Effects of food combinations and stress on blood sugar dynamics
The increasing prevalence of Diabetes Mellitus (DM), globally and locally, prompts the look for interventions. Diet and stress are main factors for blood glucose level (BGL) spikes. Our gut health, which exhibits some form of relationship with our BGLs, is also affected by these factors. Hence, this...
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sg-ntu-dr.10356-1629872023-02-28T18:08:53Z Effects of food combinations and stress on blood sugar dynamics Chee, Samantha Suhui Konstantin Pervushin School of Biological Sciences KPervushin@ntu.edu.sg Science::Biological sciences::Biochemistry The increasing prevalence of Diabetes Mellitus (DM), globally and locally, prompts the look for interventions. Diet and stress are main factors for blood glucose level (BGL) spikes. Our gut health, which exhibits some form of relationship with our BGLs, is also affected by these factors. Hence, this project aims to empower individuals in making better lifestyle decisions related to their BGLs, food composition, stress, and gut microbiota. BGLs, heart rate (HR) and stress data were collected and processed from the author of this thesis. Food intake was quantified using an Artificial Intelligent (AI) system. It was found that while carbohydrates remain the biggest contributor to poor glycemic control, this can be countered with higher protein intake, with a higher protein-to-fats (P/F) ratio adopted. Smaller, more frequent meals may also help in controlling BGLs. Increasing both dietary fiber and sodium intake may also keep BGLs low, with dietary fiber-to-sodium (DF/S) ratio kept higher. Trans-fats intake should be minimal. Stress was found to cause larger and secondary BGL spikes. Lastly, with an animal-based diet, chicken or beef may be the more ideal protein sources for overall gut health. In conclusion, with an AI-based model, BGLs outcomes can be predicted and better managed. Bachelor of Science in Biological Sciences 2022-11-14T08:35:45Z 2022-11-14T08:35:45Z 2022 Final Year Project (FYP) Chee, S. S. (2022). Effects of food combinations and stress on blood sugar dynamics. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/162987 https://hdl.handle.net/10356/162987 en application/pdf Nanyang Technological University |
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Science::Biological sciences::Biochemistry Chee, Samantha Suhui Effects of food combinations and stress on blood sugar dynamics |
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The increasing prevalence of Diabetes Mellitus (DM), globally and locally, prompts the look for interventions. Diet and stress are main factors for blood glucose level (BGL) spikes. Our gut health, which exhibits some form of relationship with our BGLs, is also affected by these factors. Hence, this project aims to empower individuals in making better lifestyle decisions related to their BGLs, food composition, stress, and gut microbiota. BGLs, heart rate (HR) and stress data were collected and processed from the author of this thesis. Food intake was quantified using an Artificial Intelligent (AI) system. It was found that while carbohydrates remain the biggest contributor to poor glycemic control, this can be countered with higher protein intake, with a higher protein-to-fats (P/F) ratio adopted. Smaller, more frequent meals may also help in controlling BGLs. Increasing both dietary fiber and sodium intake may also keep BGLs low, with dietary fiber-to-sodium (DF/S) ratio kept higher. Trans-fats intake should be minimal. Stress was found to cause larger and secondary BGL spikes. Lastly, with an animal-based diet, chicken or beef may be the more ideal protein sources for overall gut health. In conclusion, with an AI-based model, BGLs outcomes can be predicted and better managed. |
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Konstantin Pervushin |
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Konstantin Pervushin Chee, Samantha Suhui |
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Final Year Project |
author |
Chee, Samantha Suhui |
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Chee, Samantha Suhui |
title |
Effects of food combinations and stress on blood sugar dynamics |
title_short |
Effects of food combinations and stress on blood sugar dynamics |
title_full |
Effects of food combinations and stress on blood sugar dynamics |
title_fullStr |
Effects of food combinations and stress on blood sugar dynamics |
title_full_unstemmed |
Effects of food combinations and stress on blood sugar dynamics |
title_sort |
effects of food combinations and stress on blood sugar dynamics |
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Nanyang Technological University |
publishDate |
2022 |
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https://hdl.handle.net/10356/162987 |
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