The dangerous chemicals may be in Illinois waterways, reported the Daily Herald.
The algae looks like blue-green globs in the water, and the toxins can be produced when the algae is exposed to sunlight.
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The water is closed to swimming at several Wisconsin beaches along Lake Michigan due to reports of the algae, according to WKOW.
Officials warn the bacteria is harmful or even fatal to pets and can cause health concerns for humans as well.
Wisconsin officials said people can still enjoy the beach, just stay out of the water until the algae levels are safe again.