Bowers provided 18 points and 10 rebounds while Oriakhi had 15 points and 10 rebounds for Missouri (8-1), racked up its 71st consecutive non-conference home victory.
Stefan Jankovic scored 14 points for the Tigers.
Tennessee State (4-6) got a combined 23 points from Robert Covington and Jordan Cyphers.
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