Biggest changeThe increase of $20.5 million was primarily due to an increase of $13.1 million i n facilities and technology costs, primarily related to increased infrastructure to support our expansion in research and development, manufacturing capabilities and associated headcount g rowth; an increase of $10.0 million i n personnel-related expenses, that wa s primarily related to an increase in headcount to expand our research, development and manufacturing capabilities; an increase of $6.3 million in collaboration, research activities and outside services primarily driven by an increase of $5.1 million in research and laboratory costs principally due to clinical trials; and an increase of $3.3 million in professional services offset by a reduction of $2.2 million in collaboration and license fees; partially offset by a decrease of $8.8 million in success payment expenses associated with our Fred Hutch and Stanfo rd success payment liabilities, primarily driven by the decrease in the per share fair value of our common stock.
Biggest changeThe increase of $23.8 million was primarily due to an increase o f $17.5 million in research and laboratory costs principally due to clinical trials as part of the $8.8 million increase in research activities, collaborations and outside services, partially offset by a reduction of $5.2 million in collaboration and license fees primarily related to the completion of certain sponsored research agreements and a reduction of $3.6 million in professional services; an increase of $11.2 million i n personnel‑related expenses to support our growth, including $4.6 million for one-time severance payments and other employee-related costs in connection with the reduction in workforce that occurred during the fourth quarter of 2023; a change of $4.2 million in success payments associated with the decrease in fair value of our Fred Hutch and Stanford success payment liabilities, including a $3.9 million change due to recognizing the Fred Hutch success payment liability fair value change in other income (expense), net for the year ended December 31, 2023; partially offset by a decrease of $0.5 million in facilities and technology costs, primarily related to lower software implementation costs.
Financing Activities During the year ended December 31, 2022, cash provided by financing activities was $10.6 million, consisting of $9.6 million in proceeds from the exercise of stock options and $1.5 million in proceeds from the employee stock purchase plan, partially offset by $0.5 million in taxes paid related to the net share settlement of equity awards.
During the year ended December 31, 2022, cash provided by financing activities was $10.6 million, consisting of $9.6 million in proceeds from the exercise of stock options and $1.5 million in proceeds from our employee stock purchase plan, partially offset by $0.5 million in taxes paid related to the net share settlement of equity awards.
Research and development expenses related to our success payment liabilities are unpredictable and may vary significantly from quarter-to-quarter and year-to-year due to changes in our assumptions used in the calculation. We deploy our employee and infrastructure resources across multiple research and development programs for identifying and developing product candidates and establishing manufacturing capabilities.
Research and development expenses related to our success payment liabilities are unpredictable and may vary significantly from year‑to‑year due to changes in our assumptions used in the calculation. We deploy our employee and infrastructure resources across multiple research and development programs for identifying and developing product candidates and establishing manufacturing capabilities.
Debt financing or preferred equity financing, if available, may result in increased fixed payment obligations, and the existence of securities with rights that may be senior to those of our common stock. If we incur indebtedness, we could become subject to covenants that would restrict our operations.
Debt financing or preferred equity financing, if available, may result in increased fixed payment obligations, and the existence of securities with rights that may be senior to those of our common stock. If we incur indebtedness, we could become subject to covenants that may restrict our operations.
Because we are early in our research and development efforts and beginning clinical development of our product candidates, and the outcome of these efforts is uncertain, we cannot estimate the actual amounts necessary to successfully complete the nonclinical development, clinical development and commercialization of product candidates or whether, or when, we may achieve profitability.
Because we are early in our research and clinical development efforts of our product candidates, and the outcome of these efforts is uncertain, we cannot estimate the actual amounts necessary to successfully complete the nonclinical development, clinical development and commercialization of product candidates or whether, or when, we may achieve profitability.
Recently Adopted and Recent Accounting Pronouncements See Note 2, Basis of Presentation and Significant Accounting Policies, in the accompanying notes to our audited consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for information about recent accounting pronouncements, the timing of their adoption and our assessment, to the extent we have made one yet, of their potential impact on our financial condition or results of operations. 83 Table of Contents
Recently Adopted and Recent Accounting Pronouncements See Note 2, Basis of Presentation and Significant Accounting Policies, in the accompanying notes to our audited consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for information about recent accounting pronouncements, the timing of their adoption and our assessment, to the extent we have made one yet, of their potential impact on our financial condition or results of operations. 85 Table of Contents
For any investments in VIEs in which we are considered the primary beneficiary, the assets, liabilities and results of operations of the VIE would be included in our consolidated financial statements. As of December 31, 2022 and 2021, there were no VIEs for which we were the primary beneficiary. Non-marketable equity investments are also subject to periodic impairment reviews.
For any investments in VIEs in which we are considered the primary beneficiary, the assets, liabilities and results of operations of the VIE would be included in our consolidated financial statements. As of December 31, 2023 and 2022, there were no VIEs for which we were the primary beneficiary. Non-marketable equity investments are also subject to periodic impairment reviews.
Discussions of 2020 items and year-to-year comparisons between 2021 and 2020 that are not included in this Annual Report on Form 10-K can be found in the section titled “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.
Discussions of 2021 items and year-to-year comparisons between 2022 and 2021 that are not included in this Annual Report on Form 10-K can be found in the section titled “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.
In the event that additional capital is required, we may not be able to raise it on terms acceptable to us, or at all. If we raise additional funds through the issuance of equity or convertible debt securities, including pursuant to the Equity Distribution Agreement, it may result in dilution to our existing stockholders.
In the event that additional capital is required, we may not be able to raise it on terms acceptable to us, or at all. If we raise additional funds through the issuance of equity or convertible debt securities, including pursuant to the Sales Agreement, it may result in dilution to our existing stockholders.
As of December 31, 2022 , our material cash requirements consisted primarily of paying salaries and benefits, administering clinical trials, conducting research, improving our manufacturing capabilities, providing the technology and facilities necessary to support our operations, funding operating lease obligations and other payments related to our collaborative agreements.
As of December 31, 2023 , our material cash requirements consisted primarily of paying salaries and benefits, administering clinical trials, conducting research, improving our manufacturing capabilities, providing the technology and facilities necessary to support our operations, funding operating lease obligations and other payments related to our collaborative agreements.
Sales of the Placement Shares, if any, will be made at prevailing market prices on Nasdaq at the time of sale, or as otherwise agreed with the Agents, by any method permitted by law deemed to be an “at-the-market offering” as defined in Rule 415 of the Securities Act.
Sales of the Placement Shares, if any, will be made at prevailing market prices on Nasdaq at the time of sale, or as otherwise agreed with the Agent, by any method permitted by law deemed to be an “at-the-market offering” as defined in Rule 415 of the Securities Act.
Investing Activ ities During the year ended December 31, 2022, cash used in investing activities was $11.5 million, consisting of purchases of property and equipment of $24.3 million offset by net maturities, sales and purchases of marketable securities of $12.7 million.
During the year ended December 31, 2022, cash used in investing activities was $11.5 million , consisting of purchases of property and equipment of $24.3 million offset by net maturities, sales and purchases of marketable securities of $12.7 million .
See also the section titled “Special Note Regarding Forward-Looking Statements.” This section under Management’s Discussion and Analysis of Financi al Condition and Results of Operations generally discusses 2022 and 2021 items and year-to-year comparisons between 2022 and 2021.
See also the section titled “Special Note Regarding Forward-Looking Statements.” This section under Management’s Discussion and Analysis of Financi al Condition and Results of Operations generally discusses 2023 and 2022 items and year-to-year comparisons between 2023 and 2022.
We anticipate that our general and administrative expenses will increase over the foreseeable future to support our continued research and development activities, operations generally, future business development opportunities, consulting fees, as well as due to the increased costs of operating as a public company such as costs related to accounting, audit, legal, regulatory and tax-related services associated with maintaining compliance with exchange listing and SEC requirements, director and officer insurance costs and investor and public relations costs.
We anticipate that our general and administrative expenses will increase over the foreseeable future to support our continued research and development activities, operations generally, future business development opportunities, consulting fees, as well as the costs of operating as a public company such as costs related to accounting, audit, legal, regulatory and tax-related services associated with maintaining compliance with exchange listing and Securities and Exchange Commission (SEC) requirements, director and officer insurance costs and investor and public relations costs.
Our ability to raise additional funds may be adversely impacted by potential worsening global economic conditions and the recent disruptions to, and volatility in, the credit and financial markets in the United States and worldwide resulting from the COVID-19 pandemic, actual or perceived changes in interest rates and economic inflation, and otherwise.
Our ability to raise additional funds may be adversely impacted by potential worsening global economic conditions and the recent disruptions to, and volatility in, the credit and financial markets in the United States and worldwide resulting from actual or perceived changes in interest rates and economic inflation, and otherwise.
Based on our current operating plan, we believe that our existing cash, cash equivalents and marketable securities will be sufficient to meet our working capital and capital expenditure needs into 2026.
Based on our current operating plan, we believe that our existing cash, cash equivalents and marketable securities will be sufficient to meet our working capital and capital expenditure needs into 2027.
In addition, we regularly consider fund-raising opportunities and may decide, from time to time, to raise additional capital, including pursuant to the Equity Distribution Agreement, based on various factors, including market conditions and our plans of operation.
In addition, we regularly consider fund-raising opportunities and may decide, from time to time, to raise additional capital, including pursuant to the Sales Agreement, based on various factors, including market conditions and our plans of operation.
We anticipate that our research and development expenses will increase over the foreseeable future as we expand our research and development efforts including completing nonclinical studies, commencing planned clinical trials, conducting and completing current and planned clinical trials, seeking regulatory approval of our product candidates, identifying new product candidates and incurring costs to acquire and license technology platforms.
We anticipate that our research and development expenses will increase over the foreseeable future as we expand our research and 78 Table of Contents development efforts including completing nonclinical studies, commencing planned clinical trials, conducting and completing current and planned clinical trials, seeking regulatory approvals of our product candidates, identifying new product candidates and incurring costs to acquire and license technology platforms.
A change in the outcome of any of these variables could mean a significant change in the costs and timing associated with the development of our product 75 Table of Contents candidates.
A change in the outcome of any of these variables could mean a significant change in the costs and timing associated with the development of our product candidates.
While there was no single event or factor, we considered the underlying company’s operating cash flow requirements over the next year and liquid asset balances to fund those requirements and the uncertainty regarding the underlying company’s ability to raise funds as indicators of impairment.
While there was no single event or factor in each instance, we considered the underlying companies’ operating cash flow requirements over the next year, liquid asset balances to fund those requirements and the uncertainty regarding the underlying companies’ ability to raise funds as indicators of impairment.
Our future capital requirements will depend on many factors, including: • the scope, timing, progress, costs and results of discovery, nonclinical development and clinical trials for our current and future product candidates; • the number of clinical trials required for regulatory approval of our current and future product candidates; • the costs, timing and outcome of regulatory review of any of our current and future product candidates; • the cost of manufacturing clinical and commercial supplies of our current and future product candidates; • the costs and timing of future commercialization activities, including manufacturing, marketing, sales and distribution, for any of our product candidates for which we receive marketing approval; • further investment to build additional manufacturing facilities or expand the capacity of our existing ones; • the costs and timing of preparing, filing and prosecuting patent applications, maintaining and enforcing our intellectual property rights and defending any intellectual property-related claims; • our ability to maintain existing, and establish new, collaborations, licenses, product acquisitions or other strategic transactions and the fulfillment of our financial obligations under any such agreements, including the timing and amount of any success payment, future contingent payments, milestone, royalty or other payments due under any such agreement; • the revenue, if any, received from commercial sales of our product candidates for which we receive marketing approval; • expenses to attract, hire and retain skilled personnel; 79 Table of Contents • the costs of operating as a public company; • addressing any potential interruptions or delays resulting from factors related to the COVID-19 pandemic; • addressing or responding to any potential disputes or litigation; and • the extent to which we acquire or invest in businesses, products and technology platforms.
Our future capital requirements will depend on many factors, including: • the scope, timing, progress, costs and results of discovery, nonclinical development and clinical trials for our current and future product candidates and any additional nonclinical studies; • the number of clinical trials required for regulatory approval of our current and future product candidates; • the costs, timing and outcome of regulatory review of any of our current and future product candidates; • the cost of manufacturing clinical and commercial supplies of our current and future product candidates; • the costs and timing of future commercialization activities, including manufacturing, marketing, sales and distribution, for any of our product candidates for which we receive marketing approval; • further investment to build additional manufacturing facilities or expand the capacity of our existing ones; • the costs and timing of preparing, filing and prosecuting patent applications, maintaining and enforcing our intellectual property rights and defending any intellectual property-related claims; • our ability to maintain existing, and establish new, collaborations, licenses, product acquisitions or other strategic transactions and the fulfillment of our financial obligations under any such agreements, including the 82 Table of Contents timing and amount of any success payment, future contingent payments, milestone, royalty or other payments due under any such agreement; • the revenue, if any, received from commercial sales of our product candidates for which we receive marketing approval; • expenses to attract, hire and retain skilled personnel; • the costs and estimated financial impact of our reduction in workforce in the fourth quarter of 2023; • the costs of operating as a public company, including legal, accounting and other related expenses as well as costs relating to maintaining or expanding our operational, financial and management systems; • addressing or responding to any potential disputes or litigation; and • the extent to which we acquire or invest in businesses, products and technology platforms.
Stock-based compensation cost is measured at the grant date based on the fair value of the award. The fair value of stock-based awards is recognized as an expense on a straight-line basis over the requisite service period, with forfeitures recognized as they occur. We use the Black-Scholes model to determine the fair value of our options.
The fair value of stock-based awards is recognized as an expense on a straight-line basis over the requisite service period, with forfeitures recognized as they occur. We use the Black-Scholes model to determine the fair value of our options.
We will pay commissions to the Agents of up to 3.0% of the gross proceeds of the sale of the Placement Shares sold under the Equity Distribution Agreement and reimburse the Agents for certain expenses. Neither us nor the Agents are obligated to sell any shares and to date, we have not made any sales under the Equity Distribution Agreement.
We will pay commissions to the Agent of up to 3% of the gross proceeds of the sale of the Placement Shares sold under the Sales Agreement and reimburse the Agent for certain expenses. Neither us nor the Agent is obligated to sell any shares and, to date, we have not made any sales under the Sales Agreement.
In accordance with the terms of the Equity Distribution Agreement, we may offer and sell from time to time through the Agents shares of our common stock having an aggregate offering amount of up to $200.0 million (the Placement Shares).
In accordance with the terms of the Sales Agreement, we may offer and sell from time to time through the Agent shares of our common stock having an aggregate offering amount of up to $150.0 million (the Placement Shares).
LYL797 – A ROR1 CAR T-cell product candidate genetically reprogrammed using c-Jun and epigenetically reprogrammed using our proprietary Epi-R manufacturing protocol, designed for differentiated potency and durability • Enrollment in the Phase 1 clinical trial of LYL797 is ongoing.
LYL797 – A ROR1-targeted Chimeric Antigen Receptor (CAR) T-cell product candidate genetically reprogrammed to overexpress c-Jun and epigenetically reprogrammed using Lyell’s proprietary Epi-R TM manufacturing protocol, designed for differentiated potency and durability • Enrollment in the Phase 1 clinical trial of LYL797 is ongoing.
The increase of $74.0 million was primarily related to $83.6 million in revenue adjustments driven by the mutual agreement with GSK to conclude certain research activities in June 2022 and GSK’s subsequent termination of the GSK Agreement, effective December 2022, both of which resulted in changes to the measure of proportional cumulative performance.
The revenue for the year ended December 31, 2022 was primarily due to $83.6 million in revenue adjustments driven by the mutual agreement with GSK to conclude certain research activities in June 2022 and GSK’s subsequent termination of the GSK Agreement, both of which resulted in changes to the measure of proportional cumulative performance.
Due to these indicators, we assessed the valuation of the investment and determined the fair value to be negligible and the impairment to be other-than-temporary in nature.
Due to these indicators, we assessed the valuation of these investments and determined the fair values to be negligible and the impairments to be other-than-temporary in nature.
Other Operating Income, Net Other operating income, net consists primarily of service and occupancy fees received associated with subleases as well as losses on t he retirement of property and equipment. Interest Income, Net Interest income, net consists primarily of interest earned on our cash, cash equivalents and marketable securities balances.
Other Operating Income, Net Other operating income, net consists primarily of service and occupancy fees received associated with subleases as well as losses on t he retirement of property and equipment.
See Note 3, License, Collaboration and Success Payment Agreements in the accompanying notes to our audited consolidated financial statements included in Part II, Item 8, of this Annual Report on Form 10-K for additional information about the termination of the GSK Agreement. 77 Table of Contents Research and Development Expenses The following table summarizes the components of our research and development expenses for the periods presented (in thousands): Year Ended December 31, Change 2022 2021 2020 2022 vs 2021 2021 vs 2020 Personnel $ 70,483 $ 60,499 $ 54,112 $ 9,984 $ 6,387 Facilities and technology 52,153 39,092 24,560 13,061 14,532 Collaborations, research activities and outside services 41,682 35,389 98,234 6,293 (62,845) Success payments (5,130) 3,713 5,337 (8,843) (1,624) Total research and development expenses $ 159,188 $ 138,693 $ 182,243 $ 20,495 $ (43,550) Research and developm ent expenses were $159.2 million and $138.7 million for the years ended December 31, 2022 and 2021, respectively.
See Note 3, License, Collaboration and Success Payment Agreements – GSK , in the accompanying notes to our audited consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for additional information about the termination of the GSK Agreement. 80 Table of Contents Research and Development Expenses The following table summarizes the components of our research and development expenses for the periods presented (in thousands): Year Ended December 31, Change 2023 2022 2021 2023 vs 2022 2022 vs 2021 Personnel $ 81,717 $ 70,483 $ 60,499 $ 11,234 $ 9,984 Facilities and technology 51,688 52,153 39,092 (465) 13,061 Research activities, collaborations and outside services 50,470 41,682 35,389 8,788 6,293 Success payments (930) (5,130) 3,713 4,200 (8,843) Total research and development expenses $ 182,945 $ 159,188 $ 138,693 $ 23,757 $ 20,495 Research and developm ent expenses were $182.9 million and $159.2 million for the years ended December 31, 2023 and 2022, respectively.
To determine the estimated fair value of the success payments, we use a Monte Carlo simulation model, which models the value of the liability based on several key variables that require judgment, including the expected fair value and volatility of our common stock, estimated term and number of valuation measurement dates. 81 Table of Contents Stock-based Compensation Stock-based compensation cost is recognized for restricted stock awards (“RSAs”), restricted stock units (“RSUs”), employee stock purchases related to the Employee Stock Purchase Plan and stock options.
To determine the estimated fair value of the success payments, we use a Monte Carlo simulation 84 Table of Contents model, which models the value of the liability based on several key variables that require judgment, including the expected fair value and volatility of our common stock, estimated term and number of valuation measurement dates.
The liabilities are marked to market at each balance sheet date with all changes in value recognized in research and development expense in the Consolidated Statements of Operations and Comprehensive Loss.
The liabilities are marked to market at each balance sheet date with all changes in value recognized in research and development expense in the Consolidated Statements of Operations and Comprehensive Loss. Once their service periods are complete , the success payment fair value changes are recorded in other income (expense), net.
The impairment charge was recorded within impairment of other investments on the Consolidated Statement of Operations and Comprehensive Loss and as a reduction of the other investments on the Consolidated Balance Sheet.
The impairment expenses were recorded within impairment of other investments on the Consolidated Statements of Operations and Comprehensive Loss and as a reduction of the other investments on the Consolidated Balance Sheets.
For a further discussion of trends, uncertainties and other factors that could impact our operating results, see the section entitled “Risk Factors” in Part I, Item 1A of this Annual Report on Form 10-K.
For a further discussion of trends, uncertainties and other factors that could impact our operating results, see the section entitled “Risk Factors” in Part I, Item 1A of this Annual Report on Form 10-K. 77 Table of Contents Reduction in Workforce In the fourth quarter of 2023, we implemented a reduction in our workforce of approximately 25% to reduce operating costs and improve operating efficiency.
We had an accumulated deficit of $767.5 million as of December 31, 2022. From June 29, 2018 (inception) through December 31, 2022, we raised an aggregate of $1,405.7 million in gross proceeds from the sales of our convertible preferred stock and the IPO.
From June 29, 2018 (inception) through December 31, 2023, we raised an aggregate of $1.4 billion in gross proceeds from the sales of our convertible preferred stock and the IPO.
Upfront payments and milestones paid to third parties in connection with technology platforms that have not reached technological feasibility and do not have an alternative future use are expensed as incurred.
Upfront payments and milestones paid to third parties in connection with technology platforms that have not reached technological feasibility and do not have an alternative future use are expensed as incurred. Research and development costs also include expenses related to the reduction in workforce, which was substantially completed in 2023.
Macroeconomic Environment Our business and operations may be affected by worldwide economic conditions, which may continue to be impacted by global macroeconomic challenges such as the effects of the ongoing geopolitical conflicts in Ukraine, tensions in U.S.-China relations, the COVID-19 pandemic, uncertainty in the markets and inflationary trends.
Macroeconomic Environment Our business and operations may be affected by worldwide economic conditions, which may continue to be impacted by global macroeconomic challenges such as the effects of the ongoing geopolitical conflicts in Ukraine, escalating armed conflicts and turmoil in the Middle East, tensions in U.S.-China relations, inflationary pressures, interest rate environment, instability in the banking industry and overall market volatility.
The goal is for our technologies to provide patients with T cells that are potent and long-lasting enough to achieve durable antitumor responses. Furthermore, our technologies can be applied in a target agnostic manner to multiple T‑cell modalities, including chimeric antigen receptor (CAR), tumor-infiltrating lymphocytes (TIL) and T‑cell receptor (TCR) therapies.
We apply our technologies with the aim of developing T‑cell therapies with improved and durable antitumor responses for patients with solid tumors. Our technologies can be applied in a target agnostic manner to multiple T‑cell modalities, including chimeric antigen receptor (CAR), tumor-infiltrating lymphocytes (TIL) and T‑cell receptor (TCR) therapies.
LYL845 – A novel epigenetically reprogrammed TIL product candidate designed for differentiated potency and durability • Announced clearance of the IND for LYL845 in October 2022; enrollment in the Phase 1 clinical trial for LYL845 is ongoing.
LYL845 – A novel epigenetically reprogrammed TIL product candidate using Lyell’s proprietary Epi-R TM manufacturing protocol, designed for differentiated potency and durability • Enrollment in the Phase 1 clinical trial for LYL845 is ongoing.
As of December 31, 2022, we ha d $710.3 million in cas h, cash equivalents and marketable securities. Since our inception, we have incurred significant operating losses. We have not yet commercialized any product candidates and we do not expect to generate revenue from sales of any product candidates for a number of years, if ever.
Since our inception, we have incurred significant operating losses. We have not yet commercialized any product candidates and we do not expect to generate revenue from sales of any product candidates for a number of years, if ever. We had an accumulated deficit of $1.0 billion as of December 31, 2023.
The increase of $2.4 million wa s due primarily to sublease income and operating fees related to our subleases. Interest Income, Net Interest income, net was $7.1 million and $1.2 million for the years ended December 31, 2022 and 2021, respectively. The increase of $5.9 million was primarily driven by higher interest rates in 2022.
Interest Income, Net Interest income, net was $23.5 million and $7.1 million for the years ended December 31, 2023 and 2022, respectively. The increase of $16.4 million was primarily driven by higher interest rates in 2023. Other Income (Expense), Net Other income (expense), net was $1.8 million and $1.9 million for the years ended December 31, 2023 and 2022, respectively.
Impairment of Other Investments For the year ended December 31, 2022, the $5.0 million impairment of other investments consisted of the full impairment of one of our other investments. For the year ended December 31, 2021, the $36.4 million impairment of other investments consisted of the full impairment of our investment in PACT Series C-1 convertible preferred stock.
As a result, we recorded impairment expense of $12.9 million for our PACT Series D convertible preferred stock and another investment for the year ended December 31, 2023 , $5.0 million for one investment for the year ended December 31, 2022 and $36.4 million for our PACT Series C-1 convertible preferred stock investment for the year ended December 31, 2021.
When our assessment indicates that an impairment exists, we write down the investment to its fair value. We performed a qualitative assessment of potential indicators of impairment for 2022 and determined that indicators existed for one of our other investments with a carrying amount of $5.0 million.
When our assessment indicates that an impairment exists, we write down the investment to its fair value. We perform quarterly qualitative assessments of potential indicators of impairment and determined that indicators existed for certain of our other investments during the years ended December 31, 2023, 2022 and 2021 .
Components of Results of Operations Revenue We have no products approved for sale and have never generated any revenue from product sales. We have generated revenue primarily from the recognition of the upfront payment under the GSK Agreement, entered into in 2019 and amended in June 2020 and December 2021 with GSK.
We have generated revenue primarily from the recognition of the upfront payment under the Collaboration and License Agreement, entered into in 2019 and amended in June 2020 and December 2021 (GSK Agreement) with GlaxoSmithKline Intellectual Property (No. 5) Limited and Glaxo Group Limited (together, GSK).
Results of Operations Years Ended December 31, 2022, 2021 and 2020 The following table summarizes our results of operations for the periods presented (in thousands): Year Ended December 31, Change 2022 2021 2020 2022 vs 2021 2021 vs 2020 Revenue $ 84,683 $ 10,650 $ 7,756 $ 74,033 $ 2,894 Operating expenses: Research and development 159,188 138,693 182,243 20,495 (43,550) General and administrative 117,307 89,057 46,881 28,250 42,176 Other operating income, net (4,754) (2,324) (9,431) (2,430) 7,107 Total operating expenses 271,741 225,426 219,693 46,315 5,733 Loss from operations (187,058) (214,776) (211,937) 27,718 (2,839) Interest income, net 7,053 1,165 5,939 5,888 (4,774) Other income (expense), net 1,887 (161) 1,526 2,048 (1,687) Impairment of other investments (5,000) (36,447) — 31,447 (36,447) Total other income (loss), net 3,940 (35,443) 7,465 39,383 (42,908) Net loss (183,118) (250,219) (204,472) 67,101 (45,747) Deemed dividends upon repurchase of convertible preferred stock — — (3,582) — 3,582 Net loss attributed to common stockholders $ (183,118) $ (250,219) $ (208,054) $ 67,101 $ (42,165) Revenue Reven ue was $84.7 million and $10.7 million for the years ended December 31, 2022 and 2021, respectively, primarily related to the recognized portion of the upfront license fee pursuant to the GSK Agreement.
Results of Operations Years Ended December 31, 2023, 2022 and 2021 The following table summarizes our results of operations for the periods presented (in thousands): Year Ended December 31, Change 2023 2022 2021 2023 vs 2022 2022 vs 2021 Revenue $ 130 $ 84,683 $ 10,650 $ (84,553) $ 74,033 Operating expenses: Research and development 182,945 159,188 138,693 23,757 20,495 General and administrative 66,983 117,307 89,057 (50,324) 28,250 Other operating income, net (2,790) (4,754) (2,324) 1,964 (2,430) Total operating expenses 247,138 271,741 225,426 (24,603) 46,315 Loss from operations (247,008) (187,058) (214,776) (59,950) 27,718 Interest income, net 23,453 7,053 1,165 16,400 5,888 Other income (expense), net 1,846 1,887 (161) (41) 2,048 Impairment of other investments (12,923) (5,000) (36,447) (7,923) 31,447 Total other income (loss), net 12,376 3,940 (35,443) 8,436 39,383 Net loss $ (234,632) $ (183,118) $ (250,219) $ (51,514) $ 67,101 Revenue Reven ue was $0.1 million a nd $84.7 million for the years ended December 31, 2023 and 2022, respectively.
We apply our technologies with the aim to develop T‑cell therapies with improved durable clinical outcomes. Our growing pipeline of promising cell product candidates targets solid tumor indications with large unmet needs that are collectively responsible for approximately 180,000 deaths in the US annually.
Our growing pipeline of promising cell product candidates targets solid tumor indications with large unmet needs that are collectively responsible for approximately 180,000 deaths in the United States annually. Each of our programs provide opportunities to expand into additional indications beyond the patient populations we are initially targeting.
Fiscal year 2022 was marked by significant market uncertainty, increasing inflationary pressures, supply constraints and ongoing effects from the COVID-19 pandemic. These market dynamics may continue into 2023 and these and similar adverse market conditions may negatively impact our business.
The first half of 2023 was marked by significant market uncertainty, inflationary pressures, banking upheaval and supply constraints. Although these negative impacts improved throughout the fiscal year, economic uncertainty persists and could continue in 2024, and these market dynamics and similar adverse market conditions may negatively impact our business.
Once their service periods are complete , the success payments will be accounted for under ASC 815, Derivatives and Hedging , and fair value changes will be recorded in other income (expense), net. We will continue to adjust the liabilities for changes in fair value until the earlier of the achievement or expiration of the success payment obligation.
We will continue to adjust the liabilities for changes in fair value until the earlier of the achievement or expiration of the success payment obligation.
Cash Flows The following table summarizes our cash flows for the periods indicated (in thousands): Year Ended December 31, 2022 2021 2020 Net cash (used in) provided by: Operating activities $ (169,555) $ (126,249) $ (160,874) Investing activities (11,540) (121,573) (273,516) Financing activities 10,635 401,244 476,790 Net (decrease) increase in cash, cash equivalents and restricted cash $ (170,460) $ 153,422 $ 42,400 Operating Activities During the year ended December 31, 2022, net cash used in operating activities wa s $169.6 million, primarily reflecting our net loss of $183.1 million, a decrease of $82.0 million in net operating assets and liabilities primarily driven by a $84.7 million decrease in deferred revenue due to non-cash revenue recognized and a $2.0 million decrease in prepaid expenses, other current assets and other assets, offset by a $4.9 million increase in operating lease liabilities due primarily to tenant improvement allowances received.
Cash Flows The following table summarizes our cash flows for the periods indicated (in thousands): Year Ended December 31, 2023 2022 2021 Net cash (used in) provided by: Operating activities $ (163,694) $ (169,555) $ (126,249) Investing activities 184,048 (11,540) (121,573) Financing activities 1,743 10,635 401,244 Net increase (decrease) in cash, cash equivalents and restricted cash $ 22,097 $ (170,460) $ 153,422 Operating Activities During the year ended December 31, 2023, net cash used in operating activities was $163.7 million, primarily reflecting our net loss of $234.6 million, partially offset by non-cash items primarily related to stock-based compensation expense o f $47.1 million , depreciation and amortization expense of $20.3 million and impairment of other investments of $12.9 million.
The increase of $2.0 million consisted primarily of a gain of $2.9 million to record the estimated fair value of PACT Series D convertible preferred shares acquired, offset by a decrease of $1.1 million in the fair value of an equity warrant investment held.
(PACT) Series D convertible preferred shares acquired, offset by a decrease of $1.1 million in the fair value of an equity warrant investment held for the year ended December 31, 2022. 81 Table of Contents Impairment of Other Investments For the year ended December 31, 2023, the $12.9 million impairment consisted of the full impairment of two of our other investments.
The revenue increase was offset by a decrease of $9.6 million due primarily to fewer research and development activities under the GSK Agreement for the year ended December 31, 2022 .
The GSK Agreement was terminated in December 2022 and, therefore, no further research and development pursuant to the GSK Agreement was performed in 2023, which drove the decrease in revenue of $84.6 million for the year ended December 31, 2023.
During the year ended December 31, 2021, cash provided by financing activities was $401.2 million, consisting of $391.8 million in net proceeds from the sale of our common stock in our IPO and $9.4 million in proceeds from the exercise of stock options.
Financing Activities During the year ended December 31, 2023, cash provided by financing activities was $1.7 million, consisting of $1.9 million in proceeds from our employee stock purchase plan and $0.3 million in proceeds from the exercise of stock options, partially offset by $0.5 million in taxes paid related to the net share settlement of equity awards.
Other Income (Expense), Net Other income (expense), net consists primarily of a gain to record the PACT Series D convertible preferred shares, in addition to changes in the fair value of an equity warrant investment held. 76 Table of Contents Impairment of Other Investments Impairment of other investments consists of a reduction in the value of certain other investments.
Interest Income, Net Interest income, net consists primarily of interest earned on our cash, cash equivalents and marketable securities balances. 79 Table of Contents Other Income (Expense), Net Other income (expense), net consists primarily of the change in fair value associated with our success payment liabilities to Fred Hutch for the year ended December 31, 2023 and primarily of a gain to record the PACT Series D convertible preferred shares for the year ended December 31, 2022 and changes in the fair value of an equity warrant investment held for the years ended December 31, 2022 and 2021.
Legal costs include those related to corporate, dispute and patent matters.
Legal costs include those related to corporate, dispute and patent matters. General and administrative costs also include expenses related to the reduction in workforce, which was substantially completed in 2023.
Each of our programs provide opportunities to expand into additional indications beyond the patient populations we are initially targeting. For additional information regarding our business, see “Business” in Part I, Item 1 of this Annual Report on Form 10-K.
For additional information regarding our business, see “Business” in Part I, Item 1 of this Annual Report on Form 10-K. Pipeline Programs and Operational Updates Pipeline Programs We are advancing four wholly-owned product candidates. Two product candidates, LYL797 and LYL845 are in Phase 1 clinical development.
During the ye ar ended December 31, 2021, net cash used in operating activities was $126.2 million , consisting primarily of our net loss of $250.2 million , partially offset by certain non-cash items such as stock-based compensation expense of $62.2 million , impairment of other investments of $36.4 million, depreciation and amortization expense of $13.6 million and the change in fair value of success payment liabilities of $3.7 million .
Non-cash net amortization and accretion on marketable securitie s of $9.6 million also contributed to net cash used in operating activities. 83 Table of Contents During the ye ar ended December 31, 2022, net cash used in operating activities was $169.6 million , primarily reflecting our net loss of $183.1 million , partially offset by non-cash items mainly related to stock-based compensation expense of $81.9 million , depreciation and amortization expense of $18.0 million and impairment of other investments of $5.0 million.
See Note 5, Other Investments , in the accompanying notes to our audited consolidated financial statements included in Part II, Item 8, of this Annual Report on Form 10-K for additional information. 78 Table of Contents Liquidity and Capital Resources Sources of Liquidity Since our inception, we have funded our operations primarily through the sale and issuance of convertible preferred stock, the sale of common stock in connection with our IPO and business development activities.
For the year ended December 31, 2022, the $5.0 million impairment consisted of the full impairment of one of our other investments. See Note 5, Other Investments , in the accompanying notes to our audited consolidated financial statements included in Part II, Item 8, of this Annual Report on Form 10-K for additional information.
Other Income (Expense), Net Other income (expense), net was $1.9 million and $(0.2) million for the years ended December 31, 2022 and 2021, respectively.
Other income (expense), net of $1.9 million for the year ended December 31, 2022 consisted primarily of a gain of $2.9 million for the year ended December 31, 2022 to record the estimated fair value of PACT Pharma Inc.
On August 4, 2022, we entered into an Equity Distribution Agreement (the Equity Distribution Agreement) with Goldman Sachs & Co. LLC (Goldman Sachs) and BofA Securities, Inc. (BofA, and together with Goldman Sachs, the Agents) with respect to an at-the-market offering program.
On February 28, 2024, we entered into a sales agreement (the Sales Agreement) with Cowen and Company, LLC as the Company’s sales agent (Agent) with respect to an at-the-market offering program.
Research and development expenses also include non-cash expenses related to the change in the esti mated fair value of the liabilities associated with our success payments granted to Fred Hutch and Stanford . See the subsection titled “Critical Accounting Policies and Estimates— Success Payments ” below.
Research and development expenses also include non-cash expenses related to the change in the estimated fair value of the success payment obligations over their respective requisite service terms granted to Fred Hutchinson Cancer Center (Fred Hutch) and The Board of Trustees of the Leland Stanford Junior University (Stanford).
A dditionally, outside services increased by $5.1 million due primarily to higher legal expenses and corporate expenses increased $3.9 million primarily due to costs associated with operating as a public company. Other Operating Income, Net Other operating income, net was $4.8 million and $2.3 million for the years ended December 31, 2022 and 2021, respectively.
Other Operating Income, Net Other operating income, net was $2.8 million and $4.8 million for the years ended December 31, 2023 and 2022, respectively. The decrease of $2.0 million was due primarily to increased losses on property and equipment disposals offsetting sublease income and operating fees related to our subleases.
During the year ended December 31, 2021, cash used in investing activities was $121.6 million , consisting of net purchases of marketable securities of $56.1 million and capital expenditures of $65.5 million .
Non-cash deferred revenue of $84.7 million also contributed to net cash used in operating activities. Investing Activ ities During the year ended December 31, 2023, cas h provided by investing activities was $184.0 million, consisting of net maturities, sales and purchases of marketable securities of $186.7 million, partially offset by purchases of property and equipment of $2.7 million.