Aquatic Toxicology 81 (2007) 117–125
Dynamic multipathway modeling of Cd bioaccumulation in
Daphnia magna using waterborne and dietborne exposures
Richard R. Goulet
a,∗
, Susannah Krack
b
, Patrick J. Doyle
a
, Landis Hare
c
,
Bernard Vigneault
b
, James C. McGeer
d
a
Environment Canada, Existing Substances Division, 451 St. Joseph Blvd., Gatineau, Quebec, Canada K1A 0H3
b
CANMET Mining and Mineral Sciences Laboratories, 555 Booth Street, Ottawa, Ontario, Canada K1A 0G1
c
INRS-ETE, Universit´ e du Qu´ ebec, 490 de la Couronne, Quebec City, Quebec, Canada G1K 9A9
d
Department of Biology, Wilfrid Laurier University, 75 University Avenue West, Waterloo, Ontario, Canada N2L 3C5
Received 15 September 2006; received in revised form 16 November 2006; accepted 17 November 2006
Abstract
We tested the predictive ability of the dynamic multipathway bioaccumulation model (DYMBAM) to characterize Cd accumulation in Daphnia
magna, a species commonly used in toxicity tests and because of its sensitivity, particularly to metals, a species that is relied upon in ecological
risk assessments. We conducted chronic exposure experiments in which D. magna were exposed to either dietborne Cd alone or to both dietborne
and waterborne Cd. In the food-only treatments, the algae Chlamydomonas reinhardtii or Pseudokirchneriella subcapitata were pre-exposed to
free Cd ion concentrations, [Cd
2+
], from 0.001 to 100 nM (0.001–11 gL
-1
) then, on a daily feeding renewal basis, fed to D. magna over 21 days.
In the water plus food treatment, D. magna were exposed for 21 days to the same range of [Cd
2+
] and fed with the same algal species that had been
exposed to Cd at various concentrations. In the algal exposure media, Cd concentrations in algae were directly related to those in water and were
characterized by a linear regression model using the log transformed concentration of the WHAM predicted Cd
2+
concentration. The DYMBAM
was used with estimated values of the model constants for ingestion rate (0.08–0.34 g g
-1
day
-1
) and growth rate (0.085–0.131 day
-1
) based on
our experimental data and with literature values for rate constants of Cd influx and efflux as well as Cd assimilation efficiency. Measured Cd
concentrations in D. magna agreed with model predictions within a factor of 3. Using the model, we predict that food is an important contributor of
Cd burden to D. magna, particularly at lower Cd exposure concentrations over an environmentally realistic gradient of free Cd in water. However,
this cladoceran also takes up Cd from water and this exposure route becomes increasingly important at very high concentrations of free Cd (>10 nM
or 1.1 gL
-1
). Nevertheless, Cd produced lethal effects in D. magna that were exposed to this metal in water and diet, but exposure to Cd in food
only did not result in toxic effects (as measured by survival and reproduction).
© 2006 Elsevier B.V. All rights reserved.
Keywords: Daphnia magna; Bioaccumulation; Dietary toxicity; Waterborne toxicity; Cadmium
1. Introduction
Many water-quality guidelines for trace metals assume that
dissolved metals are the main contributor to toxic effects in
aquatic organisms (Janssen et al., 2003). Where this is the case,
the free ion activity model (reviewed in Campbell, 1995) and
its extension, the biotic ligand model (BLM, e.g., Di Toro et al.,
2001), are often adequate for predicting the toxicity of metals.
Thus, the BLM has successfully been used to predict the effects
of short-term (acute) exposures to sensitive animals (Di Toro et
∗
Corresponding author. Tel.: +1 819 994 9556; fax: +1 819 953 4936.
E-mail address: richard.goulet@ec.gc.ca (R.R. Goulet).
al., 2001; Santore et al., 2001, 2002; De Schamphelaere et al.,
2002, 2006; De Schamphelaere and Janssen, 2002; Heijerick et
al., 2002b, 2005), which explains its increasing use in establish-
ing acute water-quality guidelines.
In contrast, most ecological risk assessments focus on long-
term exposures. During chronic exposures, animals take up
metals from both water and food, both of which can potentially
contribute to toxic effects. Waterborne metals usually cause
respiratory impairment in fish (Pagenkopf, 1983). The mech-
anism of toxicity of many cationic metals is mainly related
to specific inhibitory effects on ion transport functions in fish
gills (Wood, 2001). This mechanistic information helped guide
the development of the biotic ligand model (BLM) framework,
which resulted in the development of chronic BLMs for risk
0166-445X/$ – see front matter © 2006 Elsevier B.V. All rights reserved.
doi:10.1016/j.aquatox.2006.11.008