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Revenue Recognition
9 Months Ended
Sep. 30, 2021
Revenue from Contract with Customer [Abstract]  
Revenue Recognition Revenue Recognition
Disaggregation of Revenue
The following table provides information about disaggregated revenue from contracts with customers into the nature of the products and services, and geographic regions, and includes a reconciliation of the disaggregated revenue with reportable segments. The geographic regions that are tracked are the Americas (United States, Canada, and Latin America), EMEA (Europe, Middle East, and Africa), and APAC (Australia, New Zealand, Southeast Asia, and China).
Segment information is as follows (in thousands):
Three months ended September 30, 2021Three months ended September 30, 2020
Performance EnzymesNovel BiotherapeuticsTotalPerformance EnzymesNovel BiotherapeuticsTotal
Major products and service:
Product revenue$28,731 $— $28,731 $8,401 $— $8,401 
Research and development revenue3,853 4,185 8,038 4,604 5,380 9,984 
Total revenues$32,584 $4,185 $36,769 $13,005 $5,380 $18,385 
Primary geographical markets:
Americas
$5,999 $1,817 $7,816 $3,209 $2,632 $5,841 
EMEA
2,317 2,368 4,685 2,141 2,748 4,889 
APAC
24,268 — 24,268 7,655 — 7,655 
Total revenues$32,584 $4,185 $36,769 $13,005 $5,380 $18,385 
Nine months ended September 30, 2021Nine months ended September 30, 2020
Performance EnzymesNovel BiotherapeuticsTotalPerformance EnzymesNovel BiotherapeuticsTotal
Major products and service:
Product revenue$53,674 $— $53,674 $18,005 $— $18,005 
Research and development revenue14,723 11,856 26,579 13,380 16,638 30,018 
Total revenues$68,397 $11,856 $80,253 $31,385 $16,638 $48,023 
Primary geographical markets:
Americas
$12,573 $6,015 $18,588 $7,381 $10,591 $17,972 
EMEA
11,294 5,841 17,135 8,128 6,047 14,175 
APAC
44,530 — 44,530 15,876 — 15,876 
Total revenues$68,397 $11,856 $80,253 $31,385 $16,638 $48,023 
Contract Balances
The following table presents balances of contract assets, unbilled receivables, contract costs, and contract liabilities (in thousands):
September 30, 2021December 31, 2020
Contract assets$12,701 $4,526 
Unbilled receivables$10,760 $10,942 
Contract costs$70 $90 
Contract liabilities: deferred revenue$6,196 $4,791 
We had no asset impairment charges related to financial assets in the three and nine months ended September 30, 2021 and 2020.
The increase in contract assets was primarily due to increase in product revenue from contracts subject to over time
revenue recognition. The nominal decrease in unbilled receivables was primarily due to the timing of billings. The increase in deferred revenue was primarily due to cash advances received in excess of revenue recognized.
We recognized the following revenues (in thousands):
Three months ended September 30,Nine months ended September 30,
Revenue recognized in the period for:2021202020212020
Amounts included in contract liabilities at the beginning of the period:
Performance obligations satisfied$658 $708 $1,997 $58 
Changes in the period:
Changes in the estimated transaction price allocated to performance obligations satisfied in prior periods1,521 233 5,848 854 
Performance obligations satisfied from new activities in the period - contract revenue34,590 17,444 72,408 47,111 
Total revenues$36,769 $18,385 $80,253 $48,023 
Performance Obligations
The following table includes estimated revenue expected to be recognized in the future related to performance obligations that are unsatisfied or partially unsatisfied at the end of the reporting periods. The estimated revenue does not include contracts with original durations of one year or less, amounts of variable consideration attributable to royalties, or contract renewals that are unexercised as of September 30, 2021.
The balances in the table below are partially based on judgments involved in estimating future orders from customers subject to the exercise of material rights pursuant to respective contracts as of September 30, 2021 (in thousands):
Remainder of 2021202220232024 and ThereafterTotal
Product revenue$$67 $67 $2,700 $2,839 
Research and development revenue1,106 1,705 546 — 3,357 
Total revenues$1,111 $1,772 $613 $2,700 $6,196