Substances that may act as estrogens show a broad chemical structural diver
sity To thoroughly address the question of possible adverse estrogenic effe
cts, reliable methods are needed to detect and identify the chemicals of th
ese diverse structural classes. We compared three assays-in vitro estrogen
receptor competitive binding assays (ER binding assays), yeast-based report
er gene assays (yeast assays), and the MCF-7 cell proliferation assay (E-SC
REEN assay)-to determine their quantitative agreement in identifying struct
urally diverse estrogens. We examined assay performance for relative sensit
ivity, detection of active/inactive chemicals, and estrogen/antiestrogen ac
tivities. In this examination, we combined individual data sets in a specif
ic, quantitative data mining exercise. Data sets for at least 29 chemicals
from five laboratories were analyzed pair-wise by X-Y plots. The ER binding
assay was a good predictor for the other two assay results when the anties
trogens were excluded (r(2) is 0.78 for the yeast assays and 0.85 for the E
-SCREEN assays). Additionally, the examination strongly suggests that biolo
gic information that is not apparent From any of the individual assays can
be discovered by quantitative pair-wise comparisons among assays. Antiestro
gens are identified as outliers in the ER binding/yeast assay, while comple
te antagonists are identified in the ER binding and E-SCREEN assays. Furthe
rmore, the presence of outliers may be explained by different mechanisms th
at induce an endocrine response, different impurities in different batches
of chemicals, different species sensitivity, or limitations of the assay te
chniques. Although these assays involve different level of biologic complex
ity, the major conclusion is that they generally provided consistent inform
ation in quantitatively determining estrogenic activity for the five data s
ets examined. The results should provide guidance for expanded data mining
examinations and the selection of appropriate assays to screen estrogenic e
ndocrine disrupters.