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Reproductive Impairment of Great Lakes Lake Trout by Dioxin-Like Chemicals  855


                                                                                       100
                                120
                                       Lake trout caught                               90
                                       Lake trout from 1% survival of stocked fry
                               Thousands of Lake Trout Caught  80       natural reproduction  60 Thousands of 6-Year-Old Lake Trout Possible from 1% Survival of Stocked Fry
                                                                                       80
                                100
                                                                                       70
                                                                         Consistent with
                                                                                       50
                                 60
                                                                                       40
                                 40
                                                                                       30
                                                                                       20
                                 20
                                                                                       10
                                  0                                                    0
                                  1860     1880      1900      1920      1940      1960
                                                           Year
                       FIGURE 21.10 Association of lake trout population levels, as revealed by annual commercial catch (thousands) prior to
                       1940, with numbers of 6-year-old lake trout (thousands) predicted to be available for catch based on hypothetical survival
                       of 1% of fry annually stocked into Lake Ontario. The commercial catch population data show evidence for recruitment up
                       until about 1936 of additional lake trout from adults that grew from fry stocked earlier. (From Cook, P.M. et al., Environ.
                       Sci. Technol., 37, 3867–3877, 2003. With permission.)

                       particular HAHs, having had an influence in the crash and subsequent lack of rehabilitation of lake trout
                       populations in the lower Great Lakes for three to four decades during the 20th century. In this section,
                       we evaluate the information covered in this chapter from the perspective of an ecoepidemiological
                       assessment. The criteria for establishment of cause-and-effect linkages in ecotoxicology have been taken
                       from the biomedical sciences and adapted for use with fish and wildlife species (Fox, 1991).  The
                       ecoepidemiological criteria put forth by Fox (1991) provide a framework for evaluation of the strength
                       of evidence for causation of an effect (i.e., lack of recruitment in Great Lakes lake trout populations)
                       with a putative causal agent (i.e., HAH chemicals). Seven criteria provide the basis for evaluation of the
                       data or information for causation in this approach. The ecoepidemiological approach was used by Mac
                       and Edsall (1991) to evaluate the strength of data that HAHs had an effect on lake trout populations in
                       the Great Lakes. Those authors concluded that the evidence at the time supported the hypothesis that
                       chemical contaminants had caused reproductive impairment in lake trout populations of the Great Lakes;
                       however, they went on to state that much of the evidence was circumstantial, with little definitive proof
                       of such a causal relationship. Since the time of that evaluation, a great deal of additional evidence has
                       served to strengthen and clarify the causal relationship between HAHs and reproductive impairment of
                       lake trout in the Great Lakes. A large portion of that evidence has been presented in this chapter and is
                       summarized here within the ecoepidemiological framework.


                       Ecoepidemiological Criteria
                       The seven criteria for evaluation of the relationship between a suspected causal agent and an adverse
                       effect are (1) probability, (2) time-order, (3) strength of association, (4) specificity, (5) consistency of
                       association, (6) predictive performance, and (7) coherence. We provide a summary of the existing data
                       within this context. The hypothesis that we are evaluating with regard to these criteria is that HAHs
                       were of sufficient concentrations in lake trout populations to cause  embryo and fry mortality and
                       subsequent lack of recruitment in the lower Great Lakes from the 1950s until the early 1980s. In our
                       evaluation, we will compare and contrast evidence from all of the Great Lakes except Lake Erie. This
                       is because Lake Erie never had very strong lake trout fisheries or populations due to the relatively shallow
                       nature of the lake and the hydrological patterns of the lake.
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