TY - JOUR
T1 - Temporal variability is a personalized feature of the human microbiome
AU - Flores, Gilberto E.
AU - Caporaso, J. Gregory
AU - Henley, Jessica B.
AU - Rideout, Jai R.am
AU - Domogala, Daniel
AU - Chase, John
AU - Leff, Jonathan W.
AU - Vázquez-Baeza, Yoshiki
AU - Gonzalez, Antonio
AU - Knight, Rob
AU - Dunn, Robert R.
AU - Fierer, Noah
N1 - Funding Information:
We thank MJ Gebert, G Humphrey, and CL Lauber for logistical support throughout the project; N Rountree for sample collection; A Shade for providing custom R scripts; G Ackermann for IRB assistance; and M Watwood, E Schwartz, and J Wilder for help recruiting study participants. Computational support was provided by an Amazon Web Services research grant to JGC and RK Support for YVB, AG, and RK came from the National Institutes of Health, the Crohns and Colitis Foundation of America, and the Howard Hughes Medical Institute. RRD was supported by grant #52006933 to NC State University from the Howard Hughes Medical Institute through the Precollege and Undergraduate Science Education Program (http://www. hhmi.org/grants/office/undergrad/).
PY - 2014
Y1 - 2014
N2 - BACKGROUND: It is now apparent that the complex microbial communities found on and in the human body vary across individuals. What has largely been missing from previous studies is an understanding of how these communities vary over time within individuals. To the extent to which it has been considered, it is often assumed that temporal variability is negligible for healthy adults. Here we address this gap in understanding by profiling the forehead, gut (fecal), palm, and tongue microbial communities in 85 adults, weekly over 3 months.RESULTS: We found that skin (forehead and palm) varied most in the number of taxa present, whereas gut and tongue communities varied more in the relative abundances of taxa. Within each body habitat, there was a wide range of temporal variability across the study population, with some individuals harboring more variable communities than others. The best predictor of these differences in variability across individuals was microbial diversity; individuals with more diverse gut or tongue communities were more stable in composition than individuals with less diverse communities.CONCLUSIONS: Longitudinal sampling of a relatively large number of individuals allowed us to observe high levels of temporal variability in both diversity and community structure in all body habitats studied. These findings suggest that temporal dynamics may need to be considered when attempting to link changes in microbiome structure to changes in health status. Furthermore, our findings show that, not only is the composition of an individual's microbiome highly personalized, but their degree of temporal variability is also a personalized feature.
AB - BACKGROUND: It is now apparent that the complex microbial communities found on and in the human body vary across individuals. What has largely been missing from previous studies is an understanding of how these communities vary over time within individuals. To the extent to which it has been considered, it is often assumed that temporal variability is negligible for healthy adults. Here we address this gap in understanding by profiling the forehead, gut (fecal), palm, and tongue microbial communities in 85 adults, weekly over 3 months.RESULTS: We found that skin (forehead and palm) varied most in the number of taxa present, whereas gut and tongue communities varied more in the relative abundances of taxa. Within each body habitat, there was a wide range of temporal variability across the study population, with some individuals harboring more variable communities than others. The best predictor of these differences in variability across individuals was microbial diversity; individuals with more diverse gut or tongue communities were more stable in composition than individuals with less diverse communities.CONCLUSIONS: Longitudinal sampling of a relatively large number of individuals allowed us to observe high levels of temporal variability in both diversity and community structure in all body habitats studied. These findings suggest that temporal dynamics may need to be considered when attempting to link changes in microbiome structure to changes in health status. Furthermore, our findings show that, not only is the composition of an individual's microbiome highly personalized, but their degree of temporal variability is also a personalized feature.
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U2 - 10.1186/s13059-014-0531-y
DO - 10.1186/s13059-014-0531-y
M3 - Article
C2 - 25517225
AN - SCOPUS:84965187800
SN - 1474-7596
VL - 15
SP - 531
JO - Genome biology
JF - Genome biology
IS - 12
M1 - 531
ER -