Biggest changeKey Components of Results of Operations The following table presents our results of operations ($ in thousands): Year Ended December 31 Change 2022 2021 $ % Revenues Product revenue, net 212,672 144,105 68,567 48 % Collaboration revenue 2,368 207 2,161 1044 % Total revenues 215,040 144,312 70,728 49 % Expenses Cost of sales (74,018) (52,239) (21,779) 42 % Research and development (286,408) (573,306) 286,898 (50) % Selling, general and administrative (258,971) (218,831) (40,140) 18 % Loss from operations (404,357) (700,064) 295,707 (42) % Interest income 14,582 2,190 12,392 566 % Foreign currency (loss) gain (56,403) 4,661 (61,064) (1310) % Other income (expenses), net 3,113 (10,201) 13,314 (131) % Loss before income tax and share of loss from equity method investment (443,065) (703,414) 260,349 (37) % Income tax expense — — — — % Share of loss from equity method investment (221) (1,057) 836 (79) % Net loss (443,286) (704,471) 261,185 (37) % Net loss attributable to ordinary shareholders (443,286) (704,471) 261,185 (37) % -149- Revenues Product Revenue, Net The following table presents the components of the Company’s product revenue, net ($ in thousands): Year Ended December 31 Change 2022 2021 $ % Product revenue — gross 234,009 190,180 43,829 23 % Less: Rebates and sales returns (21,337) (46,075) 24,738 (54) % Product revenue — net 212,672 144,105 68,567 48 % Our product revenue is primarily derived from the sales of ZEJULA, Optune, QINLOCK, and NUZYRA in mainland China and Hong Kong, net of sales returns and rebates to distributors in mainland China with respect to the sales of these products.
Biggest changeResults of Operations The following table presents our results of operations ($ in thousands): Year Ended December 31 Change 2023 2022 $ % Revenues Product revenue, net 266,719 212,672 54,047 25 % Collaboration revenue — 2,368 (2,368) (100) % Total revenues 266,719 215,040 51,679 24 % Expenses Cost of sales (95,816) (74,018) (21,798) 29 % Research and development (265,868) (286,408) 20,540 (7) % Selling, general and administrative (281,608) (258,971) (22,637) 9 % Gain on sale of intellectual property 10,000 — 10,000 NM Loss from operations (366,573) (404,357) 37,784 (9) % Interest income 39,797 14,582 25,215 173 % Foreign currency loss (14,850) (56,403) 41,553 (74) % Other income, net 7,006 3,113 3,893 125 % Loss before income tax and share of loss from equity method investment (334,620) (443,065) 108,445 (24) % Income tax expense — — — — % Share of loss from equity method investment — (221) 221 (100) % Net loss (334,620) (443,286) 108,666 (25) % Net loss attributable to ordinary shareholders (334,620) (443,286) 108,666 (25) % NM - Not Meaningful Product Revenue The following table presents the components of the Company’s product revenue ($ in thousands): Year Ended December 31 Change 2023 2022 $ % Product revenue — gross 298,911 234,009 64,902 28 % Less: Rebates and sales returns (32,192) (21,337) (10,855) 51 % Product revenue — net 266,719 212,672 54,047 25 % Our product revenue is derived from the sales our commercial products primarily in mainland China, net of sales returns and rebates to distributors with respect to the sales of these products. -84- Our net product revenue increased by $54.0 million in 2023 primarily driven by increased sales volumes, the launch of VYVGART, and decreased negative effects from the COVID-19 pandemic, partially offset by an increase in sales rebates to distributors resulting from price reductions in connection with NRDL listings for certain products and the effects on hospital and physician practices from the recent industry-wide anti-corruption enforcement efforts in China in the second half of 2023.
Other selling, general, and administrative expenses include product distribution and promotion costs, professional service fees for legal, intellectual property, consulting, auditing, and tax services as well as other direct and allocated expenses for rent and maintenance of facilities, insurance, and other supplies used in selling, general, and administrative activities.
Other selling, general, and administrative expenses include product distribution and promotion costs, and professional service fees for legal, intellectual property, consulting, auditing, and tax services as well as other direct and allocated expenses for rent and maintenance of facilities, insurance, and other supplies used in selling, general, and administrative activities.
We estimate our liability for unrecognized tax benefits which are periodically assessed and may be affected by changing interpretations of laws, rulings by tax authorities, changes and/or developments with respect to tax audits, and expiration of the statute of limitations.
We estimate our liability for unrecognized tax benefits which are periodically assessed and may be affected by changing interpretations of laws, rulings by tax authorities, changes and/or developments with respect to tax audits, and the expiration of the applicable statute of limitations.
We are focused on discovering, developing, and commercializing products that address medical conditions with significant unmet needs in the areas of oncology, autoimmune disorders, infectious diseases, and neuroscience. We intend to leverage our competencies and resources to positively impact human health in Greater China and worldwide.
We are focused on discovering, developing, and commercializing products that address medical conditions with significant unmet needs in the areas of oncology, autoimmune disorders, infectious disease, and neuroscience. We intend to leverage our competencies and resources to positively impact human health in Greater China and worldwide.
The ultimate outcome for a particular tax position may not be determined with certainty prior to the conclusion of a tax audit and, in some cases, appeal or litigation process. Judgments and Uncertainties We consider positive and negative evidence when determining whether some portion or all of our deferred tax assets will not be realized.
The ultimate outcome for a particular tax position may not be determined with certainty prior to the conclusion of a tax audit and, in some cases, appeal or litigation process. We consider positive and negative evidence when determining whether some or all of our deferred tax assets will not be realized.
Certain of our product candidates may require additional pre-clinical and/or clinical development, regulatory approvals in multiple jurisdictions, manufacturing supply, substantial investment, and significant marketing efforts before we generate any revenue from product sales. Our License Arrangements Our results of operations have been, and we expect them to continue to be, affected by our licensing, collaboration, and development agreements.
Certain of our product candidates may require additional pre-clinical and/or clinical development, regulatory approvals in multiple jurisdictions, manufacturing supply, substantial investment, and significant marketing efforts before we generate any revenue from product sales. License and Collaboration Arrangements Our results of operations have been, and will continue to be, affected by our license and collaboration agreements.
To date, we have financed our activities primarily through private placements, our September 2017 initial public offering and various follow-on offerings on Nasdaq, and our September 2020 secondary listing and initial public offering on the Hong Kong Stock Exchange.
Liquidity and Capital Resources To date, we have financed our activities primarily through private placements, our September 2017 initial public offering and various follow-on offerings on Nasdaq, and our September 2020 secondary listing and initial public offering on the Hong Kong Stock Exchange.
In 2023, we seek to continue advancing our mission of becoming a leading global biopharmaceutical company, driving innovation in treatment options for patients in China and beyond, by focusing on the following corporate strategic goals: accelerating medicines to patients through our R&D activities; further expanding our product pipeline through regional and global collaborations and corporate development activities; and continuing our commercial excellence and execution, including by delivering strong financial performance and preparing for the launch of eight new products and obtaining overall corporate profitability by the end of 2025.
In 2024, we seek to continue advancing our mission of becoming a leading global biopharmaceutical company, driving innovation in treatment options for patients in China and beyond, by focusing on the following corporate strategic goals: accelerating medicines to patients through our R&D activities, including internal discovery; further expanding our product pipeline through synergistic regional and global collaborations and corporate development activities; and continuing our commercial excellence and execution, including by delivering strong financial performance and preparing for the launch of multiple new products and obtaining overall corporate profitability by the end of 2025.
For a discussion of year-over-year changes in our financial condition and results of operations between 2021 and 2020, see Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations in our Annual Report on Form 10-K for the fiscal year ended December 31, 2021, filed on March 1, 2022.
For a discussion of year-over-year changes in our financial condition and results of operations between 2022 and 2021, see Management’s Discussion and Analysis of Financial Condition and Results of Operations in our Annual Report on Form 10-K for the fiscal year ended December 31, 2022, filed on March 1, 2023.
Through December 31, 2022, we have raised approximately $164.6 million in private equity financing and approximately $2,462.7 million in net proceeds after deducting underwriting commissions and the offering expenses payable by us in our initial public offering and subsequent follow-on offerings on Nasdaq and our initial public offering on the Hong Kong Stock Exchange.
In addition, we have raised approximately $164.6 million in private equity financing and approximately $2,462.7 million in net proceeds after deducting underwriting commissions and the offering expenses payable by us in our initial public offering and subsequent follow-on offerings on Nasdaq and our initial public offering on the Hong Kong Stock Exchange.
We further discuss in the MD&A below key factors affecting our results of operations, key components and primary drivers of changes in our results of operations in 2022, and our liquidity and capital resources.
We further discuss in MD&A below key factors affecting our results of operations, key components and primary drivers of changes in our results of operations in 2023, and our liquidity and capital resources.
Developing high-quality product candidates requires a significant investment of resources over a prolonged period of time, and a core part of our strategy is to continue making sustained investments in research and development.
Developing high quality product candidates requires significant investment in our research and development activities over a prolonged period of time, and a core part of our strategy is to continue making sustained investments in this area.
Our ability to generate profits and positive cash flow from operations over the next several years depends upon our ability to successfully market our four commercial products—ZEJULA, Optune, QINLOCK, and NUZYRA—and to successfully expand the indications for these products and develop and commercialize our other product candidates.
Our ability to generate profits and positive cash flow from operations over the next several years depends upon our ability to successfully market our commercial products and to successfully expand the indications for these products and develop and commercialize our other product candidates.
We also intend to continue building and maintaining the trust of our stakeholders by further developing and integrating our ESG Trust for Life strategy into our business and operations. For additional information on our Mission and Corporate Strategic Goals, see Part I—Item 1. Business—Our Mission and Corporate Strategic Goals.
We also intend to continue building and maintaining the trust of our stakeholders by further developing and integrating our Trust for Life strategy into our business and operations. For additional information on our Mission and Corporate Strategic Goals, see Business – Our Mission and Corporate Strategic Goals .
Based on our current operating plan, we expect that our cash, cash equivalents, restricted cash, and short-term investments as of March 1, 2023, will enable us to fund our operating expenses and capital expenditure requirements for at least the next 12 months.
Based on our current operating plan, we expect that our cash, cash equivalents, restricted cash, and short-term investments will enable us to meet our cash requirements and fund our operating expenses and capital expenditure requirements for at least the next 12 months.
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 accompanying notes in this Annual Report on Form 10-K. This section generally discusses year-over-year comparisons between 2022 and 2021.
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 accompanying notes in this report. This section generally discusses year-over-year comparisons between 2023 and 2022.
This assessment considers, among other matters, the nature, frequency, and severity of current and cumulative losses, forecasts of future profitability, the duration of statutory carry-forward periods, our historical results of operations, and our tax planning strategies.
This assessment considers various factors, including the nature, frequency, and severity of current and cumulative losses, forecasts of future profitability, the duration of statutory carry-forward periods, our historical results of operations, and our tax planning strategies.
As the Company does not have sufficient historical information since its IPO to develop reasonable expectations about future exercise patterns and post-vesting employment termination behavior, the expected term of options granted is derived from the average midpoint between the weighted average vesting and the contractual term, also known as the simplified method.
Since we do not have sufficient historical information since to develop reasonable expectations about future exercise patterns and post-vesting employment termination behavior, the expected term is derived from the average midpoint between the weighted average vesting and the contractual term, also known as the simplified method.
Recently Issued Accounting Standards For more information regarding recently issued accounting standards, see Part II—Item 8. Financial Statements and Supplementary Data—Recent Accounting Pronouncements.
Recently Issued Accounting Standards For more information regarding recently issued accounting standards, see Financial Statements and Supplementary Data – Recent Accounting Pronouncements .
We discuss factors that we believe could cause or contribute to these differences elsewhere in this Annual Report on Form 10-K, including in Forward-Looking Statements and Market Data and Part I—Item 1A. Risk Factors. Overview We are a patient-focused, innovative, commercial-stage, global biopharmaceutical company with a substantial presence in both Greater China and the United States.
We discuss factors that we believe could cause or contribute to these differences elsewhere in this report, including in Forward-Looking Statements and Risk Factors . Overview We are a patient-focused, innovative, commercial-stage, global biopharmaceutical company with a substantial presence in both Greater China and the United States.
We are required to make upfront payments upon our entry into such agreements and milestone payments upon the achievement of certain development, regulatory, and sales-based milestones for the relevant products under these agreements as well as certain royalties at tiered percentage rates based on annual net sales of the licensed products in the licensed territories.
In accordance with these agreements, we may be required to make upfront payments and milestone payments upon the achievement of certain development, regulatory, and sales-based milestones for the relevant products as well as certain royalties at tiered percentage rates based on annual net sales of the licensed products in the licensed territories.
Share of Loss from Equity Method Investment Share of loss from equity method investment decreased by $0.8 million to $0.2 million in 2022, due to increased losses from our investment in JING Medicine Technology (Shanghai) Ltd., an entity that provides services for drug discovery and development, consultation, and transfer of pharmaceutical technology.
Share of Loss from Equity Method Investment Share of loss from equity method investment was $0.2 million in 2022 due to losses from our investment in JING Medicine Technology (Shanghai) Ltd., an entity that provides services for drug discovery and development, consultation, and transfer of pharmaceutical technology. There was no change on the equity method investment in 2023.
As we pursue our strategy of growth and development, we anticipate that our financial results will fluctuate from quarter to quarter and year to year depending in part on the balance between the success of our commercial products and the level of our research and development expenses.
As we pursue our corporate strategic goals, we anticipate that our financial results will fluctuate from quarter to quarter and year to year depending in part on the balance between the success of our commercial products and the level of our research and development expenses. We cannot predict whether or when our product candidates will receive regulatory approval.
Using this model, fair value is calculated based on assumptions with respect to (i) the expected volatility of our ADS price, (ii) the periods of time over which grantees are expected to hold their options prior to exercise (expected lives), (iii) the expected dividend yield on our ADSs, and (iv) risk-free interest rates, which are based on quoted U.S.
These assumptions include: (i) the expected volatility of our ADS price, (ii) the periods of time over which grantees are expected to hold their options prior to exercise (expected term), (iii) the expected dividend yield on our ADSs, and (iv) risk-free interest rates.
Basis of Presentation Our consolidated statement of operations data for the years ended December 31, 2022 and 2021 and our consolidated statement of financial position data as of December 31, 2022 and 2021 have been derived from our audited consolidated financial statements included elsewhere in this Annual Report on Form 10-K.
Basis of Presentation Our consolidated statement of operations data for the years ended December 31, 2023 and 2022 and our consolidated balance sheet data as of December 31, 2023 and 2022 have been derived from our audited consolidated financial statements included in Financial Statements and Supplementary Data .
We expect to continue to incur substantial expenses related to our research and development activities.
As discussed further below, we expect to continue to incur substantial costs related to our research and development and commercialization activities.
However, in order to bring to fruition our research and development objectives, we may ultimately need additional funding sources, and there can be no assurances that such funding will be made available to us on acceptable terms or at all. -154- The following table presents information regarding our cash flows (in thousands): Year Ended December 31, Change 2022 2021 $ Net cash used in operating activities (367,642) (549,231) 181,589 Net cash provided by investing activities 420,016 249,957 170,059 Net cash (used in) provided by financing activities (1,730) 820,202 (821,932) Effect of foreign exchange rate changes on cash, cash equivalents and restricted cash (6,274) 1,116 (7,390) Net increase in cash, cash equivalents and restricted cash 44,370 522,044 (477,674) Net Cash Used in Operating Activities Net cash used in operating activities decreased by $181.6 million in 2022, primarily due to a decrease of $261.2 million in net loss and an increase of $20.4 million in adjustments to reconcile net loss to net cash used in operating activities, partially offset by a decrease of $100.0 million in net changes in operating assets and liabilities.
Although we do not currently anticipate entering into additional debt arrangements, we may consider, or we may ultimately need, additional funding sources to bring to fruition or research and development objectives or otherwise, and there can be no assurances that such funding will be made available to us on acceptable terms or at all. -89- The following table presents information regarding our cash flows ($ in thousands): Year Ended December 31, Change 2023 2022 $ Net cash used in operating activities (198,178) (367,642) 169,464 Net cash (used in) provided by investing activities (10,776) 420,016 (430,792) Net cash used in financing activities (6,433) (1,730) (4,703) Effect of foreign exchange rate changes on cash, cash equivalents and restricted cash (2,622) (6,274) 3,652 Net (decrease) increase in cash, cash equivalents and restricted cash (218,009) 44,370 (262,379) Net Cash Used in Operating Activities Net cash used in operating activities decreased by $169.5 million in 2023, primarily due to a decrease of $108.7 million in net loss and an increase of $105.9 million in net changes in operating assets and liabilities, partially offset by a decrease of $45.1 million in adjustments to reconcile net loss to net cash used in operating activities.
Expenses related to pre-clinical and clinical trials are accrued based on our estimates of the actual services performed by the third parties for the respective period.
Expenses related to pre-clinical and clinical trial activities are accrued based on the Company’s estimates of the actual services performed by the third parties, such as CROs and CMOs. Significant judgments are required in estimating the actual services performed by the third parties for the respective period and the related expense accruals.
The net cash used in our operating activities was $367.6 million and $549.2 million in 2022 and 2021, respectively.
Our operations have consumed substantial amounts of cash since inception. The net cash used in our operating activities was $198.2 million and $367.6 million in 2023 and 2022, respectively.
Our ability to generate revenue from our product candidates is dependent on our receipt of regulatory approvals for and successful commercialization of such products, which may not occur.
Our Ability to Commercialize Our Product Candidates We have multiple product candidates in late-stage clinical development and various others in clinical and pre-clinical development in Greater China and the United States. Our ability to generate revenue from our product candidates is dependent on our receipt of regulatory approvals for and successful commercialization of such product candidates, which may not occur.
Research and Development Expenses The following table presents the components of our research and development expenses ($ in thousands): Year Ended December 31 Change 2022 2021 $ % Personnel compensation and related costs 105,561 77,227 28,334 37 % Licensing fees 53,441 384,104 (330,663) (86) % CROs/CMOs/Investigators expenses 100,544 82,571 17,973 22 % Other costs 26,862 29,404 (2,542) (9) % Total 286,408 573,306 (286,898) (50) % -150- Research and development expenses decreased by $286.9 million in 2022 primarily due to: • a decrease of $330.7 million in licensing fees in connection with decreased upfront and milestone payments for our license and collaboration agreements; partially offset by • an increase of $28.3 million in personnel compensation and related costs primarily due to headcount growth and grants of share options and restricted shares and the continued vesting of option and restricted share awards; and • an increase of $18.0 million in CROs/CMOs/Investigators expenses related to ongoing and newly initiated clinical trials.
Research and Development Expenses The following table presents the components of our research and development expenses ($ in thousands): Year Ended December 31 Change 2023 2022 $ % Personnel compensation and related costs 115,749 105,561 10,188 10 % Licensing fees 19,291 53,441 (34,150) (64) % CROs/CMOs/Investigators expenses 103,333 100,544 2,789 3 % Other costs 27,495 26,862 633 2 % Total 265,868 286,408 (20,540) (7) % -85- Research and development expenses decreased by $20.5 million in 2023 primarily due to: • a decrease of $34.2 million in licensing fees as a result of decreased upfront and milestone payments for our license and collaboration agreements; partially offset by • an increase of $10.2 million in personnel compensation and related costs primarily due to grants of share options and restricted shares and the continued vesting of option and restricted share awards. • an increase of $2.8 million in in CROs/CMOs/Investigators expenses related to newly initiated studies and progress of existing studies.
Pre-clinical and clinical trial costs are a significant component of our research and development expenses. We have a history of contracting with third parties that perform various pre-clinical and clinical trial activities on our behalf in the ongoing development of our product candidates.
Such costs are expensed as incurred when they have no alternative future uses. We contract with third parties to perform various pre-clinical and clinical trial activities on our behalf in the ongoing development of our product candidates.
Net Cash (Used in) Provided by Financing Activities Net cash used in financing activities was $1.7 million in 2022, compared to net cash provided by financing activities of $820.2 million in 2021.
Net Cash (Used in) Provided by Investing Activities Net cash used in investing activities was $10.8 million in 2023, compared to net cash provided by investing activities of $420.0 million in 2022.
If actual results vary from our estimates, we also adjust these estimates accordingly, which would affect net product revenue and earnings in the period such variances become expected or known. -152- Research and Development Expenses Description Research and development expenses are charged to expense as incurred when these expenditures relate to our research and development services and have no alternative future uses.
If actual results vary from our estimates or our expectations change, we will adjust these estimates accordingly, which would affect net product revenue and earnings in the period such variances become expected or known. Research and Development Expenses We have a significant amount of research and development expenses, including with respect to pre-clinical and clinical trials for our product candidates.
The ultimate realization of deferred tax assets is dependent upon the generation of future taxable income during the periods in which those temporary differences become deductible.
The ultimate realization of deferred tax assets is dependent upon the generation of future taxable income during the periods in which those temporary differences become deductible. Our estimates may be affected by changing interpretations of laws, rulings by tax authorities, changes and/or developments with respect to tax audits, and expiration of the statute of limitations.
We cannot predict whether or when products in our pipeline, including new indications for our current commercial products, will receive regulatory approval. Further, if we receive such regulatory approval, we cannot predict whether or when we may be able to successfully commercialize such product or whether or when such product may become profitable.
Further, if we receive such regulatory approval, we cannot predict whether or when we may be able to successfully commercialize such product or whether or when such product may become profitable. Business Developments and Corporate Strategic Goals In 2023, we were excited to launch a fifth commercial product, VYVGART, for gMG in China.
If factors change or different assumptions are used, our share-based compensation expenses could be materially different for any period. -153- Income Taxes Description In accordance with the provisions of ASC 740, Income Taxes , we recognize in our financial statements the benefit of a tax position if the tax position is “more likely than not” to prevail based on the facts and technical merits of the position.
We recognize in our financial statements the benefit of a tax position if the tax position is “more likely than not” to prevail based on the facts and technical merits of the position.
For example, the pandemic has adversely affected patient access to our products, such as through reduced hospital access during periods of lockdown or high infection rates, fewer newly diagnosed oncology patients, and delayed or interrupted treatments. The pandemic has also adversely affected our manufacturing and supply chain and our research and development, sales, marketing, and clinical trial activities.
The effects of the COVID-19 pandemic had an adverse impact on our sales volumes for 2022 and the first quarter in 2023, due to decreased patient access to our products, such as through reduced hospital access during periods of lockdown or high infection rates, fewer newly diagnosed oncology patients, and delayed or interrupted treatments.
Selling, General and Administrative Expenses The following table presents our selling, general and administrative expenses by program ($ in thousands): Year Ended December 31 Change 2022 2021 $ % Personnel compensation and related costs 162,045 124,675 37,370 30 % Professional service fees 35,414 22,901 12,513 55 % Other costs 61,512 71,255 (9,743) (14) % Total 258,971 218,831 40,140 18 % Selling, general and administrative expenses increased by $40.1 million in 2022, primarily due to: • an increase of $37.4 million in personnel compensation and related costs which was primarily driven by headcount growth, particularly in commercial and administrative personnel, and grants of share options and restricted shares and the continued vesting of option and restricted share awards; and • an increase of $12.5 million in professional service fee mainly attributable to our increased legal, compliance, accounting, and investor and public relations expenses associated with being a public company and in connection with sales of ZEJULA, Optune, QINLOCK, and NUZYRA in mainland China and Hong Kong after our commercial launch of these four commercialized products; partially offset by • a decrease of $9.7 million in other costs mainly related to selling, rental, and administrative expenses for commercial operations in mainland China, Hong Kong, and Taiwan.
Selling, General, and Administrative Expenses The following table presents our selling, general and administrative expenses by program ($ in thousands): Year Ended December 31 Change 2023 2022 $ % Personnel compensation and related costs 173,389 162,045 11,344 7 % Professional service fees 22,507 35,414 (12,907) (36) % Other costs 85,712 61,512 24,200 39 % Total 281,608 258,971 22,637 9 % Selling, general , and administrative expenses increased by $22.6 million in 2023 primarily due to: • an increase of $24.2 million in other costs mainly related to selling, rental, and administrative expenses for commercial operations in mainland China, Hong Kong, and Taiwan; • an increase of $11.3 million in personnel compensation and related costs which was primarily driven by grants of share options and restricted shares and the continued vesting of option and restricted share awards; partially offset by • a decrease of $12.9 million in professional service fees primarily related to legal and other administrative expenses. -86- Gain on Sale of Intellectual Property We had a gain on sale of intellectual property of $10.0 million in connection with our sale of certain patent rights and related know-how to a third party in the second quarter of 2023.
Our consolidated financial statements appearing elsewhere in this Annual Report on Form 10-K have been prepared in accordance with U.S. GAAP. Factors Affecting Our Results of Operations Research and Development Expenses We believe our ability to successfully develop product candidates will be the primary factor affecting our long-term competitiveness, as well as our future growth and development.
We expect our cost of sales to increase as the volume of products sold increases. Research and Development Expenses We believe our ability to successfully develop product candidates will be the primary factor affecting our long-term competitiveness, as well as our future growth and development.
And, we increased our pipeline assets through our business development activities with our strategic collaboration with Seagen for the license of TIVDAK, which further deepened our women’s cancer franchise. For more information on our commercial products and product pipeline, including status and developments in 2022, see Part I—Item 1. Business—Our Commercial Products and Part I—Item 1.
And, we increased our pipeline assets through our business development activities with our strategic collaboration with MediLink for the license of a next generation DLL3 ADC program, which further deepened our lung cancer franchise.
The following table presents our research and development expenses by program ($ in thousands): Year Ended December 31 Change 2022 2021 $ % Clinical programs 155,792 433,021 (277,229) (64) % Pre-clinical programs 6,644 47,768 (41,124) (86) % Unallocated research and development expenses 123,972 92,517 31,455 34 % Total 286,408 573,306 (286,898) (50) % Research and development expenses attributable to clinical programs decreased by $277.2 million and research and development expenses attributable to pre-clinical programs decreased by $41.1 million in 2022, both decreases driven by decreased license fees.
The following table presents our research and development expenses by program ($ in thousands): Year Ended December 31 Change 2023 2022 $ % Clinical programs 112,158 155,792 (43,634) (28) % Pre-clinical programs 17,356 6,644 10,712 161 % Unallocated research and development expenses 136,354 123,972 12,382 10 % Total 265,868 286,408 (20,540) (7) % Research and development expenses attributable to clinical programs decreased by $43.6 million in 2023 primarily driven by a decrease in licensing fees of $45.2 million.
The estimated amount of unpaid or unbilled rebates, if any, is recorded as a reduction of revenue. We estimate rebates based on contracted rates, sales volumes, and level of distributor inventories. Sensitivity of Estimate to Change Actual amounts of rebates paid or billed may differ from our estimates.
The estimated amount of rebates, if any, is recorded as a reduction of revenue. Significant judgments are required in making these estimates. In determining the appropriate accrual amount, we consider our contracted rates, sales volumes, levels of distributor inventories, and historical experiences and trends.
We currently have four commercial products that have received marketing approval in one or more territories in Greater China and thirteen programs in late-stage product development. For more information on our business, products, pipeline, and operations, see Part I—Item 1. Business. Since our inception, we have incurred net losses and negative cash flows from our operations.
For more information on our business, products and product candidates, and operations, see Business . Since our inception, we have incurred net losses and negative cash flows from our operations. Substantially all of our losses have resulted from funding our research and development programs and selling, general and administrative costs associated with our operations.
We expect our sales for these products to further increase in 2023, in part because of ZEJULA’s continued gain of share of hospital sales for ovarian cancer in China, the new NRDL listings for QINLOCK and NUZYRA, and the increased number of supplemental insurance plan listings for Optune. We also continued to make progress across our product pipeline.
In 2024, we expect our product revenues to continue to increase, such as from the new NRDL listings for VYVGART and NUZYRA. We also continued to make progress across our product pipeline.
The shift from other expense, net to other income, net is primarily due to an increase of $7.4 million in government grant income and a decrease of $5.7 million in loss on equity investments with readily determinable fair value.
Other Income, Net Other income, net increased by $3.9 million to $7.0 million in 2023 primarily due to an increase of gain on equity investments of $11.7 million, driven by the shift from a loss of $9.0 million in 2022 to a gain of $2.8 million in 2023 for our investment in MacroGenics as a result of changes in its stock price, partially offset by a decrease of $9.0 million in government grant income.
Net Cash Provided by Investing Activities Net cash provided by investing activities increased by $170.1 million in 2022, primarily due to a decrease of $184.7 million in purchases of short-term investments and a decrease of $30.0 million in payments for investment in equity investee, partially offset by a decrease of $38.6 million in proceeds from maturity of short-term investments and an increase of $6.3 million in purchases of property and equipment.
This shift was primarily due to a decrease of $587.6 million in proceeds from maturity of short-term investments, partially offset by a decrease of $126.3 million in purchases of short-term investments, a decrease of $17.4 million in purchases of property and equipment, and proceeds of $13.9 million from a sale of intellectual property and a disposal of land use rights in 2023.
Business—Our Pipeline of Product Candidates. -146- We also continued to strengthen our business in 2022 through corporate developments, including key additions to our global leadership team, enhancements to our corporate governance practices, and our voluntary conversion to primary listing status on the Hong Kong Stock Exchange and the subsequent inclusion of our ordinary shares in the Shanghai and Shenzhen Stock Connect Programs.
For more information on our commercial products and product pipeline, including status and developments in 2023, see Business – Our Commercial Products and Operations and Business – Our Pipeline of Product Candidates and R&D Activities . We also continued to strengthen our business in 2023 through key new additions to our global leadership team. For example, we promoted Dr.
We recorded $53.4 million of research and development expense related to upfront license fees and development milestones in 2022. In addition, we expect to incur substantial costs related to the commercialization of our product candidates, in particular during the early launch phase.
We had $19.3 million and $53.4 million of research and development expenses in 2023 and 2022, respectively, related to upfront -83- fees and development milestones.
Revenue Recognition Description In mainland China, we sell our products to distributors, who ultimately sell the products to healthcare providers. Based on the nature of the arrangements, the performance obligations are satisfied upon the product’s delivery to distributors. Judgments and Uncertainties Rebates are offered to distributors, consistent with pharmaceutical industry practices.
We recognize revenue when the performance obligations are satisfied upon the product’s delivery to distributors. We offer rebates to our distributors to compensate the distributors consistent with pharmaceutical industry practices. We are required to establish a provision for rebates in the same period the related product sales are recognized.
The expected dividend yield is zero as we have never paid dividends and do not currently anticipate paying any in the foreseeable future. Sensitivity of Estimate to Change The assumptions used in this method to determine the fair value of our option shares consider historical trends, macroeconomic conditions, and projections consistent with the Company’s operating strategy.
The expected dividend yield is zero as we have never paid dividends and do not currently anticipate paying any in the foreseeable future, and risk-free interest rates are based on quoted U.S. Treasury rates for securities with maturities approximating the expected term.
The following table presents net revenue by product ($ in thousands): Year Ended December 31 Change 2022 2021 $ % ZEJULA 145,194 93,579 51,615 55 % Optune 47,321 38,903 8,418 22 % QINLOCK 14,957 11,620 3,337 29 % NUZYRA 5,200 3 5,197 173233 % Total 212,672 144,105 68,567 48 % Collaboration Revenue Collaboration revenue was $2.4 million in 2022 compared to $0.2 million in 2021 due to increased revenue from our exclusive promotion agreement with Huizheng.
The following table presents net revenue by product ($ in thousands): Year Ended December 31 Change 2023 2022 $ % ZEJULA 168,843 145,194 23,649 16 % OPTUNE 46,969 47,321 (352) (1) % QINLOCK 19,240 14,957 4,283 29 % NUZYRA 21,656 5,200 16,456 316 % VYVGART 10,011 — 10,011 NM Total 266,719 212,672 54,047 25 % NM - Not Meaningful Cost of Sales Cost of sales increased by $21.8 million to $95.8 million in 2023 primarily due to increasing sales volumes.
To the extent the required vesting conditions are not met resulting in forfeiture of the share-based awards, previously recognized compensation expense relating to those awards are reversed. Judgments and Uncertainties We determine the fair value of stock options granted to employees using the Black-Scholes option valuation model.
Significant assumptions are required in determining the fair value of share options, which we estimate using the Black-Scholes option valuation model.