PACIFIC BIOSCIENCES OF CALIFORNIA, INC. (PACB) FY 2023 MD&A
This page reproduces the company's own Item 7 MD&A text from the linked SEC filing. It is filer text, not grepcent analysis, scoring, or investment advice.
ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
You should read the following discussion and analysis of our financial condition and results of operations together with our consolidated financial statements and the related notes included in this Annual Report on Form 10-K. Some of the information contained in this discussion and analysis or set forth elsewhere in this Annual Report on Form 10-K, including information with respect to our plans and strategy for our business and related financing, includes forward-looking statements that involve risks and uncertainties. You should read the “Risk Factors” section of this Annual Report on Form 10-K for a discussion of important factors that could cause actual results to differ materially from the results described in or implied by the forward-looking statements contained in the following discussion and analysis.
Our Management’s Discussion and Analysis (MD&A) is organized in the following sections:
•Overview and Outlook
•Results of Operations
•Liquidity and Capital Resources
•Critical Accounting Policies and Estimates
•Quantitative and Qualitative Disclosure of Market Risk
•Recent Accounting Pronouncements
•Contractual Obligations
•Off Balance Sheet Arrangements
Overview and Outlook
About PacBio
We are a premier life science technology company that is designing, developing, and manufacturing advanced sequencing solutions that enable scientists and clinical researchers to improve their understanding of the genome and ultimately, resolve genetically complex problems.
Our products and technology under development stem from two highly differentiated core technologies focused on accuracy, quality, and completeness, which include our HiFi long-read sequencing technology and our Sequencing by Binding (SBB®) short-read sequencing technology. Our products address solutions across a broad set of research applications including human genetics, plant and animal sciences, infectious disease and microbiology, oncology, and other emerging applications.
Our focus is on creating some of the world’s most advanced sequencing systems to provide our customers the most complete and accurate view of genomes, transcriptomes, and epigenomes.
Our customers include academic and governmental research institutions, commercial testing and service laboratories, genome centers, public health labs, hospitals and clinical research institutes, contract research organizations (CROs), pharmaceutical companies, and agricultural companies.
As of December 31, 2023, our commercial team is comprised of approximately 215 employees, including 71 quota-carrying representatives, many with advanced degrees in biology and significant experience in the genomics industry.
Strategic Objectives
2023 exceeded our expectations as we drove adoption of our advanced sequencing technologies, demonstrated short-read accuracy with our Onso platform, and progressed development of our pipeline technologies and products.
Our 2024 strategic objectives are to:
•Increase technology adoption by increasing market share via new customer acquisition, continue Sequel II conversions to Revio, and scale Onso production;
•Leverage innovation to complete development of new sequencing platforms and launch on-market system improvements;
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•Build upon clinical momentum by expanding HiFi usage in large-scale programs and translational research projects; and
•Drive towards positive cash flow through gross margin expansion, disciplined operating expense management, and a focus on working capital.
We will continue to leverage our commercial organization and make significant improvements in the efficiency and usability of our products in pursuit of a broader customer base. We believe the commercial investments we have recently made will further help drive growth in our business.
To increase the adoption of HiFi sequencing, we have various development programs in progress to expand our product portfolio as well as increase the throughput and improve the usability of our existing sequencing technologies. We continue to focus on programs to accelerate new platform launches in the near to mid-term as well as increase applications for our technologies.
We continue to believe that with the capabilities of our HiFi chemistry and SMRT technology, we can be a market leader in whole-genome clinical sequencing. Leading institutions have adopted our products to study rare and inherited disease. We believe the market opportunity for clinical sequencing is significant and could drive substantial revenue growth for the company. We plan to continue to pursue partner collaborations where the technologies being developed or applications being considered extend beyond whole-genome clinical sequencing. Collaborative arrangements add to the awareness of our products and service offerings and may drive new applications for use of our technology.
Financial Overview
Key highlights of our 2023 consolidated financial results include the following:
•Revenue increased $72.2 million, or 56%, to $200.5 million for the year ended December 31, 2023, as compared to $128.3 million for the year ended December 31, 2022. Revenue was comprised of $120.5 million in instrument revenue, $63.4 million in consumables revenue and $16.6 million in service and other revenue for the year ended December 31, 2023. The increase was primarily driven by the launch of Revio in the first quarter of 2023, which is sold at a higher average selling price than our previous Sequel II and IIe platforms. We ended the year with an installed base of 173 Revio systems.
•Gross profit as a percentage of revenue (gross margin) was 26.3% for the year ended December 31, 2023, compared to 38.2% for the year ended December 31, 2022. Gross margin declined due primarily to the instrument mix, as Revio instruments sold during the period had a lower margin than the Sequel II/IIe system, primarily due to loyalty discounts provided and higher initial manufacturing costs, including warranty costs as well as charges for scrap inventory. In addition, we recognized an adjustment during the year ended December 31, 2023 primarily related to excess instrument and consumables inventory. The excess instrument adjustment was primarily due to a change in the Sequel II demand primarily from one customer. The consumables inventory adjustment was primarily resulting from a faster-than-expected decline in demand of Sequel II/IIe consumables due primarily to a faster than expected ramp on the Revio system.
•Loss from operations increased $27.3 million or 9%, to $334.5 million for the year ended December 31, 2023, as compared to $307.2 million for the year ended December 31, 2022, driven primarily by an increase of $31.0 million of operating expenses, including a $12.7 million increase in the change in the fair value of the contingent consideration, a $9.0 million increase in non-recurring merger-related costs incurred, and a $9.0 million increase in sales, general, and administrative expenses, partially offset by a $5.8 million decrease in research and development expenses. See Note 2. Business Acquisitions for further details.
•Cash, cash equivalents, and short-term investments were $631.4 million at December 31, 2023, which represents an 18% decrease compared to the balance at December 31, 2022.
Macroeconomic dynamics including inflation, exchange rates and concerns about an economic downturn, have impacted both the Company and our customers’ behavior. For example, some customers and potential customers are managing capital more conservatively, resulting in lengthened sales cycles, and capital funding in China is being deferred, resulting in less capital equipment purchases. These factors could continue to impact our revenues and results of operations in 2024; however, as the size and duration of these impacts is uncertain, we cannot reasonably estimate the future impact to our operations and financial results.
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See the Risk Factors section for further discussion of the possible impact of macroeconomic factors on our business.
Results of Operations
A detailed discussion of our consolidated financial results comparison between 2023 and 2022 is presented below. A discussion of the changes in our results of operations between the years ended December 31, 2022 and December 31, 2021, has been omitted from this Annual Report on Form 10-K but may be found in Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations of our Annual Report on Form 10-K for the year ended December 31, 2022, filed with the Securities and Exchange Commission on February 28, 2023, which is incorporated herein by reference, and is available free of charge on the SEC’s website at www.sec.gov and our corporate website (www.pacb.com).
Comparison of the Years Ended December 31, 2023 and 2022
| Years Ended December 31, | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (in thousands, except per share amounts) | 2023 | 2022 | $ Change | % Change | ||||||||||
| Revenue: | ||||||||||||||
| Product revenue | $ | 183,872 | $ | 108,699 | $ | 75,173 | 69 | % | ||||||
| Service and other revenue | 16,649 | 19,605 | (2,956) | (15 | %) | |||||||||
| Total revenue | 200,521 | 128,304 | 72,217 | 56 | % | |||||||||
| Cost of Revenue: | ||||||||||||||
| Cost of product revenue | 127,568 | 60,932 | 66,636 | 109 | % | |||||||||
| Cost of service and other revenue | 14,754 | 13,899 | 855 | 6 | % | |||||||||
| Amortization of acquired intangible assets | 1,983 | 733 | 1,250 | 171 | % | |||||||||
| Loss on purchase commitment | 3,436 | 3,705 | (269) | (7 | %) | |||||||||
| Total cost of revenue | 147,741 | 79,269 | 68,472 | 86 | % | |||||||||
| Gross profit | 52,780 | 49,035 | 3,745 | 8 | % | |||||||||
| Operating Expense: | ||||||||||||||
| Research and development | 187,170 | 193,000 | (5,830) | (3 | %) | |||||||||
| Sales, general and administrative | 169,818 | 160,854 | 8,964 | 6 | % | |||||||||
| Merger-related expenses | 9,042 | — | 9,042 | — | ||||||||||
| Amortization of acquired intangible assets | 6,157 | — | 6,157 | — | ||||||||||
| Change in fair value of contingent consideration | 15,060 | 2,377 | 12,683 | 534 | % | |||||||||
| Total operating expense | 387,247 | 356,231 | 31,016 | 9 | % | |||||||||
| Operating loss | (334,467) | (307,196) | (27,271) | 9 | % | |||||||||
| Loss on extinguishment of debt | (2,033) | — | (2,033) | — | ||||||||||
| Interest expense | (14,343) | (14,690) | 347 | (2 | %) | |||||||||
| Other income, net | 32,684 | 7,638 | 25,046 | 328 | % | |||||||||
| Loss before benefit from income taxes | (318,159) | (314,248) | (3,911) | 1 | % | |||||||||
| Benefit from income taxes | (11,424) | — | (11,424) | — | ||||||||||
| Net loss | $ | (306,735) | $ | (314,248) | $ | 7,513 | (2 | %) |
Revenue
The increase in product revenue resulted primarily from an increase of $71.7 million in instrument revenue, as well as an increase of $3.4 million in consumable revenue.
The increase in instrument revenue was primarily due to the sale of 173 Revio systems that have a higher average selling price as compared to the Sequel II/IIe platform. We expect the installed base of Revio instruments to grow, reflecting customer demand for the new product. As a result of this new product launch, we anticipate the installed base and sales volumes of Sequel II/IIe to continue to decline compared to recent
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quarters. Additionally, we commenced the shipment of Onso products during the year ended December 31, 2023 and expect the installed base to continue to grow.
The increase in consumable sales was primarily due to higher Revio consumables sales attributable to the growth in the Revio instrument installed base, partially offset by a decline in Sequel consumables as customers transition to the new platform. As the Revio installed base continues to grow, we anticipate the related consumable sales to continue to increase.
The decrease in service and other revenue was primarily due to the change in our terms of the warranty provided with the instrument during the first quarter of 2022 to remove the service component. As a result, the warranty is no longer a separate performance obligation and, accordingly, we accrue for the cost of the assurance warranty when revenue of the instrument is recognized, and no longer recognize a component of the instrument revenue in service and other revenue over the warranty period. Service revenue also declined as customers transition to Revio, which includes a first-year warranty, and opt to not renew their Sequel II/IIe plans. As the Revio installed base begins to surpass the warranty period in 2024 and customers transition to service plans, we expect the retrospective decline in growth trend to reverse within the year and service revenues to potentially exceed 2023 levels.
Cost of Revenue, Gross Profit, and Gross Margin
The increase in the cost of product revenue was driven primarily by an increase in system placements and higher overall product costs on the Revio platform, including warranty costs, as well as an increase in adjustments of approximately $4.6 million as compared to the prior year primarily relating to excess consumables inventory resulting from faster-than-expected decline in demand of Sequel II/IIe consumables due primarily to a faster than expected ramp on the Revio system. Cost of revenue included share-based compensation expense of $5.4 million and $4.8 million during the years ended December 31, 2023 and 2022 respectively.
The loss on purchase commitment was $3.4 million and $3.7 million for the years ended December 31, 2023 and 2022, respectively. The purchase commitment loss is based on an estimate of future excess inventory related to supply agreements, for which we do not expect to have related sales.
Gross profit increased $3.7 million, or 8%. Gross margin was 26.3% for the year ended December 31, 2023 compared to 38.2% for the year ended December 31, 2022. The decrease in gross margin percentage was primarily due to instrument mix, in addition to charges for scrap inventory and an increase in adjustments primarily relating to excess consumables inventory resulting from a faster-than-expected decline in demand of Sequel II/IIe consumables due primarily to a faster than expected ramp on the Revio system. Revio instruments sold during the period had a lower margin primarily due to loyalty discounts provided and higher initial manufacturing costs, including warranty costs. Gross margin could fluctuate depending on the pace at which Sequel II/IIe revenue declines, Revio consumable revenue ramps, manufacturing efficiencies and warranty costs improve, as well as fluctuation in average selling prices.
Research and Development Expense
The decrease in research and development expense was primarily driven by the transition of Revio from development to commercialization. Research and development expense included share-based compensation of $22.4 million and $30.7 million during the years ended December 31, 2023 and 2022, respectively.
Sales, General, and Administrative Expense
The increase in sales, general, and administrative expense was primarily driven by an increase in sales and marketing headcount as we continue to grow our commercial footprint. Sales, general, and administrative expense included share-based compensation expenses of $44.3 million and $43.1 million during the years ended December 31, 2023 and 2022, respectively.
Merger-Related Expenses
Merger-related expenses of $9.0 million during the year ended December 31, 2023, consist of $4.9 million of transaction costs arising from the acquisition of Apton, $2.8 million of compensation expense resulting from the liquidity event bonus plan in connection with the Apton acquisition, and $1.3 million of share-based compensation expense resulting from the acceleration of certain equity awards in connection with the Apton acquisition. We recognized $1.3 million of share-based compensation expense for the acceleration that was not attributable to pre-combination services.
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Amortization of Acquired Intangible Assets
Amortization of acquired intangible assets of $6.2 million during the year ended December 31, 2023 consists of amortization expense attributable to acquired intangible assets that are not directly related to sales generating activities.
Change in Fair Value of Contingent Consideration
The change in fair value of contingent consideration during the year ended December 31, 2023, represents the remeasurement impact of the Omniome and Apton contingent consideration due upon the achievement of the respective milestone. The increase in the change in fair value of contingent consideration during the year was primarily due to the Omniome contingent consideration and was primarily attributable to the passage of time, changes in the discount rates and probabilities of milestone achievement.
The contingent consideration milestone for the Omniome acquisition was defined as the first commercial shipment to a customer of both an instrument and related consumables, utilizing SBB technology. As a result of the milestone achievement in September 2023, former Omniome securityholders received as milestone consideration, among other things, an aggregate of approximately $100.9 million in cash and approximately 9.0 million shares of our common stock.
Loss on Extinguishment of Debt
Loss on extinguishment of debt of $2.0 million during the year ended December 31, 2023, represents the loss resulting from the difference in the fair value of the 2030 Notes and the principal, in addition to the write-off of the unamortized debt issuance costs on the portion of the 2028 Notes that were exchanged as part of the debt modification during the year ended December 31, 2023.
Interest Expense
Interest expense for the year ended December 31, 2023 was $14.3 million compared to $14.7 million for the year ended December 31, 2022 and was primarily comprised of interest on the Convertible Senior Notes.
Other Income, Net
The increase in other income, net was primarily driven by investment income.
Benefit from Income Taxes
A deferred income tax benefit of $11.4 million for the year ended December 31, 2023, is related to the release of the valuation allowance for deferred tax assets due to the recognition of deferred tax liabilities in connection with the Apton acquisition. We maintain a valuation allowance on the net deferred tax assets of our U.S. entities as we have concluded that it is more likely than not that we will not realize our deferred tax assets. Accordingly, this benefit from income taxes is reflected on our consolidated statements of operations and comprehensive loss for the year ended December 31, 2023.
Liquidity and Capital Resources
Our primary sources of liquidity, other than our holdings of cash, cash equivalents, and investments, has primarily been through the issuance of debt or equity securities, together with cash flow from operating activities. For example, in January 2023, as discussed above, we issued and sold an aggregate of 20,125,000 shares of our common stock in a follow-on public offering for aggregate gross proceeds of approximately $201.3 million. We have historically incurred, and expect to continue to incur, operating losses and generate negative cash flows from operations on an annual basis due to the investments we intend to make as described in Results of Operations above, and as a result, we may require additional capital resources to execute our strategic initiatives to grow our business.
Cash, Cash Equivalents, and Investments
As of December 31, 2023, we had $631.4 million in cash, cash equivalents, and investments, compared to $772.3 million at December 31, 2022. The decrease was primarily attributable to $259.2 million cash used in operating activities for the twelve months ended December 31, 2023.
Convertible Senior Notes
At December 31, 2022, we had $900 million of principal Convertible Senior Notes outstanding resulting from our February 9, 2021, issuance of convertible notes due 2028 (the “2028 Notes”) with an aggregate principal of $900 million. The Notes bear interest at a rate of 1.50% per annum. Interest on the 2028 Notes is payable semi-
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annually in arrears on February 15 and August 15 commencing on August 15, 2021. The 2028 Notes will mature on February 15, 2028, subject to earlier conversion, redemption, or repurchase. The proceeds from the issuance of the convertible notes are being used to fund operations, strategic investments, and capital requirements.
The 2028 Notes are convertible at the option of the holder at any time until the second scheduled trading day prior to the maturity date, including in connection with a redemption by us. The 2028 Notes are convertible into shares of our common stock based on an initial conversion rate of 22.9885 shares of common stock per $1,000 principal amount of the 2028 Notes (which is equal to an initial conversion price of $43.50 per share), in each case subject to customary anti-dilution and other adjustments as a result of certain extraordinary transactions. Upon conversion of the 2028 Notes, we may elect to settle such conversion obligation in shares, cash or a combination of shares and cash.
In June 2023, we entered into a privately negotiated exchange agreement with the holder of our outstanding 2028 Notes, pursuant to which we issued $441.0 million in aggregate principal amount of our 1.375% Convertible Senior Notes due in 2030 (the "2030 Notes") in exchange for $441.0 million principal amount of the 2028 Notes. Interest on the 2030 Notes is payable semi-annually in arrears on June 15 and December 15 commencing on December 15, 2023. The 2030 Notes will mature on December 15, 2030, subject to earlier conversion, redemption, or repurchase.
The 2030 Notes are convertible at the option of the holder at any time until the second scheduled trading day prior to the maturity date, including in connection with a redemption by the Company. The 2030 Notes are convertible into shares of our common stock based on an initial conversion rate of 46.5116 shares of common stock per $1,000 principal amount of the 2030 Notes (which is equal to an initial conversion price of $21.50 per share), in each case subject to customary anti-dilution and other adjustments as a result of certain extraordinary transactions. Upon conversion of the 2030 Notes, we may elect to settle such conversion obligation in shares, cash or a combination of shares and cash.
With certain exceptions, upon a change of control of our company or the failure of our common stock to be listed on certain stock exchanges, the holders of the 2028 Notes and 2030 notes may require that we repurchase all or part of the principal amount of those Notes at a purchase price of par plus unpaid interest up to, but excluding, the maturity date.
The Indenture includes customary “events of default,” which may result in the acceleration of the maturity of the Notes under the Indenture. The Indenture also includes customary covenants for convertible notes of this type.
See Note 7. Convertible Senior Notes for further details.
Additional Capital Requirements
We believe that our existing cash, cash equivalents, and investments will be sufficient to fund our projected operating and capital requirements for at least the next 12 months from the date of filing of this Annual Report on Form 10-K for the year ended December 31, 2023. Operating needs include planned costs to operate our business, including costs to fund working capital and capital expenditures. Recent and expected working and other capital requirements, in addition to the above matters, include:
•Our purchase orders and contractual obligations of approximately $109.9 million as of December 31, 2023, which consist of open purchase orders and contractual obligations in the ordinary course of business, including commitments with contract manufacturers and suppliers for which we have not received the goods or services. A majority of these purchase obligations are due within a year. Although open purchase orders are considered enforceable and legally binding, the terms generally allow us the option to cancel, reschedule and adjust our requirements based on our business needs prior to the delivery of goods or performance of services.
•As described in more detail in Note 8 - Commitments and Contingencies in the Notes to the Consolidated Financial Statements, we signed a Supply Agreement, which was amended in October 2022, with a supplier for the purchase of certain products over the period of 2023 through 2026. As part of the Supply Agreement, we made a $9.0 million deposit during the year ended December 31, 2022, and an additional deposit of $6.0 million in 2023, to secure the supply of certain products through the term of the contract. If we breach the minimum volume purchase commitment during any applicable year, the supplier is entitled to retain a portion or all of the deposit corresponding to that year. If we terminate the Supply Agreement before January 15, 2027, Supplier will refund the remaining balance of the Deposit. If the supplier breaches its minimum volume supply commitment during any applicable year or portions thereof, our remedies include termination, pursuit of damages, or pursuit of specific
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performance. If, on or before October 31, 2024, we commit to purchasing a set amount of additional products during the calendar year 2026, Supplier will increase its maximum capacity guarantee to meet the additional demand. Should we exercise this option, we will be required to make an additional deposit of $5.0 million to Supplier within 30 days of the exercise.
•Our research and development expenditures of $187.2 million in 2023 and $193.0 million in 2022. While we expect to continue our investment in research and development in 2024, including enhancements of our existing products, and continued development of other new technology and products, we expect research and development expenses to decline slightly in 2024 as compared to the year ended December 31, 2023 due to recent product transitions.
•Cash outflows for capital expenditures of $8.8 million in 2023 and $16.8 million in 2022. We expect to continue to invest in capital expenditures in fiscal 2024 to continue to support manufacturing and expansion of our business, and anticipate a slight increase in 2024 as compared to the year ended December 31, 2023.
•Amounts related to future lease payments for operating lease obligations at December 31, 2023, totaling $46.7 million, with $12.1 million expected to be paid within the next 12 months.
•Amounts due under the term loan acquired in connection with Omniome at December 31, 2023, totaling $0.5 million, the remainder of which is expected to be paid within the next 12 months. Please see Note 6. Balance Sheet Components for additional information.
•Payments made to third party collaborators to help advance our technologies and the capabilities of our products. We may also choose to drive investments to help create an ecosystem of customers, partners, and collaborators whose expertise and offerings complement and enhance the capabilities and utility of our technology and increase genomic data available on our platforms.
•Payments related to licensing and other arrangements, which are cancellable license agreements with third parties for certain patent rights and technology. Under the terms of these agreements, we may be obligated to pay royalties based on revenue from the sales of licensed products, or minimum royalties, whichever is greater, and license maintenance fees. The future license maintenance fees and minimum royalty payments under the license agreements are not deemed to be material.
Our future capital requirements and the adequacy of our available funds will depend on many factors, including:
•our ability to successfully commercialize and develop products and solutions that address customer needs;
•the pace of adoption of our products and our ability to obtain new customers in markets;
•the progress of our research and development programs and our ability to initiate or expand research programs;
•our ability to manage manufacturing and production costs, including purchase obligations, and litigation costs, including the costs involved in preparing, filing, prosecuting, defending and enforcing intellectual property rights; and
•the extent to which we engage in collaborations with partners and acquire other businesses or technologies.
If economic, financial, business, or other factors adversely affect our ability to fund our projected operating cash requirements, we may be required to obtain funding through traditional or alternative sources of financing. We cannot be certain that funds will be available on favorable terms, or at all. If we are required and unable to raise additional capital when desired, our business, operating results, and financial condition may be adversely affected. See our risk factor captioned “We are not cash flow positive and may not have sufficient cash to make required payments under the terms of our debt or fund our long-term planned operations” for more information.
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Cash Flow Summary
| Years Ended December 31, | ||||||
|---|---|---|---|---|---|---|
| (in thousands) | 2023 | 2022 | ||||
| Cash used in operating activities | $ | (259,173) | $ | (263,211) | ||
| Cash provided by investing activities | 4,604 | 116,083 | ||||
| Cash provided by financing activities | 108,891 | 9,622 | ||||
| Net decrease in cash, cash equivalents and restricted cash | $ | (145,678) | $ | (137,506) |
Operating Activities
Our primary uses of cash in operating activities include the development of future products and product enhancements, manufacturing, and support functions related to our sales, general, and administrative activities.
Cash used in operating activities for the year ended December 31, 2023, of $259.2 million was due primarily to a $306.7 million net loss that was partially offset by non-cash items such as share-based compensation of $72.1 million, a change in the estimated fair value of contingent consideration of $15.1 million, depreciation of $11.5 million, inventory provision of $10.6 million, amortization of intangible assets of $8.3 million, and amortization of right-of-use assets of $6.8 million, offset by accretion of discount and amortization of premium on marketable securities, net of $12.8 million, and deferred income taxes of $11.4 million. Cash flow impact from changes in net operating assets and liabilities of $59.0 million, was primarily attributable to increases of $17.8 million in accounts receivable, net, $13.8 million in inventory, net, $9.0 million in prepaid expenses and other assets, and decreases of $14.9 million in contingent consideration liability, $10.4 million in deferred revenue, and $8.8 million in operating lease liabilities, partially offset by increases of $13.1 million in accrued expenses, and $2.4 million in other liabilities.
Cash used in operating activities for the year ended December 31, 2022, of $263.2 million was due primarily to a $314.2 million net loss that was partially offset by non-cash items such as share-based compensation of $78.6 million, depreciation of $9.5 million, amortization of right-of-use assets of $6.9 million, inventory provision of $6.0 million, and a change in the estimated fair value of contingent consideration of $2.4 million. Cash flow impact from changes in net operating assets and liabilities of $54.0 million, was primarily attributable to increases of $33.9 million in inventory, net, $12.3 million in prepaid expenses and other assets, and decreases of $7.7 million in operating lease liabilities, $3.7 million in accrued expenses, and $3.7 million in deferred revenue, partially offset by a decrease of $5.5 million in accounts receivable, net, an increase of $1.0 million in accounts payable, and $0.9 million in other liabilities.
Investing Activities
Our investing activities consist primarily of capital expenditures and investment purchases and maturities. Cash provided by investing activities for the year ended December 31, 2023, was due primarily to capital expenditures of $8.8 million and purchases of investments of $756.6 million offset by maturities of investments of $769.5 million.
Cash used in investing activities for the year ended December 31, 2022, was due primarily to capital expenditures of $16.8 million and purchases of investments of $442.8 million offset by maturities of investments of $575.8 million.
Financing Activities
Cash provided by financing activities during the year ended December 31, 2023, resulted from net proceeds from issuance of common stock under equity offerings of $189.2 million, net proceeds of $15.3 million from the issuance of common stock through our equity compensation plans, partially offset by $86.4 million due to the payment of contingent consideration, $7.4 million due to the payment of debt issuance costs, and $1.8 million due to the payment of notes payable.
Cash provided by financing activities during the year ended December 31, 2022, resulted from net proceeds of $11.2 million from the issuance of common stock through our equity compensation plans, partially offset by $1.6 million due to the payment of notes payable.
Off-Balance Sheet Arrangements
As of December 31, 2023, we did not have any off-balance sheet arrangements.
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In the ordinary course of business, we enter into standard indemnification arrangements. Pursuant to these arrangements, we indemnify, hold harmless, and agree to reimburse the indemnified parties for losses suffered or incurred by the indemnified party in connection with any trade secret, copyright, patent or other intellectual property infringement claim by any third party with respect to its technology, or from claims relating to our performance or non-performance under a contract, any defective products supplied by us, or any acts or omissions, or willful misconduct, committed by us or any of our employees, agents or representatives. The term of these indemnification agreements is generally perpetual after the execution of the agreement. The maximum potential amount of future payments we could be required to make under these agreements is not determinable because it involves claims that may be made against us in future periods but have not yet been made. To date, we have not incurred costs to defend lawsuits or settle claims related to these indemnification agreements.
We also enter and have entered into indemnification agreements with our directors and officers that may require us to indemnify them against liabilities that arise by reason of their status or service as directors or officers, except as prohibited by applicable law. In addition, we may have obligations to hold harmless and indemnify third parties involved with our fundraising efforts and their respective affiliates, directors, officers, employees, agents or other representatives against any and all losses, claims, damages and liabilities related to claims arising against such parties pursuant to the terms of agreements entered into between us and such third parties in connection with such fundraising efforts. To the extent that such indemnification obligations apply to the lawsuits described in Legal Proceedings in Part I, Item 3 of this Annual Report on Form 10-K, any associated expenses incurred are included within the related accrued litigation expense amounts. No additional liability associated with such indemnification agreements has been recorded as of December 31, 2023.
Critical Accounting Policies and Estimates
Management’s Discussion and Analysis of Financial Condition and Results of Operations is based upon our Consolidated Financial Statements, which we have prepared in accordance with U.S. GAAP. The preparation of these financial statements requires management to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, cost of revenue, and operating expenses, and related disclosure of contingent assets and liabilities. Management based its estimates on historical experience and on various other assumptions that it believes to be reasonable under the circumstances, the results of which form the basis for making judgements about the carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ materially from these estimates under different assumptions or conditions.
An accounting policy is deemed to be critical if it requires an accounting estimate to be made based on assumptions about matters that are highly uncertain at the time the estimate is made, if different estimates reasonably could have been used, or if changes in the estimate that are reasonably likely to occur could materially impact the financial statements.
Revenue Recognition
Our revenue is generated primarily from the sale of products and services. Product revenue primarily consists of sales of our instruments and related consumables; service and other revenue consist primarily of revenue earned from product maintenance agreements.
We account for a contract with a customer when there is a legally enforceable contract between us and the customer, the rights of the parties are identified, the contract has commercial substance, and collectability of the contract consideration is probable. Revenues are recognized when control of the promised goods are transferred to our customers, or services are performed, in an amount that reflects the consideration we expect to be entitled to in exchange for those goods or services.
We may enter into contracts with customers that include a combination of promised products and services, resulting in arrangements containing multiple performance obligations. We determine whether each product or service is distinct, in order to identify the performance obligations in the contract and allocate the contract transaction price among the distinct performance obligations. A performance obligation is considered distinct from other obligations in a contract when it provides a benefit to the customer either on its own or together with other resources that are readily available to the customer and is separately identified in the contract. We consider a performance obligation satisfied once we have transferred control of a good or service to the customer, meaning the customer has the ability to use and obtain the benefit of the good or service. Therefore, instrument revenue is recognized upon transfer of control of the asset to the customer, which is generally upon delivery for sales made to our non-distributor customers and upon shipment for sales made to our distributor customers.
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The consideration for contracts with multiple performance obligations is allocated between separate performance obligations based on their individual standalone selling price. We determine the best estimate of standalone selling price using average selling prices over a 12-month period combined with an assessment of current market conditions. If the standalone selling price is not directly observable, we rely on estimates by considering multiple factors including, but not limited to, overall market conditions, including geographic or regional specific factors, internal costs, profit objectives, pricing practices, and other observable inputs. We recognize revenues as performance obligations are satisfied by transferring control of the product or service to the customer or over the term of a product maintenance agreement with a customer. Our revenue arrangements generally do not provide a right of return.
Certain of our agreements provide options to customers which can be exercised at a future date, such as the option to purchase our product at discounted prices, among others. In accounting for customer options, we determine whether an option is a material right and this requires us to exercise significant judgment. If a contract provides the customer an option to acquire additional goods or services at a discount that exceeds the range of discounts that we typically give for that product or service for the same class of customer, or if the option provides the customer certain additional goods or services for free, the option may be considered a material right. If the contract gives the customer the option to acquire additional goods or services at their normal standalone selling prices, we would likely determine that the option is not a material right and, therefore, account for it when the customer exercises the option. If the standalone selling price of the option is not directly observable, an estimated standalone selling price is utilized which considers adjustments for discounts that the customer could receive without exercising the option and the likelihood that the option will be exercised. We may also utilize the alternative approach to estimate the standalone selling price, available pursuant to the applicable accounting guidance, to the extent we conclude the applicable criteria for using the alternative approach has been met. We update the transaction price for expected consideration, subject to constraint, each reporting period if our estimate of future goods to be ordered by customers change.
Inventories
Inventories are stated at the lower of cost or net realizable value. Cost is determined using the first-in, first-out (“FIFO”) method. Adjustments to reduce the cost of inventory to its net realizable value, if required, are made for estimated excess or obsolete balances. Cost includes depreciation, labor, material, and overhead costs, including product and process technology costs. Determining net realizable value of inventories involves numerous judgements, including projecting future average selling prices, sales volumes, and costs to complete products in work in process inventories.
We make inventory purchases and commitments to meet future shipment schedules based on forecasted demand for our products. The business environment in which we operate is subject to rapid changes in technology and customer demand. We perform a detailed assessment of inventory each period, which includes a review of, among other factors, demand requirements, product life cycle and development plans, component cost trends, product pricing, product expiration, and quality issues. Based on our analysis, we record adjustments to inventory for potentially excess, obsolete, or impaired goods, when appropriate, to report inventory at net realizable value. Inventory adjustments may be required if actual demand, component costs, supplier arrangements, or product life cycles differ from our estimates. Any such adjustments would result in a charge to our results of operations.
Business Combinations
Under the acquisition method of accounting, we allocate the fair value of the total consideration transferred to the tangible and identifiable intangible assets acquired and liabilities assumed based on their estimated fair values on the date of acquisition. The fair values assigned, defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between willing market participants, are based on estimates and assumptions determined by management. These valuations require us to make estimates and assumptions, especially with respect to intangible assets. We record the excess consideration over the aggregate fair value of tangible and intangible assets, net of liabilities assumed, as goodwill. Costs that we incur to complete the business combination, such as legal and other professional fees, are expensed as they are incurred.
In connection with certain acquisitions, contingent consideration can be earned by the sellers upon completion of certain future performance milestones. In these cases, a liability is recorded on the acquisition date for an estimate of the acquisition date fair value of the contingent consideration. Changes in the fair value of contingent consideration subsequent to the acquisition date are recognized in operating expenses in our consolidated statements of operations and comprehensive loss.
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We typically use the discounted cash flow method to value our acquired intangible assets. This method requires significant management judgment to forecast future operating results and utilizes significant assumptions such as assumed revenue projections, discount rates and obsolescence factors. The estimates we use to value and amortize intangible assets are consistent with the plans and estimates that we use to manage our business and are based on available historical information and industry estimates and averages. If the subsequent actual results and updated projections of the underlying business activity change compared with the assumptions and projections used to develop these values, we could experience impairment charges. In addition, we have estimated the economic lives of certain acquired assets and these lives are used to calculate depreciation and amortization expense. If our estimates of the economic lives change, depreciation or amortization expense could be accelerated or extended. We capitalize in-process research and development (IPR&D), which is considered indefinite lived until the completion or abandonment of the associated research and development efforts. Upon reaching the end of the relevant research and development project (i.e., upon commercialization), the IPR&D asset is amortized over its estimated useful life. If the relevant research and development project is abandoned, the IPR&D asset is expensed in the period of abandonment.
If the initial accounting for a business combination is incomplete by the end of a reporting period that falls within the measurement period, we report provisional amounts in our financial statements. During the measurement period, we adjust the provisional amounts recognized at the acquisition date to reflect new information obtained about facts and circumstances that existed as of the acquisition date that, if known, would have affected the measurement of the amounts recognized as of that date. We record these adjustments to the provisional amounts with a corresponding offset to goodwill. Any adjustments identified after the measurement period are recorded in the consolidated statements of operations and comprehensive loss.
We acquired $55.0 million of IPR&D, and $52.3 million of goodwill in connection with the acquisition of Apton Biosystems, Inc. in the third quarter of 2023.
Goodwill and Intangible Assets with Indefinite Lives — Impairment Assessment
Goodwill and other intangible assets with indefinite useful lives (i.e., IPR&D) are not amortized, however they are tested annually for impairment, in the second and fourth quarter of our fiscal year, respectively, and whenever events or changes in circumstances indicate that it is more likely than not that the fair value is less than the carrying value. Events that would indicate impairment and trigger an interim impairment test include, but are not limited to, unexpected adverse business conditions, economic factors, unanticipated technological changes or competitive activities, loss of key personnel and acts by governments or courts.
We perform our goodwill impairment analysis at the reporting unit level. We have one reporting unit, which aligns with our reporting structure and availability of discrete financial information. During the goodwill impairment review, we assess qualitative factors to determine whether it is more likely than not that the fair value of our reporting unit is less than the carrying amount, including goodwill. The qualitative factors include, but are not limited to, macroeconomic conditions, industry and market considerations, and our overall financial performance. If, after assessing the totality of these qualitative factors, we determine that it is not more likely than not that the fair value of our reporting unit is less than the carrying amount, then no additional assessment is deemed necessary. Otherwise, we proceed to compare the estimated fair value of the reporting unit with the carrying value, including goodwill. If the carrying amount of the reporting unit exceeds the fair value, we record an impairment loss based on the difference. If a quantitative assessment is performed, the evaluation includes management estimates of cash flow projections based on internal future projections and/or use of a market approach by looking at market values of comparable companies. Key assumptions include, but are not limited to, revenue and operating income growth rates, discount rates and other factors. We consider peer revenues and earnings trading multiples from companies that have operational and financial characteristics that are similar to the asset under measurement and estimated weighted-average costs of capital. Different assumptions from those made in our analysis could materially affect projected cash flows and the evaluation of assets for impairment. We also consider our market capitalization as a part of our analysis. We may elect to bypass the qualitative assessment in a period and proceed to perform the quantitative goodwill impairment test.
During the IPR&D impairment review, we assess qualitative factors to determine whether it is more likely than not that the fair value of the IPR&D is less than the carrying amount. The qualitative factors include, but are not limited to, macroeconomic conditions, industry-specific conditions, and company-specific conditions. If, after assessing the totality of these qualitative factors, we determine that it is not more likely than not that the fair value of the IPR&D is less than the carrying amount, then no additional assessment is deemed necessary. Otherwise, we proceed to compare the estimated fair value of the IPR&D with the carrying value. If the carrying
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amount of the IPR&D exceeds the fair value, we record an impairment loss based on the difference. If a quantitative assessment is performed, the evaluation includes management estimates of cash flow projections based on internal future projections. Key assumptions include, but are not limited to, revenue projections, revenue growth rates, discount rates and other factors. We consider peer revenues and earnings trading multiples from companies that have operational and financial characteristics that are similar to the asset under measurement and estimated weighted-average costs of capital. Different assumptions from those made in our analysis could materially affect projected cash flows and the evaluation of assets for impairment. We may elect to bypass the qualitative assessment in a period and proceed to perform the quantitative impairment test.
Intangible Assets and Other Long-Lived Assets — Impairment Assessment
We perform regular reviews to determine if any event has occurred that may indicate that the carrying values of our intangible assets with finite lives and other long-lived assets are impaired. If indicators of impairment exist, we assess the recoverability of the affected assets by determining whether their carrying amounts exceed their undiscounted expected future cash flows. If the affected assets are not recoverable, we estimate the fair value of the assets and record an impairment loss if the carrying value exceeds the fair value. Factors that may indicate potential impairment include a significant decline in our stock price and market capitalization compared to net book value, significant changes in the ability of an asset to generate positive cash flows and the pattern of utilization of a particular asset.
In order to estimate the fair values of identifiable intangible assets with finite lives and other long-lived assets, we estimate the present value of future cash flows from those assets. The key assumptions that we use in our discounted cash flow model are the amount and timing of estimated future cash flows to be generated by the asset over an extended period of time and a rate of return that considers the relative risk of achieving the cash flows, the time value of money, and other factors that a willing market participant would consider. Significant judgment is required to estimate the amount and timing of future cash flows and the relative risk of achieving those cash flows.
Assumptions and estimates about future values and remaining useful lives are complex and often subjective. They can be affected by a variety of factors, including external factors such as industry and economic trends, and internal factors such as changes in our business strategy and our internal forecasts.
Contingent Consideration
In connection with the acquisition of Omniome in the third quarter of 2021, we entered into an arrangement where we were obligated to pay $200 million in cash and equity dependent upon the achievement of a milestone event upon the first commercial shipment of products developed from our acquired sequencing technology. In the third quarter of 2023, we commenced customer shipments of the Onso short-read sequencing instrument. The milestone payment associated with PacBio’s acquisition of Omniome was triggered in September 2023 once both the Onso instrument and related consumables had been shipped to one customer. Consequently, we paid the former Omniome security holders milestone consideration of an aggregate of approximately $100.9 million in cash and approximately 9.0 million shares of our common stock in October 2023.
In connection with the acquisition of Apton, we entered into an arrangement where we are obligated to pay former holders of Apton's outstanding equity interests $25.0 million upon the achievement of $50 million in revenue associated with a high throughput sequencer using Apton's technology, provided that the milestone event occurs prior to the 5-year anniversary of the closing date of the acquisition, which we may elect to pay in cash, shares of our common stock or a combination of cash and shares of our common stock. See Note 2. Business Acquisitions for further information.
The contingent consideration liability was measured at fair value as of the acquisition date and is remeasured periodically at each reporting date, with changes in fair value recorded as change in fair value of contingent consideration in the consolidated statements of operations and comprehensive loss. For the Omniome contingent consideration, the initial measurement and post-acquisition remeasurement required estimates and assumptions using a scenario-based method that considers a range of potential outcomes of milestone achievement dates and assigned probabilities of occurrence for each outcome. Outcomes were discounted to present value, which was then weighted by the probability of each scenario to determine the total fair value of the contingent consideration payment as of each reporting period. This method requires significant management judgment, including the probability of achieving certain future milestones and discount rates. For the Apton contingent consideration, the initial measurement and post-acquisition remeasurement required estimates and assumptions using a Monte Carlo Simulation to estimate the volatility and systematic relative
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risk of revenues subject to sales milestone payments and discounting the associated cash payment amounts to their present values using a credit-risk-adjusted interest rate to determine the total fair value of the contingent consideration payment as of each reporting period. This method requires significant management judgment, including risk-adjusted forecasted revenues for products and services leveraging Apton's technology and an estimated credit spread. Future changes in our estimates could result in expenses or gains. Refer to Note 5. Financial Instruments for further discussion on valuation assumptions.
Recent Accounting Pronouncements
Please see Note 1. Organization and Significant Accounting Policies, subsection titled “Recent Accounting Pronouncements”, in Part II, Item 8 of this Annual Report on Form 10-K for information regarding applicable recent accounting pronouncements.