PharmacoMicrobiomics or how bugs modulate drugs: an educational initiative to explore the effects of human microbiome on drugs

Pharmacogenomics investigates how variations within the human genome affect the action and disposition of drugs as well as drug tolerance [1]. Yet, variations within the human genome do not fully account for the tremendous phenotypic variations observed between individuals. Human-associated microbes, which exceed the human cells in number, significantly contribute to the effective human gene pool, and their combined genomes (known as the human microbiome) have not gained attention until recently. The Human Microbiome Project was launched in 2007 to catalogue the tremendous diversity of cultured and uncultured human-associated microbial communities residing in different human tissues, and to study the effect of microbial genes and genomes on human health and disease [2, 3]. However, the effect of these microbes on drugs remains largely unexplored. Since microbes have complex metabolism, including an extraordinary ability to metabolize xenobiotics [4–6], they are expected to play a pivotal role in modulating the action, disposition, and toxicity of drugs with which they interact in different sub-ecosystems within the human body [7].

The PharmacoMicrobiomics initiative (http://pharmacomicrobiomics.org) is a research-based educational web platform that aims at exploring how microbes modulate drugs. The project was launched as an educational platform to introduce bioinformatics and microbial genomics to pharmacy students while benefiting the research community. The first step of this project was mining existing literature and extracting known microbe-drug interactions using a combination of keywords in an iterative process. The second step was the manual curation of the extracted literature data and their classification by drug classes, microbial families, and body systems (e.g., Table 1). The third step is the creation of a relational database that includes the microbes at different body sites and their effects on drugs’ pharmacokinetic and pharmacodynamic properties. Finally, participating students screen and attempt to isolate fecal microbes that alter a specific drug, and each student selects a drug class and a microbial species within a body site to examine their complex interaction in vitro.

The literature-mining steps of the pharmacomicrobiomics project have resulted in the initiation of a continuously updated web portal maintained by students (http://pharmacomicrobiomics.org/papers and http://pharmacomicrobiomics.com/examples.html). The project is expected to build a knowledge base that allows interested students and scholars, in the future, to predict the behavior of untested members of drug classes or unstudied microbial species, and to design laboratory experiments for testing these predictions.

Pharmacogenetics investigates the effect of variations within single genes on drugs; pharmacogenomics investigates the effect of the sum of variations within the human genome on drugs; pharmacomicrobiomics investigates the effect of variations within the human microbiome on drugs.

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Affiliations

1. Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, 11562, Cairo, Egypt

   • Ramy K Aziz

2. Department of Computer Science, San Diego State University, San Diego, CA, 92182, USA

   • Ramy K Aziz

3. Department of Biology, School of Sciences and Engineering, The American University in Cairo, 11835, Cairo, Egypt

   • Rama Saad

4. Open Source Technologies Department, Information Technology Institute, 12577, Giza, Egypt

   • Mariam R Rizkallah

Corresponding author

Correspondence to Ramy K Aziz.

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