Guardant Health Inc

Previous wording

For early cancer detection, in May 2022, we launched the Shield LDT test to address the needs of individuals eligible for colorectal cancer screening. From a simple blood draw, Shield uses a novel multimodal approach to detect colorectal cancer signals in the bloodstream, including DNA that is shed by tumors. In December 2022, we announced that the ECLIPSE study, a registrational study evaluating the performance of our Shield blood test for detecting colorectal cancer in average-risk adults, met co-primary endpoints. In addition, in March 2023, we submitted a premarket approval application, or PMA, for our Shield blood test to the FDA. The FDA’s Molecular and Clinical Genetics Panel of the Medical Devices Advisory Committee intends to review the PMA. We also expect to expand into lung and multi-cancer screening with our investigational, next-generation Shield assay.

Current wording

For early cancer detection, in May 2022, we launched the Shield LDT test to address the needs of individuals eligible for colorectal cancer screening. From a simple blood draw, Shield uses a novel multimodal approach to detect colorectal cancer signals in the bloodstream, including DNA that is shed by tumors. In December 2022, we announced that the ECLIPSE study, a registrational study evaluating the performance of our Shield blood test for detecting colorectal cancer in average-risk adults, met co-primary endpoints. In addition, in March 2023, we submitted a premarket approval application, or PMA, for our Shield blood test to the FDA. In July 2024, we received FDA approval of our Shield blood test for colorectal cancer screening in adults age 45 and older who are at average risk for the disease, and in August 2024, our Shield blood test became commercially available in the U.S. as the first blood test approved by the FDA for primary colorectal cancer screening, meaning healthcare providers can offer Shield in a manner similar to all other non-invasive methods recommended in screening guidelines. Shield is also the first blood test for colorectal cancer screening that meets coverage requirements by Medicare. We also expect to expand into lung cancer screening and multi-cancer detection with our Shield platform.

Previous wording

We currently perform our tests in our laboratories located in Redwood City, California, and San Diego, California. Our Redwood City laboratory is certified pursuant to the Clinical Laboratory Improvement Amendments of 1988, or CLIA, accredited by the College of American Pathologists, or CAP, permitted by the New York State Department of Health, or NYSDOH, and licensed in California and four other states. Our San Diego laboratory is CAP-accredited, CLIA-certified, and licensed in California. In addition, our Palo Alto, California laboratory is currently operated as a center for our research and technology development. We have also received CAP accreditation and In Vitro Diagnostic, or IVD, sample processing approval from Japan's Ministry of Health, Labour and Welfare, or the MHLW, for our laboratory in Japan.

Current wording

We currently perform clinical, research use only, and investigation use only tests in our laboratory located in Redwood City, California. Our Redwood City laboratory is certified pursuant to the Clinical Laboratory Improvement Amendments of 1988, or CLIA, accredited by the College of American Pathologists, or CAP, permitted by the New York State Department of Health, or NYSDOH, and licensed in California and four other states. We also perform research use only tests in our laboratory located in San Diego, California. In addition, our Redwood City, San Diego and Palo Alto, California laboratories are currently operated as centers for our research and technology development.

Previous wording

We generated total revenue of $563.9 million, $449.5 million and $373.7 million for the years ended December 31, 2023, 2022 and 2021, respectively. We also incurred net losses of $479.4 million, $654.6 million and $384.8 million in the years ended December 31, 2023, 2022 and 2021, respectively. We have funded our operations to date principally from the sale of our stock, convertible senior notes, and revenue from our precision oncology testing and development services and other. In May 2023, we completed a follow-on underwritten public offering, in which we issued and sold 14,375,000 shares of our common stock at a price of $28.00 per share, and received net proceeds of $381.4 million after deducting underwriting discounts and commissions and other offering costs of $21.1 million. In December 2023, we completed a registered direct offering with an investment management firm, in which we issued and sold 3,387,446 shares of our common stock at a price of $26.77 per share, and received net proceeds of $90.6 million. As of December 31, 2023, we had cash, cash equivalents and marketable debt securities of approximately $1.2 billion.

Current wording

We generated total revenue of $739.0 million, $563.9 million and $449.5 million for the years ended December 31, 2024, 2023 and 2022, respectively. We also incurred net losses of $436.4 million, $479.4 million and $654.6 million in the years ended December 31, 2024, 2023 and 2022, respectively. We have funded our operations to date principally from the sale of our stock, convertible senior notes, and revenue from our precision oncology testing and development services and other. In May 2023, we completed a follow-on underwritten public offering, in which we issued and sold 14,375,000 shares of our common stock at a price of $28.00 per share, and received net proceeds of $381.4 million after deducting underwriting discounts and commissions and other offering costs of $21.1 million. In December 2023, we completed a registered direct offering with an investment management firm, in which we issued and sold 3,387,446 shares of our common stock at a price of $26.77 per share, and received net proceeds of $90.6 million. As of December 31, 2024, we had cash, cash equivalents, restricted cash and marketable debt securities of approximately $944.2 million.

Previous wording

•Testing volume, pricing and customer mix. Our revenue and costs are affected by the volume of testing and mix of customers from period to period. We evaluate both the volume of tests that we perform for patients on behalf of clinicians and the number of tests we perform for biopharmaceutical companies. Our performance depends on our ability to retain and broaden adoption with existing customers, as well as attract new customers. We believe that the test volume we receive from clinicians and biopharmaceutical companies are indicators of growth in each of these customer verticals. Customer mix for our tests has the potential to significantly affect our results of operations, as the average selling price for biopharmaceutical sample testing is currently higher than our average reimbursement for clinical tests because we are not a contracted provider for, or our tests are not covered by clinical patients’ insurance for, the majority of the tests that we perform for patients on behalf of clinicians. Revenue from clinical tests for patients covered by Medicare represented approximately 43%, 45% and 45% of our precision oncology revenue from clinical customers for the years ended December 31, 2023, 2022 and 2021, respectively.

Current wording

•Testing volume, pricing and customer mix. Our revenue and costs are affected by the volume of testing and mix of customers from period to period. We evaluate both the volume of tests that we perform for patients on behalf of clinicians and the number of tests we perform for biopharmaceutical companies. Our performance depends on our ability to retain and broaden adoption with existing customers, as well as attract new customers. We believe that the test volume we receive from clinicians and biopharmaceutical companies are indicators of growth in each of these customer verticals. Customer mix for our tests has the potential to significantly affect our results of operations, as the average selling price for biopharmaceutical sample testing is currently higher than our average reimbursement for clinical tests because we are not a contracted provider for, or our tests are not covered by clinical patients’ insurance for, the majority of the tests that we perform for patients on behalf of clinicians. Precision oncology revenue from clinical tests for patients covered and administered by Medicare represented approximately 39%, 43% and 45% of our precision oncology revenue from clinical customers for the years ended December 31, 2024, 2023 and 2022, respectively.

Previous wording

•Payer coverage and reimbursement. Our revenue depends on achieving broad coverage and reimbursement for our tests from third-party payers, including both commercial and government payers. Precision oncology revenue from tests for clinical customers is calculated based on our expected cash collections, using the estimated variable consideration. The variable consideration is estimated based on historical collection patterns as well as the potential for changes in future reimbursement behavior by one or more payers. Estimation of the impact of the potential for changes in reimbursement requires significant judgment and considers payers' past patterns of changes in reimbursement as well as any stated plans to implement changes. Any cash collections over the expected reimbursement period exceeding the estimated variable consideration are recorded in future periods based on actual cash received. Payment from commercial payers can vary depending on whether we have entered into a contract with the payers as a “participating provider” or do not have a contract and are considered a “non-participating provider”. Payers often reimburse non-participating providers, if at all, at a lower amount than participating providers. Because we are not contracted with these payers, they determine the amount that they are willing to reimburse us for any of our tests and they can prospectively and retrospectively adjust the amount of reimbursement, adding to the complexity in estimating the variable consideration. When we contract with a payer to serve as a participating provider, reimbursements by the payer are generally made pursuant to a negotiated fee schedule and are limited to only covered indications or where prior approval has been obtained. Becoming a participating provider can result in higher reimbursement amounts for covered uses of our tests and, potentially, no reimbursement for non-covered uses identified under the payer’s policies or the contract. As a result, the potential for more favorable reimbursement associated with becoming a participating provider may be offset by a potential loss of reimbursement for non-covered uses of our tests. Current Procedural Terminology, or CPT, coding plays a significant role in how our tests are reimbursed both from commercial and governmental payers. In addition, Z-Code Identifiers are used by certain payers, including under Medicare's Molecular Diagnostic Services Program, or MolDx, to supplement CPT codes for our molecular diagnostics tests. Changes to the codes used to report to payers may result in significant changes in its reimbursement. If their policies were to change in the future to cover additional cancer indications, we anticipate that our total reimbursement would increase. In January 2021, a proprietary laboratory analyses, or PLA code was issued for our Guardant360 CDx with an effective date in April 2021. Additionally, based on this new PLA code, we applied to the Centers for Medicare and Medicaid Serv…

Excerpt shortened here; the source contains the full paragraph.

Current wording

•Payer coverage and reimbursement. Our revenue depends on achieving broad coverage and reimbursement for our tests from third-party payers, including both commercial and government payers. Precision oncology revenue from tests for clinical customers is calculated based on our expected cash collections, using the estimated variable consideration. The variable consideration is estimated based on historical collection patterns as well as the potential for changes in future reimbursement behavior by one or more payers. Estimation of the impact of the potential for changes in reimbursement requires significant judgment and considers payers' past patterns of changes in reimbursement as well as any stated plans to implement changes. Any cash collections over the expected reimbursement period exceeding the estimated variable consideration are recorded in future periods based on actual cash received. Payment from commercial payers can vary depending on whether we have entered into a contract with the payers as a “participating provider” or do not have a contract and are considered a “non-participating provider”. Payers often reimburse non-participating providers, if at all, at a lower amount than participating providers. Because we are not contracted with these payers, they determine the amount that they are willing to reimburse us for any of our tests and they can prospectively and retrospectively adjust the amount of reimbursement, adding to the complexity in estimating the variable consideration. When we contract with a payer to serve as a participating provider, reimbursements by the payer are generally made pursuant to a negotiated fee schedule and are limited to only covered indications or where prior approval has been obtained. Becoming a participating provider can result in higher reimbursement amounts for covered uses of our tests and, potentially, no reimbursement for non-covered uses identified under the payer’s policies or the contract. As a result, the potential for more favorable reimbursement associated with becoming a participating provider may be offset by a potential loss of reimbursement for non-covered uses of our tests. Current Procedural Terminology, or CPT, coding plays a significant role in how our tests are reimbursed both from commercial and governmental payers. In addition, Z-Code Identifiers are used by certain payers, including under Medicare's Molecular Diagnostic Services Program, or MolDx, to supplement CPT codes for our molecular diagnostics tests. Changes to the codes used to report to payers may result in significant changes in its reimbursement. If their policies were to change in the future to cover additional cancer indications, we anticipate that our total reimbursement would increase.

Previous wording

•Research and development. A significant aspect of our business is our investment in research and development, including the development of new products. In particular, we have invested heavily in clinical studies as we believe these studies are critical to gaining physician adoption and driving favorable coverage decisions by payers. With respect to Guardant Reveal, in October 2021, we initiated a 1,000-patient prospective, observational, multi-center study, which we refer to as the ORACLE study, designed to evaluate the performance of our Guardant Reveal liquid biopsy test to predict cancer recurrence after curative intent treatment, across 11 solid tumor types. In addition, with respect to Guardant Reveal, in December 2022, we entered into a partnership with Susan G. Komen®, the world’s leading breast cancer organization, to bring the patient perspective to the development of clinical studies that help identify early-stage breast cancer patients who are at high risk of disease recurrence and may benefit from additional monitoring or therapy. With respect to Shield, in December 2022, we announced that the ECLIPSE study, a registrational study evaluating the performance of our Shield blood test for detecting colorectal cancer in average-risk adults, met co-primary endpoints. The test demonstrated 83% sensitivity in detecting individuals with colorectal cancer. Specificity was 90% in both individuals without advanced neoplasia and in those who had a negative colonoscopy result. These results exceed the performance criteria set forth by the CMS for reimbursement. This test also demonstrated 13% sensitivity in detecting advanced adenomas. Based on these study results, in March 2023, we submitted a PMA to the FDA for our Shield blood test. The FDA’s Molecular and Clinical Genetics Panel of the Medical Devices Advisory Committee intends to review the PMA. In addition, to evaluate the performance of our investigational, next-generation Shield assay in detecting lung cancer in high-risk individuals ages 50-80, in January 2022, we enrolled the first patient in a nearly 10,000-patient prospective, registrational study, which we refer to as the SHIELD LUNG study. We have expended considerable resources, and expect to increase such expenditures over the next few years, to support our research and development programs with the goal of fueling further innovation.

Current wording

•Research and development. A significant aspect of our business is our investment in research and development, including the development of new products. In particular, we have invested heavily in clinical studies as we believe these studies are critical to gaining physician adoption and driving favorable coverage decisions by payers. With respect to Guardant Reveal, in October 2021, we initiated a 1,000-patient prospective, observational, multi-center study, which we refer to as the ORACLE study, designed to evaluate the performance of our Guardant Reveal liquid biopsy test to predict cancer recurrence after curative intent treatment, across 11 solid tumor types. In addition, with respect to Guardant Reveal, in December 2022, we entered into a partnership with Susan G. Komen®, the world’s leading breast cancer organization, to bring the patient perspective to the development of clinical studies that help identify early-stage breast cancer patients who are at high risk of disease recurrence and may benefit from additional monitoring or therapy. With respect to Shield, in December 2022, we announced that the ECLIPSE study, a registrational study evaluating the performance of our Shield blood test for detecting colorectal cancer in average-risk adults, met co-primary endpoints. The test demonstrated 83% sensitivity in detecting individuals with colorectal cancer. Specificity was 90% in both individuals without advanced neoplasia and in those who had a negative colonoscopy result. These results exceed the performance criteria set forth by the CMS for reimbursement. This test also demonstrated 13% sensitivity in detecting advanced adenomas. Based on these study results, in March 2023, we submitted a PMA to the FDA for our Shield blood test. In July 2024, we received FDA approval of our Shield blood test for colorectal cancer screening in adults age 45 and older who are at average risk for the disease, and in August 2024, our Shield blood test became commercially available in the U.S. as the first blood test approved by the FDA for primary colorectal cancer screening, meaning healthcare providers can offer Shield in a manner similar to all other non-invasive methods recommended in screening guidelines. Shield is also the first blood test for colorectal cancer screening that meets coverage requirements by Medicare. To clinically validate the performance of our next-generation Shield blood test in lung cancer screening in high-risk individuals ages 50-80, in January 2022, we initiated a nearly 10,000-patient prospective, registrational study, which we refer to as the SHIELD LUNG study. In addition, in January 2025, our Shield multi-cancer detection, or MCD, test was selected for the Vanguard study funded by the National Cancer Institute, part of the National Institutes of Health. The Vanguard study is a four-year pilot study which will enroll up to 24,000 people to inform the design of a randomized controlled trial evaluating the use of MCD tests for ca…

Excerpt shortened here; the source contains the full paragraph.

Previous wording

In May 2018, we formed and capitalized Guardant Health AMEA, Inc., with SoftBank, relating to the sale, marketing and distribution of our tests generally outside the Americas and Europe, and to accelerate commercialization of our products in Asia, the Middle East and Africa. In June 2022, we purchased all of the shares held by SoftBank and its affiliates, and upon completion of the transaction, we obtained full control over operations of Guardant Health AMEA, Inc. throughout the Asia, Middle East and Africa region. In February 2022, we received CAP accreditation, and in October 2022, we received IVD sample processing approval from the MHLW for our laboratory in Japan. In addition, in July 2023, the MHLW granted national reimbursement approval for our Guardant360 CDx test for patients with advanced or metastatic solid tumor cancers in Japan.

Current wording

In May 2018, we formed and capitalized Guardant Health AMEA, Inc., with SoftBank, relating to the sale, marketing and distribution of our tests generally outside the Americas and Europe, and to accelerate commercialization of our products in Asia, the Middle East and Africa. In June 2022, we purchased all of the shares held by SoftBank and its affiliates, and upon completion of the transaction, we obtained full control over operations of Guardant Health AMEA, Inc. In July 2023, Japan's Ministry of Health, Labour and Welfare granted national reimbursement approval for our Guardant360 CDx test for patients with advanced or metastatic solid tumor cancers in Japan.

Previous wording

In December 2020, we signed our first public private partnership agreement with Vall D'Hebron Institute of Oncology, or VHIO, one of Europe’s leading cancer research institutions, and in May 2022, the first blood-based cancer testing services in Europe based on our digital sequencing platform became available at the VHIO testing facility in Spain. In October 2021, we signed a partnership agreement with The Royal Marsden NHS Foundation Trust, or Royal Marsden, a premier cancer center within the United Kingdom, or the UK, for patient care, research and teaching of all types of cancer, and in April 2023, the blood-based cancer testing services based on our digital sequencing platform became available at Royal Marsden testing facility in the UK.

Current wording

In December 2020, we signed our first public private partnership agreement with Vall D'Hebron Institute of Oncology, or VHIO, one of Europe’s leading cancer research institutions, and in May 2022, the first blood-based cancer testing services in Europe based on our digital sequencing platform became available at the VHIO testing facility in Spain. In October 2021, we signed a partnership agreement with The Royal Marsden NHS Foundation Trust, or Royal Marsden, a premier cancer center within the United Kingdom, or the UK, for patient care, research and teaching of all types of cancer, and in April 2023, the blood-based cancer testing services based on our digital sequencing platform became available at Royal Marsden testing facility in the UK. In September 2024, we signed a partnership agreement with the Agostino Gemelli University Polyclinic Foundation IRCCS, one of Italy’s largest and most renowned hospitals known for its advanced oncology services, including diagnostics, treatment, and research, to establish an in-house liquid biopsy testing service within its hospital system.

Previous wording

Precision oncology testing. Precision oncology testing revenue is generated from sales of our tests to clinical and biopharmaceutical customers, including those tests delivered by labs operated by our strategic partners. In the United States, through December 31, 2023, we generally performed tests as an out-of-network service provider without contracts with health insurance companies. We submit claims for payment for tests performed for patients covered by U.S. private payers. We also submit claims to Medicare for reimbursement for our Guardant360 CDx, Guardant360 LDT, Guardant360 TissueNext, Guardant Reveal and Guardant360 Response clinical testing performed for qualifying patients. Revenue from clinical tests for patients covered by Medicare represented approximately 43%, 45% and 45% of our precision oncology revenue from clinical customers for the years ended December 31, 2023, 2022 and 2021, respectively.

Current wording

Precision oncology testing. Precision oncology testing revenue is generated from sales of our tests to clinical and biopharmaceutical customers, including those tests delivered by labs operated by our strategic partners. In the United States, through December 31, 2024, we generally performed tests as an out-of-network service provider without contracts with health insurance companies. We submit claims for payment for tests performed for patients covered by U.S. private payers. We also submit claims to Medicare for reimbursement for our Guardant360 CDx, Guardant360 LDT, Guardant360 TissueNext, Guardant Reveal and Guardant360 Response clinical testing performed for qualifying patients. Precision oncology revenue from clinical tests for patients covered and administered by Medicare represented approximately 39%, 43% and 45% of our precision oncology revenue from clinical customers for the years ended December 31, 2024, 2023 and 2022, respectively.

Previous wording

Development services and other. Development services revenue primarily represents services that we provide to biopharmaceutical companies, large medical institutions and international laboratory partners. We collaborate with biopharmaceutical companies in the development and clinical studies of new drugs. As part of these collaborations, we provide services related to regulatory filings to support companion diagnostic device submissions for our test panels. Under these arrangements, we generate revenue from progression of our collaboration efforts, as well as from provision of on-going support. In addition to companion diagnostic development and regulatory approval services, we also provide other development services, including clinical study setup, monitoring and maintenance, testing development and support, GuardantConnect and GuardantINFORM. Other revenue includes amounts derived from licensing our technologies and kit fulfillment.

Current wording

Development services and other. Development services revenue primarily represents services that we provide to biopharmaceutical companies, large medical institutions and international laboratory partners. We collaborate with biopharmaceutical companies in the development and clinical studies of new drugs. As part of these collaborations, we provide services related to regulatory filings to support companion diagnostic device submissions for our test panels. Under these arrangements, we generate revenue from progression of our collaboration efforts, as well as from provision of on-going support. In addition to companion diagnostic development and regulatory approval services, we also provide other development services, including clinical study setup, monitoring and maintenance, testing development and support, GuardantConnect and GuardantINFORM. Other revenue includes amounts derived from licensing our technologies, kit fulfillment and delivery of our Shield screening tests.

Previous wording

Cost of development services and other. Cost of development services and other primarily includes costs incurred for the performance of development services requested by our biopharmaceutical customers, and costs associated with our partnership agreements and delivery of screening tests, which comprise of labor and material costs including any inventory write-downs. For development of new products, costs incurred before technological feasibility has been achieved are reported as research and development expenses, while costs incurred thereafter are reported as cost of revenue. Cost of development services and other will vary depending on the nature, timing and scope of customer projects.

Current wording

Cost of development services and other. Cost of development services and other primarily includes costs incurred for the performance of development services requested by our biopharmaceutical customers, and costs associated with our partnership agreements and delivery of Shield screening tests, which comprise of labor and material costs including any inventory write-downs. For development of new products, costs incurred before technological feasibility has been achieved are reported as research and development expenses, while costs incurred thereafter are reported as cost of revenue. Cost of development services and other will vary depending on the nature, timing and scope of customer projects.

Previous wording

Interest income consists of interest earned on our cash, cash equivalents and marketable debt securities.

Current wording

Interest income consists of interest earned on our cash, cash equivalents, restricted cash and marketable debt securities.

Previous wording

Other income (expense), net consists of foreign currency exchange gains and losses, fair value adjustments of marketable equity securities, and impairment of non-marketable equity securities and other related assets. We expect our foreign currency gains and losses to continue to fluctuate in the future due to changes in foreign currency exchange rates.

Current wording

Other income (expense), net consists of foreign currency exchange gains and losses, unrealized and realized gains and losses of marketable equity securities, and impairment of non-marketable equity securities and other related assets. We expect our foreign currency gains and losses to continue to fluctuate in the future due to changes in foreign currency exchange rates.

Previous wording

In November 2020, we granted restricted stock units with certain performance metrics, or PSUs, consisting of a performance period of 4 years combined with an additional service period requirement of six months should the vesting criteria be met. As of December 31, 2023, these PSUs had a grant-date fair value of approximately $25.7 million, net of forfeitures, however no compensation expense for these PSUs has been recorded to-date since the achievement of the performance metrics did not meet the criteria for accrual as of December 31, 2023. At each reporting date, we will continue to assess the likelihood of the performance criteria being met and will record a cumulative catch-up adjustment should the achievement of the performance metrics be determined to be probable. For example, had the achievement of the performance metrics been determined to be probable as of December 31, 2023, we would have recorded a total charge of $18.1 million, of which $1.7 million would have been recorded to cost of development services and other, and $6.8 million, $5.8 million and $3.8 million would have been recorded as components of research and development expense, sales and marketing expense, and general and administrative expense, respectively, in the consolidated statements of operations for the year ended December 31, 2023. In addition, any of these PSUs that remain unvested at the end of the performance period will be forfeited.

Current wording

In November 2020 and May 2021, we granted restricted stock units with certain performance metrics, or PSUs, consisting of a performance period of 4 years combined with an additional service period requirement of six months should the vesting criteria be met, with a grant date fair value of $113.40 per share and $148.19 per share, respectively. Before 2024, no compensation expense for these PSUs had been recorded since the achievement of the performance metrics did not meet the criteria for accrual. In 2024, the performance metrics of these PSUs were considered to be achieved; as such we recorded $24.8 million in stock-based compensation expense related to these PSUs, based on 219,161 shares granted with fair values of $113.40 per share and $148.19 per share, of which $2.4 million was recorded to cost of development services and other, and $11.8 million, $6.5 million and $4.1 million was recorded as components of research and development expense, sales and marketing expense, and general and administrative expense, respectively.

Previous wording

Total revenue was $563.9 million for the year ended December 31, 2023, compared to $449.5 million for the year ended December 31, 2022, an increase of $114.4 million, or 25%.

Current wording

Total revenue was $739.0 million for the year ended December 31, 2024, compared to $563.9 million for the year ended December 31, 2023, an increase of $175.1 million, or 31%.

Previous wording

Precision oncology testing revenue increased to $514.2 million for the year ended December 31, 2023, from $392.0 million for the year ended December 31, 2022, an increase of $122.2 million, or 31%.

Current wording

Precision oncology testing revenue increased to $687.9 million for the year ended December 31, 2024, from $514.2 million for the year ended December 31, 2023, an increase of $173.7 million, or 34%.

Previous wording

Precision oncology revenue from tests for clinical customers was $403.9 million for the year ended December 31, 2023, up 35% from $298.1 million for the year ended December 31, 2022. This increase in clinical testing revenue was driven primarily by an increase in sample volume. Total tests for clinical customers increased to approximately 172,900 for the year ended December 31, 2023, from approximately 124,800 for the year ended December 31, 2022.

Current wording

Precision oncology revenue from tests for clinical customers was $542.8 million for the year ended December 31, 2024, up 34% from $403.9 million for the year ended December 31, 2023. This increase in clinical testing revenue was driven primarily by an increase in sample volume and an increase in reimbursement for our tests. Total tests for clinical customers increased to approximately 206,700 for the year ended December 31, 2024, from approximately 172,900 for the year ended December 31, 2023. The increase in reimbursement for our tests for the year ended December 31, 2024 was primarily attributable to an increase in Medicare reimbursement for our Guardant360 LDT test to $5,000, effective January 1, 2024; and increases in Medicare Advantage and commercial payer reimbursement.

Previous wording

Precision oncology revenue from tests for biopharmaceutical customers was $110.4 million for the year ended December 31, 2023, up 17% from $94.0 million for the year ended December 31, 2022. This increase in revenue was primarily due to an increase in sample volume. Total tests for biopharmaceutical customers increased to approximately 29,900 for the year ended December 31, 2023, from approximately 26,000 for the year ended December 31, 2022.

Current wording

Precision oncology revenue from tests for biopharmaceutical customers was $145.1 million for the year ended December 31, 2024, up 31% from $110.4 million for the year ended December 31, 2023. This increase in revenue was primarily due to an increase in sample volume. Total tests for biopharmaceutical customers increased to approximately 40,500 for the year ended December 31, 2024, from approximately 29,900 for the year ended December 31, 2023.

Previous wording

Development services and other revenue decreased to $49.7 million for the year ended December 31, 2023, from $57.5 million for the year ended December 31, 2022, a decrease of $7.8 million, or 14%. This decrease in development services and other revenue was primarily due to revenue decrease of $6.9 million associated with our companion diagnostics collaboration projects and other service agreements with biopharmaceutical customers, and a reduction in royalty revenue of $3.8 million, partially offset by revenue increase from our data services of $2.4 million and partnership agreements of $1.4 million during the year ended December 31, 2023.

Current wording

Development services and other revenue increased to $51.1 million for the year ended December 31, 2024, from $49.7 million for the year ended December 31, 2023, an increase of $1.4 million, or 3%. This increase in development services and other revenue was primarily due to an increase of $9.1 million associated with our companion diagnostics collaboration projects and other service agreements with biopharmaceutical customers, partially offset by a decrease of $7.2 million associated with our partnership agreements, and a reduction of $3.2 million in royalty revenue. The increase in other revenue was also attributable to $4.1 million derived from the delivery of approximately 6,400 of our Shield screening tests for the three months ended December 31, 2024, following the FDA approval.

Previous wording

Total cost of revenue was $227.1 million for the year ended December 31, 2023, compared to $156.3 million for the year ended December 31, 2022, an increase of $70.7 million, or 45%.

Current wording

Total cost of revenue was $289.8 million for the year ended December 31, 2024, compared to $227.1 million for the year ended December 31, 2023, an increase of $62.7 million, or 28%.

Previous wording

Cost of precision oncology testing was $205.5 million for the year ended December 31, 2023, compared to $148.2 million for the year ended December 31, 2022, an increase of $57.3 million, or 39%. This increase in cost of precision oncology testing was primarily attributable to an increase in sample volumes, resulting in a $33.0 million increase in material costs, a $19.9 million increase in production labor and overhead costs, and a $4.0 million increase in other costs, including costs related to collection kits, freight, professional services and reporting of test results for physicians.

Current wording

Cost of precision oncology testing was $260.6 million for the year ended December 31, 2024, compared to $205.5 million for the year ended December 31, 2023, an increase of $55.1 million, or 27%. This increase in cost of precision oncology testing was primarily attributable to an increase in sample volumes and an increase in average cost per sample primarily due to changes in product mix, resulting in a $44.7 million increase in material costs, a $4.7 million increase in production labor and overhead costs, and a $4.6 million increase in other costs, including costs related to collection kits, freight and professional services.

Previous wording

Cost of development services and other was $21.5 million for the year ended December 31, 2023, compared to $8.1 million for the year ended December 31, 2022, an increase of $13.4 million. This increase in cost of development services and other was primarily due to costs associated with providing screening testing services which increased to $13.5 million for the year ended December 31, 2023, from $2.0 million for the year ended December 31, 2022, an increase of $11.5 million. The increase was also related to cost increase of $4.5 million associated with our partnership agreements, partially offset by cost decrease of $2.7 million associated with our companion diagnostics collaboration projects with biopharmaceutical customers during the year ended December 31, 2023.

Current wording

Cost of development services and other was $29.2 million for the year ended December 31, 2024, compared to $21.5 million for the year ended December 31, 2023, an increase of $7.7 million, or 36%. This increase in cost of development services and other was primarily due to an increase of $4.3 million associated with our companion diagnostics collaboration projects and other service agreements with biopharmaceutical customers, and an increase of $3.3 million associated with providing Shield screening tests during the year ended December 31, 2024.

Previous wording

General and administrative expenses were $155.8 million for the year ended December 31, 2023, compared to $164.0 million for the year ended December 31, 2022, a decrease of $8.2 million, or 5%. This decrease was primarily due to a decrease of $12.3 million in stock-based compensation, a decrease of $4.2 million in acquisition-related contingent consideration, a decrease of $2.7 million in information technology infrastructure costs, and a decrease of $1.9 million in office and administrative costs, partially offset by an increase of $7.5 million in severance costs related to a workforce reduction incurred in the first quarter of 2023, and an increase of $5.0 million in personnel costs.

Current wording

General and administrative expenses were $180.1 million for the year ended December 31, 2024, compared to $155.8 million for the year ended December 31, 2023, an increase of $24.3 million, or 16%. This increase was primarily due to an increase of $19.2 million in stock-based compensation, including $4.1 million related to the PSUs discussed in the Results of operation section above; and an increase of $12.4 million in other personnel costs; partially offset by a decrease of $7.5 million in severance costs related to a workforce reduction in the first quarter of 2023, and a decrease of $3.1 million in legal expenses.

Previous wording

Other income (expense), net was a $53.2 million income for the year ended December 31, 2023, primarily attributable to $79.7 million of unrealized gains recorded for our marketable equity security investment in Lunit, Inc., partially offset by $29.1 million of impairment recorded for our non-marketable equity security investments and other related assets during the period. Other income (expense), net was a $12.8 million expense for the year ended December 31, 2022, primarily due to $7.8 million of unrealized losses recorded for our marketable equity security investment in Lunit, Inc., and $5.3 million of impairment recorded for our non-marketable equity security investments and other related assets during the period.

Current wording

Other income (expense), net was a $42.6 million expense for the year ended December 31, 2024, primarily attributable to $44.4 million of net unrealized and realized losses recorded for our marketable equity security investment in Lunit, Inc. during the period. Other income (expense), net was a $53.2 million income for the year ended December 31, 2023, primarily due to $79.7 million of unrealized gains recorded for our marketable equity security investment in Lunit, Inc., partially offset by $29.1 million of impairment recorded for our non-marketable equity security investments and other related assets during the period.

Previous wording

We have incurred losses and negative cash flows from operations since our inception, and as of December 31, 2023, we had an accumulated deficit of $2.1 billion. We expect to incur additional operating losses in the near future and our operating expenses will increase as we continue to invest in clinical studies and develop new products, expand our sales organization, and increase our marketing efforts to drive market adoption of our tests. As demand for our tests are expected to continue to increase from physicians and biopharmaceutical companies, we anticipate that our capital expenditure requirements could also increase if we require additional laboratory capacity.

Current wording

We have incurred losses and negative cash flows from operations since our inception, and as of December 31, 2024, we had an accumulated deficit of $2.6 billion. We expect to incur additional operating losses in the near future and our operating expenses will increase as we continue to invest in clinical studies and develop new products, expand our sales organization, and increase our marketing efforts to drive market adoption of our tests. As demand for our tests are expected to continue to increase from physicians and biopharmaceutical companies, we anticipate that our capital expenditure requirements could also increase if we require additional laboratory capacity.

Previous wording

We have funded our operations to date principally from the sale of stock, convertible debt and through revenue from precision oncology testing and development services and other. As of December 31, 2023, we had cash and cash equivalents of $1.1 billion and marketable debt securities of $35.1 million. Cash in excess of immediate requirements is invested in accordance with our investment policy, primarily with a view to provide liquidity while ensuring capital preservation. Additionally, we have investments held in marketable debt securities consisting primarily of United States treasury securities that can be immediately liquid.

Current wording

We have funded our operations to date principally from the sale of stock, convertible debt and through revenue from precision oncology testing and development services and other. As of December 31, 2024, we had cash, cash equivalents, restricted cash and marketable debt securities of $944.2 million. Cash in excess of immediate requirements is invested in accordance with our investment policy, primarily with a view to provide liquidity while ensuring capital preservation. Additionally, we have investments held in marketable debt securities consisting primarily of United States treasury securities that can be immediately liquid.

Previous wording

Based on our current business plan, we believe our current cash, cash equivalents and marketable debt securities and anticipated cash flows from operations, will be sufficient to meet our anticipated cash requirements for more than 12 months from the date of this Annual Report on Form 10-K. We may consider raising additional capital to expand our business, to pursue strategic investments, to take advantage of financing opportunities or for other reasons. As revenue from precision oncology testing and development services and other is expected to grow long-term, we expect our accounts receivable and inventory balances to increase. Any increase in accounts receivable and inventory may not be completely offset by increases in accounts payable and accrued liabilities, which could impact our working capital balances.

Current wording

Based on our current business plan, we believe our current cash, cash equivalents, restricted cash and marketable debt securities and anticipated cash flows from operations, will be sufficient to meet our anticipated cash requirements for more than 12 months from the date of this Annual Report on Form 10-K. We may consider raising additional capital to expand our business, to pursue strategic investments, to take advantage of financing opportunities or for other reasons. As revenue from precision oncology testing and development services and other is expected to grow long-term, we expect our accounts receivable and inventory balances to increase. Any increase in accounts receivable and inventory may not be completely offset by increases in accounts payable and accrued liabilities, which could impact our working capital balances.

Previous wording

If our available cash, cash equivalents and marketable debt securities and anticipated cash flows from operations are insufficient to satisfy our liquidity requirements because of lower demand for our products as a result of lower than currently expected rates of reimbursement from our customers or other risks described in this Annual Report on Form 10-K, we may seek to sell additional common or preferred equity or convertible debt securities, enter into a credit facility or another form of third-party funding or seek other debt financing. The sale of equity and convertible debt securities may result in dilution to our stockholders and, in the case of preferred equity securities or convertible debt, those securities could provide for rights, preferences or privileges senior to those of our common stock. The terms of debt securities issued or borrowings pursuant to a credit agreement could impose significant restrictions on our operations. If we raise funds through collaborations and licensing arrangements, we might be required to relinquish significant rights to our platform technologies or products or grant licenses on terms that are not favorable to us. Additional capital may not be available to us on reasonable terms, or at all.

Current wording

If our available cash, cash equivalents, restricted cash and marketable debt securities and anticipated cash flows from operations are insufficient to satisfy our liquidity requirements because of lower demand for our products as a result of lower than currently expected rates of reimbursement from our customers or other risks described in this Annual Report on Form 10-K, we may seek to sell additional common or preferred equity or convertible debt securities, enter into a credit facility or another form of third-party funding or seek other debt financing. The sale of equity and convertible debt securities may result in dilution to our stockholders and, in the case of preferred equity securities or convertible debt, those securities could provide for rights, preferences or privileges senior to those of our common stock. The terms of debt securities issued or borrowings pursuant to a credit agreement could impose significant restrictions on our operations. If we raise funds through collaborations and licensing arrangements, we might be required to relinquish significant rights to our platform technologies or products or grant licenses on terms that are not favorable to us. Additional capital may not be available to us on reasonable terms, or at all.

Previous wording

Cash used in operating activities during the year ended December 31, 2022 was $309.5 million, which resulted from a net loss of $654.6 million, partially offset by non-cash charges of $283.6 million and cash effect of changes in our operating assets and liabilities of $61.6 million. Non-cash charges primarily consisted of $99.8 million of fair value adjustments of noncontrolling interest liability in connection with the Joint Venture Acquisition, $94.7 million of stock-based compensation, $36.0 million of depreciation and amortization, $28.6 million of operating lease costs, $7.8 million of unrealized losses on marketable equity security investment in Lunit, inc., $5.3 million of impairment on non-marketable equity security investments and other related assets, $4.6 million of amortization of premium on marketable debt securities, and $4.3 million of acquisition-related contingent consideration. The cash effect of changes in our operating assets and liabilities was primarily the result of a $60.3 million increase in accounts payable and accrued liabilities, primarily due to increase in purchases of goods and services, increased personnel and increase in accrued and other liabilities, a $20.4 million decrease in prepaid expenses and other current assets, net primarily driven by a $25.0 million one-time payment pursuant to a settlement and license agreement entered into in December 2021, a $11.7 million decrease in other assets, net and a $9.9 million increase in deferred revenue primarily due to upfront payments from international laboratory partners, partially offset by a $20.9 million increase in inventory, net due to forecasted higher testing volumes, and increased inventory level to offset potential disruption in supply chain, and a $20.2 million payment of operating lease liabilities net of receipt of tenant improvement allowance.

Current wording

Cash used in operating activities during the year ended December 31, 2024 was $239.9 million, which resulted from a net loss of $436.4 million and changes in our operating assets and liabilities of $60.9 million, partially offset by non-cash charges of $257.4 million. Non-cash charges primarily consisted of $140.4 million of stock-based compensation, $44.4 million of net unrealized and realized losses on marketable equity security investment in Lunit, inc., $42.4 million of depreciation and amortization, and $31.1 million of operating lease costs, partially offset by $6.8 million of amortization of discount on marketable debt securities. The changes in our operating assets and liabilities was primarily the result of a $36.1 million payment of operating lease liabilities net of receipt of tenant improvement allowance, a $21.4 million increase in accounts receivable, net, a $9.1 million increase in inventory, net, a $7.7 million increase in prepaid expenses and other current assets, net, and a $2.8 million decrease in accounts payable and accrued liabilities; partially offset by a $18.7 million increase in deferred revenue.

Previous wording

Cash used in operating activities during the year ended December 31, 2023 was $325.0 million, which resulted from a net loss of $479.4 million, partially offset by non-cash charges of $100.6 million and cash effect of changes in our operating assets and liabilities of $53.8 million. Non-cash charges primarily consisted of $90.8 million of stock-based compensation, $42.9 million of depreciation and amortization, $29.7 million of operating lease costs, and $29.1 million of impairment on non-marketable equity security investments and other related assets, partially offset by $79.7 million of unrealized gains on marketable equity security investment in Lunit, inc., and $13.6 million of amortization of discount on marketable debt securities. The cash effect of changes in our operating assets and liabilities was primarily the result of a $88.6 million increase in accounts payable and accrued liabilities, primarily due to a legal accrual of $83.4 million in connection with a jury verdict entered in favor of TwinStrand Biosciences, Inc. and the University of Washington in November 2023, and a $8.4 million decrease in accounts receivable, net, partially offset by a $31.5 million payment of operating lease liabilities net of receipt of tenant improvement allowance, a $10.4 million increase in inventory, net due to forecasted higher testing volumes, and a $4.3 million increase in prepaid expenses and other current assets, net.

Current wording

Cash used in operating activities during the year ended December 31, 2023 was $325.0 million, which resulted from a net loss of $479.4 million, partially offset by non-cash charges of $100.6 million and changes in our operating assets and liabilities of $53.8 million. Non-cash charges primarily consisted of $90.8 million of stock-based compensation, $42.9 million of depreciation and amortization, $29.7 million of operating lease costs, and $29.1 million of impairment on non-marketable equity security investments and other related assets; partially offset by $79.7 million of unrealized gains on marketable equity security investment in Lunit, inc., and $13.6 million of amortization of discount on marketable debt securities. The changes in our operating assets and liabilities was primarily the result of a legal accrual of $83.4 million in connection with a jury verdict entered in favor of TwinStrand Biosciences, Inc. and the University of Washington in November 2023, a $8.4 million decrease in accounts receivable, net, and a $5.2 million increase in accounts payable and accrued liabilities; partially offset by a $31.5 million payment of operating lease liabilities net of receipt of tenant improvement allowance, a $10.4 million increase in inventory, net due to forecasted higher testing volumes, and a $4.3 million increase in prepaid expenses and other current assets, net.

Previous wording

Cash provided by investing activities during the year ended December 31, 2022 was $149.8 million, which resulted primarily from maturities of marketable debt securities of $555.0 million, partially offset by purchases of marketable debt securities of $303.8 million, purchases of property and equipment of $77.5 million, and purchases of non-marketable equity security investments and other related assets of $24.0 million.

Current wording

Cash used in investing activities during the year ended December 31, 2024 was $261.3 million, which resulted primarily from purchases of marketable debt securities of $307.3 million, purchases of property and equipment of $35.1 million, and purchases of non-marketable equity security investments of $7.5 million; partially offset by sales of marketable equity security investment in Lunit, Inc. of $53.6 million and maturities of marketable debt securities of $35.0 million.

Previous wording

Cash used in financing activities during the year ended December 31, 2022 was $189.1 million, which was primarily attributable to consideration payment for the Joint Venture Acquisition of $177.8 million, payment for the tender offer in connection with the Joint Venture Acquisition and acquisition related costs of $14.2 million, and taxes paid related to net share settlement of restricted stock units of $7.9 million, partially offset by proceeds of $9.3 million from issuances of common stock under our employee stock purchase plan.

Current wording

Cash used in financing activities during the year ended December 31, 2024 was $1.0 million, which was primarily attributable to employee taxes paid related to settlement of restricted stock units of $15.7 million, partially offset by proceeds from issuances of common stock under our employee stock purchase plan of $11.7 million and proceeds from exercise of stock options of $3.1 million.

Previous wording

Cash provided by financing activities during the year ended December 31, 2023 was $477.4 million, which was primarily attributable to proceeds of $493.1 million from equity offerings, and proceeds of $10.2 million from issuances of common stock under our employee stock purchase plan, partially offset by payment of equity offering costs of $21.1 million, and taxes paid related to net share settlement of restricted stock units of $11.2 million.

Current wording

Cash provided by financing activities during the year ended December 31, 2023 was $477.4 million, which was primarily attributable to proceeds from equity offerings of $493.1 million, and proceeds from issuances of common stock under our employee stock purchase plan of $10.2 million; partially offset by payment of equity offering costs of $21.1 million, and employee taxes paid related to settlement of restricted stock units of $11.2 million.

Previous wording

We derive revenue from the provision of precision oncology testing services, as well as from development services and other. Precision oncology testing revenue includes amount derived from the delivery of our precision oncology tests, including those tests delivered by labs operated by our strategic partners. Development services include companion diagnostic development and regulatory approval, clinical study setup, monitoring and maintenance, testing development and support, GuardantConnect and GuardantINFORM. Other revenue includes amounts derived from licensing our technologies, and kit fulfillment. We currently receive payments from third-party commercial and governmental payers, certain hospitals and oncology centers and individual patients, as well as biopharmaceutical companies, research institutes, international laboratory partners and distributors.

Current wording

We derive revenue from the provision of precision oncology testing services, as well as from development services and other. Precision oncology testing revenue includes amounts derived from the delivery of our precision oncology tests, including those tests delivered by labs operated by our strategic partners. Development services include companion diagnostic development and regulatory approval, clinical study setup, monitoring and maintenance, testing development and support, GuardantConnect and GuardantINFORM. Other revenue includes amounts derived from licensing our technologies, kit fulfillment, and delivery of our Shield screening tests. We currently receive payments from third-party commercial and governmental payers, certain hospitals and oncology centers and individual patients, as well as biopharmaceutical companies, research institutes, international laboratory partners and distributors.

Previous wording

We recognize revenue from the sale of our precision oncology tests for clinical customers, including certain hospitals, cancer centers, other institutions and patients, at the time results of the test are reported to physicians. Most precision oncology tests requested by clinical customers are sold without a written agreement; however, we determine an implied contract exists with our clinical customers. We identify each sale of our test to a clinical customer as a single performance obligation. With the exception of certain limited contracted arrangements with insurance carriers and other institutions where the transaction price is fixed, a stated contract price does not exist and the transaction price for each implied contract with our clinical customers represents variable consideration. We estimate the variable consideration under the portfolio approach and consider the historical reimbursement data from third-party commercial and governmental payers and patients, as well as known or anticipated reimbursement trends not reflected in the historical data. We monitor the estimated amount to be collected in the portfolio at each reporting period based on actual cash collections in order to assess whether a revision to the estimate is required. Both the estimate and any subsequent revision contain uncertainty and require the use of significant judgment in the estimation of the variable consideration and application of the constraint for such variable consideration. We analyze actual cash collections over the expected reimbursement period and compare it with the estimated variable consideration for each portfolio and any difference is recognized as an adjustment to estimated revenue after the expected reimbursement period, subject to assessment of the risk of future revenue reversal.

Current wording

We recognize revenue from the sale of our precision oncology tests for clinical customers, including certain hospitals, cancer centers, other institutions and patients, at the time results of the test are reported to physicians. Most precision oncology tests requested by clinical customers are sold without a written agreement; however, we determine an implied contract exists with our clinical customers. We identify each sale of our test to a clinical customer as a single performance obligation. With the exception of certain limited contracted arrangements with insurance carriers and other institutions where the transaction price is fixed, a stated contract price does not exist and the transaction price for each implied contract with our clinical customers represents variable consideration. We estimate the variable consideration under the portfolio approach and consider the historical reimbursement data from third-party commercial and governmental payers and patients, as well as known or anticipated reimbursement trends not reflected in the historical data. We monitor the estimated amount to be collected in the portfolio at each reporting period based on actual cash collections in order to assess whether a revision to the estimate is required. Both the estimate and any subsequent revision contain uncertainty and require the use of significant judgment in the estimation of the variable consideration and application of the constraint for such variable consideration. We analyze actual cash collections over the expected reimbursement period and compare it with the estimated variable consideration for each portfolio and any difference is recognized as an adjustment to estimated revenue after the expected reimbursement period, subject to assessment of the risk of cumulative future revenue reversal.

Previous wording

Revenue from sales of precision oncology tests to biopharmaceutical customers are based on a negotiated price per test or on the basis of an agreement to provide certain testing volume over a defined period. We identify our promise to transfer a series of distinct tests to biopharmaceutical customers as a single performance obligation. Precision oncology tests to biopharmaceutical customers are generally billed at a fixed price for each test performed. For agreements involving testing volume to be satisfied over a defined period, revenue is recognized over time based on the number of tests performed as the performance obligation is satisfied over time. Results of our precision oncology services are delivered electronically, and as such there are no shipping or handling fees incurred by us or billed to customers.

Current wording

Revenue from sales of precision oncology tests to biopharmaceutical customers are based on a negotiated price per test or on the basis of an agreement to provide certain testing volume over a defined period. We identify our promise to transfer a number of distinct tests to biopharmaceutical customers as a single performance obligation. Precision oncology tests to biopharmaceutical customers are generally billed at a fixed price for each test performed. For agreements involving testing volume to be satisfied over a defined period, revenue is recognized over time based on the number of tests performed as the performance obligation is satisfied over time. Results of our precision oncology services are delivered electronically, and as such there are no shipping or handling fees incurred by us or billed to customers.

Previous wording

We collaborate with biopharmaceutical companies in the development of new drugs. As part of these collaborations, we provide services related to regulatory filings to support companion diagnostic device submissions for our testing panels. Under these collaborations, we generate revenue from achievement of milestones, as well as provision of on-going support. For the companion diagnostic development and regulatory approval services performed, we are compensated through a combination of an upfront fee and performance-based, non-refundable regulatory and other developmental milestone payments. The transaction price of these contracts typically represents variable consideration. Application of the constraint for variable consideration to milestone payments is an area that requires significant judgment. We evaluate factors such as the scientific, clinical, regulatory, commercial, and other risks that must be managed to achieve the respective milestone and the level of effort and investment required to achieve the respective milestone. In making this assessment, we consider our historical experience with similar milestones, the degree of complexity and uncertainty associated with each milestone, and whether achievement of the milestone is dependent on parties other than us. The constraint for variable consideration is applied such that it is probable a significant reversal of revenue will not occur when the uncertainty associated with the contingency is resolved. Application of the constraint for variable consideration is assessed and updated at each reporting period as a revision to the estimated transaction price.

Current wording

We collaborate with biopharmaceutical companies in the development of new drugs. As part of these collaborations, we provide services related to regulatory filings to support companion diagnostic device submissions for our testing panels. Under these collaborations, we generate revenue from achievement of milestones, as well as provision of on-going support. For the companion diagnostic development and regulatory approval services performed, we are compensated through a combination of an upfront fee and performance-based, non-refundable regulatory and other developmental milestone payments. The transaction price of these contracts typically represents variable consideration. Application of the constraint for variable consideration to milestone payments is an area that requires significant judgment. We evaluate factors such as the scientific, clinical, regulatory, commercial, and other risks that must be managed to achieve the respective milestone and the level of effort and investment required to achieve the respective milestone. In making this assessment, we consider our historical experience with similar milestones, the degree of complexity and uncertainty associated with each milestone, and whether achievement of the milestone is dependent on parties other than us. The constraint for variable consideration is applied to the transaction price such that it is probable a significant cumulative reversal of revenue will not occur when the uncertainty associated with the contingency is resolved. Application of the constraint for variable consideration is assessed and updated at each reporting period as a revision to the estimated transaction price.

Previous wording

In addition, we license our digital sequencing technologies to our domestic customers and international laboratory partners. For the licensed technology, we are compensated through royalty-based payments, non-refundable upfront payments, guaranteed minimum payments, and/or sample milestone payments. Depending on the nature of the technology licensing arrangements, and considering factors including but not limited to enforceable right to payment and payment terms, and if an asset with alternative use is created, these technology licensing revenues are recognized in the period when royalty-bearing sales occur, when the technology transfer is complete or over the technology transfer period. Other revenue also includes kit fulfillment which is recognized when such products are delivered.

Current wording

In addition, we license our digital sequencing technologies to our domestic customers and international laboratory partners. For the licensed technology, we are compensated through royalty-based payments, non-refundable upfront payments, guaranteed minimum payments, and/or sample milestone payments. Depending on the nature of the technology licensing arrangements, and considering factors including but not limited to enforceable right to payment and payment terms, and if an asset with alternative use is created, these technology licensing revenues are recognized in the period when royalty-bearing sales occur, when the technology transfer is complete, or over the technology transfer period. Other revenue also includes kit fulfillment, which is recognized when such products are delivered. In addition, other revenue includes amounts derived from delivery of our Shield screening tests.

Previous wording

We measure the grant date fair value of our service-based and performance-based restricted stock units issued to employees and non-employees based on the closing market price of the common stock on the date of grant. For restricted stock units with only service-based vesting conditions, compensation expense is recognized on a straight-line basis over the requisite service period. Compensation expense for restricted stock units with performance metrics, or PSUs, is calculated based upon expected achievement of the metrics specified in the grant, and is recognized using an accelerated attribution model over the requisite service period for each separately vesting portion of the award. No stock-based compensation expense is recorded for PSUs, unless it is determined to be probable that the related performance metrics will be met. Any PSUs that remain unvested at the end of the performance period will be forfeited. Forfeitures are accounted for as they occur.

Current wording

We measure the grant date fair value of our service-based and performance-based restricted stock units issued to employees and non-employees based on the closing market price of the common stock on the date of grant. For restricted stock units with only service-based vesting conditions, compensation expense is recognized on a straight-line basis over the requisite service period. Compensation expense for restricted stock units with performance metrics, or PSUs, is calculated based upon expected achievement of the metrics specified in the grant, and is recognized using an accelerated attribution model over the requisite service period for each separately vesting portion of the award. No stock-based compensation expense is recorded for PSUs, unless it is determined to be probable that the related performance metrics will be met. In addition, a cumulative adjustment will be recorded in the period when the probability of achieving the related performance metrics is adjusted. Any PSUs that remain unvested at the end of the performance period will be forfeited. Forfeitures are accounted for as they occur.

Previous wording

We measure stock-based compensation expense for stock options granted to our employees, directors, and non-employee consultants on the date of grant based on the fair value of the awards and recognize the corresponding compensation expense of those awards over the requisite service period, which is generally the vesting period of the respective awards. Compensation expense for stock options with performance metrics is calculated based upon expected achievement of the metrics specified in the grant.

Current wording

We measure stock-based compensation expense for stock options granted to our employees, directors, and non-employees on the date of grant based on the fair value of the awards and recognize the corresponding compensation expense of those awards over the requisite service period, which is generally the vesting period of the respective awards. Compensation expense for stock options with performance metrics is calculated based upon expected achievement of the metrics specified in the grant.