The finding provides crucial data to scientists and public policy advisers on the possible impact on humans of reactor meltdowns.
A team of researchers examined two bulls found in September 2011 and January 2012 within a 20-kilometre (12-mile) radius of the plant, an area that was completely evacuated because of fears to public health.
They also looked at a male foetus from the area to help determine the effects of prolonged radiation exposure associated with the disaster, the world's worst since Chernobyl in 1986.
Researchers from Tohoku University and other schools found concentrations of caesium 134 and caesium 137, substances of concern because of their relatively slow rates of decay, were broadly similar in all organs, but were sharply higher in muscles.
"Radioactivity concentration of caesium in the testis was about more than half of that in the skeletal muscle and the level was the same as in other organs," it said.
Examination of the bull's sperm showed their total number and their structure and size were normal.
The researchers expect the study will shed light on the risks Fukushima's radiation poses to reproductive health, but said the size of their sample meant further investigation would be required before any definitive conclusions could be reached.
The study was published online yesterday in Scientific Reports, a peer-reviewed journal from the publishers of the respected Nature.
Thousands of animals were left behind when farmers and residents fled the area around the Fukushima power plant in the days after the March 2011 tsunami struck.
While those that were confined in buildings invariably died, many others went feral and roamed over a large area, free from any human interference.
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