A Systems Toxicology Approach to Elucidate the Mechanisms
Involved in RDX Species-Specific Sensitivity
Christopher M. Warner,
†,‡
Kurt A. Gust,
†,
* Jacob K. Stanley,
†
Tanwir Habib,
§
Mitchell S. Wilbanks,
†
Nata ̀ lia Garcia-Reyero,
∥
and Edward J. Perkins
†
†
Environmental Laboratory, U.S. Army Engineer Research and Development Center, Vicksburg, Mississippi, United States
‡
Keck Graduate Institute, Claremont, California, United States
§
Badger Technical Services, San Antonio, Texas, United States
∥
Mississippi State University, Starkville, Mississippi, United States
* S Supporting Information
ABSTRACT: Interspecies uncertainty factors in ecological
risk assessment provide conservative estimates of risk where
limited or no toxicity data is available. We quantitatively
examined the validity of interspecies uncertainty factors by
comparing the responses of zebrafish (Danio rerio) and fathead
minnow (Pimephales promelas) to the energetic compound
1,3,5-trinitroperhydro-1,3,5-triazine (RDX), a known neuro-
toxicant. Relative toxicity was measured through transcrip-
tional, morphological, and behavioral end points in zebrafish
and fathead minnow fry exposed for 96 h to RDX
concentrations ranging from 0.9 to 27.7 mg/L. Spinal
deformities and lethality occurred at 1.8 and 3.5 mg/L RDX
respectively for fathead minnow and at 13.8 and 27.7 mg/L for
zebrafish, indicating that zebrafish have an 8-fold greater tolerance for RDX than fathead minnow fry. The number and
magnitude of differentially expressed transcripts increased with increasing RDX concentration for both species. Differentially
expressed genes were enriched in functions related to neurological disease, oxidative-stress, acute-phase response, vitamin/
mineral metabolism and skeletal/muscular disorders. Decreased expression of collagen-coding transcripts were associated with
spinal deformity and likely involved in sensitivity to RDX. Our work provides a mechanistic explanation for species-specific
sensitivity to RDX where zebrafish responded at lower concentrations with greater numbers of functions related to RDX
tolerance than fathead minnow. While the 10-fold interspecies uncertainty factor does provide a reasonable cross-species estimate
of toxicity in the present study, the observation that the responses between ZF and FHM are markedly different does initiate a
call for concern regarding establishment of broad ecotoxicological conclusions based on model species such as zebrafish.
■
INTRODUCTION
New chemical testing programs, including the High Production
Volume (HPV) challenge in the United States and Registration,
Evaluation, Authorization and Restriction of Chemicals
(REACH) in Europe are significantly increasing the number
of chemicals for which toxicity data is needed.
1
In addition,
human and veterinary pharmaceuticals, nanocomposites and
other engineered materials promise to increase demands for
regulatory testing for ecological effects.
2
Ecological testing and
screening programs must become more thorough, less costly,
and more rapid to make testing of thousands of chemicals
feasible. A critical and often overlooked component of
transitioning test data to ecological risk assessment (ERA)
are the uncertainty factors associated with toxicological effects
observed in model versus nonmodel species. Current methods
employed for ERA rely on arbitrary uncertainty factors
(typically a factor of 10) when quantitative data is not available
to compare the relative sensitivity to chemical toxicity among
species.
3
This study sought to develop a robust empirical cross-species
comparison for consideration in ERA and to assess if a typical
10-fold uncertainty factor of is overly conservative. To attain
this goal, we analyzed the relationships among multiple levels of
biological organization to provide a mechanistic description of
differential sensitivity among species. We utilized the Adverse
Outcome Pathway (AOP) framework to contextualize our
species comparisons.
4
The AOP characterizes connections from
the molecular initiating event, to impacts on metabolic
pathways, to impacts within a cell, through impacts on tissues,
organs and so on and ultimately to the adverse outcome at the
Received: February 6, 2012
Revised: May 31, 2012
Accepted: June 14, 2012
Published: June 14, 2012
Article
pubs.acs.org/est
© 2012 American Chemical Society 7790 dx.doi.org/10.1021/es300495c | Environ. Sci. Technol. 2012, 46, 7790−7798