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Updated: Jan 25, 2026

Detection of Functional Matrix Metalloproteinases by Zymography
Published on: November 8, 2010
Causal relationship between matrix metalloproteinases and diabetic retinopathy: A bidirectional two-sample Mendelian
Xu Qiu1,2, Fangwen Yang3, Zongyan Song2
1Department of Ophthalmology, Guizhou Medical University, Guiyang, China.
Abstract:
Matrix metalloproteinases (MMPs) have been increasingly recognized as potential contributors or mediators in the pathogenesis of diabetic retinopathy (DR). Nevertheless, the relationships among MMPs and the risk of DR have not been definitively elucidated and still require further investigation. The bidirectional two-sample Mendelian randomization (MR) analyses were implemented to evaluate the causal effect of MMPs (specifically, MMP-1, MMP-2, MMP-3, MMP-7, MMP-8, MMP-9, MMP-10, MMP-12, MMP-13, MMP-14, MMP-16, and MMP-17) on DR. The inverse variance weighted (IVW) served as the primary MR method, accompanied by sensitivity analyses to verify the result stability. In the forward MR analyses, genetically predicted MMP-7 was associated with an increased risk of DR (IVW: odds ratio = 1.15; 95% confidence interval: 1.05-1.25; P = 2.759 × 10⁻³]. In contrast, higher MMP-8 were robustly associated with a reduced risk of DR (IVW: odds ratio = 0.86; 95% confidence interval: 0.82-0.91; P = 5.506 × 10⁻⁸). No significant causal associations were observed between DR and the remaining MMPs. Sensitivity analyses revealed that the causal estimate for MMP-7 was sensitive to the threshold used for instrumental variables, whereas the association for MMP-8 was largely driven by 1 single nucleotide polymorphism (rs12614). In the reverse MR analyses, no significant causal effects of DR on any of the MMPs were detected after correction for multiple testing. This study provides preliminary and exploratory evidence supporting a causal association between MMPs and DR risk in European population. Specifically, MMP-7 may be associated with an increased risk of DR, while MMP-8 may be protective against DR. These findings suggest distinct pathophysiological roles for specific MMPs in DR development. However, given the exploratory nature of the analysis, further validation in mechanistic and longitudinal studies is warranted. not applicable.
Insights
Matrix metalloproteinases (MMPs) play a role in diabetic retinopathy (DR). MMP-7 may increase DR risk, while MMP-8 appears protective, suggesting distinct roles in DR pathogenesis.
Area of Science:
- Ophthalmology
- Genetics
- Biochemistry
Background:
- Matrix metalloproteinases (MMPs) are implicated in diabetic retinopathy (DR) pathogenesis.
- The precise causal links between specific MMPs and DR risk remain unclear.
- Further investigation is needed to elucidate the role of MMPs in DR development.
Purpose of the Study:
- To investigate the potential causal effects of various MMPs on the risk of developing diabetic retinopathy (DR).
- To explore the bidirectional relationship between MMPs and DR using Mendelian randomization.
- To identify specific MMPs that may influence DR risk or progression.
Main Methods:
- Bidirectional two-sample Mendelian randomization (MR) analyses were employed.
- Inverse variance weighted (IVW) method was the primary analytical approach.
- Sensitivity analyses were conducted to ensure the robustness of the findings.
Main Results:
- Genetically predicted MMP-7 levels were associated with an increased risk of DR (OR=1.15).
- Genetically predicted MMP-8 levels were robustly associated with a reduced risk of DR (OR=0.86).
- No significant causal associations were found for other MMPs or in the reverse MR analysis.
Conclusions:
- MMP-7 may contribute to an increased risk of DR.
- MMP-8 may exert a protective effect against DR.
- These findings suggest specific MMPs have distinct roles in DR pathophysiology, warranting further mechanistic studies.
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