Serum protein profile study of myocardial infarction using a LED induced fluorescence based HPLC system
Reena V John1, Tom Devasia2, Sphurti S Adigal1
1Centre of Excellence for Biophotonics, Department of Atomic and Molecular Physics, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
Insights
A novel high-performance liquid chromatography system with UV-light emitting diode detection aids in diagnosing myocardial infarction (MI). This method effectively differentiates between normal, pre-medication, and post-medication MI patient serum samples.
Area of Science:
- Biochemistry
- Analytical Chemistry
- Medical Diagnostics
Background:
- Cardiovascular diseases (CVDs) are leading causes of mortality and morbidity worldwide.
- Delayed diagnosis of CVDs, such as myocardial infarction (MI), negatively impacts patient health outcomes.
- Accurate and timely diagnosis is crucial for effective MI management and treatment.
Purpose of the Study:
- To develop and validate an in-house assembled UV-light emitting diode (LED) based fluorescence detector for high-performance liquid chromatography (HPLC) (HPLC-LED-IF) system.
- To assess the system's capability in discriminating between serum protein profiles of normal individuals, pre-medication MI patients, and post-medication MI patients.
- To evaluate the diagnostic reliability of the HPLC-LED-IF method for MI detection.
Main Methods:
- An in-house HPLC-LED-IF system was utilized to analyze serum chromatograms from three distinct sample groups: normal, pre-medication MI (B-MI), and post-medication MI (A-MI).
- System sensitivity and performance were validated using commercial serum proteins.
- Statistical analyses, including descriptive statistics, principal component analysis (PCA), and Match/No Match tests, were employed for sample group differentiation.
Main Results:
- The HPLC-LED-IF system demonstrated the ability to record distinct serum chromatograms for the three patient categories.
- Statistical analysis revealed significant variations in protein profiles, enabling fairly good discrimination among the normal, B-MI, and A-MI groups.
- Receiver operating characteristic (ROC) curve analysis confirmed the reliability of the developed method for diagnosing MI.
Conclusions:
- The developed HPLC-LED-IF system offers a reliable method for differentiating serum protein profiles in myocardial infarction patients.
- This technique shows promise for aiding in the early and accurate diagnosis of MI.
- The study highlights the potential of advanced analytical techniques in improving cardiovascular disease diagnostics.
Abstract:
Cardiovascular diseases (CVDs) are the major health conditions for high mortality and morbidity in humans. Delay in the diagnosis of CVDs effect patients long and short-term health condition. In -house assembled UV-light emitting diode (LED) based fluorescence detector for high -performance liquid chromatography (HPLC) (HPLC-LED-IF) system is used to record serum chromatograms of three categories of samples namely, before medicated- myocardial infarction (B-MI), after medicated- MI (A-MI), and normal. The sensitivity and performance of HPLC-LED-IF system is estimated using commercial serum proteins. Statistical analysis tools like, descriptive statistics, principal component analysis (PCA), and Match/ No Match test were applied to visualize the variation in three groups of samples. Statistical analysis of the protein profile data showed fairly good discrimination among the three categories. The receiver operating characteristic (ROC) curve also supported the reliability of the method to diagnose MI.
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