A Columbia University-led multicenter research effort called IndiPHARM: individual metabolome and exposome assessment for pharmaceutical optimization will develop a platform and monitoring system to prevent unwanted interactions between medications and other environmental, genetic, and lifestyle factors, in order to optimize therapeutic efficacy.