Abstract
Retinal degeneration is a progressive retinal damage in ocular vascular diseases. There are several reasons for this, such as occlusion of arteries or veins, diabetic retinopathy, or hereditary retinal diseases. To study pathological mechanisms of retinal degeneration, it is required to develop experimentally reproducible and clinically relevant models. In our previous studies, we developed a murine model of retinal hypoperfusion by unilateral common carotid artery occlusion (UCCAO) which mimics the pathophysiology of ocular ischemic syndrome (OIS) in humans, and described broad pathological mechanisms in the retina after UCCAO. However, there still remain missing pieces of the ocular pathologic process by UCCAO. In this study, we examined those unfound mechanisms. UCCAO was performed on adult mice. Ocular dysfunctions, histological deficits, and inflammation were examined after UCCAO, compared with sham-operated mice. Evaluation values were analyzed by electrophysiological, histological, and molecular biological methods. Eyelid drooping was permanently seen after UCCAO. Induction time point of acute reversible cataract under anesthesia was shortened. Retinal/visual dysfunctions were detected 2-4 weeks after UCCAO. Specifically, scotopic b-wave was more affected than a-wave, with the dysfunction of photopic b-wave. Impaired oscillatory potentials and visual evoked potential were constantly observed. Pathological Müller gliosis/inflammation was featured with NeuN-positive cell loss in the ganglion cell layer. Axial length, intraocular pressure, pupillary light reflex, and retinal pigment epithelium/choroidal thickness were not changed by UCCAO. A murine model of retinal ischemia by UCCAO can be useful for studying a series of degenerative process in the ischemic retina.
1. Introduction
Retinal degeneration is a leading cause of incurable vision loss. Retinal degeneration occurs in various ways including occlusion of arteries or veins, diabetic retinopathy, or hereditary retinal diseases [1–5]. Ocular ischemia, occurring when the blood/oxygen supply in the eye is inadequate, commonly leads to retinal degeneration [6]. Anatomically, ocular ischemia can be caused by occlusion of the ophthalmic artery, which is a branch of the internal carotid artery from the common carotid artery (CCA) [7]. In humans, ocular ischemic syndrome (OIS) is classified as one of the vision-threatening diseases caused by occlusion of the carotid artery [6]. There is no promising treatment for OIS, and even the pathological mechanism for retinal degeneration in OIS needs fundamental investigations.
To date, there are limited experimental animal models for retinal degeneration in OIS. Using bilateral occlusions of CCAs, rats have been widely used for understanding the pathological mechanism for retinal degeneration in OIS [8–10]. Relatively, mice have not been commonly utilized, as there exist the limitations for the model development using bilateral occlusions of CCAs [11, 12]. Bilateral stenosis of CCAs was attempted in mice using tricky microcoils under limited conditions such as probably excluding dead mice during/after the surgery [13].
For those reasons, we previously developed a mouse model of OIS by unilateral common carotid artery occlusion (UCCAO) with a simple suturing technique and demonstrated several retinal degenerative features in a mouse model of OIS with the 100% survival rate [11, 14–16]. However, there still remain missing pieces of the pathologic process in the UCCAO-operated eye, such as axial length, intraocular pressure (IOP), pupillary light reflex (PLR), acute reversible cataract under anesthesia, ocular (retinal and visual) function, the retinal pigment epithelium (RPE)/choroidal condition, pathological Müller gliosis, and inflammation.
In this study, we examined those unfound mechanisms of retinal degenerative characteristics in UCCAO-operated adult mice and more comprehensively introduced a mouse model of retinal ischemia by UCCAO which can mimic the pathophysiology of OIS.
2. Materials and Methods
2.1. Animals
Adult (5-6 weeks old) male C57BL6 mice were obtained from CLEA Japan (Tokyo, Japan), housed (5-6 mice per cage) on a 12/12 h light-dark cycle, and fed ad libitum. All animal experiments were approved by Keio University School of Medicine IACUC (Institutional Animal Care and Use Committees, Ethics ID number: 16017) and adhered to the ARVO (Association for Research in Vision and Ophthalmology) statement and the ARRIVE (Animal Research: Reporting of In Vivo Experiments) guidelines.
2.2. UCCAO
After randomization followed by acclimatization for a week, mice were subjected to UCCAO, as previously indicated [11, 14–16]. Briefly, anesthetized mice by a mixture of midazolam (40 μg/100 μL; Sandoz, Tokyo, Japan), medetomidine (7.5 μg/100 μL; Orion, Espoo, Finland), and butorphanol tartrate (50 μg/100 μL; Meiji Seika Pharma, Tokyo, Japan) (termed, MMB) were carefully lied on an operating table, and a neck incision was made to find the right CCA. The right CCA was firmly occluded twice with 6-0 silk sutures (Figure 1(a)) and cut between the two occluded sites. After this procedure, the incision was closed with sutures, and mice were allowed to recover in their cages under a heating pad for a day. For a sham surgery, mice received the same procedure except for the occlusion. To confirm the successful occlusion, eyelid drooping was examined by the naked eyes (Figure 1(b)). The number of mice per experiment, data points of the analyses, and inclusion and exclusion criteria for further analyses were determined based on our previous papers [11, 14–16].
2.3. Electroretinography (ERG) and Visual Evoked Potential (VEP)
Scotopic and photopic ERG was performed as previously indicated [14–16]. Mice were dark adapted more than 12 hours. After pupil dilation by a mixture of 0.5% tropicamide and phenylephrine as well as anesthesia by a mixture of MMB, mice were placed in a Ganzfeld dome with LED stimulators on the PuREC acquisition system (PuREC, MAYO, Inazawa, Japan). Active electrodes were placed to the contact lens. The amplitudes of ERG waveforms were measured at various flash intensities. VEP was performed as previously indicated [17]. Before 5 days of VEP, a mixture of MMB was injected to mice for anesthesia. Then, 2 stainless steel pan-head screws (M1.0 × 6.0 mm) were inserted to the mouse skull above the primary visual cortex (1.5 mm anterior and 1.5 mm lateral to lambda). On the day of VEP, anesthetized mice by a mixture of MMB were placed in a Ganzfeld dome with LED stimulators on the PuREC acquisition system (PuREC, MAYO, Inazawa, Japan). Active electrodes were placed on the screws. The amplitudes of ERG waveforms were measured at a 1 Hz 3 cd.s/m2 flash intensity.
2.4. Spectral Domain-Optical Coherence Tomography (SD-OCT)
Axial length and RPE/choroidal thickness were measured by SD-OCT (Envisu R4310, Leica, Wetzlar, Germany), as previously indicated [18]. After pupil dilation by a mixture of 0.5% tropicamide and phenylephrine as well as anesthesia by a mixture of MMB, mice were placed on an OCT platform to fix the mouse posture for SD-OCT scanning. Axial length was measured from the anterior corneal surface to the RPE line along the corneal vertex reflection line. As the choroidal thickness varies depending on the location of the eye, the choroidal area at 0.5 mm distant from the optic disc was calculated to compare the mean choroidal thickness between UCCAO-operated and sham-operated mice. The area of the circumference of RPE/choroid was quantified with the NIH ImageJ program (National Institutes of Health, Bethesda, MD, USA) [19]. Then, the area was divided by the circumference to determine the RPE/choroidal thickness.
2.5. IOP, Acute Reversible Cataract, and PLR Measurements
IOP was measured, as previously indicated [17]. After pupil dilation by a mixture of 0.5% tropicamide and phenylephrine as well as anesthesia by a mixture of MMB, we placed a tonometer (TonoLab, Vantaa, Finland) near the contact lens and measured IOP. For the detection of acute reversible cataract, mice were firstly anesthetized by a mixture of MMB. Under anesthesia with or without pupil dilation by a mixture of 0.5% tropicamide and phenylephrine, the induction time point of cataract was checked every 5 minutes after 5 minutes of the injection of a mixture of MMB. For the PLR evaluation, freely behaving mice were fixed by hands and adjusted to provide the opportunity to acquire close-up images of the pupils in the acquisition system (Capture-Ex(GV) Version 3.10, Library Inc., Tokyo, Japan). Mice were dark adapted for 2 minutes. Images were recorded using an infrared CCD camera (BS-GV200, Library Inc., Tokyo, Japan) under the absence/presence of white LED light with the GW Instek power supply system. Based on the pupil images, PLR was grossly examined.
2.6. Immunohistochemistry (IHC)
IHC was performed as previously described [14–17]. For the preparation of retinal flat mounting samples, the eyeballs were enucleated and fixed with 4% paraformaldehyde (PFA). Then, the retinas from the eyeballs were obtained, simply flat mounted, and incubated with cold methanol. Then, the flat mounted retinas were rinsed with PBS several times, permeabilized with PBS containing 0.1% Triton X-100 and 0.1% BSA, and probed with isolectin GS-IB4 from Griffonia simplicifolia (IB4) conjugated with Alexa Fluor 488 (Invitrogen, Carlsbad, CA, USA) at 4°C overnight. After washing with PBS several times, the flat mounted retinas were mounted on microscope slides with cover glasses and examined via a fluorescence microscope (LSM710, Carl Zeiss, Jena, Germany). For the preparation of sagittal sectioning samples, the 4% PFA-fixed eyeballs were incubated in 30% sucrose until the eyeballs went to the bottom of the tube. Then, the eyeballs were embedded in O.C.T. compound (Sakura Tissue-Tek, Tokyo, Japan). Sagittal sectioning samples (12 μm) were obtained using a cryostat (Leica CM3050S, Leica, Wetzlar, Germany). They were rinsed with PBS several times, permeabilized with PBS containing 0.1% Triton X-100 and 0.1% BSA, and probed with the following primary antibodies: anti-glial fibrillary acidic protein (GFAP) antibody (1 : 400, Cat #13–0300, Thermo Fisher Scientific, USA), anti-glutamine synthetase (GS) antibody (1 : 400, MAB302, Sigma-Aldrich, USA), and anti-NeuN antibody (1 : 400, Cat #ABN78; Sigma-Aldrich, USA). After washing with PBS several times, they were incubated with appropriate Alexa Fluor-conjugated secondary antibodies (Thermo Fisher Scientific, USA), and nuclei were stained with DAPI. Then, they were mounted with cover glasses and examined via a fluorescence microscope (LSM710, Carl Zeiss, Jena, Germany). The GFAP immunolabeling was quantified by a morphology score as previously described [11, 14, 16] (0: no signal, 1: labeled processes in the ganglion cell layer, 2: labeled processes in the inner retinal layer, and 3: labeled processes in the entire retinal layer). The number of immunolabeled cells was counted with the same method as previously described [14, 17].
2.7. Western Blotting and Quantitative PCR
For western blotting, protein extraction, electrophoresis, and band visualization were performed as same as described in our previous literature [15, 16]. Antibodies used in this study are as follows: anti-HIF-1α (1 : 1000, Cat #36169, Cell Signaling Technology, Danvers, MA, USA) and anti-β-actin (1 : 5000, #3700, Cell Signaling Technology, MA, USA). For quantitative PCR, total RNA was extracted using a commercial kit (the RNeasy Plus Mini Kit, Qiagen, Venlo, The Netherlands), and its concentration was quantified using a spectrophotometer (NanoDrop 2000c, Thermo Scientific, Waltham, MA, USA). Then, total RNA was converted to cDNA using a commercial Kit (the ReverTra Ace qPCR RT Master Mix with gDNA Remover, TOYOBO, Osaka, Japan). Quantitative PCR was performed with a SYBR green master mix commercial kit (THUNDERBIRD SYBR® qPCR Mix, TOYOBO, Osaka, Japan) using a PCR system (the Step One Plus Real-Time PCR system, Applied Biosystems, Waltham, MA, USA). Primer sequences for the current study are listed in Table 1. The fold difference in different transcripts was calculated by the ΔΔCT protocol.
Table 1.
Name | Direction | Sequence (5′→3′) | Accession number |
---|---|---|---|
Hprt | Forward | TCAGTCAACGGGGGACATAAA | NM_013556.2 |
Reverse | GGGGCTGTACTGCTTAACCAG | ||
| |||
Cox-2 | Forward | CAGACAACATAAACTGCGCCTT | NM_011198.4 |
Reverse | GATACACCTCTCCACCAATGACC | ||
| |||
Vegf | Forward | CCTGGTGGACATCTTCCAGGAGTACC | AY707864.1 |
Reverse | GAAGCTCATCTCTCCTATGTGCTGGC | ||
| |||
Bnip3 | Forward | GCTCCCAGACACCACAAGAT | NM_009760.4 |
Reverse | TGAGAGTAGCTGTGCGCTTC | ||
| |||
Pdk1 | Forward | GGCGGCTTTGTGATTTGTAT | NM_172665.5 |
Reverse | ACCTGAATCGGGGGATAAAC | ||
| |||
Glut1 | Forward | CAGTTCGGCTATAACACTGGTG | NM_011400.3 |
Reverse | GCCCCCGACAGAGAAGATG | ||
| |||
Epo | Forward | GGCCATAGAAGTTTGGCAAG | NM_007942 |
Reverse | CCTCTCCCGTGTACAGCTTC | ||
| |||
Ccl2 | Forward | CCCAATGAGTAGGCTGGAGA | NM_011333.3 |
Reverse | TCTGGACCCATTCCTTCTTG | ||
| |||
Ccl12 | Forward | GCTACAGGAGAATCACAAGCAGC | NM_011331.3 |
Reverse | ACGTCTTATCCAAGTGGTTTATGG |
2.8. Fluorescein Isothiocyanate- (FITC-) Dextran Labeling and Laser Speckle Flowmetry (LSF)
FITC-dextran labeling was performed as previously indicated [20, 21] with minor modifications. After anesthesia by a mixture of MMB, 150 μL of FITC-dextran (12.5 mg/ml, 2000 kD, Sigma, USA) was injected into the left ventricles of mice. After systemic circulation for 1.5 minutes, mice were sacrificed, and the eyeballs were enucleated. The flat mounted retinas were obtained from the eyeballs, incubated with cold methanol, mounted on microscope slides with cover glasses, and photographed with a fluorescence microscope (BZ-9000, KEYENCE, Osaka, Japan). Images of the whole retina were collected at 10x magnification and merged into one image using the BZ-II Analyzer system (KEYENCE, Osaka, Japan). For measuring relative cerebral blood flow (CBF), LSF (Omegazone OZ-2 mini, Omegawave, Inc., Tokyo, Japan) was used as previously indicated [22–24] with minor modifications. Recordings were performed under anesthesia with MMB. The skull was exposed by a midline incision of the scalp. Then, illumination of infrared laser was conducted to the skull surface, followed by detection of the scattered light using a CCD camera over the head. Signal processing with detected signals was performed with the LSF imager (Omegazone OZ-2 mini, Omegawave, Inc., Tokyo, Japan), and the calculated values were considered CBF [25].
2.9. Statistical Analysis
All experimental values were presented as mean ± standard deviation. The data were analyzed by blinded investigators as much as possible, using the computer-based software package Prism 5 (GraphPad, San Diego, CA, USA). P value < 0.05 was considered statistically significant.
3. Results
3.1. General Screening of Pathophysiological Ocular Changes by UCCAO
As the induction of ocular ischemia in the right eye by the occlusion of the right CCA was expected (Figure 1(a)), the right eye of UCCAO-operated mice and sham-operated mice was used and further analyzed in this current study. Right after UCCAO, we found the droopy eyelid in all the mice (Figure 1(b)). Eyelid drooping was permanent during the whole experimental period. For the general screening of pathophysiological ocular alterations by UCCAO, currently available parameters such as axial length, acute reversible cataract, PLR, and IOP were investigated (Figures 1(c)–1(f)). There was no significant change in axial length between UCCAO-operated and sham-operated mice (Figure 1(c)). When it comes to acute reversible cataract under anesthesia, we found that the induction time point of cataract was significantly shortened in UCCAO-operated mice under any conditions with-and-without pupil dilation (Figure 1(d)). Significant differences in PLR and IOP were not observed between UCCAO-operated and sham-operated mice (Figures 1(e) and 1(f)).
Next, as UCCAO has been described to have abnormalities in retinal blood circulation analyzed by FITC-dextran angiography [11, 21], we also examined blood perfusion in the retina with the same method (Figure 2(a)). Right after UCCAO, a complete perfusion of FITC-dextran was observed in the sham-operated retina, while FITC-dextran labeling was not filled yet in the UCCAO-operated retina. As induction of hypoxia/ischemia could be examined by a general hypoxic marker (HIF-1α) [26], HIF-1α expression was examined in the retina a day after UCCAO (Figure 2(b)). As expected, HIF-1α expression significantly increased in the UCCAO-operated retina. On the other hand, we attempted to examine whether the central nervous system (especially, the brain) could also be affected (Figure 2(c)). A slight reduction in relative CBF was significantly detected in the right middle cerebral artery core region right after UCCAO. Hypoxia-responsive gene expressions were further screened in the retina on day 1 after UCCAO (Figure 2(d)). We found that Vegf and Bnip3 mRNA expressions significantly increased in the UCCAO-operated retina even though fold changes were not dramatic. The mRNA expressions of the other genes (Epo, Glut1, and Pdk1) showed increasing tendencies without statistical significance. When it comes to RPE/choroid in UCCAO-operated mice, Bnip3 mRNA expression significantly increased with small extent. Epo mRNA expression showed increasing tendencies without statistical significance, while any changes in Glut1 and Pdk1 expressions were not observed.
3.2. Ocular Dysfunction and Ganglion Cell Loss after UCCAO
Retinal functional changes were examined after UCCAO (Figures 3 and 4). The amplitudes of OPs significantly decreased in UCCAO-operated mice, compared to those in sham-operated mice on week 2 after UCCAO (Figures 3(a) and 3(b)). While the amplitude of scotopic a-wave was not significantly changed (Figure 3(c)), the amplitude of scotopic b-wave significantly decreased in UCCAO-operated mice on week 2 after UCCAO (Figure 3(d)). The amplitude of photopic b-wave also significantly decreased in UCCAO-operated mice on week 2 after UCCAO (Figures 3(e) and 3(f)). We could see the permanent damage on retinal function after UCCAO (Figure 4). Decreases in the amplitudes of OPs, scotopic b-wave, and photopic b-wave were constantly seen on week 4 after UCCAO (Figures 4(a), 4(b), and 4(d)–4(f)), while the amplitude of scotopic a-wave was not dramatically changed (Figures 4(a) and 4(c)). As scotopic b-wave was continuously more damaged than scotopic a-wave, the relative ratio of b/a-wave was calculated using the values on weeks 2 and 4 after UCCAO (Figure 4(g)). The reduction in the relative ratio of b/a-wave was detected after UCCAO.
Next, visual functional changes were examined after UCCAO (Figures 5(a) and 5(b)). The amplitude of VEP significantly decreased on week 2 and week 4 after UCCAO. As b-wave was more affected than a-wave in UCCAO-operated mice (Figures 3 and 4), we further examined whether inner retinal degeneration occurs after UCCAO (Figure 5(c)). We found that the number of NeuN-positive cells in the ganglion cell layer significantly decreased on week 2 after UCCAO (Figure 5(c)). As a-wave was not dramatically affected in UCCAO-operated mice (Figures 3 and 4), we examined whether the RPE/choroidal thickness was changed by UCCAO (Figure 5(d)). There was no significant difference in the RPE/choroidal thickness between UCCAO-operated and sham-operated mice 2 and 4 weeks after UCCAO (Figure 5(d)).
3.3. Retinal Müller Gliosis and Inflammation after UCCAO
Pathological Müller gliosis occurs in retinal ischemic processes [27, 28]. Previously, pathological gliosis has been described acutely and chronically after UCCAO [11, 14, 16]. Based on the morphology of cells only stained by GFAP in the ischemic retina, Müller gliosis was presumably considered. Therefore, we examined whether Müller gliosis could be seen after UCCAO (Figure 6(a)). GFAP-stained morphology scoring in the UCCAO-operated retina was significantly higher than that in the sham-operated retina, and double labeling of GFAP/GS (one of the representative Müller cell markers [29, 30]) was clearly observed (Figure 6(a)).
Next, as IB4 staining has been simply used for the labeling of inflammatory cells [31, 32], we used this strategy to screen inflammatory processes in the ischemic retina after UCCAO (Figure 6(b)). We found that the number of IB4-positive inflammatory cells significantly increased in the UCCAO-operated retina (Figure 6(b)). Furthermore, we screened the induction of several inflammatory cytokines/chemokines in the ischemic retina after UCCAO (Figure 6(c)). Ccl2 mRNA expression showed increasing tendencies after UCCAO with wide extent, while changes in the mRNA expressions of Ccl12 and Cox-2 were not dramatic without any statistical significance (Figure 6(c)).
4. Discussion
Our current study was designed to understand whether UCCAO could induce a series of retinal degenerative processes in the ischemic retina, which has not yet been found in previous studies using a murine model of retinal ischemia by UCCAO [11, 14–16]. Furthermore, we reported what could not be observed in UCCAO-operated adult mice by screening of several pathophysiological parameters such as axial length, IOP, and PLR, which have not also been tested yet. In this study, we enabled more comprehensive understanding of an experimental model of retinal ischemia by UCCAO in adult mice. This is significance of our current study.
The carotid artery is the most important blood vessel in humans as it is the line between the life and death. As the carotid artery helps transport most of blood into the central nervous system (the brain as well as the eye) [33], ocular ischemia could occur by stenosis or occlusion of the carotid artery [3]. Anatomically, the eye is supplied by the ophthalmic artery, which is the first branch of internal carotid artery from the CCA [7]. Therefore, theoretically, stenosis of occlusion of the CCA could clearly induce ocular ischemia. However, well-developed collateral circulation has chances to prevent this phenomenon in humans [6, 34]. Experimentally, to induce ocular ischemia, bilateral occlusions of CCAs were applied to adult rats due to their well-developed collateral circulation [8–10]. Adult black mice (C57BL/6) could not be subjected to bilateral occlusions of CCAs in that they die during/after the surgery [11, 20], of which outcome is related to a lack of the complete Circle of Willis in adult black mice (especially, the missing of the posterior communicating artery) [35–37]. In other words, however, unilateral occlusion of CCA could be enough to induce ocular ischemia in adult black mice. Then, how about the other strains of mice? It would be interesting to perform a comparison study on ocular ischemic stresses by UCCAO in different strains of mice, as similar as a comparison study conducted in 1997 on cerebral ischemic stresses by BCCAO in several mouse strains [12].
In our study, retinal damages were more detected than choroidal damages in UCCAO-operated mice. Retinal photoreceptors (rods and cones) are mainly suggested as the origin of a-wave, while bipolar cells and/or Müller cells have been considered as the origin of b-wave [38–43]. OPs are largely generated from various inner retinal cells including bipolar cells, amacrine cells, and ganglion cells [44–46]. VEP provides information about the entire visual pathway, from the retina to the visual cortex [47, 48]. In this regard, decreases in the amplitudes of b-wave, OPs, and VEP without a dramatic change in the amplitude of a-wave may be partially explainable under the pathological condition of the UCCAO-operated eye. Nonetheless, from the anatomical point of view, RPE/choroid could also be affected as the choroidal plexus is derived from the ophthalmic artery [7]. In clinical cases, chronic choroidal thinning was detected in some individual patients with OIS [49–51]. For cardiovascular diseases including OIS, metabolic abnormalities are commonly accompanied to narrow walls of the carotid arteries [52, 53]. In fact, atherosclerosis is the major cause of OIS [3, 54]. This should be considered to understand the discrepancy between clinical cases for OIS and our UCCAO mouse model. Taken together, more investigations on RPE/choroidal damages by UCCAO or UCCAO with metabolic disorders in adult black mice need to be studied to clearly mimic the clinical condition of OIS.
In UCCAO-operated mice, acute reversible cataract rapidly appeared under anesthesia. The inevitable development of anesthesia-induced acute reversible cataract has been described in experimental animals for a long time [55–57]. Even though the formation mechanism (plausibly explained with dried corneal surface, lowered body temperature, and hypertonic osmolarity [55–57]) as a side effect of anesthetic drugs in experimental animals have not been clearly understood, at least, it appears to be associated with marked alterations in the physiological state of the eye. In this regard, we assume that the UCCAO-operated eye may be more vulnerable to the anesthesia-induced disruption of physiological balance in the eye. We further demonstrated that all UCCAO-operated mice had permanent eyelid drooping in our current and previous studies as well as the others [11, 15, 58]. The droopy eyelid has been indicated as one of the representative signs of neurological disorders and diseases [59]. The levator palpebrae superioris (the muscle responsible for maintaining the eyelid position) is supplied by the lateral palpebral artery, a branch of the ophthalmic artery [60]. It also supports the notion that the disruption of physiological balance occurs in the ischemic eye by UCCAO.
Retinal ischemia, degeneration, inflammation, and pathological Müller gliosis were observed after UCCAO. As retinal ischemia is commonly accompanied with a series of these conditions (experimentally and clinically) [61–64], we think that a murine model of UCCAO also showed similar outcomes in the retina. Previously, we demonstrated that UCCAO induced HIF-1α stabilization in the eye [11, 15]. Along with reproducing that result in this study, we further found hypoxia-responsive gene induction (especially, Bnip3 and Vegf in the retina and Bnip3 in the RPE/choroid) after UCCAO. BNIP3 is one of the mitochondrial proteins related to activation of cell death pathways [65]. Previously, we demonstrated HIF-1α/BNIP3 pathway could be associated with inner retinal degeneration in a murine model of retinal ischemia/reperfusion injury by a transient induction of high IOP [17]. Inner retinal cell loss analyzed with NeuN staining was featured in the UCCAO-operated eye in this study, and apoptosis analyzed with terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining was seen in the inner retina of the UCCAO-operated eye in our previous study [14]. In this regard, we assume that retinal cell death could be seen in the UCCAO-induced ischemic retina through HIF-1α/BNIP3 pathway. This notion will be further studied in this murine model of retinal ischemia by UCCAO. Moreover, increases in inflammatory cells and Ccl2 mRNA expression as well as pathological Müller gliosis were observed in the UCCAO-induced ischemic retina at the same time. CCL2, also known as monocyte chemotactic protein 1, is one of the key chemokines that could regulate migration and infiltration of monocytes at the systemic level [66]. In the retina, induction of CCL2 has been widely featured in various eye diseases including age-related macular degeneration, diabetic retinopathy, and retinopathy of prematurity [67–71]. Taken together, a murine model of retinal ischemia by UCCAO could also be used for studying the fundamental role of CCL2 in the development and progression of ischemia-mediated retinal inflammation. Previously, we found that the more pathological retinal gliosis occurs, the more the impairment of OPs is observed [16]. Inner retinal degeneration could be associated with pathological Müller gliosis in the UCCAO-induced ischemic retina. In this regard, our murine model of retinal ischemia by UCCAO could be applicable to understand how pathological Müller gliosis affects retinal function in the ischemic retina, which has not been yet clearly studied.
5. Conclusions
In this study, we introduced a mouse model of retinal ischemia by UCCAO which can mimic the pathophysiology of OIS with changes of various ischemic parameters. Even though more investigations on the relationships between the ischemic retina, optic nerve damage, and ischemic brain (especially, the visual cortex) are highly intriguing in UCCAO-operated mice as they are interconnected, we ensure at this point that a murine model of retinal ischemia by UCCAO is highly applicable to study the pathophysiology of OIS and screen promising drug candidates for ischemic retinopathies.
Acknowledgments
This work is supported by Grants-in-Aid for Scientific Research (KAKENHI, numbers 15K10881 and 18K09424) from the Ministry of Education, Culture, Sports, Science and Technology (MEXT) to Toshihide Kurihara and JST SPRING (number JPMJSP2123) to Deokho Lee.
Data Availability
The data is available on request to the corresponding author.
Conflicts of Interest
Yukihiro Miwa is employed by Tokyo Animal Eye Clinic. Hatanaka Yusuke is employed by Tsubota Laboratory, Inc. Kazuo Tsubota is CEO of Tsubota Laboratory, Inc. The other authors declare that there is no conflict of interest regarding the publication of this paper.
References
- 1.Fleckenstein M., Keenan T. D. L., Guymer R. H., et al. Age-related macular degeneration. Nature reviews Disease primers . 2021;7(1):p. 31. doi: 10.1038/s41572-021-00265-2. [DOI] [PubMed] [Google Scholar]
- 2.Wong T. Y., Cheung C. M. G., Larsen M., Sharma S., Simó R. Diabetic retinopathy. Nature reviews Disease primers . 2016;2(1):p. 16012. doi: 10.1038/nrdp.2016.12. [DOI] [PubMed] [Google Scholar]
- 3.Terelak-Borys B., Skonieczna K., Grabska-Liberek I. Ocular ischemic syndrome - a systematic review. Medical science monitor: international medical journal of experimental and clinical research . 2012;18(8):Ra138–RA144. doi: 10.12659/msm.883260. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Ip M., Hendrick A. Retinal vein occlusion review. Asia-Pacific journal of ophthalmology (Philadelphia, Pa) . 2019;7(1):40–45. doi: 10.22608/apo.2017442. [DOI] [PubMed] [Google Scholar]
- 5.Francis P. J. Genetics of inherited retinal disease. Journal of the Royal Society of Medicine . 2006;99(4):189–191. doi: 10.1258/jrsm.99.4.189. PMID: 16574971. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Sood G., Siddik A. B. Ocular ischemic syndrome. StatPearls . Treasure Island (FL): StatPearls Publishing 2021, StatPearls Publishing LLC; 2021. [PubMed] [Google Scholar]
- 7.Bird B., Stawicki S. P. Anatomy, Head and Neck, Ophthalmic Arteries. StatPearls . Treasure Island (FL): StatPearls Publishing 2021, StatPearls Publishing LLC.; 2021. [PubMed] [Google Scholar]
- 8.Qin Y., Ji M., Deng T., et al. Functional and morphologic study of retinal hypoperfusion injury induced by bilateral common carotid artery occlusion in rats. Scientific Reports . 2019;9(1):p. 80. doi: 10.1038/s41598-018-36400-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Leahy S., Farzad S., Blair N. P., Shahidi M. Retinal Oxygen Delivery, Metabolism, and Extraction Fraction during Long-Term Bilateral Common Carotid Artery Occlusion in Rats. Scientific Reports . 2020;10(1):p. 10371. doi: 10.1038/s41598-020-67255-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Wang Y., Fan Y., Zhang L., et al. Bilateral common carotid artery occlusion in spontaneously hypertensive rats: a feasible animal model for ocular ischemic syndrome. Anatomical record (Hoboken, NJ: 2007) . 2016;299(6):806–814. doi: 10.1002/ar.23336. [DOI] [PubMed] [Google Scholar]
- 11.Lee D., Kang H., Yoon K. Y., Chang Y. Y., Song H. B. A mouse model of retinal hypoperfusion injury induced by unilateral common carotid artery occlusion. Experimental eye research . 2020;201:p. 108275. doi: 10.1016/j.exer.2020.108275. [DOI] [PubMed] [Google Scholar]
- 12.Yang G., Kitagawa K., Matsushita K., et al. C57BL/6 strain is most susceptible to cerebral ischemia following bilateral common carotid occlusion among seven mouse strains: selective neuronal death in the murine transient forebrain ischemia. Brain research . 1997;752(1-2):209–218. doi: 10.1016/S0006-8993(96)01453-9. [DOI] [PubMed] [Google Scholar]
- 13.Crespo-Garcia S., Reichhart N., Skosyrski S., et al. Correction: Individual and temporal variability of the retina after chronic bilateral common carotid artery occlusion (BCCAO) PloS one . 2018;13(4, article e0196538) doi: 10.1371/journal.pone.0196538. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Lee D., Jeong H., Miwa Y., et al. Retinal dysfunction induced in a mouse model of unilateral common carotid artery occlusion. PeerJ . 2021;9:p. e11665-e. doi: 10.7717/peerj.11665. PMID: 34221738. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lee D., Tomita Y., Miwa Y., et al. Fenofibrate protects against retinal dysfunction in a murine model of common carotid artery occlusion-induced ocular ischemia. Pharmaceuticals . 2021;14(3):p. 223. doi: 10.3390/ph14030223. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Lee D., Tomita Y., Jeong H., et al. Pemafibrate prevents retinal dysfunction in a mouse model of unilateral common carotid artery occlusion. International journal of molecular sciences . 2021;22(17) doi: 10.3390/ijms22179408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kunimi H., Lee D., Ibuki M., et al. Inhibition of the HIF-1α/BNIP3 pathway has a retinal neuroprotective effect. FASEB journal: official publication of the Federation of American Societies for Experimental Biology . 2021;35(8, article e21829) doi: 10.1096/fj.202100572R. [DOI] [PubMed] [Google Scholar]
- 18.Mori K., Kurihara T., Miyauchi M., et al. Oral crocetin administration suppressed refractive shift and axial elongation in a murine model of lens-induced myopia. Scientific reports . 2019;9(1):p. 295. doi: 10.1038/s41598-018-36576-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Dysli C., Enzmann V., Sznitman R., Zinkernagel M. S. Quantitative analysis of mouse retinal layers using automated segmentation of spectral domain optical coherence tomography images. Translational vision science & technology . 2015;4(4):p. 9. doi: 10.1167/tvst.4.4.9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Lee D., Miwa Y., Jeong H., et al. A murine model of ischemic retinal injury induced by transient bilateral common carotid artery occlusion. Journal of Visualized Experiments . 2020;(165, article e61865) doi: 10.3791/61865. [DOI] [PubMed] [Google Scholar]
- 21.Ogishima H., Nakamura S., Nakanishi T., et al. Ligation of the pterygopalatine and external carotid arteries induces ischemic damage in the murine retina. Investigative Ophthalmology & Visual Science . 2011;52(13):9710–9720. doi: 10.1167/iovs.11-8160. [DOI] [PubMed] [Google Scholar]
- 22.Hattori Y., Kitamura A., Nagatsuka K., Ihara M. A novel mouse model of ischemic carotid artery disease. PloS one . 2014;9(6, article e100257) doi: 10.1371/journal.pone.0100257. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Nishijima Y., Niizuma K., Fujimura M., Akamatsu Y., Shimizu H., Tominaga T. Consistent delayed unilateral neuronal death after modified transient focal cerebral ischemia in mice that mimics neuronal injury after transient global cerebral ischemia. Journal of neurosurgery . 2015;123(1):243–253. doi: 10.3171/2014.9.JNS14778. [DOI] [PubMed] [Google Scholar]
- 24.Hattori Y., Okamoto Y., Nagatsuka K., et al. SIRT1 attenuates severe ischemic damage by preserving cerebral blood flow. Neuroreport . 2015;26(3):113–117. doi: 10.1097/WNR.0000000000000308. [DOI] [PubMed] [Google Scholar]
- 25.Briers J. D. Laser Doppler, speckle and related techniques for blood perfusion mapping and imaging. Physiological measurement . 2001;22(4):R35–R66. doi: 10.1088/0967-3334/22/4/201. [DOI] [PubMed] [Google Scholar]
- 26.Lee J. W., Ko J., Ju C., Eltzschig H. K. Hypoxia signaling in human diseases and therapeutic targets. Experimental & molecular medicine . 2019;51(6):1–13. doi: 10.1038/s12276-019-0235-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Pekny M., Wilhelmsson U., Pekna M. The dual role of astrocyte activation and reactive gliosis. Neuroscience letters . 2014;565:30–38. doi: 10.1016/j.neulet.2013.12.071. [DOI] [PubMed] [Google Scholar]
- 28.Bringmann A., Wiedemann P. Müller glial cells in retinal disease. Ophthalmologica . 2012;227(1):1–19. doi: 10.1159/000328979. [DOI] [PubMed] [Google Scholar]
- 29.Germer A., Jahnke C., Mack A., Enzmann V., Reichenbach A. Modification of glutamine synthetase expression by mammalian Müller (glial) cells in retinal organ cultures. Neuroreport . 1997;8(14):3067–3072. doi: 10.1097/00001756-199709290-00012. [DOI] [PubMed] [Google Scholar]
- 30.Grossman R., Fox L. E., Gorovits R., Ben-Dror I., Reisfeld S., Vardimon L. Molecular basis for differential expression of glutamine synthetase in retina glia and neurons. Brain research Molecular brain research . 1994;21(3-4):312–320. doi: 10.1016/0169-328X(94)90262-3. [DOI] [PubMed] [Google Scholar]
- 31.Chen M., Muckersie E., Forrester J. V., Xu H. Immune activation in retinal aging: a gene expression study. Investigative ophthalmology & visual science . 2010;51(11):5888–5896. doi: 10.1167/iovs.09-5103. [DOI] [PubMed] [Google Scholar]
- 32.Rangasamy S., McGuire P. G., Franco Nitta C., Monickaraj F., Oruganti S. R., Das A. Chemokine mediated monocyte trafficking into the retina: role of inflammation in alteration of the blood-retinal barrier in diabetic retinopathy. PloS one . 2014;9(10, article e108508) doi: 10.1371/journal.pone.0108508. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Sethi D., Gofur E. M., Munakomi S. Anatomy, Head and Neck, Carotid Arteries. StatPearls . Treasure Island (FL): StatPearls Publishing 2021, StatPearls Publishing LLC.; 2021. [PubMed] [Google Scholar]
- 34.Costa V. P., Kuzniec S., Molnar L. J., Cerri G. G., Puech-Leão P., Carvalho C. A. Collateral blood supply through the ophthalmic artery: Ophthalmology . 1998;105(4):689–693. doi: 10.1016/S0161-6420(98)94025-8. [DOI] [PubMed] [Google Scholar]
- 35.Barone F. C., Knudsen D. J., Nelson A. H., Feuerstein G. Z., Willette R. N. Mouse strain differences in susceptibility to cerebral ischemia are related to cerebral vascular anatomy. Journal of cerebral blood flow and metabolism: official journal of the International Society of Cerebral Blood Flow and Metabolism . 1993;13(4):683–692. doi: 10.1038/jcbfm.1993.87. [DOI] [PubMed] [Google Scholar]
- 36.Kitagawa K., Matsumoto M., Yang G., et al. Cerebral ischemia after bilateral carotid artery occlusion and intraluminal suture occlusion in mice: evaluation of the patency of the posterior communicating artery. Journal of cerebral blood flow and metabolism: official journal of the International Society of Cerebral Blood Flow and Metabolism . 1998;18(5):570–579. doi: 10.1097/00004647-199805000-00012. [DOI] [PubMed] [Google Scholar]
- 37.McColl B. W., Carswell H. V., McCulloch J., Horsburgh K. Extension of cerebral hypoperfusion and ischaemic pathology beyond MCA territory after intraluminal filament occlusion in C57Bl/6J mice. Brain Research . 2004;997(1):15–23. doi: 10.1016/j.brainres.2003.10.028. [DOI] [PubMed] [Google Scholar]
- 38.Hood D. C., Birch D. G. A quantitative measure of the electrical activity of human rod photoreceptors using electroretinography. Visual Neuroscience . 1990;5(4):379–387. doi: 10.1017/S0952523800000468. [DOI] [PubMed] [Google Scholar]
- 39.Robson J. G., Saszik S. M., Ahmed J., Frishman L. J. Rod and cone contributions to the a-wave of the electroretinogram of the macaque. The Journal of Physiology . 2003;547(Part 2):509–530. doi: 10.1113/jphysiol.2002.030304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Dang T. M., Tsai T. I., Vingrys A. J., Bui B. V. Post-receptoral contributions to the rat scotopic electroretinogram a-wave. Documenta Ophthalmologica Advances in Ophthalmology . 2011;122(3):149–156. doi: 10.1007/s10633-011-9269-y. [DOI] [PubMed] [Google Scholar]
- 41.Bradshaw K. Contribution of post-receptoral cells to the a-wave of the human photopic electroretinogram. Vision Research . 2007;47(22):2878–2888. doi: 10.1016/j.visres.2007.07.021. [DOI] [PubMed] [Google Scholar]
- 42.Stockton R. A., Slaughter M. M. B-wave of the electroretinogram. A reflection of ON bipolar cell activity. The Journal of General Physiology . 1989;93(1):101–122. doi: 10.1085/jgp.93.1.101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Robson J. G., Maeda H., Saszik S. M., Frishman L. J. In vivo studies of signaling in rod pathways of the mouse using the electroretinogram. Vision Research . 2004;44(28):3253–3268. doi: 10.1016/j.visres.2004.09.002. [DOI] [PubMed] [Google Scholar]
- 44.Wachtmeister L. Oscillatory potentials in the retina: what do they reveal. Progress in Retinal and Eye Research . 1998;17(4):485–521. doi: 10.1016/s1350-9462(98)00006-8. [DOI] [PubMed] [Google Scholar]
- 45.Dong C. J., Agey P., Hare W. A. Origins of the electroretinogram oscillatory potentials in the rabbit retina. Visual Neuroscience . 2004;21(4):533–543. doi: 10.1017/s0952523804214043. [DOI] [PubMed] [Google Scholar]
- 46.Heynen H., Wachtmeister L., van Norren D. Origin of the oscillatory potentials in the primate retina. Vision Research . 1985;25(10):1365–1373. doi: 10.1016/0042-6989(85)90214-7. [DOI] [PubMed] [Google Scholar]
- 47.Hamilton R., Bach M., Heinrich S. P., et al. VEP estimation of visual acuity: a systematic review. Documenta Ophthalmologica Advances in Ophthalmology . 2021;142(1):25–74. doi: 10.1007/s10633-020-09770-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Creel D. Visually Evoked Potentials. In: Kolb H., Fernandez E., Nelson R., editors. Webvision: The Organization of the Retina and Visual System . Salt Lake City (UT): University of Utah Health Sciences Center 2021 Webvision; 1995. [PubMed] [Google Scholar]
- 49.Kang H. M., Choi J. H., Koh H. J., Lee S. C. Significant changes of the choroid in patients with ocular ischemic syndrome and symptomatic carotid artery stenosis. PloS One . 2019;14(10, article e0224210) doi: 10.1371/journal.pone.0224210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Kim D. Y., Joe S. G., Lee J. Y., Kim J. G., Yang S. J. Choroidal thickness in eyes with unilateral ocular ischemic syndrome. Journal of Ophthalmology . 2015;2015 doi: 10.1155/2015/620372.620372 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Li S., Lang X., Wang W., et al. Choroidal vascular changes in internal carotid artery stenosis: a retrospective cohort study in Chinese population. BMC Ophthalmology . 2019;19(1):p. 215. doi: 10.1186/s12886-019-1218-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Klein J. H., Hegele R. A., Hackam D. G., Koschinsky M. L., Huff M. W., Spence J. D. Lipoprotein(a) is associated differentially with carotid stenosis, occlusion, and total plaque area. Arteriosclerosis, Thrombosis, and Vascular Biology . 2008;28(10):1851–1856. doi: 10.1161/atvbaha.108.169292. [DOI] [PubMed] [Google Scholar]
- 53.Empana J. P., Zureik M., Gariepy J., et al. The metabolic syndrome and the carotid artery structure in noninstitutionalized elderly subjects: the three-city study. Stroke . 2007;38(3):893–899. doi: 10.1161/01.Str.0000257983.62530.75. [DOI] [PubMed] [Google Scholar]
- 54.Brown G. C., Magargal L. E. The ocular ischemic syndrome. International Ophthalmology . 1988;11(4):239–251. doi: 10.1007/bf00131023. [DOI] [PubMed] [Google Scholar]
- 55.Calderone L., Grimes P., Shalev M. Acute reversible cataract induced by xylazine and by ketamine-xylazine anesthesia in rats and mice. Experimental Eye Research . 1986;42(4):331–337. doi: 10.1016/0014-4835(86)90026-6. [DOI] [PubMed] [Google Scholar]
- 56.Gu Y., Xu B., Feng C., et al. Topical use of NaCl solution with different concentration affects lens transparency in anesthetized mice. Current Eye Research . 2016;41(7):943–950. doi: 10.3109/02713683.2015.1080280. [DOI] [PubMed] [Google Scholar]
- 57.Bermudez M. A., Vicente A. F., Romero M. C., Arcos M. D., Abalo J. M., Gonzalez F. Time course of cold cataract development in anesthetized mice. Current Eye Research . 2011;36(3):278–284. doi: 10.3109/02713683.2010.542868. [DOI] [PubMed] [Google Scholar]
- 58.Lee B. J., Jun H. O., Kim J. H., Kim J. H. Astrocytic cystine/glutamate antiporter is a key regulator of erythropoietin expression in the ischemic retina. FASEB Journal . 2019;33(5):6045–6054. doi: 10.1096/fj.201802144R. [DOI] [PubMed] [Google Scholar]
- 59.Hamedani A. G., Gold D. R. Eyelid dysfunction in neurodegenerative, neurogenetic, and neurometabolic disease. Frontiers in Neurology . 2017;8:p. 329. doi: 10.3389/fneur.2017.00329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Dutton J. J. Atlas of Clinical and Surgical Orbital Anatomy E-Book . Elsevier Health Sciences; 2011. [Google Scholar]
- 61.Minhas G., Morishita R., Anand A. Preclinical models to investigate retinal ischemia: advances and drawbacks. Frontiers in Neurology . 2012;3:p. 75-. doi: 10.3389/fneur.2012.00075. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Dattilo M., Newman N. J., Biousse V. Acute retinal arterial ischemia. Annals of Eye Science . 2018;3:p. 28. doi: 10.21037/aes.2018.05.04. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Lee D., Miwa Y., Kunimi H., et al. HIF inhibition therapy in ocular diseases. The Keio Journal of Medicine . 2021 doi: 10.2302/kjm.2021-0004-IR. [DOI] [PubMed] [Google Scholar]
- 64.Tomita Y., Lee D., Tsubota K., Kurihara T. PPARα agonist oral therapy in diabetic retinopathy. Biomedicines . 2020;8(10):p. 433. doi: 10.3390/biomedicines8100433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Zhang J., Ney P. A. Role of BNIP3 and NIX in cell death, autophagy, and mitophagy. Cell Death and Differentiation . 2009;16(7):939–946. doi: 10.1038/cdd.2009.16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Deshmane S. L., Kremlev S., Amini S., Sawaya B. E. Monocyte chemoattractant protein-1 (MCP-1): an overview. Journal of Interferon & Cytokine Research . 2009;29(6):313–326. doi: 10.1089/jir.2008.0027. PMID: 19441883. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Tuo J., Bojanowski C. M., Zhou M., et al. MurineCcl2/Cx3cr1Deficiency results in retinal lesions mimicking human age-related macular degeneration. Investigative Ophthalmology & Visual Science . 2007;48(8):3827–3836. doi: 10.1167/iovs.07-0051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Yoshida S., Yoshida A., Ishibashi T., Elner S. G., Elner V. M. Role of MCP-1 and MIP-1alpha in retinal neovascularization during postischemic inflammation in a mouse model of retinal neovascularization. Journal of Leukocyte Biology . 2003;73(1):137–144. doi: 10.1189/jlb.0302117. [DOI] [PubMed] [Google Scholar]
- 69.Luhmann U. F., Lange C. A., Robbie S., et al. Differential modulation of retinal degeneration by Ccl2 and Cx3cr1 chemokine signalling. PloSone . 2012;7(4, article e35551) doi: 10.1371/journal.pone.0035551. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Chen M., Forrester J. V., Xu H. Dysregulation in retinal para-inflammation and age-related retinal degeneration in CCL2 or CCR2 deficient mice. PloSone . 2011;6(8, article e22818) doi: 10.1371/journal.pone.0022818. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Meleth A. D., Agro´n E., Chan C. C., et al. Serum inflammatory markers in diabetic retinopathy. Investigative Ophthalmology & Visual Science . 2005;46(11):4295–4301. doi: 10.1167/iovs.04-1057. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data is available on request to the corresponding author.