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Published on: October 2, 2020
Roles of triglyceride and phosphate in atherosclerosis of diabetic hemodialysis patients
Mohammad Rezapour1, Elnaz Payani2, Masoumeh Taran3
1Department of Information Technology Management, Science and Research Branch, Islamic Azad University, Tehran, Iran.
Insights
Diabetic patients on hemodialysis (HD) with higher triglyceride (TG) and phosphorus levels showed less forearm artery calcification. This suggests a potential protective role for these factors against atherosclerosis in this population.
Area of Science:
- Nephrology
- Cardiology
- Medical Data Mining
Background:
- End-Stage Renal Disease (ESRD) patients on hemodialysis (HD) face significant vascular access (VA) complications.
- Atherosclerosis is a major cause of premature death, necessitating identification of its risk factors, especially in ESRD patients.
- Understanding atherosclerosis risk factors in diabetic ESRD patients is crucial for timely intervention.
Purpose of the Study:
- To identify risk factors for atherosclerosis in diabetic ESRD patients undergoing hemodialysis.
- To investigate the relationship between plasma triglyceride (TG) and phosphorus levels and arterial calcification in this cohort.
Main Methods:
- Analysis of data from 174 ESRD patients candidates for Arterio Venous Fistula (AVF) creation.
- Utilized X-ray imaging to assess arterial calcification.
- Applied C 4.5 data mining algorithm and Pearson correlation to identify risk factors and their associations.
Main Results:
- Diabetic ESRD patients exhibited significantly higher forearm arterial calcification compared to non-diabetic patients (p<0.001).
- Higher plasma levels of Triglyceride (TG) and Phosphorus were inversely associated with atherosclerotic involvement of radial and ulnar arteries.
- Lower prevalence of radial and ulnar artery calcification was observed in patients with elevated TG and phosphorus levels.
Conclusions:
- This study highlights an inverse relationship between plasma TG and phosphorus levels and atherosclerosis in diabetic HD patients.
- Contrary to some findings, elevated TG levels showed a potentially protective effect against radial and ulnar artery calcification in this specific population.
- Further research is warranted to elucidate the complex role of TG and phosphorus in atherosclerosis development among diabetic ESRD patients on HD.
Abstract:
Background: A growing number of patients with End-Stage Renal Disease (ESRD) are undergoing long-term hemodialysis (HD). HD needs a vascular access (VA) and complications of VA account for a sizable proportion of its costs. One of the important cardiovascular diseases (CVD) is atherosclerosis, which is a major cause of premature deaths in the world. So, it is essential to find the risk factors to treat them before they cause an obvious CVD. Methods: We analyzed data from 174 ESRD patients who were candidate for Arterio Venous Fistula (AVF) creation from April 2008 to March 2009 in Hasheminejad Kidney Center by convenient sampling. X-ray images were used and C 4.5 algorithm of data mining techniques revealed the roles of two risk factors for atherosclerosis of diabetic ESRD patients. Pearson coefficient was also used to measure the correlation between the parameters. Results: Diabetic patients had significantly more calcified arteries in their forearm X-ray than other patients (p<0.001). Occurrence of atherosclerotic CVD in diabetic HD patients has an adverse relation compared with the controlled levels of their plasma levels of Triglyceride (TG) and Phosphorus. We found an inverse effect of TG and phosphorus plasma levels on the atherosclerotic involvement of radial and ulnar arteries in diabetic HD patients. We observed that the prevalence of radial and ulnar arteries calcification in these patients is lower when they have higher plasma levels of TG and phosphorous. Conclusion: This study investigates the role of high plasma levels of TG and phosphorous in the development of atherosclerosis in diabetic HD patients. Although many studies showed that hypertriglyceridemia plays a promoting role in the development of CVD, our study also found an inverse effect of plasma levels of TG on the atherosclerotic involvement of radial and ulnar arteries in diabetic patients, and therefore our results support this suspicion that hypertriglyceridemia plays a significant role in developing atherosclerosis.
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