Hair is a valuable, non-invasive material for human biomonitoring.
However, little is known about polluting contaminants in hair, particularly
regarding the relationship between biocomponents and contaminant levels
in hair. We measured the concentrations of 42 contaminants, including
11 phosphorus flame retardants (PFRs), 13 bisphenols (BPs), and 18
perfluoroalkyl and polyfluoroalkyl substances (PFAS), while simultaneously
measuring the levels of keratin, melanin, and eight sphingolipids
in hair samples. Long-chain sphingolipids (C20CER) were negatively
associated with levels of PFRs, PFAS, and BPs, while C12CER and C14CER
(short-chain) were positively associated with levels of PFRs and BPs.
Furthermore, we observed an overall negative association between ∑7PFRs and endogenous biocomponents but a positive dose–effect
relationship with ∑5BPs and biocomponents using
Bayesian kernel machine regression models. Among the biocomponents,
C20CER and C14CER contributed the most to the negative and positive
associations, respectively. Specifically, a change in Ln C20CER (Z-score) concentration from the 25th to 75th percentile
was associated with a decrease in ∑7PFRs of 47.0%-SD
(−61.8%, −32.3%) when other biocomponents were at their
median values. These findings provide new insights into the relationships
between biocomponents and contaminants in hair, which is an essential
step for the advancement of hair as a biomonitoring material.