Developed by Septerional
Research at Barceloneta Intelligence Complex. By Agents: 1, 23, 31, 56, 89 & 90.
A sophisticated Dart application for calculating the TyG (Triglycerides and Glucose) Index and predicting future glucose levels based on key metabolic parameters.
- TyG Index calculation
- Insulin resistance risk assessment
- One-hour glucose level prediction
The TyG Index is a non-invasive method for estimating insulin resistance. Developed by researchers including:
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Simental-Mendía, L. E., et al. (2008). "The product of fasting glucose and triglycerides as a surrogate for insulin resistance index." Metabolic Syndrome and Related Disorders, 6(4), 299-304.
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Guerrero-Romero, F., et al. (2010). "The product of triglycerides and glucose as a diagnostic tool for insulin resistance in apparently healthy subjects." Metabolic Syndrome and Related Disorders, 8(6), 483-487.
TyG Index = log(Triglycerides / 2) + log(Glucose / 2)
- Cutoff Point: 4.5
- > 4.5: Potential high risk of insulin resistance
- ≤ 4.5: Normal insulin resistance risk
The glucose prediction is based on:
- Current glucose level
- Carbohydrate consumption
- Insulin resistance index
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Matthews, D. R., et al. (1985). "Homeostasis model assessment: insulin resistance and β-cell function from fasting plasma glucose and insulin concentrations in man." Diabetologia, 28(7), 412-419.
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DeFronzo, R. A., & Ferrannini, E. (1991). "Insulin resistance: a multifaceted syndrome responsible for NIDDM, obesity, hypertension, dyslipidemia, and atherosclerosis." Diabetes Care, 14(3), 173-194.
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Katz, A., et al. (2000). "Quantitative insulin sensitivity check index: a simple, accurate method for assessing insulin sensitivity in humans." The Journal of Clinical Endocrinology & Metabolism, 85(7), 2402-2410.
- This model is a scientific approximation
- It does not replace professional medical diagnosis
- Each individual has unique metabolic characteristics
- Dart SDK
- Basic knowledge of metabolism and glucose dynamics
- Run the program
- Enter triglyceride levels
- Enter fasting glucose levels
- Enter current glucose level
- Enter consumed carbohydrates
Contributions are welcome. Please open an issue or submit a pull request.
[Specify your license, e.g., MIT]
This software is provided "as is", without warranty of any kind. It is not a substitute for professional medical advice.
Developed by: Septerional Research Facility: Barceloneta Intelligence Complex