I think you can: "There was a widespread persecution of Jews during the Holocaust". As for the plural, it would be hard to find an example: "The separate persecutions of Jews during the Holocaust and Armenians during World War I", indicating two separate persecution events. The second statement sounds a bit odd but I don't see why it wouldn't be correct.
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