We selected four metrics of swimming behavior (distance swam, speed, rate o
f turning, and tortuosity of path) and the commonly used biochemical marker
, brain cholinesterase (ChE) activity, to assess (1) the sensitivity and re
liability of behavior as a potential biomarker in monitoring work, (2) the
potential for these endpoints to be used in automated monitoring, and (3) t
he linkage between behavior and its underlying biochemistry. Malathion-expo
sed fish exhibited large decreases in distance and speed and swam in a more
linear path than control fish after 24 h exposure. By 96 h exposure, fish
still swam slower and traveled less distance; fish fully recovered after 48
h in clean water. Diazinon-exposed fish exhibited decreases in distance, s
peed, and turning rate compared to controls. After 48 h recovery in clean w
ater, fish exposed to diazinon had not recovered to control levels. The beh
avioral responses provided measures of neurotoxicity that were easily quant
ifiable by automated means, implying that the inclusion of behavior in moni
toring programs can be successful. Furthermore, correlations between behavi
or and biochemical endpoints, such as ChE inhibition, suggest that this app
roach can provide a meaningful link between biochemistry and behavior and c
an provide useful information on toxicant impacts.