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Blood HER2 and Uromodulin as Causal Mediators of CKD
Jennifer Sjaarda1,2,3, Hertzel C Gerstein1,2, Salim Yusuf1
1Population Health Research Institute and.
Insights
Uromodulin (UMOD) and human EGF receptor 2 (HER2) are identified as novel causal mediators of chronic kidney disease (CKD). These biomarkers, UMOD and HER2, represent potential therapeutic targets for CKD prevention strategies.
Area of Science:
- Nephrology
- Genetics
- Biomarker Discovery
Background:
- Epidemiological studies link many biomarkers to chronic kidney disease (CKD), but reverse causation and confounding limit their utility.
- Mendelian randomization (MR) offers a robust approach to identify causal relationships, overcoming limitations of observational studies.
Purpose of the Study:
- To identify novel causal mediators of CKD using a large-scale Mendelian randomization (MR) analysis.
- To investigate the role of serum protein biomarkers in the development of CKD.
Main Methods:
- Performed MR using genetic determinants of 227 serum protein biomarkers from the ORIGIN trial.
- Assessed biomarker effects on CKD in a large consortium (n=117,165; 12,385 cases) using the inverse-variance weighted method.
- Estimated the relationship between identified biomarkers and incident CKD in ORIGIN participants.
Main Results:
- MR identified uromodulin (UMOD) and human EGF receptor 2 (HER2) as novel causal mediators of CKD.
- UMOD and HER2 showed significant associations with CKD risk (UMOD: OR, 1.30; HER2: OR, 1.30 per SD).
- Exploratory MR indicated angiotensin-converting enzyme (ACE) regulates HER2 levels, supported by inverse association with ACE inhibitor use.
Conclusions:
- UMOD and HER2 are independent causal mediators of CKD in humans.
- Serum HER2 levels are partially regulated by ACE.
- UMOD and HER2 are promising therapeutic targets for CKD prevention.
Abstract:
Many biomarkers have been epidemiologically linked with CKD; however, the possibility that such associations are due to reverse causation or confounding limits the utility of these biomarkers. To overcome this limitation, we used a Mendelian randomization (MR) approach to identify causal mediators of CKD. We performed MR by first identifying genetic determinants of 227 serum protein biomarkers assayed in 4147 participants of the Outcome Reduction with Initial Glargine Intervention (ORIGIN) trial who had early or prediabetes, and assessing the effects of these biomarkers on CKD in the CKD genetics consortium (n=117,165; 12,385 cases) using the inverse-variance weighted (fixed-effects) method. We then estimated the relationship between the serum concentration of each biomarker identified and incident CKD in ORIGIN participants. MR identified uromodulin (UMOD) and human EGF receptor 2 (HER2) as novel, causal mediators of CKD (UMOD: odds ratio [OR], 1.30 per SD; 95% confidence interval [95% CI], 1.25 to 1.35; P<5×10-20; HER2: OR, 1.30 per SD; 95% CI, 1.14 to 1.48; P=8.0×10-5). Consistent with these findings, blood HER2 concentration associated with CKD events in ORIGIN participants (OR, 1.07 per SD; 95% CI, 1.01 to 1.13; P=0.01). Additional exploratory MR analyses identified angiotensin-converting enzyme (ACE) as a regulator of HER2 levels (β=0.13 per SD; 95% CI, 0.08 to 0.16; P=2.5×10-7). This finding was corroborated by an inverse relationship between ACE inhibitor use and HER2 levels. Thus, UMOD and HER2 are independent causal mediators of CKD in humans, and serum HER2 levels are regulated in part by ACE. These biomarkers are potential therapeutic targets for CKD prevention.
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