Variety.com said the movie is inspired by Steve Moore's five-issue series, which premiered in May.
"What resonated for (Berg and the producers) was that this was character driven, about a character who's more man than god, with conflicts and redemption," producer Barry Levine told the entertainment industry trade paper.
Berg is also set to direct and produce a new adaptation of Frank Herbert's science-fiction classic, "Dune."
Berg's previous films include "Hancock," "The Kingdom," "Friday Night Lights" and "Very Bad Things."
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