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Research article
Causal association pathways between fetuin-A and kidney function: A mediation Analysis
Pawin Numthavaj
Mahidol University Faculty of Medicine Ramathibodi Hospital
Corresponding Author
ORCiD: https://orcid.org/0000-0002-1369-2945
License:
This work is licensed under a CC BY 4.0 License. Read Full License
Background
Body mass index (BMI), uric acid (UA) diabetes mellitus (DM) and hypertension (HT) are known risk factors of declined kidney function, and are associated with fetuin-A. However, the causal pathways of these associations are unclear. We therefore used cohort data to explore possible causal pathways of fetuin-A and kidney function.
Methodology
We used data of the Electricity Generating Authority of Thailand cohort 2009 (n= 2305). A causal pathway was constructed, which considered fetuin-A as study factor, BMI, UA, DM, and HT as mediators, and eGFR as the outcome. A generalized-structural equation model (GSEM) with 1000-replication bootstrapping was applied to assess the causal effects adjusting for covariates.
Results
The fetuin-A → eGFR pathway showed a direct association of fetuin-A on eGFR with the coefficient of -0.0072 (95% CI: -0.0119, -0.0025). In addition, the indirect effects of fetuin-A→ BMI → eGFR was also significant with the coefficient of 0.00086 (0.00025, 0.0016; implying that every one unit of BMI increased, resulting from increasing fetuin-A, would significantly increase eGFR 0.00086 (0.00025, 0.0016) mL/min/1.73m2. There was a negative effect of fetuin-A on eGFR through BMI and UA pathway (Fetuin-A→BMI→UA→eGFR ) as well as the HT pathway (Fetuin-A→BMI→HT→eGFR ) with average casual mediation effects (ACME) of -0.00132 (-0.00177, -0.00092) and -0.00139 (-0.00237, -0.00069). Fetuin-AàDMàHTàeGFR was also statistically significant with the ACME of -0.00223 (-0.00535, -0.00066).
Conclusion
Our study has shed some light on the possible role of fetuin-A in the etiology of declining renal function through the mediatory roles of BMI, UA, DM and HT in the various complex causal pathways leading to declining kidney function in our study cohort. Further studies are however recommended to examine the pathomechanisms involved in the mediational processes of these studied risk factors in the etiology of declining kidney function.
Keywords
Fetuin-A, eGFR, mediation, causal effect, CKD
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This is a preprint. It has not completed peer review.
Research article
Causal association pathways between fetuin-A and kidney function: A mediation Analysis
Pawin Numthavaj
Mahidol University Faculty of Medicine Ramathibodi Hospital
Corresponding Author
ORCiD: https://orcid.org/0000-0002-1369-2945
Badges
Prescreen
This manuscript passed our Prescreen assessment
Complete author information
Appropriate declaration statements
Potential risks to human health
Prescreen
History
CURRENT STATUS: Posted
Version 1
Posted 20 May, 2020
No community comments so far
Metrics
Comments: 0
PDF Downloads: ...
HTML Views: ...
Subject Areas
Urology & Nephrology
License:
This work is licensed under a CC BY 4.0 License. Read Full License
Background
Body mass index (BMI), uric acid (UA) diabetes mellitus (DM) and hypertension (HT) are known risk factors of declined kidney function, and are associated with fetuin-A. However, the causal pathways of these associations are unclear. We therefore used cohort data to explore possible causal pathways of fetuin-A and kidney function.
Methodology
We used data of the Electricity Generating Authority of Thailand cohort 2009 (n= 2305). A causal pathway was constructed, which considered fetuin-A as study factor, BMI, UA, DM, and HT as mediators, and eGFR as the outcome. A generalized-structural equation model (GSEM) with 1000-replication bootstrapping was applied to assess the causal effects adjusting for covariates.
Results
The fetuin-A → eGFR pathway showed a direct association of fetuin-A on eGFR with the coefficient of -0.0072 (95% CI: -0.0119, -0.0025). In addition, the indirect effects of fetuin-A→ BMI → eGFR was also significant with the coefficient of 0.00086 (0.00025, 0.0016; implying that every one unit of BMI increased, resulting from increasing fetuin-A, would significantly increase eGFR 0.00086 (0.00025, 0.0016) mL/min/1.73m2. There was a negative effect of fetuin-A on eGFR through BMI and UA pathway (Fetuin-A→BMI→UA→eGFR ) as well as the HT pathway (Fetuin-A→BMI→HT→eGFR ) with average casual mediation effects (ACME) of -0.00132 (-0.00177, -0.00092) and -0.00139 (-0.00237, -0.00069). Fetuin-AàDMàHTàeGFR was also statistically significant with the ACME of -0.00223 (-0.00535, -0.00066).
Conclusion
Our study has shed some light on the possible role of fetuin-A in the etiology of declining renal function through the mediatory roles of BMI, UA, DM and HT in the various complex causal pathways leading to declining kidney function in our study cohort. Further studies are however recommended to examine the pathomechanisms involved in the mediational processes of these studied risk factors in the etiology of declining kidney function.
Figure 1