Untargeted Fecal Metabolomic Analyses across an Industrialization Gradient Reveal Shared Metabolites and Impact of Industrialization on Fecal Microbiome-Metabolome Interactions

• Published in: mSystems Vol. 7; no. 6; p. e0071022
• Main Authors: Haffner, Jacob J, Katemauswa, Mitchelle, Kagone, Thérèse S, Hossain, Ekram, Jacobson, David, Flores, Karina, Parab, Adwaita R, Obregon-Tito, Alexandra J, Tito, Raul Y, Reyes, Luis Marin, Troncoso-Corzo, Luzmila, Guija-Poma, Emilio, Meda, Nicolas, Carabin, Hélène, Honap, Tanvi P, Sankaranarayanan, Krithivasan, Lewis, Jr, Cecil M, McCall, Laura-Isobel
• Format: Journal Article
• Language: English
• Published: United States American Society for Microbiology 20-12-2022
• Subjects: Amino acids; Bile acids; Built environment; Cholesterol; Datasets; Editor's Pick; Feces; Human Microbiome; Humans; Industrial Development; industrialization; Intestinal microflora; mass spectrometry; Metabolism; Metabolites; Metabolome; Metabolomics; Metabolomics - methods; Microbiomes; Microbiota - genetics; Phenotypes; Population; Research Article; RNA, Ribosomal, 16S - genetics; Urban populations; Variance analysis; South America; Burkina Faso; Australia; United States > US; Peru; Canberra Australian Capital Territory Australia; mass spectrometry; human microbiome; metabolomics; industrialization
• ISSN: 2379-5077; 2379-5077
• DOI: 10.1128/msystems.00710-22

The metabolome is a central determinant of human phenotypes and includes the plethora of small molecules produced by host and microbiome or taken up from exogenous sources. However, studies of the metabolome have so far focused predominantly on urban, industrialized populations. Through an untargeted metabolomic analysis of 90 fecal samples from human individuals from Africa and the Americas-the birthplace and the last continental expansion of our species, respectively-we characterized a shared human fecal metabolome. The majority of detected metabolite features were ubiquitous across populations, despite any geographic, dietary, or behavioral differences. Such shared metabolite features included hyocholic acid and cholesterol. However, any characterization of the shared human fecal metabolome is insufficient without exploring the influence of industrialization. Here, we show chemical differences along an industrialization gradient, where the degree of industrialization correlates with metabolomic changes. We identified differential metabolite features such as amino acid-conjugated bile acids and urobilin as major metabolic correlates of these behavioral shifts. Additionally, coanalyses with over 5,000 publicly available human fecal samples and cooccurrence probability analyses with the gut microbiome highlight connections between the human fecal metabolome and gut microbiome. Our results indicate that industrialization significantly influences the human fecal metabolome, but diverse human lifestyles and behavior still maintain a shared human fecal metabolome. This study represents the first characterization of the shared human fecal metabolome through untargeted analyses of populations along an industrialization gradient.
As the world becomes increasingly industrialized, understanding the biological consequences of these lifestyle shifts and what it means for past, present, and future human health is critical. Indeed, industrialization is associated with rises in allergic and autoimmune health conditions and reduced microbial diversity. Exploring these health effects on a chemical level requires consideration of human lifestyle diversity, but understanding the significance of any differences also requires knowledge of what molecular components are shared between human groups. Our study reveals the key chemistry of the human gut as defined by varied industrialization-based differences and ubiquitous shared features. Ultimately, these novel findings extend our knowledge of human molecular biology, especially as it is influenced by lifestyle and behavior, and provide steps toward understanding how human biology has changed over our species' history.