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Revenue, accounts receivable and deferred revenue
9 Months Ended
Sep. 30, 2020
Revenue from Contract with Customer [Abstract]  
Revenue, accounts receivable and deferred revenue Revenue, accounts receivable and deferred revenue
Test revenue is generated from sales of diagnostic tests to three groups of customers: institutions, such as hospitals, clinics and partners; patients who pay directly; and patients’ insurance carriers. Amounts billed and collected, and the timing of collections, vary based on whether the payer is an institution, a patient or an insurance carrier. Other revenue consists principally of revenue recognized under collaboration and genome network agreements and is accounted for under the provisions provided in Accounting Standards Codification ("ASC") 606, Revenue from Contracts with Customers.
The following table includes our revenues as disaggregated by payer category (in thousands):
 
Three Months Ended September 30,
 
Nine Months Ended September 30,
 
2020
 
2019
 
2020
 
2019
Test revenue:
 
 
 
 
 
 
 
Institutions
$
14,015

 
$
10,407

 
$
37,043

 
$
28,375

Patient - direct
6,379

 
4,567

 
16,468

 
12,364

Patient - insurance
46,932

 
40,528

 
121,992

 
106,684

Total test revenue
67,326

 
55,502

 
175,503

 
147,423

Other revenue
1,402

 
1,009

 
3,664

 
3,116

Total revenue
$
68,728

 
$
56,511

 
$
179,167

 
$
150,539


We recognize revenue related to billings based on estimates of the amount that will ultimately be realized. Cash collections for certain diagnostic tests delivered may differ from rates originally estimated. As a result of new information, we update our estimates quarterly of the amounts to be recognized for previously delivered tests which resulted in the following increases to revenue and decreases to our loss from operations and basic and diluted net loss per share (in millions, except per share amounts):
 
Three Months Ended September 30,
 
Nine Months Ended September 30,
 
2020
 
2019
 
2020
 
2019
Revenue
$
0.7

 
$
1.2

 
$
3.0

 
$
4.0

Loss from operations
$
(0.7
)
 
$
(1.2
)
 
$
(3.0
)
 
$
(4.0
)
Net loss per share, basic and diluted
$
(0.01
)
 
$
(0.01
)
 
$
(0.03
)
 
$
(0.05
)

Influence of COVID-19
Our test volumes decreased significantly in the second half of March 2020 as compared to the first few months of 2020 as a result of COVID-19 and related limitations and priorities across the healthcare system. Our daily test volumes have consistently increased from the low in March 2020, although we are currently still experiencing changes in product mix due to the impact of COVID-19. COVID-19 could have a material impact on our financial results for at least the next quarter and for the foreseeable future, particularly on product mix and as a result, the revenue we recognize. We have reviewed and adjusted for the impact of COVID-19 on our estimates related to revenue recognition and expected credit losses.
Approximately 8% of our workforce as of March 31, 2020 was impacted by a reduction in force in April 2020 in an initiative to manage costs and cash burn that resulted in one-time costs in the second quarter of 2020 of $3.8 million. In addition, effective May 2020, we have reduced the salaries of our named executive officers by approximately 20%.
On March 27, 2020, the Coronavirus Aid, Relief, and Economic Security Act ("CARES Act") was signed into law which was a stimulus bill intended to bolster the economy, among other things, and provide assistance to qualifying businesses and individuals. The CARES Act included an infusion of funds into the healthcare system, and in April 2020, we received $3.8 million as a part of this initiative. This payment was recognized as other income (expense), net in our consolidated statement of operations during the three months ended June 30, 2020. At this time, we are not certain of the availability, extent or impact of any future relief provided under the CARES Act.
Accounts receivable
The majority of our accounts receivable represents amounts billed to institutions (e.g., hospitals, clinics, partners) and estimated amounts to be collected from third-party insurance payers for diagnostic test revenue recognized. Also included are amounts due under the terms of collaboration and genome network agreements for diagnostic testing and data aggregation reporting services provided and proprietary platform access rights transferred.
Deferred revenue
We record deferred revenue when cash payments are received or due in advance of our performance related to one or more performance obligations. The amounts deferred to date primarily consist of prepayments related to our consumer direct channel as well as consideration received pertaining to the estimated exercise of certain re-requisition rights. In order to comply with loss contract rules, our re-requisition rights revenue deferral is no less than the estimated cost of fulfilling related obligations. We recognize revenue related to re-requisition rights as the rights are exercised or expire unexercised, which is generally within 90 days of initial deferral.