cases of AMN/PAMM may have been unnoticed and, hence, were not reported, leading to a reporting bias.
A significant risk of systemic thrombotic complications leading to complement-mediated thrombotic microangiopathy in SARS-CoV-2 infection is now well proven. Our review showed a higher number of PAMM cases in patients with COVID-19 infection. Patients with COVID-19 infection are, thus, at higher risk of developing the acute phase of ischemia of retinal capillary plexuses that may lead to PAMM. To add to it further, PAMM was reported in patients with pulmonary embolism [16] in association with retinal artery occlusions [8,10,12] and raised D-dimer levels [41].
Our study has various limitations including reporting bias, as stated earlier. Other limitations include lack of uniform diagnostic testing and follow-up and lack of treatment guidelines or uniformity. There may be cases where the cause-and-effect association may be weak. It is possible that there could be multiple confounding factors that could exist, leading to the development of AMN and PAMM. Due to the significant interest in the ocular and systemic effects of COVID-19 in the scientific community, it is possible that there could be a publication bias leading to a higher number of reports on AMN and PAMM following either COVID-19 infection or vaccination. The pathophysiological mechanisms of the development of deep retinal ischemia such as AMN or PAMM after vaccination (including vaccines with different mechanisms of action) and COVID-19 infection are still speculative and under investigation. Based on the available reports, it is difficult to conclude which vaccine confers a higher risk of either AMN or PAMM in the recipients.
5. Conclusions and Future Directions
In summary, both COVID-19 infection and vaccination against COVID-19 have been implicated with the development of AMN and PAMM detected using clinical examination and multimodal imaging using OCT and OCTA. The exact strength of this association, or the level of contribution of COVID-19 vaccine/infection in comparison with other risk factors such as OCP, is yet to be ascertained. Patients developing AMN or PAMM after COVID-19 vaccination tend to be younger and develop the disease within a shorter duration of time compared to those developing the disease after COVID-19 infection.
In the future, it is necessary to focus research on the true risk of ischemic events arising from both COVID-19 infections and vaccinations and if there are certain exogenous or endogenous risk factors that contribute to a higher risk of thromboembolic events compared to the general population. With a hope that the future burden of COVID-19 disease will reduce, it will become imperative to understand the real safety and efficacy of the vaccination itself and if there could be improvements in the molecular composition that may reduce adverse events attributed to the vaccine.
Author Contributions
Conceptualization P.D.M. methodology, P.D.M. and A.A.; validation, P.D.M., and A.A.; formal analysis, A.A.; data curation, AA.; writing—original draft preparation, P.D.M.; writing—review and editing, A.A. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
Ethical review and approval were waived for this study due to format of the manuscript.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
This research received no external funding.
Footnotes
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