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Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health
The drug-food interaction brings forth changes in the clinical effects of drugs. While favourable interactions bring positive clinical outcomes, unfavourable interactions may lead to toxicity. This article reviews the impact of food intake on drug-food interactions, the clinical effects of drugs, an...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bentham Science Publishers
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258917/ https://www.ncbi.nlm.nih.gov/pubmed/36173075 http://dx.doi.org/10.2174/2212798412666220620104809 |
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author | Roy, Romy Marakkar, Shamsudheen Vayalil, Munawar Peringadi Shahanaz, Alisha Anil, Athira Panicker Kunnathpeedikayil, Shameer Rawal, Ishaan Shetty, Kavya Shameer, Zahrah Sathees, Saraswathi Prasannakumar, Adarsh Pooradan Mathew, Oommen Kaleeckal Subramanian, Lakshminarayanan Shameer, Khader Yadav, Kamlesh K. |
author_facet | Roy, Romy Marakkar, Shamsudheen Vayalil, Munawar Peringadi Shahanaz, Alisha Anil, Athira Panicker Kunnathpeedikayil, Shameer Rawal, Ishaan Shetty, Kavya Shameer, Zahrah Sathees, Saraswathi Prasannakumar, Adarsh Pooradan Mathew, Oommen Kaleeckal Subramanian, Lakshminarayanan Shameer, Khader Yadav, Kamlesh K. |
author_sort | Roy, Romy |
collection | PubMed |
description | The drug-food interaction brings forth changes in the clinical effects of drugs. While favourable interactions bring positive clinical outcomes, unfavourable interactions may lead to toxicity. This article reviews the impact of food intake on drug-food interactions, the clinical effects of drugs, and the effect of drug-food in correlation with diet and precision medicine. Emerging areas in drug-food interactions are the food-genome interface (nutrigenomics) and nutrigenetics. Understanding the molecular basis of food ingredients, including genomic sequencing and pharmacological implications of food molecules, helps to reduce the impact of drug-food interactions. Various strategies are being leveraged to alleviate drug-food interactions; measures including patient engagement, digital health, approaches involving machine intelligence, and big data are a few of them. Furthermore, delineating the molecular communications across diet-microbiome-drug-food-drug interactions in a pharmacomicrobiome framework may also play a vital role in personalized nutrition. Determining nutrient-gene interactions aids in making nutrition deeply personalized and helps mitigate unwanted drug-food interactions, chronic diseases, and adverse events from their onset. Translational bioinformatics approaches could play an essential role in the next generation of drug-food interaction research. In this landscape review, we discuss important tools, databases, and approaches along with key challenges and opportunities in drug-food interaction and its immediate impact on precision medicine. |
format | Online Article Text |
id | pubmed-10258917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Bentham Science Publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-102589172023-06-13 Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health Roy, Romy Marakkar, Shamsudheen Vayalil, Munawar Peringadi Shahanaz, Alisha Anil, Athira Panicker Kunnathpeedikayil, Shameer Rawal, Ishaan Shetty, Kavya Shameer, Zahrah Sathees, Saraswathi Prasannakumar, Adarsh Pooradan Mathew, Oommen Kaleeckal Subramanian, Lakshminarayanan Shameer, Khader Yadav, Kamlesh K. Recent Adv Food Nutr Agric Food Science and Nutrition The drug-food interaction brings forth changes in the clinical effects of drugs. While favourable interactions bring positive clinical outcomes, unfavourable interactions may lead to toxicity. This article reviews the impact of food intake on drug-food interactions, the clinical effects of drugs, and the effect of drug-food in correlation with diet and precision medicine. Emerging areas in drug-food interactions are the food-genome interface (nutrigenomics) and nutrigenetics. Understanding the molecular basis of food ingredients, including genomic sequencing and pharmacological implications of food molecules, helps to reduce the impact of drug-food interactions. Various strategies are being leveraged to alleviate drug-food interactions; measures including patient engagement, digital health, approaches involving machine intelligence, and big data are a few of them. Furthermore, delineating the molecular communications across diet-microbiome-drug-food-drug interactions in a pharmacomicrobiome framework may also play a vital role in personalized nutrition. Determining nutrient-gene interactions aids in making nutrition deeply personalized and helps mitigate unwanted drug-food interactions, chronic diseases, and adverse events from their onset. Translational bioinformatics approaches could play an essential role in the next generation of drug-food interaction research. In this landscape review, we discuss important tools, databases, and approaches along with key challenges and opportunities in drug-food interaction and its immediate impact on precision medicine. Bentham Science Publishers 2022-01-17 2022-01-17 /pmc/articles/PMC10258917/ /pubmed/36173075 http://dx.doi.org/10.2174/2212798412666220620104809 Text en © 2022 Bentham Science Publishers https://creativecommons.org/licenses/by/4.0/© 2023 The Author(s). Published by Bentham Science Publisher. This is an open access article published under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/legalcode) |
spellingShingle | Food Science and Nutrition Roy, Romy Marakkar, Shamsudheen Vayalil, Munawar Peringadi Shahanaz, Alisha Anil, Athira Panicker Kunnathpeedikayil, Shameer Rawal, Ishaan Shetty, Kavya Shameer, Zahrah Sathees, Saraswathi Prasannakumar, Adarsh Pooradan Mathew, Oommen Kaleeckal Subramanian, Lakshminarayanan Shameer, Khader Yadav, Kamlesh K. Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health |
title | Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health |
title_full | Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health |
title_fullStr | Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health |
title_full_unstemmed | Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health |
title_short | Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health |
title_sort | drug-food interactions in the era of molecular big data, machine intelligence, and personalized health |
topic | Food Science and Nutrition |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258917/ https://www.ncbi.nlm.nih.gov/pubmed/36173075 http://dx.doi.org/10.2174/2212798412666220620104809 |
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