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Acquisitions - Pro Forma Information - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended 9 Months Ended 12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Mar. 31, 2019
Mar. 31, 2018
Jun. 30, 2019
Jun. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Business Acquisition, Pro Forma Information [Abstract]                
Revenue             $ 797,501 $ 752,061
Net income (loss)             10,350 2,273
GENEWIZ                
Business Acquisition, Pro Forma Information [Abstract]                
Depreciation             1,600 12,700
One-time nonrecurring compensation and transaction costs             0 53,600
Interest expense             2,000 19,800
Revenue $ 196,021 $ 170,033 $ 394,411 $ 356,947 $ 598,291 $ 561,397    
Net income (loss) $ 6,795 $ (55,263) $ 4,086 $ 3,916 $ 5,062 $ 6,944    
Acquisition related costs             $ 6,500 $ 3,800