| Literature DB >> 32155173 |
Yusuke Arai1, Hidenori Takahashi1,2,3, Satoru Inoda1, Xue Tan2,3, Shinichi Sakamoto1, Yuji Inoue1,2, Yujiro Fujino3, Hidetoshi Kawashima1, Yasuo Yanagi4,5,6.
Abstract
We aimed to construct a better model for predicting treatment outcomes of anti-vascular endothelial growth factor therapy for neovascular age-related macular degeneration (nAMD) using the concentrations of aqueous humour proteins at baseline and during treatment. From the data of 48 treatment-naïve nAMD eyes that received intravitreal ranibizumab pro re nata for up to 12 months, we used the aqueous humour concentrations of C-X-C motif chemokine ligand 1 (CXCL1), CXCL12, CXCL13, interferon-γ-induced protein 10, monocyte chemoattractant protein 1 (MCP-1), C-C motif chemokine ligand 11, interleukin 6 (IL-6), IL-10, and matrix metalloproteinase 9 (MMP-9). After stepwise regression, multivariate analysis was performed to identify which predictors were significantly associated with best-corrected visual acuity (BCVA) changes and the number of injections. The results demonstrated that besides male sex (β coefficient = -0.088, P = 0.040) and central retinal thickness (β coefficient = 0.00051 per μm, P = 0.027), MCP-1 (β coefficient = 0.44, P < 0.001) and IL-10 (β coefficient = -0.16, P = 0.033) were significantly correlated with baseline BCVA. Additionally, high MCP-1 at baseline (β coefficient = -0.20, P = 0.015) and low CXCL13 at baseline (β coefficient = 0.10, P = 0.0054) were independently associated with better BCVA change at 12 months. High MMP-9 at the first injection (β coefficient = 0.56, P = 0.01), CXCL12 at the third injection (β coefficient = 0.10, P = 0.0002), and IL-10 at the third injection (β coefficient = 1.3, P = 0.001) were predictor variables associated with the increased number of injections. In conclusion, aqueous humour protein concentrations may have predictive abilities of BCVA change over 12 months and the number of injections in pro re nata treatment of exudative nAMD.Entities:
Year: 2020 PMID: 32155173 PMCID: PMC7064238 DOI: 10.1371/journal.pone.0229342
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Best-corrected visual acuity (BCVA) and central retinal thickness (CRT) over 1 year of treatment in neovascular age-related macular degeneration (nAMD).
Forty-eight eyes with nAMD received 3 monthly intravitreal injections of ranibizumab followed by pro re nata intravitreal injections of ranibizumab. a: Last mean BCVA (0.29) was better than initial mean BCVA (0.41) (paired t test. P = 0.0028). b: Last mean CRT (300 μm) was better than initial mean CRT (480 μm) (paired t test. P < 0.0001).
Factors associated with baseline visual acuity.
| BCVA (logMAR) | ||
|---|---|---|
| Univariate | Multivariate | |
| Age (years) | −0.070 (0.71) | |
| Sex (male) | −0.20 (0.058) | − |
| BCVA (logMAR) | ||
| Disease type (PCV) | 0.028 (0.79) | |
| Duration of disease (months) | −0.043 (0.82) | |
| GLD (μm) | 0.25 (0.19) | |
| PVD (+) | 0.024 (0.82) | |
| Axial length (mm) | −0.063 (0.74) | |
| CRT (μm) | ||
| CCT (μm) | 0.15 (0.42) | 0.00083 (−0.00016 to 0.00181, 0.11) |
| VEGF (pg/mL) | 0.13(0.50) | |
| CXCL1 (pg/mL) | 0.14 (0.46) | |
| IP-10 (pg/mL) | ||
| CXCL12 (pg/mL) | 0.20 (0.30) | |
| CXCL13 (pg/mL) | 0.27 (0.16) | |
| MCP-1 (pg/mL) | ||
| CCL11 (pg/mL) | 0.18 (0.35) | |
| IL-6 (pg/mL) | ||
| IL-10 (pg/mL) | −0.13 (0.50) | − |
| MMP-9 (pg/mL) | 0.044 (0.82) | |
| R2 | 0.49 | |
Univariate: Pearson’s correlation (for continuous variables) and Spearman’s rho (for categorical variables). R (P value).
Multivariate analysis was performed after stepwise variable selection (BIC, forward method). β Coefficient (95% confidence interval, P value).
*P < 0.05.
BCVA: best-corrected visual acuity; CCL11: C-C motif chemokine ligand 11; CCT: central choroidal thickness; CRT: central retinal thickness; CXCL1: C-X-C motif chemokine ligand 1; CXCL12: C-X-C motif chemokine ligand 12; CXCL13: C-X-C motif chemokine ligand 13; GLD: greatest linear dimension; IL-6: interleukin 6; IL-10: interleukin 10; IP-10: interferon-γ-induced protein 10; MCP-1: monocyte chemoattractant protein 1; MMP-9: matrix metalloproteinase 9; PCV: polypoidal choroidal vasculopathy; PVD: posterior vitreous detachment; VEGF: anti-vascular endothelial growth factor.
Factors associated with best-corrected visual acuity change at 12 months.
| BCVA (logMAR) | ||
|---|---|---|
| Univariate | Multivariate | |
| Age (years) | −0.13 (0.49) | |
| Sex (male) | 0.14 (0.10) | |
| BCVA (logMAR) | −0.31 (0.031) | |
| BCVA change at 2 months (logMAR) | 0.67 (<0.0001) | |
| Disease type (PCV) | −0.088 (0.30) | - |
| Duration of disease (months) | −0.017 (0.93) | |
| GLD (μm) | 0.28 (0.14) | |
| PVD (+) | −0.11 (0.20) | |
| Axial length (mm) | −0.14 (0.48) | |
| CRT (μm) | 0.040 (0.84) | |
| CRT change at 2 months (μm) | 0.34 (<0.019) | |
| CCT (μm) | 0.18 (0.36) | |
| CCT change at 2 months (μm) | −0.13 (0.36) | |
| VEGF (pg/mL) | −0.18 (0.36) | |
| CXCL1 (pg/mL) | −0.25 (0.18) | |
| CXCL12 (pg/mL) | −0.15 (0.43) | |
| CXCL13 (pg/mL) | −0.018 (0.93) | |
| IP-10 (pg/mL) | −0.048 (0.80) | |
| MCP-1 (pg/mL) | −0.29 (0.042) | − |
| CCL11 (pg/mL) | −0.14 (0.45) | |
| IL-6 (pg/mL) | −0.11 (0.58) | |
| IL-10 (pg/mL) | 0.12 (0.53) | |
| MMP-9 (pg/mL) | −0.024 (0.90) | |
| R2 | 0.69 | |
Univariate analysis: Pearson’s correlation (for continuous variables) and Spearman’s rho (for categorical variables). R (P value).
Multivariate analysis was performed after stepwise variable selection (BIC, forward method). β Coefficient (95% confidence interval, P value).
*P < 0.05.
BCVA: best-corrected visual acuity; CCL11: C-C motif chemokine ligand 11; CCT: central choroidal thickness; CRT: central retinal thickness; CXCL1: C-X-C motif chemokine ligand 1; CXCL12: C-X-C motif chemokine ligand 12; CXCL13: C-X-C motif chemokine ligand 13; GLD: greatest linear dimension; IL-6: interleukin 6; IL-10: interleukin 10; IP-10: interferon-γ-induced protein 10; MCP-1: monocyte chemoattractant protein 1; MMP-9: matrix metalloproteinase 9; PCV: polypoidal choroidal vasculopathy; PVD: posterior vitreous detachment; VEGF: anti-vascular endothelial growth factor.
Fig 2Correlation between the number of injections and cytokine concentrations.
a: CXCL1, b: IP-10, d: CXCL13, e: MCP-1, f: CCL11, g: IL-6, and j: VEGF concentrations did not significantly correlate with the number of injections. c: CXCL12 concentration at the third injection was correlated with the number of injections in univariate analysis (P = 0.0045) and predicted the number of injections in multivariate analysis (P = 0.0002). h: IL-10 concentration at the third injection was a predictor variable that was positively associated the number of injections in multivariate analysis (P = 0.001). i: MMP-9 concentration at the first injection predicted the number of injections in multivariate analysis (P = 0.01).