†These authors contributed equally.
Academic Editor: Rusciano Dario
Background: Bilateral sequential cataract surgery within a short period
is becoming more prevalent because of the efficiency and safety of modern
cataract surgery. It has been reported that the first surgical eye might affect
the contralateral eye. This study investigated the cytokines involved in the
immunopathogenesis of pre-existing ocular or systemic conditions, as well as the
inflammatory biomarkers in response to topical stimuli, by analyzing the cytokine
profile of aqueous humor (AH) from cataract patients without these morbidities as
control and with type 2 diabetes mellitus (DM), primary angle-closure glaucoma
(PACG) or high myopia (HM) in each eye at the beginning of first (defined as
baseline) and second eye cataract surgery. Methods: Forty patients were
recruited in this cohort study (10/group). Bilateral sequential cataract
surgeries were conducted at intervals of 12.08
Phacoemulsification surgery (PHACO) is the most technically advanced and commonly performed cataract surgery, which includes the fragmentation and removal of the opacified crystalline lens and replacement with an intraocular lens (IOL) [1]. PHACO + IOL is a minimally invasive surgical procedure, often performed under topical or local anesthesia, and the patients can be discharged on the same day [1]. The most common postoperative complications are posterior capsule opacification and elevated intraocular pressure, macular edema, fibrinous reaction, vitreous hemorrhage, posterior synechiae, and recurrent retinal detachment [2]. It has been considered that postoperative complications are correlated with patients’ pre-existing ocular diseases or co-morbidities. For instance, diabetes mellitus (DM) was considered a risk factor for macular edema [2, 3], and it was reported that posterior vitreous detachment (PVD) progressed significantly faster in eyes with high myopia (HM) than in eyes without HM [4].
However, the exact correlation and the underlying mechanism of postoperative complications and ocular or system conditions are still largely unclear. Postsurgical intraocular inflammation plays a central role in the development of postoperative complications, while the exact association between inflammatory factors, pre-existing ocular or systemic conditions and postoperative complications remains unknown. Common complications of ocular inflammation such as glaucoma, keratic precipitates, retinal edema and neovascularization may be mediated by cytokines [5]. For instance, choroidal neovascularization (CNV) was reported to develop more frequently in patients with HM after cataract surgeries [6]. Quality human eye tissue is difficult to obtain for research purposes [7]. Cytokines in the intraocular fluid can indicate the pathogenesis and progression of ocular inflammation [5].
Aqueous humor (AH) is a low viscosity fluid secreted from the ciliary body and circulates into the anterior chamber. It can exit the globe through the trabecular meshwork and move into a typical vortex due to the natural convection [8]. AH is a complex mixture of electrolytes, organic solutes, growth factors, cytokines and additional proteins that provide metabolic nutrients to avascular tissues of the anterior segment [9, 10]. Although AH contains minimal amounts of proteins [11], these proteins may have a significant role in the pathogenesis and prognosis of eye disorders [12, 13, 14]. Several studies have measured cytokine concentration in aqueous humor samples of patients with several co-morbidities, including primary angle-closure glaucoma (PACG), myopia and diabetes. The cytokines have been reported to be involved in immune reactions, inflammation, ischemia, hypoxia and oxidative stress. A major limitation of testing aqueous humor in one specific patient group is the difficulty in identifying the unique cytokine changes to the existing co-morbidity. Moreover, the exact roles of these cytokine changes in the existing co-morbidities are not well understood.
Characterizing the AH cytokines at the beginning of first and second eye cataract surgery in patients with different ocular or systemic conditions could provide a foundation for biomarker discovery in various eye diseases, guide optimal operative time, and provide new insights into factors involved in postsurgical inflammation. By comparing the cytokine changes between the groups, we can evaluate the existence of comorbidity-specific cytokine changes. Based on these considerations, the aims of this study are: (1) to identify cytokine changes in AH of patients with different systemic (DM) or topical conditions (HM, PACG); (2) determine whether PACG, HM and DM might lead to different cytokine response to cataract surgery, and; (3) investigate different cytokine network patterns in PACG, HM and DM before cataract surgery and in response to cataract surgery.
This study was approved by the research ethics boards of Shanghai East Hospital of Tongji University and adhered to the Declaration of Helsinki. All patients provided written informed consent to participate in the study.
The data of 40 adult patients diagnosed with age-related cataract with an intention for bilateral cataract surgeries within a short period and underwent cataract surgery between September 2018 and March 2019 at the Ophthalmology Department of Shanghai East Hospital were investigated. The participants were further classified into four sub-groups (10 patients/group) based on their co-morbidities, such as type 2 DM, PACG, or HM. The 10 patients without comorbidities were considered as controls.
Type 2 DM was diagnosed according to a reported reference definition [15]. PACG
was diagnosed based on the criteria of the International Society for Geographical
and Epidemiological Ophthalmology (ISGEO) [16]. Briefly, PACG
diagnosis was defined by a primary anatomic narrow-angle (180° or more
of iridotrabecular contact assessed by indentation gonioscopy and
ultrasound biomicroscopy (SW-3200L, Suoer Electronic Technology
Co., Ltd., Tianjin, China)), with glaucomatous optic neuropathy (a vertical
cup/disc [C/D] ratio
Patients with histories of acute glaucoma attack, ocular surgery, an advanced
visual field defect and uncontrolled intraocular pressure (IOP) were excluded.
All the PACG patients enrolled in the present study had controlled IOP under a
maximum of one anti-glaucoma eyedrop (assessed by 24 h IOP profile). Patients
with spherical equivalent
The exclusion criteria for all groups were (1) signs of diabetic retinopathy; (2) history or onset of retinal diseases; (3) uveitis or iris neovascularization; (4) trauma; (5) previous history of eye surgery; (6) other ocular or immune diseases; (7) presence of co-morbidities other than type 2 DM, PACG, or HM, and; (8) presence of two or more of the described co-morbidities.
Eighty AH samples (100–200
After topical anesthesia with Alcaine solution (0.5% proparacaine hydrochloride
ophthalmic solution, S.A. Alcon-Couvreur N.V. Puurs, Belgium), a clear corneal
incision was made at the 2 o’clock position with a 15-degree angle blade (Model:
8065921501, Alcon, Geneva, Switzerland). Approximately 150
Twenty-seven cytokines from the supernatant of the AH samples were measured
using Luminex cytokine polystyrene color bead-based multiplex assay (Universal
Biotech, Shanghai, China) in a duplicated manner. The cytokines measured were:
interleukin (IL)-10, IL-13, IL-12p70, IL-15, IL-17, IL-1ra, IL-1
The data are presented as means
To better understand the distinct inflammatory reaction in the second operated
eye of the HM, PACG and DM patients in response to first-eye cataract surgery,
the genes of significantly differentially expressed cytokines (p
In total, the data of 17 males (34 eyes) and 23 females (46 eyes) were used for this study. The demographics of each sub-group, i.e., the controls (CTRL) and patients with DM, PACG or HM, are shown in Table 1. We observed no significant difference in age, gender, operation interval and operative time between the groups. All patients had good recovery without intraoperative and postoperative complications.
Demographics | CTRL group | HM group | PACG group | DM group | p-value |
Age (years) | 70.3 |
66.0 |
66.5 |
67.9 |
0.731 |
Male | 4 (40%) | 4 (40%) | 3 (30%) | 6 (60%) | 0.439 |
Female | 6 (60%) | 6 (60%) | 7 (70%) | 4 (40%) | |
Interval between operations (days) | 10.9 |
13.3 |
12.9 |
11.2 |
0.771 |
Operation time (minutes) | 12.7 |
13.4 |
12.95 |
12.95 |
0.357 |
Data are Mean |
Before first-eye surgery, the HM group had the most similar cytokine profile to
the controls, with only the level of IL-13 and IL-15 being significantly
differentially expressed, whereas the level of 11 among 27 cytokines in the DM
group was significantly higher than those in the CTRL, with the 5 most
significantly increased ones being IL-5, TNF-alpha, IL-2, bFGF and IL-4. In the
PACG group, compared with the CTRL group, we observed higher levels of IL-1ra,
TNF-alpha and IL-13 (p
Cytokine profile of AH of patients before and after the first-eye operation. (A) Heat map depicting the hierarchical clustering of the differentially expressed cytokines in the different groups compared to controls at baseline and post-operation. Each cluster represents the relative abundance of the cytokines on the heat map. The HM group demonstrated the most similar cytokine profile to the CTRL group at baseline and post-operation. Compared to the CTRL group at baseline, significantly differentially expressed cytokines are marked with the star symbol *. Compared with the CTRL group post-operation, the significantly differentially expressed cytokines are marked with the hash symbol #. (B,C) Venn diagram of the differentially expressed cytokines in different groups compared to controls at baseline and post-operation.
HM group | ||
Cytokines | p-value | Level |
IL-13 | 0.024424 | upregulated |
IL-15 | 0.015989 | downregulated |
PACG group | ||
Cytokines | p-value | Level |
IL-1ra | 0.015512 | upregulated |
TNF-alpha | 0.001126 | upregulated |
IL-13 | 0.045 | upregulated |
DM group | ||
Cytokines | p-value | Level |
IL-5 | 0.045685 | upregulated |
TNF-alpha | 0.000143 | upregulated |
IL-2 | 0.038603 | upregulated |
bFGF | 0.042124 | upregulated |
IL-4 | 0.002399 | upregulated |
MCP-1 | 0.040726 | upregulated |
IL-8 | 0.031556 | upregulated |
IL-10 | 0.008823 | upregulated |
IL-7 | 0.002665 | upregulated |
IL-17a | 0.025998 | upregulated |
IL-9 | 0.00996 | upregulated |
At second-eye surgery, only bFGF was significantly upregulated in the HM group compared with controls, while 3 cytokines in the PACG group and 6 cytokines in the DM group were significantly different from the CTRL group (Fig. 1, Table 3).
HM group | ||
Cytokines | p-value | Level |
bFGF | 0.002994 | upregulated |
PACG group | ||
Cytokines | p-value | Level |
bFGF | 0.010821 | upregulated |
IP-10 | 0.047833 | downregulated |
MCP-1 | 0.026588 | downregulated |
DM group | ||
Cytokines | p-value | Level |
TNF-alpha | 0.048030 | upregulated |
RANTES | 0.037963 | upregulated |
IL-2 | 0.046829 | upregulated |
IL-4 | 0.029184 | upregulated |
IL-10 | 0.022205 | upregulated |
IL-7 | 0.028212 | upregulated |
To better understand the intraocular conditions of the patients with HM, PACG and DM, the KEGG pathway analysis for the differentially expressed cytokines was performed. At baseline, the most significantly affected pathways in HM patients were the Janus kinase (JAK)-signal transducer and activator of transcription (STAT) signaling pathways. The IL-17 signaling pathway was the commonly affected pathway in PACG and DM patients at baseline and post-operation (Tables 4,5).
HM group | ||
KEGG pathways | Strength | FDR (false discovery rate) |
Jak-STAT signaling pathway | 2.09 | 0.00095 |
Cytokine-cytokine receptor interaction | 1.87 | 0.0013 |
PACG group | ||
KEGG pathways | Strength | FDR |
Fc epsilon RI signaling pathway | 2.29 | 0.00090 |
IL-17 signaling pathway | 2.15 | 0.00097 |
Cytokine-cytokine receptor interaction | 1.7 | 0.0062 |
DM group | ||
KEGG pathways | Strength | FDR |
IL-17 signaling pathway | 2.06 | 1.24e-10 |
T cell receptor signaling pathway | 1.95 | 2.00e-08 |
Type I diabetes mellitus | 1.95 | 0.00073 |
Fc epsilon RI signaling pathway | 1.9 | 3.82e-05 |
Cytokine-cytokine receptor interaction | 1.83 | 2.08e-16 |
Jak-STAT signaling pathway | 1.82 | 2.04e-09 |
NF-kappa B signaling pathway | 1.58 | 0.0034 |
Toll-like receptor signaling pathway | 1.54 | 0.0038 |
HM group | ||
KEGG pathways | Strength | FDR (false discovery rate) |
No significant enrichment detected | - | - |
PACG group | ||
KEGG pathways | Strength | FDR |
IL-17 signaling pathway | 2.15 | 0.0019 |
TNF signaling pathway | 2.08 | 0.0019 |
Chemokine signaling pathway | 1.86 | 0.0021 |
Cytokine-cytokine receptor interaction | 1.7 | 0.0030 |
DM group | ||
KEGG pathways | Strength | FDR |
Allograft rejection | 2.57 | 6.84e-09 |
Type I diabetes mellitus | 2.21 | 0.00033 |
T cell receptor signaling pathway | 2.12 | 1.83e-07 |
Fc epsilon RI signaling pathway | 1.99 | 0.00073 |
Jak-STAT signaling pathway | 1.91 | 7.97e-07 |
Cytokine-cytokine receptor interaction | 1.85 | 4.34e-10 |
IL-17 signaling pathway | 1.82 | 0.0011 |
Toll-like receptor signaling pathway | 1.81 | 0.0011 |
TNF signaling pathway | 1.78 | 0.0012 |
In the control group, the levels of 3 cytokines, GM-CSF, IL-2 and IL-13, in the AH of the second eye were found to be significantly increased, while that of TNF-alpha was significantly reduced after the first-eye cataract operation. The cytokine levels of DM patients showed little alteration, and the 3 cytokines IL-2, VEGF and PDGF-BB were significantly upregulated. Comparatively, in PACG and HM patients, 9 and 8 cytokines levels were found to be significantly altered, respectively (Fig. 2).
Different alterations in cytokines in AH of patients after the first-eye cataract operation. (A) Venn diagram depicting overlaps of significantly altered cytokines in the HM, DM, PACG groups and the control group before and after the first-eye operation. (B–F) An overlap of 5 altered cytokines between the 4 groups. IL-2 is significantly upregulated in all groups. VEGF and PDGF-BB are exclusively altered in the HM, DM and PACG groups, and GM-CSF is exclusively altered in the HM, PACG and control groups, while TNF-alpha is exclusively altered in the PACG and control groups. The HM group shows an overlap of 2 cytokines with the control (25%), 3 cytokines with the DM group (37.5%) and 4 cytokines with the PACG group (50%). (G–J) Several cytokines are exclusively altered in each subgroup, with one in the control group, 4 cytokines in the PACG group and HM group, and none in the DM group.
KEGG pathway analysis of the differentially expressed cytokines was performed to better understand the distinct inflammatory reaction in AH of patients with HM, PACG and DM in response to the first-eye cataract surgery. The epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor resistance and regulation of actin cytoskeleton pathways were the most altered pathways in HM patients. In PACG patients, the IL-17 signaling pathway and the TNF-alpha signaling pathway were the most altered pathways. In DM patients, the most altered pathways were the T cell receptor signaling pathway, Fc epsilon RI signaling pathway and Jak-STAT signaling pathway (Table 6).
HM group | ||
KEGG pathways | Strength | FDR (false discovery rate) |
EGFR tyrosine kinase inhibitor resistance | 1.96 | 4.61e-07 |
Regulation of actin cytoskeleton | 1.72 | 1.08e-08 |
Ras signaling pathway | 1.67 | 1.08e-08 |
PACG group | ||
KEGG pathways | Strength | FDR |
IL-17 signaling pathway | 2.15 | 0.0019 |
TNF signaling pathway | 2.08 | 0.0019 |
Chemokine signaling pathway | 1.86 | 0.0021 |
Cytokine-cytokine receptor interaction | 1.7 | 0.0030 |
DM group | ||
KEGG pathways | Strength | FDR |
Type I diabetes mellitus | 2.21 | 0.00033 |
T cell receptor signaling pathway | 2.12 | 1.83e-07 |
Fc epsilon RI signaling pathway | 1.99 | 0.00073 |
Jak-STAT signaling pathway | 1.91 | 7.97e-07 |
Cytokine-cytokine receptor interaction | 1.85 | 4.34e-10 |
IL-17 signaling pathway | 1.82 | 0.0011 |
Toll-like receptor signaling pathway | 1.81 | 0.0011 |
TNF signaling pathway | 1.78 | 0.0012 |
In this study, the cytokine profile of aqueous humor in the first eye of cataract controls and patients with DM, PACG or HM were analyzed at baseline and in the contralateral eye after their first-eye cataract surgery. By comparing the cytokine profile of the first-eye operation and the second-eye operation, we found that all groups with pre-existing ocular or systemic conditions had signs of inflammation at both time points. PHACO + IOL was associated with inflammatory reactions in the AH of the contralateral eye. Strikingly, pre-existing ocular or systemic conditions were also associated with distinguishing between inflammatory reactions and topical stimuli, namely, PHACO + IOL.
At baseline, the HM group had the most similar cytokine profile to the controls and only the level of IL-13 and IL-15 was significantly differentially expressed, whereas the level of 11 cytokines in the DM group was significantly different from the control group. Although the exact roles of IL-13 and IL-15 in HM are unclear, our findings align with a previous report in which the level of IL-13 and IL-15 was increased in AH of patients with myopic choroidal neovascularization [17, 18].
The IL-13, TNF-alpha and IL-1ra level was found to be increased in cataract patients with PACG at baseline. Duvesh et al. [19] reported cytokine changes in chronic PACG patients in the Indian population, such as a reduced TNF-alpha and increased IP-10, while TNF-alpha was increased in acute angle-closure glaucoma patients [20]. These studies indicated that the TNF-alpha level might be associated with the disease course. Another study reported that IL-13 was found to be more abundant in AH of primary open-angle glaucoma (POAG) patients [21]. Although the pathology of PACG and POAG is not the same, IL-13 may play a role in POAG and PACG, such as the progressive loss of retinal ganglion cells and their axons.
In DM patients, 11 cytokines were significantly increased in their AH despite their lack of ocular symptoms. Similar to our results, the aqueous levels of IL-8, MCP-1 and TNF-alpha were higher in diabetic macular edema patients [22, 23], and lower levels of IL-5 and IL-8 were associated with improved diabetic macular edema [23].
In response to cataract surgery, IL-2 was increased in all groups, and was correlated with intraocular inflammation. Inflamed uveal and retinal tissues were detected in patients with certain types of uveitis [24] despite an increase in the level of VEGF and PDGF-BB in the PACG, HM and DM groups compared with the control group. VEGF has been associated with pathological angiogenesis and increased vascular permeability in eye diseases such as diabetic retinopathy and age-related macular degeneration [25]. Retinal vascular function damage is well known in both glaucoma and diabetic retinopathy, while the role of PDGF-BB in the maintenance of retinal vasculature was just recognized [26, 27]. In mice and rabbits, it was shown that the retina-specific expression of PDGF-B was associated with severe neovascularization and retinal detachment [28, 29].
In response to cataract surgery, pre-existing ocular disease conditions were associated with more significant and distinguishing inflammatory reactions. Four cytokines were significantly altered in the control group, 3 in the DM group, 9 in the PACG group, and 8 in the HM group. Patients with PACG and HM had a stronger reaction than the control and DM groups. Surprisingly, DM patients did not show a stronger inflammation in reaction to surgical stimuli.
After the first-eye cataract surgery, only bFGF was significantly upregulated in the HM group compared with the controls, while 3 cytokines in the PACG group and 6 cytokines in the DM group were significantly different from the control group. The level of bFGF was significantly higher in the PACG and HM groups. The level of bFGF was also increased in the irises of patients with neovascular glaucoma and in the aqueous humor of patients with exfoliation syndrome or exfoliative glaucoma [30, 31]. In an animal model of photic-induced retinopathy, bFGF up-regulation was associated with the protection of retinal functions [32]. Nonetheless, the exact source of bFGF and its role in the eye remains to be studied.
In the PACG group, the level of IP-10 and MCP-1 was significantly lower after the first-eye surgery. In acute angle-closure glaucoma patients, the level of IP-10 was found to be significantly higher [20]. It was also reported that IP-10 in AH was positively correlated with IOP reduction after trabeculectomy [33]. Taken together, these findings indicate that IP-10 might be correlated with the IOP of glaucoma patients. Furthermore, MCP-1 was also reported to play a role in IOP regulation. The enhanced expression of MCP-1 was correlated with trabecular meshwork cell contractile activity, potentially implicated in the pathobiology of abrupt IOP elevation [34].
To our knowledge, this is the first study comparing the cytokine profiles of patients with different ocular and systemic disease conditions to identify the comorbidity-specific cytokines in each group. However, due to the nature of human-related studies, the underlying molecular mechanisms responsible for the findings reported here are largely unknown. Therefore, the precise functions of those cytokines and their downstream targets should be further elucidated in the future. Furthermore, from the data reported it is not evident a dramatic surge of inflammatory cytokines after the first surgery, and their clustering was not so pronounced to allow a characterization of the different conditions. Last but not least, it is unlikely that all the proteins responsible for intraocular inflammation related to the comorbidities are identified using cytokine assay. Mass-spectrometry-assisted proteomics approaches on a larger sample size could have returned results describing better the different conditions at the different time points. As a propaedeutic study, the findings are envisioned to provide a useful reference point for future studies. Further studies with larger samples are warranted to establish more solid patterns of variations in cytokine expression associated with different comorbidities.
In summary, our data show that pre-existing ocular or systemic conditions could lead to intraocular inflammation even before surgery, particularly in patients with type 2 DM. Strikingly, pre-existing ocular or systemic disease conditions led to distinguishing inflammatory reactions in the second eye after the first eye surgery. PACG and HM patients showed a change in some cytokine expression to topical stimuli compared with controls, while fewer cytokines appear to be altered in DM patients. These findings suggest that ophthalmologists should pay close attention to the inflammatory response in the second eye, especially in patients with pre-existing ocular conditions.
JT designed the project, performed the analysis and wrote the manuscript. HL processed the experimental data, performed the analysis, wrote the manuscript and designed the figures. MS checked the experimental data, performed the analysis and revised the manuscript. JT, QL, HC and HpC helped recruiting the patients and collected samples. XZ collected the patients data. VP supervised the project and revised the manuscript. HpC performed the surgery, supervised the project and acquired funding. All authors contributed to editorial changes in the manuscript. All authors read and approved the final manuscript.
The study was performed according to local ethical approval protocol no. EC. D (BG) .016.03.1. Informed consent was obtained from all subjects enrolled in the study. The study was in accordance with the guidelines of the ethical commission of Shanghai East Hospital of Tongji University.
Not applicable.
This research was funded by National Natural Science Foundation of China (81870634).
The authors declare no conflict of interest.
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