The Effects of Environmental Factors on the Macro-genome and Metabolism of Obese Patients.

Obese patients who attended the First Hospital of Chongqing Medical University and intended to undergo bariatric surgery were screened according to the inclusion and exclusion criteria. Patients' basic personal information and biological specimens including blood, faeces and urine were collected for metabolic and macro-genomic analyses. Air pollution exposure of the study subjects was collected by telephone follow-up. Metabolite profiles in blood and urine were analysed using liquid chromatography-mass spectrometry (LC-MS). Microbial community composition in faecal samples was analysed using 16S rRNA gene sequencing. Metabolic and macrogenomic differences between obese and control groups were compared using t-test or Mann-Whitney U-test. Logistic regression analyses were used to assess the independent effects of different environmental factors on metabolism and macrogenome. Identify key metabolites and microorganisms associated with obesity using Random Forest and Principal Component Analysis.