The Celtics lost their fourth in a row, dropped to three games below .500 and slipped closer to last place in the Atlantic Division.
Memphis limited Boston to 15 points in the second quarter and led by as many as 18 points in the fourth period.
Boston, which managed just three offensive rebounds, was led by 17 points from Paul Pierce.
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