Biggest changeThe table below summarizes the stock-based compensation expense recognized in our statements of operations by classification (in thousands): Year Ended December 31, 2022 2021 Cost of product revenue $ 608 $ 471 Cost of service and other revenue 819 403 Research and development 1,639 1,807 General and administrative 12,376 13,294 Total stock-based compensation $ 15,442 $ 15,975 As of December 31, 2022, we had $33.9 million of total unrecognized stock-based compensation costs which we expect to recognize over a weighted-average period of 2.9 years. 76 Table of Contents Results of Operations Comparison of the Years Ended December 31, 2022, and December 31, 2021 (dollars in thousands): Year Ended December 31, 2022 2021 Increase (Decrease) % of % of revenue revenue Amount % Product revenue $ 69,808 66 % $ 81,062 73 % $ (11,254) (14) % Service and other revenue 34,495 33 % 23,629 21 % 10,866 46 % Collaboration revenue 649 0.5 % 648 1 % 1 0 % Grant revenue 570 0.5 % 5,217 5 % (4,647) (89) % Total revenue 105,522 100 % 110,556 100 % (5,034) (5) % Cost of goods sold: Cost of product revenue 40,809 39 % 34,149 31 % 6,660 20 % Cost of service and other revenue 17,907 17 % 14,679 13 % 3,228 22 % Cost of collaboration and license revenue — — % — — % — — % Total costs of goods sold, services, and licenses 58,716 56 % 48,828 44 % 9,888 20 % Gross profit 46,806 44 % 61,728 56 % (14,922) (24) % Operating expenses: Research and Development Expense 25,890 25 % 27,978 25 % (2,088) (7) % Selling, general and administrative 91,995 87 % 92,336 84 % (341) (0) % Other lease costs 1,278 1 % — — % 1,278 100 % Restructuring 3,755 4 % — — % 3,755 100 % Goodwill impairment 8,220 8 % — — % 8,220 100 % Impairment expense 17,372 16 % — — % 17,372 100 % Total operating expenses 148,510 141 % 120,314 109 % 28,196 23 % Loss from operations (101,704) (96) % (58,586) (53) % (43,118) (74) % Interest income (expense), net 5,131 5 % (403) — % 5,534 1,373 % Other (expense) income, net (62) — % 1,265 1 % (1,327) (105) % Loss before income taxes (96,635) (92) % (57,724) (52) % (38,911) (67) % Income tax (expense) benefit (65) — % 36 — % (101) (281) % Net loss $ (96,700) (92) % $ (57,688) (52) % $ (39,012) (68) % Revenue Revenue decreased by $5.0 million, or 5%, to $105.5 million for the year ended December 31, 2022 as compared to $110.6 million for the year ended December 31, 2021.
Biggest changeComparison of Results of Operations for Years Ended December 31, 2023 and 2022: The following table sets forth select Consolidated Statements of Operations data, and such data as a percentage of total revenues (in thousands, except percentages): Year Ended December 31, Increase (Decrease) 2023 % of revenue 2022 % of revenue Amount % Revenues: Product revenue $ 79,460 65 % $ 69,808 66 % $ 9,652 14 % Service and other revenue 40,299 33 % 34,495 33 % 5,804 17 % Collaboration and license revenue 1,380 1 % 649 1 % 731 113 % Grant revenue 1,229 1 % 570 1 % 659 116 % Total revenues 122,368 100 % 105,522 100 % 16,846 16 % Costs of goods sold and services: Cost of product revenue 32,636 27 % 40,809 39 % (8,173) (20) % Cost of service and other revenue 19,086 16 % 17,907 17 % 1,179 7 % Total costs of goods sold and services 51,722 42 % 58,716 56 % (6,994) (12) % Gross profit 70,646 58 % 46,806 44 % 23,840 51 % Operating expenses: Research and development 24,857 20 % 25,890 25 % (1,033) (4) % Selling, general and administrative 90,241 74 % 91,995 87 % (1,754) (2) % Other lease costs 3,712 3 % 1,278 1 % 2,434 191 % Impairment and restructuring 1,537 1 % 29,347 28 % (27,810) (95) % Total operating expenses 120,347 98 % 148,510 141 % (28,163) (19) % Loss from operations (49,701) (41) % (101,704) (96) % 52,003 51 % Interest income 15,839 13 % 5,131 5 % 10,708 209 % Other income (expense), net 2,247 2 % (62) — % 2,309 3,702 % Loss before income taxes (31,615) (26) % (96,635) (92) % 65,020 67 % Income tax expense (719) (1) % (65) — % (654) (1,007) % Net loss $ (32,334) (26) % $ (96,700) (92) % $ 64,366 67 % 47 Table of Contents Revenues Total revenues increased $16.8 million, or 16%, to $122.4 million for the year ended December 31, 2023, compared to $105.5 million for the year ended December 31, 2022.
To the extent the classification of these shipping and handling costs differs from the classification used by other companies, our gross margins may not be comparable with those reported by such other companies.
To the extent our classification of these shipping and handling costs differs from the classification used by other companies, our gross margins may not be comparable with those reported by such other companies.
We cannot guarantee that we will be able to obtain additional funds on acceptable terms, or at all. If we raise additional funds by issuing equity or equity-linked securities, our stockholders may experience dilution. Future debt financing, if available, may involve covenants restricting our operations or our ability to incur additional debt.
If needed, we cannot guarantee that we will be able to obtain additional funds on acceptable terms, or at all. If we raise additional funds by issuing equity or equity-linked securities, our stockholders may experience dilution. Future debt financing, if available, may involve covenants restricting our operations or our ability to incur additional debt.
Our instruments are designed to be used either with assays fully developed by us, including all antibodies and supplies required to run the tests, or with “homebrew” kits where we supply some of the components required for testing, and the customer supplies the remaining required elements. Accordingly, our installed instruments generate a recurring revenue stream.
Our instruments are designed to be used either with assays fully developed by us, including all antibodies and supplies required to run the assays, or with “homebrew” assay kits where we supply some of the components required for testing, and the customer supplies the remaining required elements. Accordingly, our installed instruments generate a recurring revenue stream.
Our liquidity requirements have historically consisted, and we expect that they will continue to consist, of sales and marketing expenses, research and development expenses, working capital, debt service and general corporate expenses.
Our liquidity requirements have consisted, and we expect that they will continue to consist, of sales and marketing expenses, research and development expenses, working capital, and general corporate expenses.
Item 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following discussion and analysis provides information management believes to be relevant to understanding the financial condition and results of operations of Quanterix Corporation for the years ended December 31, 2022, and 2021.
ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND R ESULTS OF OPERATIONS The following discussion and analysis provides information management believes to be relevant to understanding the financial condition and results of operations of Quanterix Corporation for the years ended December 31, 2023 and 2022.
We recognize revenues from sales- or usage-based royalty revenue at the later of when the sales or usage occurs and the satisfaction or partial satisfaction of the performance obligation to which the royalty has been allocated.
Under this exception, we recognize revenues from sales- or usage-based royalty revenue at the later of when the sales or usage occurs or the satisfaction (or partial satisfaction) of the performance obligation to which the royalty has been allocated.
Management uses these non-GAAP measures to evaluate our operating performance in a manner that allows for meaningful period-to-period comparison and analysis of trends in our business and our competitors.
We use these non-GAAP measures to evaluate our operating performance in a manner that allows for meaningful period-to-period comparison and analysis of trends in our business and our competitors.
If we do not have or are not 81 Table of Contents able to obtain sufficient funds, we may have to delay development or commercialization of our products. We also may have to reduce marketing, customer support or other resources devoted to our products or cease operations.
If we do not have or are not able to obtain sufficient funds, if needed, we may have to delay development or commercialization of our products and services. We also may have to reduce marketing, customer support or other resources devoted to our products, or cease operations.
Management’s Discussion and Analysis of Financial Condition and Results of Operations in our Annual Report on Form 10-K for the year ended December 31, 2021 . Overview We are a life sciences company that has developed next-generation, ultra-sensitive digital immunoassay platforms that advance life sciences research and diagnostics. Our platforms are based on our proprietary digital “Simoa” detection technology.
Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the year ended December 31, 2022 . Overview We are a life sciences company that has developed next-generation, ultra-sensitive digital immunoassay platforms that advance life sciences research and diagnostics.
We also provide contract research services for customers through our CLIA-certified Accelerator Laboratory. The Accelerator Laboratory provides customers with access to Simoa technology, and supports multiple projects and services, including sample testing, homebrew assay development and custom assay development.
We also provide contract research services for customers and Laboratory Developed Test (“LDT”) services through our CLIA-certified Accelerator Laboratory (the “Accelerator Laboratory”). The Accelerator Laboratory provides customers with access to Simoa technology, and supports multiple projects and services, including sample testing, homebrew assay development, custom assay development, and blood-based biomarker testing.
Management believes that presentation of non-GAAP gross margin provides useful information to investors in assessing our operating performance within our industry and in order to allow 69 Table of Contents comparability to the presentation of other companies in our industry where shipping and handling costs are included in cost of goods sold for products.
We believe that presentation of these non-GAAP measures provides useful information to investors in assessing our operating performance within our industry and to allow comparability to the presentation of other companies in our industry where shipping and handling costs are included in cost of goods sold for products.
Selling, General and Administrative Expenses Selling, general and administrative expenses consist primarily of personnel costs for our sales and marketing, finance, legal, human resources and general management, costs associated with shipping and handling for product sales, other general and administrative costs, as well as professional services costs, such as marketing, advertising, legal and accounting services in addition to allocated overhead costs that include facility and other overhead costs.
Selling, General and Administrative Expense Selling, general and administrative expense consists of personnel costs for our sales and marketing, finance, legal, human resources, and general management teams, shipping and handling for product sales, other general and administrative costs, as well as professional services costs, such as marketing, advertising, legal and accounting services, and allocated overhead costs that include facility and other related costs.
We sell our instruments, consumables and services to the life science, pharmaceutical and diagnostics industries through a direct sales force and support organizations in North America and Europe, and through distributors or sales agents in select markets, including Australia, Brazil, China, Czech Republic, India, Hong Kong, Israel, Japan, New Zealand, Qatar, Saudi Arabia, Singapore, South Africa, South Korea, Taiwan, and UAE.
We sell our instruments, consumables, and services through a direct field sales and support organizations in North America and Europe, and through our own sales force and distributors in additional countries, including Australia, Brazil, China, Czech Republic, India, Hong Kong, Israel, Japan, New Zealand, Qatar, Saudi Arabia, Singapore, South Africa, South Korea, Taiwan, and the United Arab Emirates.
The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, costs and expenses and related disclosures. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances. Changes in accounting estimates may occur from period to period.
The preparation of these Consolidated Financial Statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, expenses, and related disclosures. We base our estimates on historical experience, worldwide economic conditions, both general and specific to the life sciences industry, and on various other assumptions we believe to be reasonable under the circumstances.
Included within selling, general and administrative expense are shipping and handling costs for product sales of $7.2 million and $6.9 million for the years ended December 31, 2022 and 2021, respectively. Other Lease Costs During the year ended December 31, 2022, we incurred other lease costs of $1.3 million.
Included within selling, general and administrative expense are $8.1 million and $7.2 million of shipping and handling costs for product sales for the years ended December 31, 2023 and 2022, respectively.
Our wholly owned subsidiary UmanDiagnostics AB (Uman), a Swedish company located in Umeå, Sweden, supplies neurofilament light (Nf-L) antibodies and ELISA kits, which are widely recognized by researchers and biopharmaceutical and diagnostics companies world-wide as the premier solution for the detection of Nf-L to advance the development of therapeutics and diagnostics for neurodegenerative conditions.
Our wholly owned subsidiary UmanDiagnostics AB (“Uman”), a company located in Umeå, Sweden, supplies neurofilament light (“NfL”), antibodies, and enzyme-linked immunoassay (“ELISA”) kits, which are used by researchers and biopharmaceutical and diagnostics companies world-wide in the detection of NfL to advance the development of therapeutics and diagnostics for neurodegenerative conditions.
Other (Expense) Income, Net Other (expense) income, net decreased by $1.4 million to ($0.1) million of expense for the year ended December 31, 2022, as compared to $1.3 million of income for the year ended December 31, 2021.
Other Income (Expense), Net Other income (expense) was $2.2 million of income for the year ended December 31, 2023, compared to $0.1 million of expense for the year ended December 31, 2022.
For a full understanding of our financial condition and results of operations, this discussion should be read in conjunction with our consolidated financial statements and accompanying notes included in Item 8.
For a full understanding of our financial condition and results of operations, this discussion and analysis should be read in conjunction with our Consolidated Financial Statements and accompanying notes included in the section titled “Part II. Item 8. Financial Statements and Supplementary Data” of this Annual Report on Form 10-K.
The decrease was primarily due to the recognition of a one-time employee retention tax credit of $2.2 million established under the Coronavirus Aid, Relief, and Economic Security Act in 2021. Income Tax (Expense) Benefit, Net Income tax (expense) benefit, net was less than ($0.1) million of expense for the year ended December 31, 2022, as compared to benefit of less than $0.1 million for the same period in 2021.
The increase was primarily due to recognizing a $2.4 million receivable under the Employee Retention Credit established by the Coronavirus Aid, Relief, and Economic Security Act in 2021. 49 Table of Contents Income Tax Expense Income tax expense was $0.7 million for the year ended December 31, 2023, as compared to $0.1 million for the year ended December 31, 2022.
There were no impairment charges recorded for the year ended December 31, 2021. Critical Accounting Policies, Significant Judgments and Estimates Our consolidated financial statements and the related notes included elsewhere in this Annual Report on Form 10-K are prepared in accordance with accounting principles generally accepted in the United States (U.S. GAAP).
Critical Accounting Policies and Estimates Our Consolidated Financial Statements and the related notes included elsewhere in this Annual Report on Form 10-K are prepared in accordance with accounting principles generally accepted in the United States (“U.S. GAAP”).
Cost of goods sold for services consists of raw materials, personnel costs, royalties as well as overhead and other direct costs associated with operating the Accelerator Laboratory on behalf of customers, in addition to costs related to warranties and other costs of servicing equipment at customer sites.
Cost of Service and Other Revenue Cost of services and other revenue consists of direct costs associated with operating our Accelerator Laboratory on behalf of customers, including raw materials, personnel costs, royalties, allocated overhead and other related costs. Additional costs include costs related to warranty services and other costs of servicing equipment at customer sites.
With our acquisition of Aushon in 2018, we acquired a CLIA certified laboratory, as well as their proprietary sensitive planar array detection technology. Leveraging our proprietary sophisticated Simoa image analysis and data analysis algorithms, we further refined the planar array technology to develop the SP-X instrument to provide sensitivity similar to that found in our Simoa bead-based platform.
Leveraging our proprietary 43 Table of Contents sophisticated Simoa image analysis and data analysis algorithms, we further refined the planar array technology to develop the SP-X instrument to provide sensitivity similar to that found in our Simoa bead-based platform. We commercially launched the SP-X instrument in 2019.
Non-GAAP Financial Measures To supplement our financial statements presented on a GAAP basis, we present non-GAAP gross profit and non-GAAP gross margin, which are calculated by including shipping and handling costs for product sales within cost of goods sold instead of within selling, general and administrative expenses.
GAAP basis, we present non-GAAP gross profit, non-GAAP gross margin, non-GAAP total operating expenses, and non-GAAP loss from operations. These non-GAAP measures are calculated by including shipping and handling costs for product sales within cost of product revenue instead of within selling, general and administrative expenses.
Our cash flows from operating activities are also significantly influenced by our use of cash for operating expenses to support the growth of our business. We have historically experienced negative cash flows from operating activities as we have developed our technology, expanded our business and built out our infrastructure and this may continue in the future.
Our cash flows from operating activities are also significantly influenced by our use of cash for operating expenses to develop new products and services, invest in process and product improvements, and increase our sales and marketing efforts. We have historically experienced negative cash flows from operating activities as we have developed our technology, expanded our business, and built our infrastructure.
Management also uses non-GAAP gross margin as a factor in assessing the Company’s progress against the Restructuring Plan. The non-GAAP financial information presented here should be considered in conjunction with, and not as a substitute for, the financial information presented in accordance with GAAP.
The non-GAAP financial information presented here should be considered in conjunction with, and not as a substitute for, the financial information presented in accordance with U.S.
We believe this greater insight will enable the development of novel therapies and diagnostics and facilitate a paradigm shift in healthcare from an emphasis on treatment to a focus on earlier detection, monitoring, prognosis and, ultimately, prevention.
The ability of our Simoa platforms to detect proteins in the femtomolar range is enabling the development of novel therapies and diagnostics and has the potential to facilitate a paradigm shift in healthcare from an emphasis on treatment to a focus on earlier detection, monitoring, prognosis, and, ultimately, prevention.
Financial Statements and Supplementary Data of this Annual Report on Form 10-K. 65 Table of Contents For additional information on our financial condition as of December 31, 2021 and results of operations for the year ended December 31, 2021 as compared to the year ended December 31, 2020, refer to Part II, Item 7.
For additional information on our financial condition as of December 31, 2022 and results of operations for the year ended December 31, 2022 as compared to the year ended December 31, 2021, refer to the section titled “Part II, Item 7.
The SR-X utilizes the same Simoa bead-based technology and assay kits as the HD-1 in a compact benchtop form with a lower price point, more flexible assay preparation, and a wider range of applications. In July 2019, we launched the Simoa HD-X, an upgraded version of the Simoa HD-1, which replaces the HD-1.
By the end of 2023, approximately 82% of the HD Instrument installed base were HD-X instruments. Further, we launched our SR-X instrument in 2017 as a compact desktop instrument with a lower price point, more flexible assay preparation, and a wider range of applications. The SR-X utilizes the same Simoa bead-based technology and assay kits as the HD-X.
Accordingly, these are the policies we believe are the most critical to understanding and evaluating our consolidated financial condition and results of operations. Our significant accounting policies are more fully described in “Significant Accounting Policies” in Note 2 in the notes to our consolidated financial statements.
Our significant accounting policies are described in Note 2 – Significant Accounting Policies in the Notes to Consolidated Financial Statements. We believe that the assumptions and estimates in the following critical accounting policies involve a greater degree of judgment and complexity and accordingly are the most critical to understanding and evaluating the potential impact to our Consolidated Financial Statements.
The sales of instruments are generally accompanied by an initial year of implied service-type warranties and may be bundled with assays and other consumables and may also include other items such as training and installation of the instrument and/or an extended service warranty.
Instrument sales may also be bundled with assays and other consumables, training, installation, and/or an extended service warranty.
We used $48.3 million and $47.9 million of cash for our operating activities for the years ended December 31, 2022 and 2021, respectively.
We expect negative cash flows from operating activities will continue in the future. Net cash used in operating activities was $18.9 million and $48.3 million for the years ended December 31, 2023 and 2022, respectively.
Our Simoa bead-based and planar array platforms enable customers to reliably detect protein biomarkers in extremely low concentrations in blood, serum and other fluids that, in many cases, are undetectable using conventional, analog immunoassay technologies, and also allow researchers to define and validate the function of novel protein biomarkers that are only present in very low concentrations.
Our platforms are based on our proprietary digital “Simoa” detection technology and enable customers to reliably detect protein biomarkers at ultra-low concentrations in blood, serum, and other fluids that, in many cases, are undetectable using conventional, analog immunoassay technologies.
To determine revenue recognition for arrangements that an entity determines are within the scope of ASC 606, the entity performs the following five steps: (i) identify the contract(s) with a customer; (ii) identify the performance obligations in the contract; (iii) determine the transaction price, including variable consideration, if any; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when (or as) the entity satisfies a performance obligation.
We follow the five-step framework prescribed by Financial Accounting Standards Board (“FASB”) Accounting Standards Codification (“ASC”) Topic 606 - Revenue from Contracts with Customers (“ASC 606”) to determine revenue recognition: (i) identify the contract(s) with a customer; (ii) identify the performance obligations in the contract; (iii) 52 Table of Contents determine the transaction price, including variable consideration, if any; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when (or as) the entity satisfies a performance obligation.
Revenue for instruments sold to distributors is generally recognized based upon shipping terms (either upon shipment or delivery). Service and Other Revenue Service revenues are composed of contract research services, initial implied one-year service-type warranties, extended services contracts and other services such as training. Contract research services are provided through our Accelerator Laboratory and generally consist of fixed fee contracts.
Service and Other Revenue Service revenues consist of fixed fee contract research services through our Accelerator Laboratory, initial implied service-type warranties, extended service warranty contracts, repair services, and other services such as training.
As of December 31, 2022, we had cash and cash equivalents of $338.7 million. Since inception, we have incurred annual net losses. Our net loss was $96.7 million and $57.7 million for the years ended December 31, 2022 and 2021, respectively. As of December 31, 2022, we had an accumulated deficit of $402.2 million and stockholders' equity of $358.9 million.
Since our inception, we have incurred annual net losses, including net losses of $32.3 million and $96.7 million for the years ended December 31, 2023 and 2022, respectively.
We assess if these options provide a material right to the customer and if so, they are considered performance obligations.
Contracts that include rights to additional products or services that are exercisable at a customer’s discretion are generally considered options. We assess if these options provide a material right to the customer and if so, the material right is considered a performance obligation.
We believe that our continued investment in research and development is essential to our long-term competitive position and expect these expenses to increase in future periods. Additionally, costs incurred related to grant revenue are recorded as research and development expenses.
Our research and development efforts have focused primarily on supporting development and commercialization of new and existing products and improved product quality. We believe that our continued investment in research and development is essential to our long-term competitive position and expect these expenses to increase in future periods.
To date, we have completed over 1,900 projects for more than 400 customers from all over the world using our Simoa platforms.
To date, we have completed over 2,200 projects for more than 480 customers from all over the world using our Simoa platforms. We have an extensive base of customers including pharmaceutical, biotechnology, contract research organizations, academic and governmental research institutions.
Research and Development Expense Research and development expense decreased by $2.1 million, or 7%, to $25.9 million for the year ended December 31, 2022, as compared to $28.0 million for the year ended December 31, 2021. The decrease was mainly due to the reduction in headcount in connection with the implementation of the Restructuring Plan.
Research and Development Research and development expense decreased $1.0 million, or 4%, to $24.9 million for the year ended December 31, 2023, compared to $25.9 million for the year ended December 31, 2022.
To the extent that there are material differences between these estimates and actual results, our future financial statement presentation, financial condition, results of operations and cash flows will be affected. 70 Table of Contents We believe that the following critical accounting policies involve a greater degree of judgment and complexity than our other significant accounting policies.
We evaluate our estimates and assumptions on an ongoing basis, and changes in accounting estimates may occur from period to period. Accordingly, actual results could differ significantly from the estimates. To the extent that there are material differences between these estimates and actual results, our future financial statement presentation, financial condition, results of operations, and cash flows will be affected.
Cost of Goods Sold, Services, and Licenses Cost of product revenue increased by $6.7 million, or 20%, to $40.8 million for the year ended December 31, 2022, as compared to $34.1 million for the year ended December 31, 2021. The increase was primarily due to increased reserves for excess and discontinued products partially offset by lower volume.
Cost of product revenue decreased $8.2 million, or 20%, to $32.6 million for the year ended December 31, 2023, compared to $40.8 million for the year ended December 31, 2022. The decrease was primarily due to improvement in inventory management and manufacturing processes as well as lower instrument sales, partially offset by higher costs related to increased consumables sales.
Revenue Recognition We recognize revenue when a customer obtains control of a promised good or service. The amount of revenue recognized reflects consideration that we expect to be entitled to receive in exchange for these goods and services, incentives and taxes collected from customers, that are subsequently remitted to governmental authorities.
For contracts with customers, we recognize revenue when a customer obtains control of promised products or services, for an amount that reflects the consideration expected to be received in exchange for those products or services.
Revenues from the sale of products are recognized at a point in time when we transfer control of the product to the customer, which is upon installation for instruments sold to direct customers, and based upon shipping terms for assay kits and other consumables.
The majority of our products and services are recognized at the point in time we transfer control to the customer. 53 Table of Contents For product revenues, direct instrument sales to customers are recognized upon completion of the instrument’s installation.
Cost of service and other revenue increased by $3.2 million, or 22%, to $17.9 million for the year ended December 31, 2022, as compared to $14.7 million for the year ended December 31, 2021, primarily due to increased personnel costs from the build out of our field service organization as well as the increased efforts related to the Lilly Collaboration Agreement.
Cost of service and other revenue increased $1.2 million, or 7%, to $19.1 million for the year ended December 31, 2023, compared to $17.9 million for the year ended December 31, 2022.
On a net basis, we used $11.2 million of cash during the year ended December 31, 2022, consisting of $11.7 million for the purchase of property and equipment, offset by $0.5 million in grant proceeds related to assets acquired under RADx grant.
Net cash used in investing activities was $11.2 million during the year ended December 31, 2022, which consisted of $11.7 million of purchases of property and equipment which were partially offset by $0.5 million in grant proceeds under the grant received from the National Institutes of Health under its Rapid Acceleration of Diagnostics program.
Judgment is required to determine the standalone selling price for each distinct performance obligation. We determine standalone selling prices based on prices charged to customers in observable transactions, and use a range of amounts to estimate standalone selling prices for each performance obligation.
We determine SSP based on factors including prices charged to customers in observable transactions, internal pricing objectives and list prices, and pricing of similar products, and we use a range of amounts to estimate SSP.
Cash Flows The following table presents our cash flows for each period presented (in thousands): Year Ended December 31, 2022 2021 Net cash used in operating activities $ (48,272) $ (47,907) Net cash used in investing activities (11,206) (6,338) Net cash provided by financing activities 2,311 270,795 Net increase in cash and cash equivalents $ (57,167) $ 216,550 Net Cash Used in Operating Activities We derive cash flows from operations primarily from the sale of our products and services.
If the conditions for raising capital are favorable, we may seek to finance future cash needs through public or private equity, debt offerings, or other financings. 50 Table of Contents Cash Flows The following table summarizes our cash flows (in thousands): Year Ended December 31, 2023 2022 Net cash used in operating activities $ (18,902) $ (48,272) Net cash used in investing activities (148,401) (11,206) Net cash provided by financing activities 2,691 2,311 Net decrease in cash, cash equivalents, and restricted cash $ (164,612) $ (57,167) Net Cash Used in Operating Activities We derive cash flows from operations primarily from the sale of our products and services.
Product revenue decreased by $11.3 million, or 14%, to $69.8 million for the year ended December 31, 2022, as compared to $81.1 million for the year ended December 31, 2021. P roduct revenue consisted of sales of instruments totaling $25.0 million and sales of consumables and other products totaling $44.8 million for the year ended December 31, 2022.
Product revenue of $79.5 million for the year ended December 31, 2023 consisted of instrument sales of $15.7 million and sales of consumables and other products of $63.8 million. This represented an increase of $9.7 million, or 14%, compared to product revenue of $69.8 million for the year ended December 31, 2022.
ASC 606 provides for an exception to estimating the variable consideration for sales- and usage-based royalties related to the license of intellectual property, such that the sales- or usage-based royalty will be recognized in the period the underlying transaction occurs.
In some cases, our contracts contain variable consideration which primarily relates to (1) sales- and usage-based royalties related to the license of intellectual property in collaboration and license contracts and (2) contracts with minimum purchase commitments. For sales and usage-based royalties, ASC 606 provides an exception to estimating variable consideration.
The change was primarily due to the decrease in the tax benefit recorded on the operating results of our foreign subsidiaries. Liquidity and Capital Resources Since our inception, we have incurred annual net losses and negative cash flows from operations.
The change was primarily due to the increase in the tax expense recorded on the operating results of our foreign subsidiaries. Liquidity and Capital Resources Our principal sources of liquidity are cash, cash equivalents, marketable securities, and funds generated from sales of our products and services.
The transaction price is then determined and allocated to the identified performance obligations in proportion to their standalone selling prices (SSP) on a relative SSP basis. SSP is determined at contract inception and is not updated to reflect changes between contract inception and when the performance obligations are satisfied. Determining the SSP for performance obligations requires significant judgment.
For contracts that contain multiple performance obligations, the transaction price is allocated among the performance obligations on a relative basis according to their standalone selling prices (“SSP”). Determining the SSP for performance obligations requires judgment.
Net Cash Used in Investing Activities Historically, our primary investing activities have consisted of capital expenditures for the purchase of capital equipment to support our expanding infrastructure and work force. We expect to continue to incur additional costs for capital expenditures related to these efforts in future periods.
Net Cash Used in Investing Activities Our primary investing activities consist of purchases of marketable securities to increase the interest income we would otherwise earn in cash accounts. Additionally, we use funds towards capital expenditures for the purchase of equipment to support our expanding infrastructure and work force.
We believe cash generated from commercial sales along with our current cash and cash equivalents will be sufficient to meet our anticipated operating cash requirements for at least the next 12 months. In the future, we expect our operating and capital expenditures to increase as we increase headcount, expand our sales and marketing activities and grow our customer base.
We believe our cash, cash equivalents, and marketable securities, along with funds generated from sales of our products and services, will be sufficient to meet our anticipated operating cash requirements for at least 12 months from the date of this Annual Report on Form 10-K.
As part of the Restructuring Plan, we are not utilizing the office and laboratory space leased in Bedford, Massachusetts and are evaluating alternatives, including termination of the lease or sub-leasing the facilities.
Other Lease Costs Other lease costs increased $2.4 million, or 190%, to $3.7 million for the year ended December 31, 2023, compared to $1.3 million for the year ended December 31, 2022. As part of the Restructuring Plan, we are not using two leased office and laboratory facilities and are evaluating alternatives, including sub-leasing the facilities.
We have made substantial investments in research and development since our inception, and plan to continue to make substantial investments in the future. Our research and development efforts have focused primarily on the tasks required to support development and commercialization of new and existing products and improved product quality.
Research and Development Expense Research and development expense consists of personnel costs, research supplies, third-party development costs for new products, materials for prototypes, quality assurance, and allocated overhead costs that include facility and other related costs. We have made substantial investments in research and development since our inception and plan to continue to make substantial investments in the future.
As the installed base of the Simoa instruments increases, total consumables revenue overall is expected to increase. We commercially launched our first immunoassay platform, the Simoa HD-1, in January 2014. The HD-1 is based on our bead-based technology, and assays run on the HD-1 are fully automated. We initiated commercial launch of the SR-X instrument in December 2017.
As the installed base of the Simoa instruments increases, we expect total consumables revenue to increase. We commercially launched our HD-X instrument in the second half of 2019.
We may have more than one range of standalone selling price for certain products and services based on the pricing for different customer classes. Variable consideration in our contracts primarily relates to (i) sales- and usage-based royalties related to the license of intellectual property in collaboration and license contracts and (ii) certain non-fixed fee research services contracts.
We have more than one range of standalone selling price for certain products and services based on the geographic location of the customer and sales channel.
Restructuring and Strategic Re-Alignment Following a strategic review and assessment of our operations and cost structure, on August 8, 2022, we announced a plan of restructuring and strategic re-alignment (the Restructuring Plan). As part of this plan, we began an assay redevelopment program with the ultimate objective of improving our ability to manufacture and deliver high-quality assays at scale.
The Restructuring Plan included the elimination of 119 positions across the company in 2022 and other cost-saving measures that were substantially completed in 2022. The Restructuring Plan also included an assay redevelopment program with the objective of improving our ability to manufacture and deliver high-quality assays at scale.
Financing activities provided $2.3 million of cash during the year ended December 31, 2022, consisting of $1.4 million in net proceeds from the exercise of stock options and $0.9 million in net proceeds from purchases under our Employee Stock Purchase Plan.
Net cash used in investing activities was $148.4 million during the year ended December 31, 2023, which consisted of the purchase of $175.6 million of marketable securities, proceeds from the maturities of marketable securities of $31.0 million, and $3.8 million of purchases of property and equipment.
Collaboration and License Revenue We may enter into agreements to license the intellectual property and know-how associated with our instruments in exchange for license fees and future royalties (as described below).
Collaboration and License Revenue Collaboration and license revenues consist of licensing our technology, intellectual property, and know-how associated with our instruments to third parties and for related services. License arrangements consist of sales or usage-based fees and/or future royalties.
We expect our expenses will increase substantially as we: ● expand our sales and marketing efforts to further commercialize our products; ● strategically acquire and integrate companies or technologies that may be complementary to our business; ● expand our research and development efforts to improve our existing products and develop and launch new products, particularly if any of our products are deemed by the FDA to be medical devices or otherwise subject to additional regulation by the FDA; ● seek PMA or 510(k) clearance from the FDA for our existing products or new products if or when we decide to market products for use in the prevention, diagnosis or treatment of a disease or other condition; ● hire additional personnel and grow our employee headcount; ● enter into collaboration arrangements, if any, or in-license other products and technologies; and ● add operational, financial and management information systems. Financial Operations Overview 67 Table of Contents Revenue Under Financial Accounting Standards Board (FASB) Accounting Standards Codification (ASC) Topic 606 - Revenue from Contracts with Customers (ASC 606), an entity recognizes revenue when its customer obtains control of promised goods or services, in an amount that reflects the consideration that the entity expects to receive in exchange for those goods or services.
Food and Drug Administration (the “FDA”); ● invest in our diagnostics business in support of the launch of Lucent Diagnostics, additional LDTs, and other diagnostics initiatives including entry into translational pharma and clinical diagnostic markets ; ● seek Premarket Approval (“PMA”) or 510(k) clearance from the FDA for our existing products or new products if or when we decide to market products for use in the prevention, diagnosis, or treatment of a disease or other condition; ● hire additional personnel to support our growth and research and development; ● strategically acquire and integrate companies or technologies that may be complementary to our business; ● enter into collaboration arrangements, or in-license other products and technologies; and ● add operational, financial, and management information systems.
Service and other revenue increased by $10.9 million, or 46%, to $34.5 million for the year ended December 31, 2022, as compared to $23.6 million for the year ended December 31, 2021. The increase in service and other revenue was primarily due to the revenue related to Lilly Collaboration Agreement recognized during the year-ended December 31, 2022.
Service revenue was $40.3 million for the year ended December 31, 2023, compared to $34.5 million for the year ended December 31, 2022, an increase of $5.8 million, or 17%.
We perform an impairment assessment annually, or whenever events or circumstances indicate that the carrying amount of the asset (asset group) may not be recoverable, of goodwill, intangibles and long-lived assets under the guidance of US GAAP accounting standards ASC 350 - Intangibles – Goodwill and Other (ASC 350) and ASC 360 - Property, Plant and Equipment (ASC 360).
During the year ended December 31, 2023, we continued to reassess the remaining operating lease right-of-use assets and related property and equipment and recorded an additional impairment charge. Additional impairment expenses consist of assessments of our intangible and long-lived assets annually, or whenever events or circumstances indicate that the carrying amount of the asset(s) may not be recoverable.
Selling, General and Administrative Expense Selling, general and administrative expense decreased by $0.3 million, to $92.0 million for the year ended December 31, 2022 as compared to $92.3 million for the year ended December 31, 2021.
Cost of Goods Sold and Services Total cost of goods sold and services decreased $7.0 million, or 12%, to $51.7 million for the year ended December 31, 2023 compared to $58.7 million for the year ended December 31, 2022.
Other lease costs represent the depreciation expense of the right-of-use asset and the accretion of the lease facility for periods after the impairment and the determination that the facilities would not be utilized. There were no similar charges in the same period in 2021.
Other lease costs include the amortization of the related operating lease right-of-use assets and other leased facility operating expenses from periods after the initiation of the Restructuring Plan and the determination that the facilities would not be used.
This increase was due to the favorable impact of higher interest rates earned on cash and cash equivalents as well as the settlement of our notes payable in the year ended December 31, 2021.
Interest Income Interest income increased by $10.7 million, or 209% to $15.8 million for the year ended December 31, 2023, compared to $5.1 million for the year ended December 31, 2022. This increase was primarily due to higher interest rates earned on cash, cash equivalents, and marketable securities, and the accretion of discounts from the purchase of marketable securities.
Restructuring, Goodwill Impairment, and Impairment Expense During the year ended December 31, 2022, we incurred restructuring expense of $3.8 million, non-cash impairment expenses for long-lived assets of $17.4 million and non-cash impairment expenses for goodwill of $8.2 million.
Costs incurred during the year ended December 31, 2022 include (1) $8.2 million of goodwill impairment charges, (2) $16.3 million of long-lived asset impairment charges associated with the leased facilities that we are not using, (3) $1.1 million of software costs related to projects that were rationalized as part of the Restructuring Plan, and (4) $3.8 million of restructuring expenses primarily for severance and one-time termination benefits in connection with the elimination of 119 positions across the Company.
Reconciliation of Non-GAAP Financial Measures: Year Ended December 31, 2022 2021 GAAP gross profit $ 46,806 $ 61,728 Shipping and handling costs (7,206) (6,892) Non-GAAP gross profit $ 39,600 $ 54,836 GAAP Revenue $ 105,522 $ 110,556 GAAP Gross margin (gross profit as % of revenue) 44.4% 55.8% Non-GAAP gross margin (non-GAAP gross profit as % of revenue) 37.5% 49.6% GAAP total operating expenses $ 148,510 $ 120,314 Shipping and handling costs (7,206) (6,892) Non-GAAP total operating expenses $ 141,304 $ 113,422 GAAP loss from operations $ (101,704) $ (58,586) Non-GAAP loss from operations $ (101,704) $ (58,586) Goodwill, Intangibles and Long-Lived Assets Impairment Expenses Goodwill, intangibles and long-lived assets impairment expense consists primarily of impairment charges recorded due to an impairment event.
GAAP. 54 Table of Contents Set forth below is a reconciliation of non-GAAP gross profit, non-GAAP gross margin, non-GAAP total operating expenses, and non-GAAP loss from operations to their most directly comparable GAAP financial measures (in thousands). Year Ended December 31, 2023 2022 GAAP gross profit $ 70,646 $ 46,806 Shipping and handling costs (8,146) (7,211) Non-GAAP gross profit $ 62,500 $ 39,595 GAAP revenue $ 122,368 $ 105,522 GAAP gross margin (gross profit as % of revenue) 57.7% 44.4% Non-GAAP gross margin (non-GAAP gross profit as % of revenue) 51.1% 37.5% GAAP total operating expenses $ 120,347 $ 148,510 Shipping and handling costs (8,146) (7,211) Non-GAAP total operating expenses $ 112,201 $ 141,299 GAAP loss from operations $ (49,701) $ (101,704) Non-GAAP loss from operations $ (49,701) $ (101,704) Recent Accounting Pronouncements Refer to Note 2 − Significant Accounting Policies in the Notes to Consolidated Financial Statements for a full description of recent accounting pronouncements, including the expected dates of adoption and effects on our Consolidated Financial Statements.