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. 2021 Sep 10;11:18084. doi: 10.1038/s41598-021-97522-x

Macrophage-derived interleukin-6 is necessary and sufficient for choroidal angiogenesis

Steven Droho 1, Carla M Cuda 2, Harris Perlman 2, Jeremy A Lavine 1,
PMCID: PMC8433398  PMID: 34508129

Abstract

Neovascular age-related macular degeneration (nAMD) commonly causes vision loss from aberrant angiogenesis, termed choroidal neovascularization (CNV). Interleukin-6 (IL6) is a pro-inflammatory and pro-angiogenic cytokine that is correlated with AMD progression and nAMD activity. We hypothesize that anti-IL6 therapy is a potential nAMD therapeutic. We found that IL6 levels were increased after laser injury and expressed by macrophages. Il6-deficiency decreased laser-induced CNV area and exogenous IL6 addition increased choroidal sprouting angiogenesis. Il6-null mice demonstrated equally increased macrophage numbers as wildtype mice. At steady state, IL6R expression was detected on peripheral blood and ocular monocytes. After laser injury, the number of IL6R+Ly6C+ monocytes in blood and IL6R+ macrophages in the eye were increased. In human choroid, macrophages expressed IL6, IL6R, and IL6ST. Furthermore, IL6R+ macrophages displayed a transcriptional profile consistent with STAT3 (signal transducer and activator of transcription 3) activation and angiogenesis. Our data show that IL6 is both necessary and sufficient for choroidal angiogenesis. Macrophage-derived IL6 may stimulate choroidal angiogenesis via classical activation of IL6R+ macrophages, which then stimulate angiogenesis. Targeting IL6 or the IL6R could be an effective adjunctive therapy for treatment-resistant nAMD patients.

Subject terms: Monocytes and macrophages, Macular degeneration

Introduction

Age-related macular degeneration (AMD) is the most common cause of vision loss in the developed world. Neovascular AMD (nAMD) occurs when angiogenesis from the choroidal vasculature invades through Bruch’s membrane into the sub-retinal pigment epithelium (RPE) or sub-retinal space, a destructive process termed choroidal neovascularization (CNV). Current nAMD treatment blocks angiogenesis by inhibiting vascular endothelial growth factor (VEGF). Intravitreal anti-VEGF injections improve vision by 5–10 letters1; however, frequent injections are expensive, include the risk of endophthalmitis, and 15% of patients lose vision despite monthly therapy2. Therefore, an unmet need exists for alternative therapies.

Our group, and several other labs, have demonstrated that beta-adrenergic receptor blockade inhibits experimental CNV by 50–80%38. These findings led to a randomized, placebo controlled clinical trial. Patients with treatment-resistant nAMD received continued monthly anti-VEGF injections plus either placebo or topical dorzolamide-timolol (carbonic anhydrase inhibitor plus beta-adrenergic receptor blocker). Adjuvant topical dorzolamide-timolol significantly reduced persistent retinal fluid compared to placebo9, an important finding to help reduce anti-VEGF injection burden. Despite these results, the mechanism by which beta-adrenergic receptor blockade inhibits CNV remains unknown.

Interleukin-6 (IL6) is a pro-inflammatory cytokine produced by macrophages. Classical monocyte-derived macrophages are necessary for propranolol-driven CNV blockade6, and propranolol decreases IL6 levels during experimental CNV3,4. These data implicate macrophage-derived IL6 as a key driver of experimental CNV. In support, IL6 stimulates angiogenesis via both VEGF dependent and independent pathways10. Based upon these results, we investigated the role of IL6 during experimental CNV.

We found that IL6 expression was increased in macrophages at the CNV lesion during the height of macrophage infiltration. IL6 knockout mice demonstrated reduced CNV area compared to wildtype mice, and were no longer susceptible to propranolol-driven CNV inhibition. Additionally, IL6 was sufficient to stimulate choroidal angiogenesis. Furthermore, the IL6 receptor (IL6R) was expressed on peripheral blood and ocular monocytes at steady state. After laser injury, the number of IL6R+Ly6C+ monocytes increased in peripheral blood, and IL6R+ macrophages were detected in the eye. Similar to mice, human choroidal macrophages expressed IL6 and the IL6R. IL6R+ human macrophages showed a transcriptional profile consistent with signal transducer and activator of transcription 3 (STAT3) activation and angiogenesis. These data suggest that macrophage-produced IL6 stimulates choroidal angiogenesis by classically activating IL6R+ macrophages.

Results

Since IL6 is a secreted molecule, we used RNAscope to identify IL6-producing cells. In 10–12 week-old female wildtype and Il6−/− mice, we performed laser injury and harvested eyes on Day 3, the peak of macrophage recruitment11. We found no IL6 expression in Il6−/− mice, confirming the validity of the RNAscope probe (Fig. 1a,c). In wildtype mice, IL6 expression was only detectable at the laser injury site (black arrow, Fig. 1b). In three independent wildtype mice, IL6+ cells (pink stain, green and yellow arrows) were found in the inflammatory lesion (Fig. 1d,e,h). Next, we performed immunohistochemical staining of serial sections (4 μm sections, 2–4 sections apart) for IBA1 and F4/80 from Wildtype #2 (Fig. 1e) to identify if IL6+ cells were macrophages. We found both IBA1+ and F4/80+ staining at near identical locations to IL6+ cells (Fig. 1e–g, colored arrows). In order to quantitatively confirm these results, we performed IL6 ELISA on posterior eye cups (retina and choroid-RPE-sclera complex). IL6 levels were increased 1.15-fold (p < 0.001) on Day 3 after laser injury (Fig. 1i). These data demonstrate that macrophages produce IL6 at the site of laser injury.

Figure 1.

Figure 1

IL6 expression is increased by laser and expressed at the laser injury site. 20X magnification of paraffin-embedded sections stained for hematoxylin and IL6 (pink, RNAscope) from Il6−/− (A) and wildtype (B) mice. Arrows indicate laser lesion. 40X magnification of sections stained for hematoxylin and IL6 (pink, RNAscope) from Il6−/− (C) and wildtype (D, H) mice. Green arrows indicate IL6 + cells. 40× magnification with digital zoom of IL6 (E), IBA1 (F), and F4/80 (G) in serial sections from a single lesion. Light green, dark green, and yellow arrows indicate IL6 + cells co-staining for IBA1 and F4/80 in serial sections. ELISA measurements (I) of IL6 expression demonstrate a 1.15-fold (*** = p < 0.001, N = 4–5 per group) increase after laser injury.

IL6 is increased after laser injury (Fig. 1), and reduced by propranolol3,4. We next investigated whether IL6 is necessary for propranolol-driven CNV blockade. We subjected 10–12 week old female Il6−/− mice to laser injury. Female mice were used because we previously demonstrated that male mice do not demonstrate propranolol-induced CNV blockade6. Mice received daily intraperitoneal vehicle (PBS) or propranolol (20 mg/kg) injections for 14 days. In the context of IL6-deficiency, propranolol had no effect upon CNV area (Fig. 2a–c). Next, we investigated if IL6 deficiency affects CNV compared to wildtype mice. We subjected male and female 10–12 week old wildtype and Il6−/− mice to laser injury and quantified CNV area on Day 14. IL6-deficient mice displayed a 42% reduction in CNV area (p < 0.01, Fig. 2d–f) with no sex-dependent effects (Fig S1). These findings show that IL6 is necessary for both propranolol-driven CNV blockade and CNV pathogenesis.

Figure 2.

Figure 2

IL6 is necessary for CNV. Representative immunofluorescence staining of CNV lesions in PBS (A) and propranolol (B) treated Il6−/− mice. Propranolol had no effect upon CNV area in IL6-null mice (ns = not significant, N = 10–11 per group, C). Representative immunofluorescence staining of CNV lesions in wildtype (D) and Il6−/− (E) mice. IL6-deficiency resulted in a 42% decrease in CNV area (** = p < 0.01, N = 24–25 per group, F).

IL6 is capable of directly stimulating angiogenesis outside the eye10. To test this effect in the choroid, we performed ex vivo choroidal sprouting assays in the presence of vehicle (Fig. 3a–d) or exogenous IL6 (Fig. 3e–h). Direct addition of IL6 at 10 and 30 ng/ml increased choroidal angiogenesis area by 1.2-fold (p < 0.05 for both) on Day 6, and 1.3-fold (p < 0.001 for both) on Day 7 (Fig. 3i). These data demonstrate that IL6 is sufficient to stimulate choroidal angiogenesis.

Figure 3.

Figure 3

IL6 is sufficient for choroidal angiogenesis. Representative phase contrast brightfield microscopy of choroidal sprouts from control (AD) and IL6 (EH) treatment on Days 4 – 7. Exogenous IL6 treatment (I) increased choroidal angiogenesis area by 1.2 fold (* = p < 0.05, N = 5 per group) on Day 6 (D6) and 1.3 fold (*** = p < 0.001) on Day 7 (D7).

Because macrophages produce IL6 and classical monocyte-derived macrophages are necessary for CNV pathogenesis11,12, we examined macrophage numbers after laser injury. We subjected 10–12 week old female wildtype and Il6−/− mice to laser injury. On Day 3, we harvested whole eyes (cornea, sclera, iris, ciliary body, lens, retina, choroid, and RPE), and performed multi-parameter flow cytometry to measure ocular macrophage numbers from unlasered and lasered mice. We analyzed whole eyes to reduce variance created by uneven dissections and maximize the rigor and reproducibility of our data. Our full gating strategy and fluorescence minus one (FMO) controls for this panel were previously published13. We identified ocular leukocytes using CD45+ staining (Fig. 4a). We captured mononuclear phagocytes and excluded B cells (B220), T cells (CD4, CD8), eosinophils (SiglecF), neutrophils (Ly6G), and NK cells (NK1.1) by CD11b+Lin staining (Fig. 4b). We used the quantitative amount of CD45 to differentiate CD45dim microglia11,13,14 from CD45high macrophages and dendritic cells (Fig. 4c). We found no change in microglia numbers (CD45dimCD64+MHCIIlow) between wildtype and Il6−/− mice in both unlasered and lasered groups (Fig. 4d,g). By contrast, MHCII macrophages (CD45highCD64+MHCII) were increased by laser 13-fold (p < 0.05) in wildtype and 15-fold (p < 0.01) in Il6−/− mice with no significant difference between groups (Fig. 4e,h). Additionally, CD11c (CD45highCD64+MHCII+CD11c) and CD11c+ (CD45highCD64+MHCII+CD11c+) macrophage numbers elevated with laser by five–eightfold with no significant changes between wildtype and Il6−/− mice (Fig. 4f,i–j). Finally, dendritic cells (CD45highCD64MHCII+CD11c+) increased fourfold (p < 0.001) in wildtype and sevenfold (p < 0.001) in Il6−/− mice with no significant difference by genotype (Fig. 4f,k). These results demonstrate that although Il6−/− mice have reduced CNV area, macrophage numbers and heterogeneity are unchanged compared to wildtype mice.

Figure 4.

Figure 4

Wildtype and Il6−/− mice demonstrate similarly increased macrophage numbers. (A) CD45+ cells were identified from live and singlet cells. (B) Lineage (Lin) gate was used to exclude neutrophils (Ly6G), eosinophils (SiglecF), NK cells (NK1.1), T cells (CD4, CD8), and B cells (B220), and gate forward CD11b+Lin mononuclear phagocytes. (C) Quantitative CD45 expression was used to separate CD45dim from CD45high cells. (D) Microglia were defined as CD45dimCD64+MHCIIlow from wildtype and Il6−/− mice both with and without laser. (E): MHCII macrophages (macs) were delineated as CD45highCD64+MHCII, and CD45highMHCII+ cells were gated forward. (F): CD11c and CD11c+ macrophages were identified by CD64+MHCII+CD11c and CD64+MHCII+CD11c+, respectively. Dendritic cells (DC) were designated as CD64MHCII+CD11c+. (G) Microglia were not changed by genotype or laser. (HJ): MHCII, CD11c, and CD11c+ macrophages were equally increased by laser in wildtype (blue) and Il6−/− (red) mice (* = p < 0.05, ** = p < 0.01, *** = p < 0.001, N = 5–9 per group). (K) Dendritic cells were also increased by laser in both wildtype and Il6−/− mice.

IL6 classically binds to cell surface IL6 receptor (IL6R) leading to intracellular signaling transduction via the gp130 coreceptor15. The IL6R is known to be expressed in leukocytes15, but has not been investigated in the eye. We used multi-parameter flow cytometry to identify IL6R expression. Wildtype 10–12 week old female mice were subjected to laser treatment, and eyes were harvested on Day 3. Mononuclear phagocytes were identified as CD45+CD11b+Lin identically to Fig. 4A,B. CD64+Cx3cr1+ cells were gated forward (Fig. 5a), and microglia were defined as CD45dimCx3cr1high while all other CD64+Cx3cr1+ cells (Boolean gate) were delineated as ocular macrophages (Fig. 5b). Dendritic cells were identified from CD64Cx3cr1 cells as MHCII+CD11c+ (Fig. 5c). The non-DC population from Fig. 5c was gated forward (Boolean gate) and CD45highCx3cr1+ cells were defined as monocytes (Fig. 5d). The major populations of ocular IL6R+ cells were monocytes and macrophages. At steady state, the number of IL6R+ monocytes were greater than all other groups (Fig. 5e,i, p < 0.001). After laser injury, IL6R+ monocytes were unaffected and were significantly more than all other groups except for macrophages (p < 0.001). The number of IL6R+ macrophages were increased 9.3-fold (p < 0.01) by laser treatment, and were significantly greater than microglia and dendritic cell counts (Fig. 5i, p < 0.01). Few IL6R+ microglia or dendritic cells were detected at steady state or after laser injury (Fig. 5g–i). These findings show that monocytes and macrophages are the major populations of ocular IL6R+ cells after laser injury.

Figure 5.

Figure 5

IL6R is expressed in ocular monocytes and macrophages. (A) CD64+Cx3cr1+ cells were gated forward. (B) Microglia were defined as CD45dimCx3cr1+ while all other cells were determined to be macrophages (Boolean gate). (C) Non-Cx3cr1+CD64+ cells were gated forward from (A) and dendritic cells (DC) were defined as MHCII+CD11c+. (D) Non-MHCII+CD11c+ cells from (C) were gated forward and monocytes were defined as CD45highCx3cr1+. E–H: Representative frequency histograms for IL6R expression from the fluorescence minus one (FMO) control, untreated (No Laser, Blue), and lasered (Laser, Red) mice in monocytes (E), macrophages (F), microglia (G), and dendritic cells (DC, H). I: At steady state, monocytes expressed the IL6R. The number of IL6R+ macrophages were increased by laser (** = p < 0.01, *** = p < 0.001, blue asterisks indicate differences from unlasered mice, red asterisks indicate differences from lasered mice, N = 3 per group).

In order to confirm our ocular monocyte findings, we performed multi-parameter flow cytometry on peripheral blood from unlasered and lasered mice. Wildtype 10–12 week old female mice were subjected to laser and peripheral blood was obtained on Day 3. B cells (CD19) and T cells (CD4, CD8) were identified from CD45+ cells (Fig. 6a). CD45+CD19CD4CD8 cells were gated forward and NK cells were delineated as NK1.1+ (Fig. 6b). Neutrophils were characterized as Ly6G+SSCmed and eosinophils were defined as Ly6GSSChigh from CD45+CD11b+NK1.1 cells (Fig. 6c). Non-granulocytes were gated forward and identified as Ly6CCD115+ or Ly6C+CD115+ monocytes (Fig. 6d). We found no change in the total number of B cells, T cells, NK cells, eosinophils, neutrophils, Ly6C+ monocytes, or Ly6C monocytes after laser injury (Fig S2). B cells, T cells, NK cells, eosinophils, and neutrophils were < 5% IL6R+ , found at low numbers, and were unchanged by laser (Fig. 6e–i, 6l). At steady state, significantly more IL6R+Ly6C (p < 0.01) and IL6R+Ly6C+ (p < 0.001) monocytes were detected compared to all other groups with no difference between Ly6C and Ly6C+ monocytes (Fig. 6j–l). After laser injury, IL6R+Ly6C monocytes were unchanged and remained significantly more than all other groups (p < 0.001, Fig. 6j,l). Alternatively, the number of IL6R+Ly6C+ monocytes increased with laser treatment (p < 0.001), and were significantly greater than all other groups (p < 0.001, Fig. 6k–l)). Since the total number of Ly6C+ monocytes was unchanged with laser, these data suggest that laser stimulated existing Ly6C+ blood monocytes to express the IL6R. These data confirm that monocytes are IL6R+ cells and constitute the overwhelming majority of IL6R+ blood cells in the context of a laser-injury model.

Figure 6.

Figure 6

Monocytes express the IL6R in peripheral blood. (A) B cells were defined as CD19+, T cells were defined as CD4+ or CD8+, and non-lymphocytes (not B or T) were gated forward. (B) NK cells were delineated as NK1.1+ and CD11b+NK1.1 cells were gated forward. (C) Neutrophils were identified as Ly6G+SSCmed, eosinophils were found to be SSChighLy6G, and non-granulocytes (Not PMN) were gated forward. (D) Monocytes were defined as CD115+Ly6C or CD115+Ly6C+. (EK) Representative frequency histograms for IL6R expression from the fluorescence minus one (FMO) control, untreated (No Laser, Blue), and lasered (Laser, Red) mice in B cells (E), T cells (F), NK cells (G), Eosinophils (H), Neutrophils (I), Ly6C monocytes (J), and Ly6C+ monocytes (K). L: All cells other than monocytes were < 5% IL6R+. At steady state, Ly6C and Ly6C+ monocytes expressed more IL6R than all other groups (** = p < 0.01, *** = p < 0.001 vs all other groups [Blue vs No Laser], N = 5–6 per group). After laser injury, more IL6R+Ly6C and IL6R+Ly6C+ monocytes detected compared to all other groups (*** = p < 0.001 vs all other groups [Red vs Laser], N = 5–6 per group). The number of IL6R+Ly6C+ monocytes were increased by laser treatment (*** = p < 0.001, Black: No Laser vs Laser, N = 5–6 per group).

In order to investigate IL6 and IL6R expressing cells in humans, we re-analyzed a recently published single-cell RNA-seq data set from human RPE-choroid samples16. We integrated the data from all 7 patients, performed cell clustering with Seurat v317,18, and visualized the clusters using the uniform manifold approximation and projection (UMAP) technique (Fig. 7a). We identified 5 subsets of IBA1(AIF1)+CD68+ macrophages, 3 subtypes of CD3E+ or CD2+ T cells, 2 populations of CD79A+IGJ+ B cells, and CPA3+KIT+ mast cells (Fig. 7a,b). IL6 expression was primarily detected in macrophages, and a few B cells (Fig. 7c). The IL6R was expressed predominantly by macrophage subsets Mac-C, Mac-D, and Mac-E (Fig. 7d). The IL6 coreceptor gp130 (IL6ST) demonstrated expression in all cell types (Fig. 7e).

Figure 7.

Figure 7

Single-cell RNA-seq of human choroid. (A) UMAP dimension plot of each cell from 7 human donors. (B) Dot Plot for identification of cell types. (CE) Feature Plot of IL6, IL6R, and IL6ST expression. (F) Scatter plot (q-value vs enrichment) of GO terms with labels. (G) Dot Plot of genes that drove GO term enrichment for STAT signaling, angiogenesis, and monocyte chemotaxis.

We performed differential expression analysis between IL6R+ Mac-C, Mac-D, and Mac-E subtypes and all other human choroidal immune cells. We identified 244 genes up-regulated > twofold and 46 genes down-regulated < 0.5 fold (Table S1). Gene ontology (GO) enrichment analysis of up-regulated genes displayed enrichment for 4 GO terms associated with STAT signaling, 5 pro-angiogenic GO terms, and monocyte chemotaxis (Table S2, Fig. 7f). STAT3 is the principal signal transducer downstream of the IL6R19, and was expressed in Mac-C, Mac-D, and Mac-E (Fig. 7g). STAT3 target genes20 SOCS3 (suppressor of cytokine signaling 3, 2.3-fold), IL10 (interleukin-10, 3.1-fold), TNF (tumor necrosis factor, 2.9-fold), and VEGFA (3.0-fold) were up-regulated in Mac-C, Mac-D, and Mac-E compared to all other cells (Fig. 7g). In addition to being STAT3 target genes, IL1021, TNF22, and VEGFA1,23 are pro-angiogenic during CNV. Furthermore, PDGFB (platelet derived growth factor B, 2.1-fold), IL1B (interleukin-1 beta, sixfold), and the ELR chemokines CXCL2 (3.5-fold), CXCL3 (3.2-fold), and IL8/CXCL8 (5.0-fold), which all stimulate angiogenesis24,25, displayed increased expression in Mac-C, Mac-D, and Mac-E (Fig. 7g). Finally, IL6R+ macrophages demonstrated increased expression of the chemokines CCL3 (3.5-fold) and CCL4 (2.1-fold), which can attract pro-angiogenic monocytes11,12. These data suggest that human macrophages express IL6, the IL6R, and the IL6 coreceptor (gp130/IL6ST). Furthermore, IL6R+ human macrophages demonstrate a transcriptional profile consistent with STAT3 activation and angiogenesis.

Discussion

In this report, we used the choroid sprouting and laser-induced CNV models to investigate the IL6 pathway during choroidal angiogenesis. At steady state, no IL6 was detectable in the choroid, while monocytes expressed the IL6R (Fig. 8a). After laser injury, macrophages are recruited to the laser injury site, produce IL6, and express the IL6R (Fig. 8b). IL6 expression is both necessary and sufficient for choroidal angiogenesis. The likely mechanism by which IL6 stimulates angiogenesis is by classical activation of IL6R+ macrophages to indirectly stimulate angiogenesis (Fig. 8d).

Figure 8.

Figure 8

Model of IL6 signaling during CNV. (A) At steady state, IL6 is not expressed and the IL6R (Black Y) is expressed by monocytes (purple). (B) Laser injury (lightning bolt) causes macrophage influx into the choroid including IL6-expressing macrophages (blue) and IL6R+ macrophages (yellow with black Y). (C, D) Soluble IL6R derived from monocytes and macrophages binds macrophage-derived IL6 and trans-activates (green arrow) gp130 (Green Y) on CNV endothelial cells. Macrophage-derived IL6 classically activates (blue arrow) the IL6R (Black Y) on endothelial cells and macrophages. D: IL6R+ macrophages stimulate angiogenesis (blue arrow).

Our data demonstrate that macrophages produce IL6 in the laser-induced CNV model (Fig. 1). Because IL6 is a secreted peptide, we used RNAscope to identify intracellular Il6 mRNA in order to delineate the cellular source of IL6. Our findings are in agreement with prior immunofluorescent staining of IL6 protein using CD11b26 and Cx3cr1-GFP27 co-labeling in the choroid. In addition, murine bone marrow-derived monocytes28 and human alveolar macrophages29 express and secrete IL6 protein. Therefore, our data add a new methodology to the literature supporting macrophages as a key source of IL6 production in the eye.

Since IL6 is pro-inflammatory and pro-angiogenic cytokine10, we investigated the function of IL6 during choroidal angiogenesis. A prior group showed that male Il6−/− mice display a 30% reduction in laser-induced CNV area19. Similarly, we demonstrate that Il6−/− mice have a 42% reduction in CNV area in both male and female mice, with no sex-specific effects (Figs. 2 & S1). Additionally, we find that IL6 is sufficient to stimulate angiogenesis in the choroidal sprouting assay (Fig. 3). These data are similar to prior results that IL6 can stimulate angiogenesis in the aortic ring assay10, and promote endothelial cell line motility in the scratch wound assay30. Furthermore, human studies show that intraocular IL6 levels are associated with nAMD activity31, and systemic IL6 levels correlate with progression to advanced AMD32. Thus, our data show that IL6 is necessary and sufficient for choroidal angiogenesis in mice, and human studies support a pathogenic role for IL6 in nAMD.

The mechanism by which IL6 stimulates angiogenesis is unclear. IL6 uses both classical and trans-activation to exert its signaling effects15. In the classical pathway, IL6 binds to cell surface IL6R and signals intracellularly via gp130. Our data support a mechanism where macrophage-derived IL6 classically activates IL6R+ macrophages, leading to macrophage-driven angiogenesis (Fig. 8d). IL6 was detected in mouse (Fig. 1) and human (Fig. 7) macrophages. After laser injury in mice, IL6R+Ly6C+ monocytes are increased (Fig. 6), and IL6R+ macrophages are recruited to the eye (Fig. 5). In support of this mechanism, multiple studies have shown that macrophages, and specifically Ly6C+ classical monocyte-derived macrophages, stimulate angiogenesis during laser-induced CNV11,12,33. Additionally, human choroidal macrophages expressed both IL6R and IL6ST (Fig. 7), demonstrating their ability to respond to the IL6 stimulus. Finally, IL6R+ human macrophages demonstrated a transcriptional profile consistent with STAT3 activation, angiogenesis, and monocyte chemotaxis (Fig. 7f–g). These data support a mechanism where macrophage-derived IL6 stimulates IL6R+ macrophages to drive angiogenesis.

Our data do not exclude an additional mechanism where macrophage-derived IL6 classically signals to endothelial cells to promote angiogenesis (Fig. 8d). We did not investigate IL6R or co-receptor expression in endothelial cells. However, prior reports have shown IL6R expression on primary and cultured endothelial cells10. Furthermore, IL6 addition to aortic ring assays10 or the choroidal sprouting assay (Fig. 3) stimulates angiogenesis. This effect could be directly on endothelial cells, but both aortic and choroidal tissue contain macrophages. These data suggest that macrophage-derived IL6 could signal classically through IL6R+ endothelial cells to increase angiogenesis.

Trans-signaling is a third potential mechanism of IL6-driven angiogenesis (Fig. 8c). Our data show that monocytes are the major IL6R+ cells in the eye and blood (Fig. 56). In human choroid, we did not detect monocytes, but macrophages were also the major IL6R+ cell type (Fig. 7). IL6 may bind monocyte/macrophage-derived soluble IL6R and stimulate angiogenesis via trans-activation of endothelial cell gp130/IL6ST. In support of this model, exogenous IL6 and soluble IL6R stimulate angiogenesis via trans-signaling and downstream activation of STAT3 and Ca2+/calmodulin-dependent protein kinase IIδ(CaMKIIδ) in endothelial cells30. Furthermore, conditional STAT3 and CaMKIIδ endothelial cell knockout mice demonstrate decreased retinal vascular development30. These data support a third possible mechanism of IL6-driven angiogenesis. Future studies using conditional IL6R knockout mice will be necessary to further elucidate the mechanism of IL6-driven angiogenesis.

In summary, we demonstrate that IL6 is up-regulated by laser injury and expressed by macrophages at the laser injury site. Additionally, IL6 is necessary and sufficient for choroidal angiogenesis. These findings support IL6 and the IL6R as possible therapeutic targets in nAMD. Finally, IL6 stimulates choroidal angiogenesis through one of three possible mechanisms: IL6 classical activation of macrophages to indirectly stimulate angiogenesis, IL6 binding to monocyte-derived soluble IL6R to trans-activate endothelial cells, and IL6 classical signaling of endothelial cells to directly stimulate angiogenesis.

Methods

Animals

Breeding pairs of wildtype (C57BL6/J; #000664), and Il6−/− (B6.129S2-Il6tm1Kopf/J; 002650) were obtained from Jackson Labs (Bar Harbor, ME). Wildtype and Il6−/− animals used in this study were first- or second-generation crosses of parental mice. One complete litter from each breeding pair was genotyped to confirm the correct genotype and the absence of the RD8 allele (Crb1). Genotyping services were performed by Transnetyx (Cordova, TN). All experiments were performed on 10–12 week old mice. Mice were housed in a specific pathogen free, barrier facility and maintained on a 12 h light/dark cycle. All experiments were conducted in accordance with the ARRIVE guidelines and were approved by the Northwestern University Institutional Animal Care and Use Committee.

Laser-induced CNV

Male and female 10–12 week-old mice were treated as previously described6,11. Briefly, mice were anesthetized with a ketamine/xylazine (Akorn, Lake Forest, IL) cocktail. Pain control and hydration were achieved with a 1 mg/kg subcutaneous injection of Meloxicam (Henry Schein Animal Health, Melville, NY). Eyes were anesthetized, dilated, and a cover slip was coupled to the cornea with Gonak (Akorn) for slit lamp microscopy and laser. Four (immunofluorescence) or eight (flow cytometry, immunohistochemistry and ELISA; to increase inflammatory cell numbers) focal burns (75 μm, 110 mW, 100 ms) were administered in each eye using a 532 nm argon ophthalmic laser (IRIDEX, Mountain View, CA) via a slit lamp delivery system (Zeiss, Oberkochen, Germany).

RNA scope

Enucleated eyes from control and Day 3 after laser were placed in modified Davidson’s buffer (11% v/v Glacial acetic acid, 2.2% v/v neutral buffered formalin, 32% v/v ethanol [all Millipore-Sigma, St. Louis, MO] at least 1 ml / eye) overnight at room temperature. Samples were transferred to 10% neutral buffered formalin for 2 h at room temperature, then stored in 70% ethanol until embedding in paraffin. Tissue blocks were cut at 4 μm thickness. RNAscope using a probe against mouse Il6 (#315,898, ACDBio, Newark, CA) was performed using manufacturer’s protocol (#322,360, ACDBio). Negative controls included no probe on wildtype slides, and the Il6 probe on Il6−/− eyes. All slides were counter stained with hematoxylin.

Immunohistochemistry

Eyes were paraffin embedded identically to RNAscope. Slides were deparaffinized on an automated platform (Leica Autostainer XL, Leica Microsystems, Buffalo Grove, IL), then processed for antigen retrieval (Sodium Citrate pH 6 for 10 min at 110 °C). Slides were incubated with primary antibodies shown in Table 1 (Iba1, 1:1000; F4/80, 1:500) in PBS overnight at 4 °C in a humidified chamber. After washing with PBS, slides were incubated with the appropriate secondary antibody via an automated system (Biocare Intellipath, Pacheco, CA). Red chromogen development was completed with a Warp Red Chromogen kit (Biocare). Positive (brain and spleen) and no primary controls were used to confirm activity. All slides were counter stained with hematoxylin.

Table 1.

Antibodies used in this study.

Antibody Fluorophore Clone Usage Manufacturer
Rat anti-mouse CD16/CD32 N/A 2.4G2 Fc block BD Biosciences
Mouse anti-mouse CD64 PE X54-5/7.1 Eye BioLegend
Hamster anti-mouse CD11c BV 421 HL3 Eyea BD Biosciences
Rat anti-mouse Ly6G PE-CF594 1A8 Eye BD Biosciences
Mouse anti-mouse NK1.1 PE-CF594 PK136 Eye BD Biosciences
Rat anti-mouse Siglec F PE-CF594 E50-2440 Eyea BD Biosciences
Rat anti-mouse B220 PE-CF594 RA3-6B2 Eye BD Biosciences
Rat anti-mouse CD8 PE-CF594 53–6.7 Eye and blood BD Biosciences
Rat anti-mouse CD4 PE-CF594 RM4-5 Eye and blood BD Biosciences
Rat anti-mouse MHC II AlexaFluor 700 M5/114.15.2 Eye BioLegend
Rat anti-mouse CD11b APC-Cy7 M1/70 Eyea BD Biosciences
Rat anti-mouse CD45 PE-Cy7 30-F11 Eyea BD Biosciences
Rat anti-mouse CD45 FITC 30-F11 Eye and blooda BD Biosciences
Rat anti-mouse IL6R PE-Cy7 AL-21 Eye and blooda BD Biosciences
Rat anti-mouse CD31 BB700 MEC 13.3 Eyea BD Biosciences
Mouse anti-mouse Cx3cr1 AlexaFluor 647 SA011F11 Eye BioLegend
Rat anti-mouse Ly6G PerCP-Cy5.5 1A8 Blooda BD Biosciences
Rat anti-mouse CD11b eFluor 450 M1/70 Blooda Invitrogen
Rat anti-mouse CD19 APC 1D3 Blooda BD Biosciences
Mouse anti-mouse NK1.1 AlexaFluor 700 PK136 Blood BD Biosciences
Rat anti-mouse CD115 PE AFS98 Blood Invitrogen
Rat anti-mouse Ly6C APC-Cy7 AL-21 Blooda BD Biosciences
Rat anti-mouse CD19 PE 1D3 Compensation BD Biosciences
Rat anti-mouse CD19 AlexaFluor 700 1D3 Compensation BD Biosciences
Fixable viability dye eFluor 506 N/A Eyea Invitrogen
Rat anti-mouse CD102 (ICAM2) N/A 3C4(mIC2/4) Immunofluorescence BD Biosciences
Donkey anti-rat (H + L) AlexaFluor 488 N/A Immunofluorescence Invitrogen
Rabbit anti-mouse Iba1 N/A EPR16588 Immunohistochemistry Abcam
Rabbit anti-mouse F4/80 N/A D2S9R Immunohistochemistry Cell Signaling
Donkey anti-rabbit (H + L) Alkaline Phosphatase N/A Immunohistochemistry Abcam

aAntibody used for compensation setup.

ELISA

Enucleated eyes from control and Day 3 post laser treatment were placed in cold PBS with protease inhibitor (ThermoFisher Scientific, #87,786, Waltham, MA) before dissection of optic nerve, extraocular muscles, orbital tissue and conjunctiva. A circumferential incision was made at the limbus to remove cornea, iris, ciliary body and lens. The resulting posterior eye cups containing retina, choroid, vitreous, and sclera were placed in a dry dissecting dish and cut into 4–8 pieces before transfer of solids and residual liquid into a new 1.7 ml microcentrifuge tube. Samples were spun at 1000 × g for 30 s at 4 °C before removal of any clear supernatant. Pelleted samples were resuspended in 100 μl RIPA buffer (Cell Signaling, Danvers, MA) + protease inhibitor for mechanical disruption via disposable plastic mortar (Kimble #749,521–1500, Millville, NJ) and motorized grinding (Fisher Scientific, #12–141-361, Pittsburgh, PA). Homogenized samples were placed on ice for 15 min then centrifuged for 3 min at 14,000 × g at 4 °C. Supernatants were harvested for analysis via endpoint DuoSet ELISA for IL6 (DY406, R&D Systems, Minneapolis, MN) using manufacturer’s instructions. Plates were read (Bio-Rad, Hercules, CA) and standard curves and quantification of samples were conducted using the interpolation function of a 4 parameter logistic curve fit in Prism (Graphpad Software LLC).

Choroidal sprouting assay

Assays were performed as previously described6. Briefly, enucleated eyes from 10–12 week old wildtype male mice were dissected until only a posterior eyecup of sclera, choroid and retinal pigmented epithelium (RPE) remained. Only the peripheral choroid was used for assays. 0.5–1.0 mm choroidal specimens were plated in Growth Factor Reduced Matrigel (#356,231, Corning, Bedford, MA). Depleted (2.5% FBS and 1:200 supplements) EGM2-MV medium (CC-3162, Lonza, Walkersville, MD) was changed every 2 days. Exogenous IL6 (R&D Systems, Minneapolis, MN) in growth media was first added on Day 2. Media with and without IL6 was changed every two days and pictures were taken on Days 4–7. Growth area was measured via Nikon software as previously described6.

Immunofluorescence

Eyes were treated as previously described6,11. Briefly, mice were sacrificed 2 weeks after laser-induced CNV. Enucleated eyes were fixed for 1 h in 1% paraformaldehyde (#15,713-S, Electron Microscopy Sciences, Hatfield, PA) at room temperature. Eyes were washed in Tris-buffered saline (TBS) and dissected to remove conjunctiva, cornea, iris, ciliary body, lens, and retina leaving a posterior eye cup of RPE, choroid, and sclera. Eye cups were blocked in TBS + 5% Donkey serum (S30, Sigma-Aldrich), then treated with an anti-ICAM-2 primary antibody (1:500, Table 1), and Alexa Fluor 488-conjugated anti-rat secondary antibody (Table 1). Pictures were captured on a Ti2 widefield microscope (Nikon, Melville, NY). Area was quantified using Fiji by a reviewer blinded to animal identification.

Flow cytometry of whole eyes

Experiments were performed as previously described13. Briefly, female mice (unlasered control and Day 3 post laser) were sacrificed, and enucleated eyes were placed into HBSS. Animals were not perfused as we previously demonstrated no change in macrophage numbers at steady state or after laser injury with or without systemic perfusion13. Eyes were cleaned of optic nerve, extraocular muscles, orbital tissue, and conjunctiva. Whole mouse eyes including cornea, sclera, iris, ciliary body, lens, vitreous, retina, RPE, and choroid, were minced into small pieces. Eye pieces were further mechanically and chemically digested before passing through a 40 μm filter to obtain a single cell suspension. Cell suspensions were stained for live cells and washed. Cell suspensions were blocked and stained with cell surface antibodies found in Table 1. Both eyes were pooled from one mouse to determine cells per mouse, using counts beads. Samples were run on a modified LSRII (BD Biosciences, San Jose, CA) and analyzed using FlowJo v10. Please see our prior publication for all fluorescence minus one controls13.

Flow cytometry of peripheral blood

Experiments were performed as previously described11 on unlasered control and Day 3 post laser. Briefly, blood from freshly sacrificed animals was obtained via cardiac puncture. Samples were placed in EDTA tubes (Sarstedt, Numbrecht, Germany) to prevent clotting. Cells were blocked and stained by an antibody cocktail (Table 1). Stained cells were fixed and red blood cells were lysed using FACSLyse (BD Biosciences). After washing, samples were resuspended in MACS buffer (Miltenyi Biotec, Auburn, CA) and run on a modified LSRII with subsequent analysis using FlowJo v10.

Bioinformatics

Gene expression data (.tsv files) from human choroidal samples were downloaded from the GEO database (GSE135922). Data was imported into Seurat v317,18. The FindIntegrationAnchors followed by the IntegrateData functions (dims 1:50) were used to integrate the data into one data set and perform batch corrections. The data were rescaled (ScaleData function), and principal component analysis (PCA) was performed (RunPCA, npcs = 50). The Elbow Plot technique was used to identify 19 significant principal components (PCs). Cells were clustered using FindNeighbors (dims = 1:19) followed by FindClusters (resolution = 0.4). The RunUMAP function was used to visualize the cell clusters. Differential expression and cell identification were performed using FindAllMarkers (min.pct = 0.25, logfc.threshold = log2). The FeaturePlot and DotPlot functions were used to visualize gene expression. FindMarkers (min.pct = 0.25, logfc.threshold = log2) was used to generate a list of differentially expressed genes between Mac-C, Mac-D, Mac-E and all other immune cells. Gene ontology (GO) enrichment analysis was performed on up-regulated genes independently using a fold change cut-off = > 2.0, and adjusted p-value < 0.001. GOrilla was used for GO enrichment34,35, using a background of genes expressed only in choroidal leukocytes. GO terms were visualized using ggplot that met a number of genes (b) > 2, enrichment > 5, and false discovery rate (FDR) q-value < 0.05.

Statistical Analysis

Statistical analysis was performed in Prism. IL6 levels and CNV area in Il6 null mice (PBS vs Propranolol) were compared by Student’s unpaired t-test. CNV area in wildtype vs in Il6 null mice were compared by Welch’s t-test due to unequal variances between groups. Choroidal sprouting area analysis was performed using Two-Way ANOVA followed by Dunnett’s multiple comparisons test. Flow cytometry comparisons of macrophage numbers were made using the Brown-Forsythe and Welch ANOVA followed by Dunnett’s T3 multiple comparisons test due to unequal variances between unlasered and lasered mice. IL6R expression in eyes and blood was compared using Two-Way ANOVA followed by Tukey’s multiple comparisons test.

Supplementary Information

Acknowledgements

CMC was supported by a Lupus Research Alliance Novel Research Grant, a Rheumatology Research Foundation Innovative Research Award, and a Northwestern University Dixon Translational Research Grant Initiative Award. HP was supported by NIH grant AR064546, HL134375, AG049665, UH2AR067687, the United States-Israel Binational Science Foundation (2013247), and the Rheumatology Research Foundation (Agmt 05/06/14). HP was also supported by the Mabel Greene Myers Professor of Medicine and generous donations to the Rheumatology Precision Medicine Fund. JAL was supported by NIH grant K08 EY030923 and the Research to Prevent Blindness Sybil B. Harrington Career Development Award for Macular Degeneration. This study was supported by an Unrestricted Departmental Grant from Research to Prevent Blindness. Imaging work was performed at the Northwestern University Center for Advanced Microscopy generously supported by CCSG P30 CA060553 awarded to the Robert H Lurie Comprehensive Cancer Center. RNA Scope and immunohistochemistry services were provided by the Northwestern University Research Histology and Phenotyping Laboratory which is supported by NCI P30-CA060553 awarded to the Robert H Lurie Comprehensive Cancer Center. No funding body had any role in the design of the study, collection, analysis, interpretation of data, or in writing the manuscript.

Author contributions

S.D. designed research studies, conducted experiments, acquired data, and wrote the manuscript. C.M.C. designed research studies, analyzed data and critically reviewed the manuscript. H.R.P. designed research studies, and critically reviewed the manuscript. J.A.L. designed research studies, conducted experiments, acquired data, analyzed data, and wrote the manuscript.

Data availability

The datasets used and analyzed for mouse studies are available from the corresponding author on reasonable request. All human data analyzed during this study are included in this published article and its supplementary information files.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

The online version contains supplementary material available at 10.1038/s41598-021-97522-x.

References

  • 1.Brown DM, et al. Ranibizumab versus verteporfin for neovascular age-related macular degeneration. N Engl J Med. 2006;355:1432–1444. doi: 10.1056/NEJMoa062655. [DOI] [PubMed] [Google Scholar]
  • 2.CATT Research Group et al. Ranibizumab and bevacizumab for neovascular age-related macular degeneration. N Engl J Med364, 1897–1908 (2011). [DOI] [PMC free article] [PubMed]
  • 3.Omri S, et al. Propranolol attenuates proangiogenic activity of mononuclear phagocytes: Implication in choroidal neovascularization. Invest. Ophthalmol. Vis. Sci. 2019;60:4632–4642. doi: 10.1167/iovs.18-25502. [DOI] [PubMed] [Google Scholar]
  • 4.Lavine JA, et al. β2-adrenergic receptor antagonism attenuates CNV through inhibition of VEGF and IL-6 expression. Invest. Ophthalmol. Vis. Sci. 2017;58:299–308. doi: 10.1167/iovs.16-20204. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Lavine JA, Sang Y, Wang S, Ip MS, Sheibani N. Attenuation of choroidal neovascularization by β(2)-adrenoreceptor antagonism. JAMA Ophthalmol. 2013;131:376–382. doi: 10.1001/jamaophthalmol.2013.1476. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Droho S, Cuda CM, Perlman H, Lavine JA. Monocyte-derived macrophages are necessary for beta-adrenergic receptor-driven choroidal neovascularization inhibition. Invest. Ophthalmol. Vis. Sci. 2019;60:5059–5069. doi: 10.1167/iovs.19-28165. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Nourinia R, et al. Ocular safety of intravitreal propranolol and its efficacy in attenuation of choroidal neovascularization. Invest. Ophthalmol. Vis. Sci. 2015;56:8228–8238. doi: 10.1167/iovs.15-17169. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Tan, X. et al. Choroidal Neovascularization Is Inhibited in Splenic-Denervated or Splenectomized Mice with a Concomitant Decrease in Intraocular Macrophage. PLoS ONE11, e0160985 (2016). [DOI] [PMC free article] [PubMed]
  • 9.Hsu, J. et al. Effect of Adjuvant Topical Dorzolamide-Timolol vs Placebo in Neovascular Age-Related Macular Degeneration. JAMA Ophthalmol. 1–7 (2020). 10.1001/jamaophthalmol.2020.0724 [DOI] [PMC free article] [PubMed]
  • 10.Gopinathan G, et al. Interleukin-6 Stimulates Defective Angiogenesis. Can. Res. 2015;75:3098–3107. doi: 10.1158/0008-5472.CAN-15-1227. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Droho, S. et al. Ocular macrophage origin and heterogeneity during steady state and experimental choroidal neovascularization. 1–19 (2020). 10.1186/s12974-020-02010-0 [DOI] [PMC free article] [PubMed]
  • 12.Tsutsumi C. The critical role of ocular-infiltrating macrophages in the development of choroidal neovascularization. J. Leukoc. Biol. 2003;74:25–32. doi: 10.1189/jlb.0902436. [DOI] [PubMed] [Google Scholar]
  • 13.Droho, S., Cuda, C. M. & Lavine, J. A. Digestion of whole mouse eyes for multi-parameter flow cytometric analysis of mononuclear phagocytes. J Vis Exp 1–20 (2020). 10.3791/61348 [DOI] [PMC free article] [PubMed]
  • 14.O’Koren, E. G., Mathew, R. & Saban, D. R. Fate mapping reveals that microglia and recruited monocyte-derived macrophages are definitively distinguishable by phenotype in the retina. Nature Publishing Group 1–12 (2016). doi:10.1038/srep20636 [DOI] [PMC free article] [PubMed]
  • 15.Wolf J, Rose-John S, Garbers C. Interleukin-6 and its receptors: A highly regulated and dynamic system. Cytokine. 2014;70:11–20. doi: 10.1016/j.cyto.2014.05.024. [DOI] [PubMed] [Google Scholar]
  • 16.Voigt AP, et al. Single-cell transcriptomics of the human retinal pigment epithelium and choroid in health and macular degeneration. Proc. Natl. Acad. Sci. USA. 2019;116:24100–24107. doi: 10.1073/pnas.1914143116. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Butler A, Hoffman P, Smibert P, Papalexi E, Satija R. Integrating single-cell transcriptomic data across different conditions, technologies, and species. Nat. Biotechnol. 2018;36:411–420. doi: 10.1038/nbt.4096. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Stuart T, et al. Comprehensive Integration of Single-Cell Data. Cell. 2019;177:1888–1902.e21. doi: 10.1016/j.cell.2019.05.031. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Izumi-Nagai K, et al. Interleukin-6 receptor-mediated activation of signal transducer and activator of transcription-3 (STAT3) promotes choroidal neovascularization. Am. J. Pathol. 2007;170:2149–2158. doi: 10.2353/ajpath.2007.061018. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Carpenter RL, Lo H-W. STAT3 target genes relevant to human cancers. Cancers (Basel) 2014;6:897–925. doi: 10.3390/cancers6020897. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Nakamura R, et al. IL10-driven STAT3 signalling in senescent macrophages promotes pathological eye angiogenesis. Nat. Commun. 2015;6:7847. doi: 10.1038/ncomms8847. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Shi X, et al. Inhibition of TNF-α reduces laser-induced choroidal neovascularization. Exp. Eye Res. 2006;83:1325–1334. doi: 10.1016/j.exer.2006.07.007. [DOI] [PubMed] [Google Scholar]
  • 23.Rosenfeld, P., Brown, D., Heier, J. & Boyer, D. Ranibizumab for neovascular age-related macular degeneration. (N Engl J Med, 2006). [DOI] [PubMed]
  • 24.Cabral, T. et al. Retinal and choroidal angiogenesis: a review of new targets. Int. J. Retina Vitreous. 1–13 (2017). 10.1186/s40942-017-0084-9 [DOI] [PMC free article] [PubMed]
  • 25.Lavalette S, et al. Interleukin-1. Am. J. Pathol. 2011;178:2416–2423. doi: 10.1016/j.ajpath.2011.01.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Li, L., Heiduschka, P., Alex, A. F., Niek mper, D. & Eter, N. Behaviour of CD11b-positive cells in an animal model of laser-induced choroidal neovascularisation. Ophthalmologica237, 29–41 (2017). [DOI] [PubMed]
  • 27.Levy O, et al. Apolipoprotein E promotes subretinal mononuclear phagocyte survival and chronic inflammation in age-related macular degeneration. EMBO Mol. Med. 2014;7:211–226. doi: 10.15252/emmm.201404524. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Lavalette S, et al. CD36 deficiency inhibits retinal inflammation and retinal degeneration in Cx3cr1 knockout mice. Front. Immunol. 2019;10:3032. doi: 10.3389/fimmu.2019.03032. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Chiarella SE, et al. β2-Adrenergic agonists augment air pollution–induced IL-6 release and thrombosis. J. Clin. Invest. 2014;124:2935–2946. doi: 10.1172/JCI75157. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.O'Brien, B. J., Singer, H. A., Adam, A. P. & Ginnan, R. G. CaMKIIδ is upregulated by pro-inflammatory cytokine IL-6 in a JAK/STAT3-dependent manner to promote angiogenesis. FASEB J.35, e21437 (2021). [DOI] [PMC free article] [PubMed]
  • 31.Miao H, Tao Y, Li X-X. Inflammatory cytokines in aqueous humor of patients with choroidal neovascularization. Mol. Vis. 2012;18:574–580. [PMC free article] [PubMed] [Google Scholar]
  • 32.Nahavandipour, A., Krogh Nielsen, M., Sørensen, T. L. & Subhi, Y. Systemic levels of interleukin-6 in patients with age-related macular degeneration: A systematic review and meta-analysis. Acta Ophthalmologica98, 434–444 (2020). [DOI] [PubMed]
  • 33.Sakurai E, Anand A, Ambati BK, van Rooijen N, Ambati J. Macrophage depletion inhibits experimental choroidal neovascularization. Invest. Ophthalmol. Vis. Sci. 2003;44:3578–3585. doi: 10.1167/iovs.03-0097. [DOI] [PubMed] [Google Scholar]
  • 34.Eden E, Navon R, Steinfeld I, Lipson D, Yakhini Z. GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists. BMC Bioinform. 2009;10:25–27. doi: 10.1186/1471-2105-10-48. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Eden E, Lipson D, Yogev S, Yakhini Z. Discovering Motifs in Ranked Lists of DNA Sequences. PLoS Comput. Biol. 2007;3:e39–e15. doi: 10.1371/journal.pcbi.0030039. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

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

Supplementary Materials

Data Availability Statement

The datasets used and analyzed for mouse studies are available from the corresponding author on reasonable request. All human data analyzed during this study are included in this published article and its supplementary information files.


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